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auto_ml_client.ts
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auto_ml_client.ts
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// Copyright 2023 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// https://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
//
// ** This file is automatically generated by gapic-generator-typescript. **
// ** https://github.com/googleapis/gapic-generator-typescript **
// ** All changes to this file may be overwritten. **
/* global window */
import type * as gax from 'google-gax';
import type {
Callback,
CallOptions,
Descriptors,
ClientOptions,
GrpcClientOptions,
LROperation,
PaginationCallback,
GaxCall,
} from 'google-gax';
import {Transform} from 'stream';
import * as protos from '../../protos/protos';
import jsonProtos = require('../../protos/protos.json');
/**
* Client JSON configuration object, loaded from
* `src/v1beta1/auto_ml_client_config.json`.
* This file defines retry strategy and timeouts for all API methods in this library.
*/
import * as gapicConfig from './auto_ml_client_config.json';
const version = require('../../../package.json').version;
/**
* AutoML Server API.
*
* The resource names are assigned by the server.
* The server never reuses names that it has created after the resources with
* those names are deleted.
*
* An ID of a resource is the last element of the item's resource name. For
* `projects/{project_id}/locations/{location_id}/datasets/{dataset_id}`, then
* the id for the item is `{dataset_id}`.
*
* Currently the only supported `location_id` is "us-central1".
*
* On any input that is documented to expect a string parameter in
* snake_case or kebab-case, either of those cases is accepted.
* @class
* @memberof v1beta1
*/
export class AutoMlClient {
private _terminated = false;
private _opts: ClientOptions;
private _providedCustomServicePath: boolean;
private _gaxModule: typeof gax | typeof gax.fallback;
private _gaxGrpc: gax.GrpcClient | gax.fallback.GrpcClient;
private _protos: {};
private _defaults: {[method: string]: gax.CallSettings};
auth: gax.GoogleAuth;
descriptors: Descriptors = {
page: {},
stream: {},
longrunning: {},
batching: {},
};
warn: (code: string, message: string, warnType?: string) => void;
innerApiCalls: {[name: string]: Function};
pathTemplates: {[name: string]: gax.PathTemplate};
operationsClient: gax.OperationsClient;
autoMlStub?: Promise<{[name: string]: Function}>;
/**
* Construct an instance of AutoMlClient.
*
* @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://developers.google.com/identity/protocols/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 AutoMlClient({fallback: true}, gax);
* ```
*/
constructor(
opts?: ClientOptions,
gaxInstance?: typeof gax | typeof gax.fallback
) {
// Ensure that options include all the required fields.
const staticMembers = this.constructor as typeof AutoMlClient;
const servicePath =
opts?.servicePath || opts?.apiEndpoint || staticMembers.servicePath;
this._providedCustomServicePath = !!(
opts?.servicePath || opts?.apiEndpoint
);
const port = opts?.port || staticMembers.port;
const clientConfig = opts?.clientConfig ?? {};
const fallback =
opts?.fallback ??
(typeof window !== 'undefined' && typeof window?.fetch === 'function');
opts = Object.assign({servicePath, port, clientConfig, fallback}, opts);
// Request numeric enum values if REST transport is used.
opts.numericEnums = true;
// If scopes are unset in options and we're connecting to a non-default endpoint, set scopes just in case.
if (servicePath !== staticMembers.servicePath && !('scopes' in opts)) {
opts['scopes'] = staticMembers.scopes;
}
// Load google-gax module synchronously if needed
if (!gaxInstance) {
gaxInstance = require('google-gax') as typeof gax;
}
// Choose either gRPC or proto-over-HTTP implementation of google-gax.
this._gaxModule = opts.fallback ? gaxInstance.fallback : gaxInstance;
// Create a `gaxGrpc` object, with any grpc-specific options sent to the client.
this._gaxGrpc = new this._gaxModule.GrpcClient(opts);
// Save options to use in initialize() method.
this._opts = opts;
// Save the auth object to the client, for use by other methods.
this.auth = this._gaxGrpc.auth as gax.GoogleAuth;
// Set useJWTAccessWithScope on the auth object.
