Class v2beta.PredictionServiceClient (2.1.0)

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Service for making recommendation prediction. v2beta

Package

@google-cloud/retail

Constructors

(constructor)(opts, gaxInstance)

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

Construct an instance of PredictionServiceClient.

Parameters
NameDescription
opts ClientOptions
gaxInstance typeof gax | typeof gax.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: 'rest'}, gax); ```

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;

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.

warn

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

Methods

attributesConfigPath(project, location, catalog)

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

Return a fully-qualified attributesConfig resource name string.

Parameters
NameDescription
project string
location string
catalog string
Returns
TypeDescription
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
NameDescription
request protos.google.longrunning.CancelOperationRequest

The request object that will be sent.

options gax.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]https://googleapis.github.io/gax-nodejs/global.html#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
TypeDescription
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
NameDescription
project string
location string
catalog string
Returns
TypeDescription
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
TypeDescription
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
NameDescription
project string
location string
catalog string
Returns
TypeDescription
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
NameDescription
project string
location string
catalog string
control string
Returns
TypeDescription
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
NameDescription
request protos.google.longrunning.DeleteOperationRequest

The request object that will be sent.

options gax.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]https://googleapis.github.io/gax-nodejs/global.html#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
TypeDescription
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
NameDescription
request LocationProtos.google.cloud.location.IGetLocationRequest

The request object that will be sent.

options gax.CallOptions | Callback<LocationProtos.google.cloud.location.ILocation, LocationProtos.google.cloud.location.IGetLocationRequest | null | undefined, {} | null | undefined>

Call options. See CallOptions for more details.

callback Callback<LocationProtos.google.cloud.location.ILocation, LocationProtos.google.cloud.location.IGetLocationRequest | null | undefined, {} | null | undefined>
Returns
TypeDescription
Promise<LocationProtos.google.cloud.location.ILocation>

{Promise} - The promise which resolves to an array. The first element of the array is an object representing [Location]. Please see the [documentation](https://github.com/googleapis/gax-nodejs/blob/master/client-libraries.md#regular-methods) 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
NameDescription
request protos.google.longrunning.GetOperationRequest

The request object that will be sent.

options gax.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]https://googleapis.github.io/gax-nodejs/global.html#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 [google.longrunning.Operation]. {Promise} - The promise which resolves to an array. The first element of the array is an object representing [google.longrunning.Operation]. The promise has a method named "cancel" which cancels the ongoing API call.

Returns
TypeDescription
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
TypeDescription
Promise<string>

getProjectId(callback)

getProjectId(callback: Callback<string, undefined, undefined>): void;
Parameter
NameDescription
callback Callback<string, undefined, undefined>
Returns
TypeDescription
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
TypeDescription
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
NameDescription
request LocationProtos.google.cloud.location.IListLocationsRequest

The request object that will be sent.

options CallOptions

Call options. See CallOptions for more details.

Returns
TypeDescription
AsyncIterable<LocationProtos.google.cloud.location.ILocation>

{Object} An iterable Object that allows [async iteration](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Iteration_protocols). When you iterate the returned iterable, each element will be an object representing [Location]. 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](https://github.com/googleapis/gax-nodejs/blob/master/client-libraries.md#auto-pagination) 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
NameDescription
request protos.google.longrunning.ListOperationsRequest

The request object that will be sent.

options gax.CallOptions

Optional parameters. You can override the default settings for this call, e.g, timeout, retries, paginations, etc. See [gax.CallOptions]https://googleapis.github.io/gax-nodejs/global.html#CallOptions for the details.

Returns
TypeDescription
AsyncIterable<protos.google.longrunning.ListOperationsResponse>

{Object} An iterable Object that conforms to https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/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
NameDescription
productName string

A fully-qualified path representing Product resource.

Returns
TypeDescription
string | number

{string} A string representing the branch.

matchCatalogFromAttributesConfigName(attributesConfigName)

matchCatalogFromAttributesConfigName(attributesConfigName: string): string | number;

Parse the catalog from AttributesConfig resource.

Parameter
NameDescription
attributesConfigName string

A fully-qualified path representing AttributesConfig resource.

