@google-cloud/retail
Version:
723 lines (722 loc) • 35.7 kB
TypeScript
import type * as gax from 'google-gax';
import type { Callback, CallOptions, Descriptors, ClientOptions, LocationsClient, LocationProtos } from 'google-gax';
import * as protos from '../../protos/protos';
/**
* Service for making recommendation prediction.
* @class
* @memberof v2
*/
export declare class PredictionServiceClient {
private _terminated;
private _opts;
private _providedCustomServicePath;
private _gaxModule;
private _gaxGrpc;
private _protos;
private _defaults;
private _universeDomain;
private _servicePath;
private _log;
auth: gax.GoogleAuth;
descriptors: Descriptors;
warn: (code: string, message: string, warnType?: string) => void;
innerApiCalls: {
[name: string]: Function;
};
locationsClient: LocationsClient;
pathTemplates: {
[name: string]: gax.PathTemplate;
};
operationsClient: gax.OperationsClient;
predictionServiceStub?: Promise<{
[name: string]: Function;
}>;
/**
* Construct an instance of PredictionServiceClient.
*
* @param {object} [options] - The configuration object.
* The options accepted by the constructor are described in detail
* in [this document](https://github.com/googleapis/gax-nodejs/blob/main/client-libraries.md#creating-the-client-instance).
* The common options are:
* @param {object} [options.credentials] - Credentials object.
* @param {string} [options.credentials.client_email]
* @param {string} [options.credentials.private_key]
* @param {string} [options.email] - Account email address. Required when
* using a .pem or .p12 keyFilename.
* @param {string} [options.keyFilename] - Full path to the a .json, .pem, or
* .p12 key downloaded from the Google Developers Console. If you provide
* a path to a JSON file, the projectId option below is not necessary.
* NOTE: .pem and .p12 require you to specify options.email as well.
* @param {number} [options.port] - The port on which to connect to
* the remote host.
* @param {string} [options.projectId] - The project ID from the Google
* Developer's Console, e.g. 'grape-spaceship-123'. We will also check
* the environment variable GCLOUD_PROJECT for your project ID. If your
* app is running in an environment which supports
* {@link https://cloud.google.com/docs/authentication/application-default-credentials Application Default Credentials},
* your project ID will be detected automatically.
* @param {string} [options.apiEndpoint] - The domain name of the
* API remote host.
* @param {gax.ClientConfig} [options.clientConfig] - Client configuration override.
* Follows the structure of {@link gapicConfig}.
* @param {boolean} [options.fallback] - Use HTTP/1.1 REST mode.
* For more information, please check the
* {@link https://github.com/googleapis/gax-nodejs/blob/main/client-libraries.md#http11-rest-api-mode documentation}.
* @param {gax} [gaxInstance]: 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);
* ```
*/
constructor(opts?: ClientOptions, gaxInstance?: typeof gax | typeof gax.fallback);
/**
* 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 {Promise} A promise that resolves to an authenticated service stub.
*/
initialize(): Promise<{
[name: string]: Function;
}>;
/**
* The DNS address for this API service.
* @deprecated Use the apiEndpoint method of the client instance.
* @returns {string} The DNS address for this service.
*/
static get servicePath(): string;
/**
* The DNS address for this API service - same as servicePath.
* @deprecated Use the apiEndpoint method of the client instance.
* @returns {string} The DNS address for this service.
*/
static get apiEndpoint(): string;
/**
* The DNS address for this API service.
* @returns {string} The DNS address for this service.
*/
get apiEndpoint(): string;
get universeDomain(): string;
/**
* The port for this API service.
* @returns {number} The default port for this service.
*/
static get port(): number;
/**
* The scopes needed to make gRPC calls for every method defined
* in this service.
* @returns {string[]} List of default scopes.
*/
static get scopes(): string[];
getProjectId(): Promise<string>;
getProjectId(callback: Callback<string, undefined, undefined>): void;
/**
* Makes a recommendation prediction.
*
* @param {Object} request
* The request object that will be sent.