this.auth.useJWTAccessWithScope = true;
// Set defaultServicePath on the auth object.
this.auth.defaultServicePath = staticMembers.servicePath;
// Set the default scopes in auth client if needed.
if (servicePath === staticMembers.servicePath) {
this.auth.defaultScopes = staticMembers.scopes;
}
// Determine the client header string.
const clientHeader = [`gax/${this._gaxModule.version}`, `gapic/${version}`];
if (typeof process !== 'undefined' && 'versions' in process) {
clientHeader.push(`gl-node/${process.versions.node}`);
} else {
clientHeader.push(`gl-web/${this._gaxModule.version}`);
}
if (!opts.fallback) {
clientHeader.push(`grpc/${this._gaxGrpc.grpcVersion}`);
} else {
clientHeader.push(`rest/${this._gaxGrpc.grpcVersion}`);
}
if (opts.libName && opts.libVersion) {
clientHeader.push(`${opts.libName}/${opts.libVersion}`);
}
// Load the applicable protos.
this._protos = this._gaxGrpc.loadProtoJSON(jsonProtos);
// This API contains "path templates"; forward-slash-separated
// identifiers to uniquely identify resources within the API.
// Create useful helper objects for these.
this.pathTemplates = {
annotationSpecPathTemplate: new this._gaxModule.PathTemplate(
'projects/{project}/locations/{location}/datasets/{dataset}/annotationSpecs/{annotation_spec}'
),
columnSpecPathTemplate: new this._gaxModule.PathTemplate(
'projects/{project}/locations/{location}/datasets/{dataset}/tableSpecs/{table_spec}/columnSpecs/{column_spec}'
),
datasetPathTemplate: new this._gaxModule.PathTemplate(
'projects/{project}/locations/{location}/datasets/{dataset}'
),
locationPathTemplate: new this._gaxModule.PathTemplate(
'projects/{project}/locations/{location}'
),
modelPathTemplate: new this._gaxModule.PathTemplate(
'projects/{project}/locations/{location}/models/{model}'
),
modelEvaluationPathTemplate: new this._gaxModule.PathTemplate(
'projects/{project}/locations/{location}/models/{model}/modelEvaluations/{model_evaluation}'
),
tableSpecPathTemplate: new this._gaxModule.PathTemplate(
'projects/{project}/locations/{location}/datasets/{dataset}/tableSpecs/{table_spec}'
),
};
// Some of the methods on this service return "paged" results,
// (e.g. 50 results at a time, with tokens to get subsequent
// pages). Denote the keys used for pagination and results.
this.descriptors.page = {
listDatasets: new this._gaxModule.PageDescriptor(
'pageToken',
'nextPageToken',
'datasets'
),
listTableSpecs: new this._gaxModule.PageDescriptor(
'pageToken',
'nextPageToken',
'tableSpecs'
),
listColumnSpecs: new this._gaxModule.PageDescriptor(
'pageToken',
'nextPageToken',
'columnSpecs'
),
listModels: new this._gaxModule.PageDescriptor(
'pageToken',
'nextPageToken',
'model'
),
listModelEvaluations: new this._gaxModule.PageDescriptor(
'pageToken',
'nextPageToken',
'modelEvaluation'
),
};
const protoFilesRoot = this._gaxModule.protobuf.Root.fromJSON(jsonProtos);
// This API contains "long-running operations", which return a
// an Operation object that allows for tracking of the operation,
// rather than holding a request open.