Returns
TypeDescription
string | number

{string} A string representing the catalog.

matchCatalogFromCatalogName(catalogName)

matchCatalogFromCatalogName(catalogName: string): string | number;

Parse the catalog from Catalog resource.

Parameter
NameDescription
catalogName string

A fully-qualified path representing Catalog resource.

Returns
TypeDescription
string | number

{string} A string representing the catalog.

matchCatalogFromCompletionConfigName(completionConfigName)

matchCatalogFromCompletionConfigName(completionConfigName: string): string | number;

Parse the catalog from CompletionConfig resource.

Parameter
NameDescription
completionConfigName string

A fully-qualified path representing CompletionConfig resource.

Returns
TypeDescription
string | number

{string} A string representing the catalog.

matchCatalogFromControlName(controlName)

matchCatalogFromControlName(controlName: string): string | number;

Parse the catalog from Control resource.

Parameter
NameDescription
controlName string

A fully-qualified path representing Control resource.

Returns
TypeDescription
string | number

{string} A string representing the catalog.

matchCatalogFromModelName(modelName)

matchCatalogFromModelName(modelName: string): string | number;

Parse the catalog from Model resource.

Parameter
NameDescription
modelName string

A fully-qualified path representing Model resource.

Returns
TypeDescription
string | number

{string} A string representing the catalog.

matchCatalogFromProductName(productName)

matchCatalogFromProductName(productName: string): string | number;

Parse the catalog from Product resource.

Parameter
NameDescription
productName string

A fully-qualified path representing Product resource.

Returns
TypeDescription
string | number

{string} A string representing the catalog.

matchCatalogFromServingConfigName(servingConfigName)

matchCatalogFromServingConfigName(servingConfigName: string): string | number;

Parse the catalog from ServingConfig resource.

Parameter
NameDescription
servingConfigName string

A fully-qualified path representing ServingConfig resource.

Returns
TypeDescription
string | number

{string} A string representing the catalog.

matchControlFromControlName(controlName)

matchControlFromControlName(controlName: string): string | number;

Parse the control from Control resource.

Parameter
NameDescription
controlName string

A fully-qualified path representing Control resource.

Returns
TypeDescription
string | number

{string} A string representing the control.

matchLocationFromAttributesConfigName(attributesConfigName)

matchLocationFromAttributesConfigName(attributesConfigName: string): string | number;

Parse the location from AttributesConfig resource.

Parameter
NameDescription
attributesConfigName string

A fully-qualified path representing AttributesConfig resource.

Returns
TypeDescription
string | number

{string} A string representing the location.

matchLocationFromCatalogName(catalogName)

matchLocationFromCatalogName(catalogName: string): string | number;

Parse the location from Catalog resource.

Parameter
NameDescription
catalogName string

A fully-qualified path representing Catalog resource.

Returns
TypeDescription
string | number

{string} A string representing the location.

matchLocationFromCompletionConfigName(completionConfigName)

matchLocationFromCompletionConfigName(completionConfigName: string): string | number;

Parse the location from CompletionConfig resource.

Parameter
NameDescription
completionConfigName string

A fully-qualified path representing CompletionConfig resource.

Returns
TypeDescription
string | number

{string} A string representing the location.

matchLocationFromControlName(controlName)

matchLocationFromControlName(controlName: string): string | number;

Parse the location from Control resource.

Parameter
NameDescription
controlName string

A fully-qualified path representing Control resource.

Returns
TypeDescription
string | number

{string} A string representing the location.

matchLocationFromModelName(modelName)

matchLocationFromModelName(modelName: string): string | number;

Parse the location from Model resource.

Parameter
NameDescription
modelName string

A fully-qualified path representing Model resource.

Returns
TypeDescription
string | number

{string} A string representing the location.

matchLocationFromProductName(productName)

matchLocationFromProductName(productName: string): string | number;

Parse the location from Product resource.

Parameter
NameDescription
productName string

A fully-qualified path representing Product resource.

Returns
TypeDescription
string | number

{string} A string representing the location.

matchLocationFromServingConfigName(servingConfigName)

matchLocationFromServingConfigName(servingConfigName: string): string | number;

Parse the location from ServingConfig resource.