* @param {string} request.placement
* 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
* @param {google.cloud.retail.v2.UserEvent} request.userEvent
* 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
* {@link protos.google.cloud.retail.v2.UserEvent.visitor_id|UserEvent.visitor_id} or
* {@link protos.google.cloud.retail.v2.UserInfo.user_id|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
* {@link protos.google.cloud.retail.v2.UserEvent.visitor_id|UserEvent.visitor_id} to a
* random unique ID and leave
* {@link protos.google.cloud.retail.v2.UserInfo.user_id|UserInfo.user_id} unset.
* @param {number} request.pageSize
* 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.
* @param {string} request.pageToken
* This field is not used; leave it unset.
* @param {string} request.filter
* 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).
* @param {boolean} request.validateOnly
* 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.
* @param {number[]} request.params
* 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.
* @param {number[]} request.labels
* 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.
* @param {object} [options]
* Call options. See {@link https://googleapis.dev/nodejs/google-gax/latest/interfaces/CallOptions.html|CallOptions} for more details.
* @returns {Promise} - The promise which resolves to an array.
* The first element of the array is an object representing {@link protos.google.cloud.retail.v2.PredictResponse|PredictResponse}.
* Please see the {@link https://github.com/googleapis/gax-nodejs/blob/master/client-libraries.md#regular-methods | documentation }
* for more details and examples.
* @example <caption>include:samples/generated/v2/prediction_service.predict.js</caption>
* region_tag:retail_v2_generated_PredictionService_Predict_async
*/
predict(request?: protos.google.cloud.retail.v2.IPredictRequest, options?: CallOptions): Promise<[
protos.google.cloud.retail.v2.IPredictResponse,
protos.google.cloud.retail.v2.IPredictRequest | undefined,
{} | undefined
]>;
predict(request: protos.google.cloud.retail.v2.IPredictRequest, options: CallOptions, callback: Callback<protos.google.cloud.retail.v2.IPredictResponse, protos.google.cloud.retail.v2.IPredictRequest | null | undefined, {} | null | undefined>): void;
predict(request: protos.google.cloud.retail.v2.IPredictRequest, callback: Callback<protos.google.cloud.retail.v2.IPredictResponse, protos.google.cloud.retail.v2.IPredictRequest | null | undefined, {} | null | undefined>): void;
/**
* Gets information about a location.
*
* @param {Object} request
* The request object that will be sent.
* @param {string} request.name
* Resource name for the location.
* @param {object} [options]
* Call options. See {@link https://googleapis.dev/nodejs/google-gax/latest/interfaces/CallOptions.html | CallOptions} for more details.
* @returns {Promise} - The promise which resolves to an array.
* The first element of the array is an object representing {@link google.cloud.location.Location | Location}.
* Please see the {@link https://github.com/googleapis/gax-nodejs/blob/master/client-libraries.md#regular-methods | documentation }
* for more details and examples.
* @example
* ```
* const [response] = await client.getLocation(request);
* ```
*/
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>;
/**
* 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.
* @param {Object} request
* The request object that will be sent.
* @param {string} request.name
* The resource that owns the locations collection, if applicable.
* @param {string} request.filter
* The standard list filter.
* @param {number} request.pageSize
* The standard list page size.
* @param {string} request.pageToken
* The standard list page token.
* @param {object} [options]
* Call options. See {@link https://googleapis.dev/nodejs/google-gax/latest/interfaces/CallOptions.html|CallOptions} for more details.
* @returns {Object}
* An iterable Object that allows {@link https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Iteration_protocols | async iteration }.
* When you iterate the returned iterable, each element will be an object representing
* {@link google.cloud.location.Location | 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 {@link https://github.com/googleapis/gax-nodejs/blob/master/client-libraries.md#auto-pagination | documentation }
* for more details and examples.
* @example
* ```
* const iterable = client.listLocationsAsync(request);
* for await (const response of iterable) {
* // process response
* }
* ```
*/
listLocationsAsync(request: LocationProtos.google.cloud.location.IListLocationsRequest, options?: CallOptions): AsyncIterable<LocationProtos.google.cloud.location.ILocation>;
/**
* 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.
*
* @param {Object} request - The request object that will be sent.
* @param {string} request.name - The name of the operation resource.