const lroOptions: GrpcClientOptions = {
auth: this.auth,
grpc: 'grpc' in this._gaxGrpc ? this._gaxGrpc.grpc : undefined,
};
if (opts.fallback) {
lroOptions.protoJson = protoFilesRoot;
lroOptions.httpRules = [
{
selector: 'google.iam.v1.IAMPolicy.GetIamPolicy',
get: '/v1beta1/{resource=projects/*/locations/*}:getIamPolicy',
additional_bindings: [
{
get: '/v1beta1/{resource=projects/*/locations/*/datasets/*}:getIamPolicy',
},
{
get: '/v1beta1/{resource=projects/*/locations/*/models/*}:getIamPolicy',
},
],
},
{
selector: 'google.iam.v1.IAMPolicy.SetIamPolicy',
post: '/v1beta1/{resource=projects/*/locations/*}:setIamPolicy',
body: '*',
additional_bindings: [
{
post: '/v1beta1/{resource=projects/*/locations/*/datasets/*}:setIamPolicy',
body: '*',
},
{
post: '/v1beta1/{resource=projects/*/locations/*/models/*}:setIamPolicy',
body: '*',
},
],
},
{
selector: 'google.iam.v1.IAMPolicy.TestIamPermissions',
post: '/v1beta1/{resource=projects/*/locations/*/**}:testIamPermissions',
body: '*',
},
{
selector: 'google.longrunning.Operations.CancelOperation',
post: '/v1beta1/{name=projects/*/locations/*/operations/*}:cancel',
body: '*',
},
{
selector: 'google.longrunning.Operations.DeleteOperation',
delete: '/v1beta1/{name=projects/*/locations/*/operations/*}',
},
{
selector: 'google.longrunning.Operations.GetOperation',
get: '/v1beta1/{name=projects/*/locations/*/operations/*}',
},
{
selector: 'google.longrunning.Operations.ListOperations',
get: '/v1beta1/{name=projects/*/locations/*}/operations',
},
{
selector: 'google.longrunning.Operations.WaitOperation',
post: '/v1beta1/{name=projects/*/locations/*/operations/*}:wait',
body: '*',
},
];
}
this.operationsClient = this._gaxModule
.lro(lroOptions)
.operationsClient(opts);
const deleteDatasetResponse = protoFilesRoot.lookup(
'.google.protobuf.Empty'
) as gax.protobuf.Type;
const deleteDatasetMetadata = protoFilesRoot.lookup(
'.google.cloud.automl.v1beta1.OperationMetadata'
) as gax.protobuf.Type;
const importDataResponse = protoFilesRoot.lookup(
'.google.protobuf.Empty'
) as gax.protobuf.Type;
const importDataMetadata = protoFilesRoot.lookup(
'.google.cloud.automl.v1beta1.OperationMetadata'
) as gax.protobuf.Type;
const exportDataResponse = protoFilesRoot.lookup(
'.google.protobuf.Empty'
) as gax.protobuf.Type;
const exportDataMetadata = protoFilesRoot.lookup(
'.google.cloud.automl.v1beta1.OperationMetadata'
) as gax.protobuf.Type;
const createModelResponse = protoFilesRoot.lookup(
'.google.cloud.automl.v1beta1.Model'
) as gax.protobuf.Type;
const createModelMetadata = protoFilesRoot.lookup(
'.google.cloud.automl.v1beta1.OperationMetadata'
) as gax.protobuf.Type;
const deleteModelResponse = protoFilesRoot.lookup(
'.google.protobuf.Empty'
) as gax.protobuf.Type;
const deleteModelMetadata = protoFilesRoot.lookup(
'.google.cloud.automl.v1beta1.OperationMetadata'
) as gax.protobuf.Type;
const deployModelResponse = protoFilesRoot.lookup(
'.google.protobuf.Empty'
) as gax.protobuf.Type;
const deployModelMetadata = protoFilesRoot.lookup(
'.google.cloud.automl.v1beta1.OperationMetadata'
) as gax.protobuf.Type;
const undeployModelResponse = protoFilesRoot.lookup(
'.google.protobuf.Empty'
) as gax.protobuf.Type;
const undeployModelMetadata = protoFilesRoot.lookup(
'.google.cloud.automl.v1beta1.OperationMetadata'
) as gax.protobuf.Type;
const exportModelResponse = protoFilesRoot.lookup(
'.google.protobuf.Empty'
) as gax.protobuf.Type;
const exportModelMetadata = protoFilesRoot.lookup(