Parameter
NameDescription
servingConfigName string

A fully-qualified path representing ServingConfig resource.

Returns
TypeDescription
string | number

{string} A string representing the location.

matchModelFromModelName(modelName)

matchModelFromModelName(modelName: string): string | number;

Parse the model from Model resource.

Parameter
NameDescription
modelName string

A fully-qualified path representing Model resource.

Returns
TypeDescription
string | number

{string} A string representing the model.

matchProductFromProductName(productName)

matchProductFromProductName(productName: string): string | number;

Parse the product from Product resource.

Parameter
NameDescription
productName string

A fully-qualified path representing Product resource.

Returns
TypeDescription
string | number

{string} A string representing the product.

matchProjectFromAttributesConfigName(attributesConfigName)

matchProjectFromAttributesConfigName(attributesConfigName: string): string | number;

Parse the project from AttributesConfig resource.

Parameter
NameDescription
attributesConfigName string

A fully-qualified path representing AttributesConfig resource.

Returns
TypeDescription
string | number

{string} A string representing the project.

matchProjectFromCatalogName(catalogName)

matchProjectFromCatalogName(catalogName: string): string | number;

Parse the project from Catalog resource.

Parameter
NameDescription
catalogName string

A fully-qualified path representing Catalog resource.

Returns
TypeDescription
string | number

{string} A string representing the project.

matchProjectFromCompletionConfigName(completionConfigName)

matchProjectFromCompletionConfigName(completionConfigName: string): string | number;

Parse the project from CompletionConfig resource.

Parameter
NameDescription
completionConfigName string

A fully-qualified path representing CompletionConfig resource.

Returns
TypeDescription
string | number

{string} A string representing the project.

matchProjectFromControlName(controlName)

matchProjectFromControlName(controlName: string): string | number;

Parse the project from Control resource.

Parameter
NameDescription
controlName string

A fully-qualified path representing Control resource.

Returns
TypeDescription
string | number

{string} A string representing the project.

matchProjectFromModelName(modelName)

matchProjectFromModelName(modelName: string): string | number;

Parse the project from Model resource.

Parameter
NameDescription
modelName string

A fully-qualified path representing Model resource.

Returns
TypeDescription
string | number

{string} A string representing the project.

matchProjectFromProductName(productName)

matchProjectFromProductName(productName: string): string | number;

Parse the project from Product resource.

Parameter
NameDescription
productName string

A fully-qualified path representing Product resource.

Returns
TypeDescription
string | number

{string} A string representing the project.

matchProjectFromServingConfigName(servingConfigName)

matchProjectFromServingConfigName(servingConfigName: string): string | number;

Parse the project from ServingConfig resource.

Parameter
NameDescription
servingConfigName string

A fully-qualified path representing ServingConfig resource.

Returns
TypeDescription
string | number

{string} A string representing the project.

matchServingConfigFromServingConfigName(servingConfigName)

matchServingConfigFromServingConfigName(servingConfigName: string): string | number;

Parse the serving_config from ServingConfig resource.

Parameter
NameDescription
servingConfigName string

A fully-qualified path representing ServingConfig resource.

Returns
TypeDescription
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
NameDescription
project string
location string
catalog string
model string
Returns
TypeDescription
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
NameDescription
request protos.google.cloud.retail.v2beta.IPredictRequest

The request object that will be sent.

options CallOptions

Call options. See CallOptions for more details.

Returns
TypeDescription
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 [PredictResponse]. Please see the [documentation](https://github.com/googleapis/gax-nodejs/blob/master/client-libraries.md#regular-methods) 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
   *  Managing serving configurations 
   *  (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 generic
   *  (unfiltered) popular products. If you only want results strictly matching
   *  the filters, set `strictFiltering` to True in `PredictRequest.params` to
   *  receive empty results instead.
   *  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"))
   */
  // 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 an 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 = 1234
  /**
   *  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 = 1234

  // 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
NameDescription
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>
Returns
TypeDescription
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
NameDescription
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>
Returns
TypeDescription
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
NameDescription
project string
location string
catalog string
branch string
product string
Returns
TypeDescription
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
NameDescription
project string
location string
catalog string
servingConfig string
Returns
TypeDescription
string

{string} Resource name string.