* @param {Object=} options
* Optional parameters. You can override the default settings for this call,
* e.g, timeout, retries, paginations, etc. See {@link
* https://googleapis.github.io/gax-nodejs/global.html#CallOptions | gax.CallOptions}
* for the details.
* @param {function(?Error, ?Object)=} callback
* The function which will be called with the result of the API call.
*
* The second parameter to the callback is an object representing
* {@link google.longrunning.Operation | google.longrunning.Operation}.
* @return {Promise} - The promise which resolves to an array.
* The first element of the array is an object representing
* {@link google.longrunning.Operation | google.longrunning.Operation}.
* The promise has a method named "cancel" which cancels the ongoing API call.
*
* @example
* ```
* const client = longrunning.operationsClient();
* const name = '';
* const [response] = await client.getOperation({name});
* // doThingsWith(response)
* ```
*/
getOperation(request: protos.google.longrunning.GetOperationRequest, optionsOrCallback?: 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]>;
/**
* 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.
*
* @param {Object} request - The request object that will be sent.
* @param {string} request.name - The name of the operation collection.
* @param {string} request.filter - The standard list filter.
* @param {number=} request.pageSize -
* The maximum number of resources contained in the underlying API
* response. If page streaming is performed per-resource, this
* parameter does not affect the return value. If page streaming is
* performed per-page, this determines the maximum number of
* resources in a page.
* @param {Object=} options
* Optional parameters. You can override the default settings for this call,
* e.g, timeout, retries, paginations, etc. See {@link
* https://googleapis.github.io/gax-nodejs/global.html#CallOptions | gax.CallOptions} for the
* details.
* @returns {Object}
* An iterable Object that conforms to {@link https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Iteration_protocols | iteration protocols}.
*
* @example
* ```
* const client = longrunning.operationsClient();
* for await (const response of client.listOperationsAsync(request));
* // doThingsWith(response)
* ```
*/
listOperationsAsync(request: protos.google.longrunning.ListOperationsRequest, options?: gax.CallOptions): AsyncIterable<protos.google.longrunning.IOperation>;
/**
* 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
* {@link Operations.GetOperation} 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 {@link Operation.error} value with a {@link google.rpc.Status.code} of
* 1, corresponding to `Code.CANCELLED`.
*
* @param {Object} request - The request object that will be sent.
* @param {string} request.name - The name of the operation resource to be cancelled.
* @param {Object=} options
* Optional parameters. You can override the default settings for this call,
* e.g, timeout, retries, paginations, etc. See {@link
* https://googleapis.github.io/gax-nodejs/global.html#CallOptions | gax.CallOptions} for the
* details.
* @param {function(?Error)=} callback
* The function which will be called with the result of the API call.
* @return {Promise} - The promise which resolves when API call finishes.
* The promise has a method named "cancel" which cancels the ongoing API
* call.
*
* @example
* ```
* const client = longrunning.operationsClient();
* await client.cancelOperation({name: ''});
* ```
*/
cancelOperation(request: protos.google.longrunning.CancelOperationRequest, optionsOrCallback?: gax.CallOptions | Callback<protos.google.longrunning.CancelOperationRequest, protos.google.protobuf.Empty, {} | undefined | null>, callback?: Callback<protos.google.longrunning.CancelOperationRequest, protos.google.protobuf.Empty, {} | undefined | null>): 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`.
*
* @param {Object} request - The request object that will be sent.
* @param {string} request.name - The name of the operation resource to be deleted.
* @param {Object=} options
* Optional parameters. You can override the default settings for this call,
* e.g, timeout, retries, paginations, etc. See {@link
* https://googleapis.github.io/gax-nodejs/global.html#CallOptions | gax.CallOptions}
* for the details.
* @param {function(?Error)=} callback
* The function which will be called with the result of the API call.
* @return {Promise} - The promise which resolves when API call finishes.
* The promise has a method named "cancel" which cancels the ongoing API
* call.
*
* @example
* ```
* const client = longrunning.operationsClient();
* await client.deleteOperation({name: ''});
* ```
*/
deleteOperation(request: protos.google.longrunning.DeleteOperationRequest, optionsOrCallback?: 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>;
/**
* Return a fully-qualified attributesConfig resource name string.