'.google.cloud.automl.v1beta1.OperationMetadata'
) as gax.protobuf.Type;
const exportEvaluatedExamplesResponse = protoFilesRoot.lookup(
'.google.protobuf.Empty'
) as gax.protobuf.Type;
const exportEvaluatedExamplesMetadata = protoFilesRoot.lookup(
'.google.cloud.automl.v1beta1.OperationMetadata'
) as gax.protobuf.Type;
this.descriptors.longrunning = {
deleteDataset: new this._gaxModule.LongrunningDescriptor(
this.operationsClient,
deleteDatasetResponse.decode.bind(deleteDatasetResponse),
deleteDatasetMetadata.decode.bind(deleteDatasetMetadata)
),
importData: new this._gaxModule.LongrunningDescriptor(
this.operationsClient,
importDataResponse.decode.bind(importDataResponse),
importDataMetadata.decode.bind(importDataMetadata)
),
exportData: new this._gaxModule.LongrunningDescriptor(
this.operationsClient,
exportDataResponse.decode.bind(exportDataResponse),
exportDataMetadata.decode.bind(exportDataMetadata)
),
createModel: new this._gaxModule.LongrunningDescriptor(
this.operationsClient,
createModelResponse.decode.bind(createModelResponse),
createModelMetadata.decode.bind(createModelMetadata)
),
deleteModel: new this._gaxModule.LongrunningDescriptor(
this.operationsClient,
deleteModelResponse.decode.bind(deleteModelResponse),
deleteModelMetadata.decode.bind(deleteModelMetadata)
),
deployModel: new this._gaxModule.LongrunningDescriptor(
this.operationsClient,
deployModelResponse.decode.bind(deployModelResponse),
deployModelMetadata.decode.bind(deployModelMetadata)
),
undeployModel: new this._gaxModule.LongrunningDescriptor(
this.operationsClient,
undeployModelResponse.decode.bind(undeployModelResponse),
undeployModelMetadata.decode.bind(undeployModelMetadata)
),
exportModel: new this._gaxModule.LongrunningDescriptor(
this.operationsClient,
exportModelResponse.decode.bind(exportModelResponse),
exportModelMetadata.decode.bind(exportModelMetadata)
),
exportEvaluatedExamples: new this._gaxModule.LongrunningDescriptor(
this.operationsClient,
exportEvaluatedExamplesResponse.decode.bind(
exportEvaluatedExamplesResponse
),
exportEvaluatedExamplesMetadata.decode.bind(
exportEvaluatedExamplesMetadata
)
),
};
// Put together the default options sent with requests.
this._defaults = this._gaxGrpc.constructSettings(
'google.cloud.automl.v1beta1.AutoMl',
gapicConfig as gax.ClientConfig,
opts.clientConfig || {},
{'x-goog-api-client': clientHeader.join(' ')}
);
// Set up a dictionary of "inner API calls"; the core implementation
// of calling the API is handled in `google-gax`, with this code
// merely providing the destination and request information.
this.innerApiCalls = {};
// Add a warn function to the client constructor so it can be easily tested.
this.warn = this._gaxModule.warn;
}
/**
* 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() {
// If the client stub promise is already initialized, return immediately.
if (this.autoMlStub) {
return this.autoMlStub;
}
// Put together the "service stub" for
// google.cloud.automl.v1beta1.AutoMl.
this.autoMlStub = this._gaxGrpc.createStub(
this._opts.fallback
? (this._protos as protobuf.Root).lookupService(
'google.cloud.automl.v1beta1.AutoMl'
)
: // eslint-disable-next-line @typescript-eslint/no-explicit-any
(this._protos as any).google.cloud.automl.v1beta1.AutoMl,
this._opts,
this._providedCustomServicePath
) as Promise<{[method: string]: Function}>;
// Iterate over each of the methods that the service provides
// and create an API call method for each.