*
* @param {string} project
* @param {string} location
* @param {string} catalog
* @returns {string} Resource name string.
*/
attributesConfigPath(project: string, location: string, catalog: string): string;
/**
* Parse the project from AttributesConfig resource.
*
* @param {string} attributesConfigName
* A fully-qualified path representing AttributesConfig resource.
* @returns {string} A string representing the project.
*/
matchProjectFromAttributesConfigName(attributesConfigName: string): string | number;
/**
* Parse the location from AttributesConfig resource.
*
* @param {string} attributesConfigName
* A fully-qualified path representing AttributesConfig resource.
* @returns {string} A string representing the location.
*/
matchLocationFromAttributesConfigName(attributesConfigName: string): string | number;
/**
* Parse the catalog from AttributesConfig resource.
*
* @param {string} attributesConfigName
* A fully-qualified path representing AttributesConfig resource.
* @returns {string} A string representing the catalog.
*/
matchCatalogFromAttributesConfigName(attributesConfigName: string): string | number;
/**
* Return a fully-qualified catalog resource name string.
*
* @param {string} project
* @param {string} location
* @param {string} catalog
* @returns {string} Resource name string.
*/
catalogPath(project: string, location: string, catalog: string): string;
/**
* Parse the project from Catalog resource.
*
* @param {string} catalogName
* A fully-qualified path representing Catalog resource.
* @returns {string} A string representing the project.
*/
matchProjectFromCatalogName(catalogName: string): string | number;
/**
* Parse the location from Catalog resource.
*
* @param {string} catalogName
* A fully-qualified path representing Catalog resource.
* @returns {string} A string representing the location.
*/
matchLocationFromCatalogName(catalogName: string): string | number;
/**
* Parse the catalog from Catalog resource.
*
* @param {string} catalogName
* A fully-qualified path representing Catalog resource.
* @returns {string} A string representing the catalog.
*/
matchCatalogFromCatalogName(catalogName: string): string | number;
/**
* Return a fully-qualified completionConfig resource name string.
*
* @param {string} project
* @param {string} location
* @param {string} catalog
* @returns {string} Resource name string.
*/
completionConfigPath(project: string, location: string, catalog: string): string;
/**
* Parse the project from CompletionConfig resource.
*
* @param {string} completionConfigName
* A fully-qualified path representing CompletionConfig resource.
* @returns {string} A string representing the project.
*/
matchProjectFromCompletionConfigName(completionConfigName: string): string | number;
/**
* Parse the location from CompletionConfig resource.
*
* @param {string} completionConfigName
* A fully-qualified path representing CompletionConfig resource.
* @returns {string} A string representing the location.
*/
matchLocationFromCompletionConfigName(completionConfigName: string): string | number;
/**
* Parse the catalog from CompletionConfig resource.
*
* @param {string} completionConfigName
* A fully-qualified path representing CompletionConfig resource.
* @returns {string} A string representing the catalog.
*/
matchCatalogFromCompletionConfigName(completionConfigName: string): string | number;
/**
* Return a fully-qualified control resource name string.
*
* @param {string} project
* @param {string} location
* @param {string} catalog
* @param {string} control
* @returns {string} Resource name string.
*/
controlPath(project: string, location: string, catalog: string, control: string): string;
/**
* Parse the project from Control resource.
*
* @param {string} controlName
* A fully-qualified path representing Control resource.
* @returns {string} A string representing the project.
*/
matchProjectFromControlName(controlName: string): string | number;
/**
* Parse the location from Control resource.
*
* @param {string} controlName
* A fully-qualified path representing Control resource.
* @returns {string} A string representing the location.
*/
matchLocationFromControlName(controlName: string): string | number;
/**
* Parse the catalog from Control resource.
*
* @param {string} controlName
* A fully-qualified path representing Control resource.
* @returns {string} A string representing the catalog.
*/
matchCatalogFromControlName(controlName: string): string | number;
/**
* Parse the control from Control resource.
*
* @param {string} controlName
* A fully-qualified path representing Control resource.
* @returns {string} A string representing the control.
*/
matchControlFromControlName(controlName: string): string | number;
/**
* Return a fully-qualified model resource name string.
*
* @param {string} project
* @param {string} location
* @param {string} catalog
* @param {string} model
* @returns {string} Resource name string.
*/
modelPath(project: string, location: string, catalog: string, model: string): string;
/**
* Parse the project from Model resource.
*
* @param {string} modelName
* A fully-qualified path representing Model resource.
* @returns {string} A string representing the project.
*/
matchProjectFromModelName(modelName: string): string | number;
/**
* Parse the location from Model resource.
*
* @param {string} modelName
* A fully-qualified path representing Model resource.
* @returns {string} A string representing the location.
*/
matchLocationFromModelName(modelName: string): string | number;
/**
* Parse the catalog from Model resource.
*
* @param {string} modelName
* A fully-qualified path representing Model resource.
* @returns {string} A string representing the catalog.
*/
matchCatalogFromModelName(modelName: string): string | number;
/**
* Parse the model from Model resource.
*
* @param {string} modelName
* A fully-qualified path representing Model resource.
* @returns {string} A string representing the model.
*/
matchModelFromModelName(modelName: string): string | number;
/**
* Return a fully-qualified product resource name string.
*
* @param {string} project
* @param {string} location
* @param {string} catalog
* @param {string} branch
* @param {string} product
* @returns {string} Resource name string.
*/
productPath(project: string, location: string, catalog: string, branch: string, product: string): string;
/**
* Parse the project from Product resource.
*
* @param {string} productName
* A fully-qualified path representing Product resource.
* @returns {string} A string representing the project.
*/
matchProjectFromProductName(productName: string): string | number;
/**
* Parse the location from Product resource.
*
* @param {string} productName
* A fully-qualified path representing Product resource.
* @returns {string} A string representing the location.
*/
matchLocationFromProductName(productName: string): string | number;
/**
* Parse the catalog from Product resource.
*
* @param {string} productName
* A fully-qualified path representing Product resource.
* @returns {string} A string representing the catalog.
*/
matchCatalogFromProductName(productName: string): string | number;
/**
* Parse the branch from Product resource.
*
* @param {string} productName
* A fully-qualified path representing Product resource.
* @returns {string} A string representing the branch.
*/
matchBranchFromProductName(productName: string): string | number;
/**
* Parse the product from Product resource.
*
* @param {string} productName
* A fully-qualified path representing Product resource.
* @returns {string} A string representing the product.
*/
matchProductFromProductName(productName: string): string | number;
/**
* Return a fully-qualified servingConfig resource name string.
*
* @param {string} project
* @param {string} location
* @param {string} catalog
* @param {string} serving_config
* @returns {string} Resource name string.
*/
servingConfigPath(project: string, location: string, catalog: string, servingConfig: string): string;
/**
* Parse the project from ServingConfig resource.
*
* @param {string} servingConfigName
* A fully-qualified path representing ServingConfig resource.
* @returns {string} A string representing the project.
*/
matchProjectFromServingConfigName(servingConfigName: string): string | number;
/**
* Parse the location from ServingConfig resource.
*
* @param {string} servingConfigName
* A fully-qualified path representing ServingConfig resource.
* @returns {string} A string representing the location.
*/
matchLocationFromServingConfigName(servingConfigName: string): string | number;
/**
* Parse the catalog from ServingConfig resource.
*
* @param {string} servingConfigName
* A fully-qualified path representing ServingConfig resource.
* @returns {string} A string representing the catalog.
*/
matchCatalogFromServingConfigName(servingConfigName: string): string | number;
/**
* Parse the serving_config from ServingConfig resource.
*
* @param {string} servingConfigName
* A fully-qualified path representing ServingConfig resource.
* @returns {string} A string representing the serving_config.
*/
matchServingConfigFromServingConfigName(servingConfigName: string): string | number;
/**
* Terminate the gRPC channel and close the client.
*
* The client will no longer be usable and all future behavior is undefined.
* @returns {Promise} A promise that resolves when the client is closed.
*/
close(): Promise<void>;
}