const autoMlStubMethods = [
'createDataset',
'getDataset',
'listDatasets',
'updateDataset',
'deleteDataset',
'importData',
'exportData',
'getAnnotationSpec',
'getTableSpec',
'listTableSpecs',
'updateTableSpec',
'getColumnSpec',
'listColumnSpecs',
'updateColumnSpec',
'createModel',
'getModel',
'listModels',
'deleteModel',
'deployModel',
'undeployModel',
'exportModel',
'exportEvaluatedExamples',
'getModelEvaluation',
'listModelEvaluations',
];
for (const methodName of autoMlStubMethods) {
const callPromise = this.autoMlStub.then(
stub =>
(...args: Array<{}>) => {
if (this._terminated) {
return Promise.reject('The client has already been closed.');
}
const func = stub[methodName];
return func.apply(stub, args);
},
(err: Error | null | undefined) => () => {
throw err;
}
);
const descriptor =
this.descriptors.page[methodName] ||
this.descriptors.longrunning[methodName] ||
undefined;
const apiCall = this._gaxModule.createApiCall(
callPromise,
this._defaults[methodName],
descriptor,
this._opts.fallback
);
this.innerApiCalls[methodName] = apiCall;
}
return this.autoMlStub;
}
/**
* The DNS address for this API service.
* @returns {string} The DNS address for this service.
*/
static get servicePath() {
return 'automl.googleapis.com';
}
/**
* The DNS address for this API service - same as servicePath(),
* exists for compatibility reasons.
* @returns {string} The DNS address for this service.
*/
static get apiEndpoint() {
return 'automl.googleapis.com';
}
/**
* The port for this API service.
* @returns {number} The default port for this service.
*/
static get port() {
return 443;
}
/**
* The scopes needed to make gRPC calls for every method defined
* in this service.
* @returns {string[]} List of default scopes.
*/
static get scopes() {
return ['https://www.googleapis.com/auth/cloud-platform'];
}
getProjectId(): Promise<string>;
getProjectId(callback: Callback<string, undefined, undefined>): void;
/**
* Return the project ID used by this class.
* @returns {Promise} A promise that resolves to string containing the project ID.
*/
getProjectId(
callback?: Callback<string, undefined, undefined>
): Promise<string> | void {
if (callback) {
this.auth.getProjectId(callback);
return;
}
return this.auth.getProjectId();
}
// -------------------
// -- Service calls --
// -------------------
/**
* Creates a dataset.
*
* @param {Object} request
* The request object that will be sent.
* @param {string} request.parent
* Required. The resource name of the project to create the dataset for.
* @param {google.cloud.automl.v1beta1.Dataset} request.dataset
* Required. The dataset to create.
* @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.automl.v1beta1.Dataset|Dataset}.
* 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/v1beta1/auto_ml.create_dataset.js</caption>
* region_tag:automl_v1beta1_generated_AutoMl_CreateDataset_async
*/
createDataset(
request?: protos.google.cloud.automl.v1beta1.ICreateDatasetRequest,
options?: CallOptions
): Promise<
[
protos.google.cloud.automl.v1beta1.IDataset,
protos.google.cloud.automl.v1beta1.ICreateDatasetRequest | undefined,
{} | undefined,
]
>;
createDataset(
request: protos.google.cloud.automl.v1beta1.ICreateDatasetRequest,
options: CallOptions,
callback: Callback<
protos.google.cloud.automl.v1beta1.IDataset,
| protos.google.cloud.automl.v1beta1.ICreateDatasetRequest
| null
| undefined,
{} | null | undefined
>
): void;
createDataset(
request: protos.google.cloud.automl.v1beta1.ICreateDatasetRequest,
callback: Callback<
protos.google.cloud.automl.v1beta1.IDataset,
| protos.google.cloud.automl.v1beta1.ICreateDatasetRequest
| null
| undefined,
{} | null | undefined
>
): void;
createDataset(
request?: protos.google.cloud.automl.v1beta1.ICreateDatasetRequest,
optionsOrCallback?:
| CallOptions
| Callback<
protos.google.cloud.automl.v1beta1.IDataset,
| protos.google.cloud.automl.v1beta1.ICreateDatasetRequest
| null
| undefined,
{} | null | undefined
>,
callback?: Callback<
protos.google.cloud.automl.v1beta1.IDataset,
| protos.google.cloud.automl.v1beta1.ICreateDatasetRequest
| null
| undefined,
{} | null | undefined
>
): Promise<
[
protos.google.cloud.automl.v1beta1.IDataset,
protos.google.cloud.automl.v1beta1.ICreateDatasetRequest | undefined,
{} | undefined,
]
> | void {
request = request || {};
let options: CallOptions;
if (typeof optionsOrCallback === 'function' && callback === undefined) {
callback = optionsOrCallback;
options = {};
} else {
options = optionsOrCallback as CallOptions;
}
options = options || {};
options.otherArgs = options.otherArgs || {};
options.otherArgs.headers = options.otherArgs.headers || {};
options.otherArgs.headers['x-goog-request-params'] =
this._gaxModule.routingHeader.fromParams({
parent: request.parent ?? '',
});
this.initialize();
return this.innerApiCalls.createDataset(request, options, callback);
}
/**
* Gets a dataset.
*
* @param {Object} request
* The request object that will be sent.
* @param {string} request.name
* Required. The resource name of the dataset to retrieve.
* @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.automl.v1beta1.Dataset|Dataset}.
* 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/v1beta1/auto_ml.get_dataset.js</caption>
* region_tag:automl_v1beta1_generated_AutoMl_GetDataset_async
*/
getDataset(
request?: protos.google.cloud.automl.v1beta1.IGetDatasetRequest,
options?: CallOptions
): Promise<
[
protos.google.cloud.automl.v1beta1.IDataset,
protos.google.cloud.automl.v1beta1.IGetDatasetRequest | undefined,
{} | undefined,
]
>;
getDataset(
request: protos.google.cloud.automl.v1beta1.IGetDatasetRequest,
options: CallOptions,
callback: Callback<
protos.google.cloud.automl.v1beta1.IDataset,
protos.google.cloud.automl.v1beta1.IGetDatasetRequest | null | undefined,
{} | null | undefined
>
): void;
getDataset(
request: protos.google.cloud.automl.v1beta1.IGetDatasetRequest,
callback: Callback<
protos.google.cloud.automl.v1beta1.IDataset,
protos.google.cloud.automl.v1beta1.IGetDatasetRequest | null | undefined,
{} | null | undefined
>
): void;
getDataset(
request?: protos.google.cloud.automl.v1beta1.IGetDatasetRequest,
optionsOrCallback?:
| CallOptions
| Callback<
protos.google.cloud.automl.v1beta1.IDataset,
| protos.google.cloud.automl.v1beta1.IGetDatasetRequest
| null
| undefined,
{} | null | undefined
>,
callback?: Callback<
protos.google.cloud.automl.v1beta1.IDataset,
protos.google.cloud.automl.v1beta1.IGetDatasetRequest | null | undefined,
{} | null | undefined
>
): Promise<
[
protos.google.cloud.automl.v1beta1.IDataset,
protos.google.cloud.automl.v1beta1.IGetDatasetRequest | undefined,
{} | undefined,
]
> | void {
request = request || {};
let options: CallOptions;
if (typeof optionsOrCallback === 'function' && callback === undefined) {
callback = optionsOrCallback;
options = {};
} else {
options = optionsOrCallback as CallOptions;
}
options = options || {};
options.otherArgs = options.otherArgs || {};
options.otherArgs.headers = options.otherArgs.headers || {};
options.otherArgs.headers['x-goog-request-params'] =
this._gaxModule.routingHeader.fromParams({
name: request.name ?? '',
});
this.initialize();
return this.innerApiCalls.getDataset(request, options, callback);
}
/**
* Updates a dataset.
*
* @param {Object} request
* The request object that will be sent.
* @param {google.cloud.automl.v1beta1.Dataset} request.dataset
* Required. The dataset which replaces the resource on the server.
* @param {google.protobuf.FieldMask} request.updateMask
* The update mask applies to the resource.
* @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.automl.v1beta1.Dataset|Dataset}.
* 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/v1beta1/auto_ml.update_dataset.js</caption>
* region_tag:automl_v1beta1_generated_AutoMl_UpdateDataset_async
*/
updateDataset(
request?: protos.google.cloud.automl.v1beta1.IUpdateDatasetRequest,
options?: CallOptions
): Promise<
[
protos.google.cloud.automl.v1beta1.IDataset,
protos.google.cloud.automl.v1beta1.IUpdateDatasetRequest | undefined,
{} | undefined,
]
>;
updateDataset(
request: protos.google.cloud.automl.v1beta1.IUpdateDatasetRequest,
options: CallOptions,
callback: Callback<
protos.google.cloud.automl.v1beta1.IDataset,
| protos.google.cloud.automl.v1beta1.IUpdateDatasetRequest
| null
| undefined,
{} | null | undefined
>
): void;
updateDataset(
request: protos.google.cloud.automl.v1beta1.IUpdateDatasetRequest,
callback: Callback<
protos.google.cloud.automl.v1beta1.IDataset,
| protos.google.cloud.automl.v1beta1.IUpdateDatasetRequest
| null
| undefined,
{} | null | undefined
>
): void;
updateDataset(
request?: protos.google.cloud.automl.v1beta1.IUpdateDatasetRequest,
optionsOrCallback?:
| CallOptions
| Callback<
protos.google.cloud.automl.v1beta1.IDataset,
| protos.google.cloud.automl.v1beta1.IUpdateDatasetRequest
| null
| undefined,
{} | null | undefined
>,
callback?: Callback<
protos.google.cloud.automl.v1beta1.IDataset,
| protos.google.cloud.automl.v1beta1.IUpdateDatasetRequest
| null
| undefined,
{} | null | undefined
>
): Promise<
[
protos.google.cloud.automl.v1beta1.IDataset,
protos.google.cloud.automl.v1beta1.IUpdateDatasetRequest | undefined,
{} | undefined,
]
> | void {
request = request || {};
let options: CallOptions;
if (typeof optionsOrCallback === 'function' && callback === undefined) {
callback = optionsOrCallback;
options = {};
} else {
options = optionsOrCallback as CallOptions;
}
options = options || {};
options.otherArgs = options.otherArgs || {};
options.otherArgs.headers = options.otherArgs.headers || {};
options.otherArgs.headers['x-goog-request-params'] =
this._gaxModule.routingHeader.fromParams({
'dataset.name': request.dataset!.name ?? '',
});
this.initialize();
return this.innerApiCalls.updateDataset(request, options, callback);
}
/**
* Gets an annotation spec.
*
* @param {Object} request
* The request object that will be sent.
* @param {string} request.name
* Required. The resource name of the annotation spec to retrieve.
* @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.automl.v1beta1.AnnotationSpec|AnnotationSpec}.
* 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/v1beta1/auto_ml.get_annotation_spec.js</caption>
* region_tag:automl_v1beta1_generated_AutoMl_GetAnnotationSpec_async
*/
getAnnotationSpec(
request?: protos.google.cloud.automl.v1beta1.IGetAnnotationSpecRequest,
options?: CallOptions
): Promise<
[
protos.google.cloud.automl.v1beta1.IAnnotationSpec,
protos.google.cloud.automl.v1beta1.IGetAnnotationSpecRequest | undefined,
{} | undefined,
]
>;
getAnnotationSpec(
request: protos.google.cloud.automl.v1beta1.IGetAnnotationSpecRequest,
options: CallOptions,
callback: Callback<
protos.google.cloud.automl.v1beta1.IAnnotationSpec,
| protos.google.cloud.automl.v1beta1.IGetAnnotationSpecRequest
| null
| undefined,
{} | null | undefined
>
): void;
getAnnotationSpec(
request: protos.google.cloud.automl.v1beta1.IGetAnnotationSpecRequest,
callback: Callback<
protos.google.cloud.automl.v1beta1.IAnnotationSpec,
| protos.google.cloud.automl.v1beta1.IGetAnnotationSpecRequest
| null
| undefined,
{} | null | undefined
>
): void;
getAnnotationSpec(
request?: protos.google.cloud.automl.v1beta1.IGetAnnotationSpecRequest,
optionsOrCallback?:
| CallOptions
| Callback<
protos.google.cloud.automl.v1beta1.IAnnotationSpec,
| protos.google.cloud.automl.v1beta1.IGetAnnotationSpecRequest
| null
| undefined,
{} | null | undefined
>,
callback?: Callback<
protos.google.cloud.automl.v1beta1.IAnnotationSpec,
| protos.google.cloud.automl.v1beta1.IGetAnnotationSpecRequest
| null
| undefined,
{} | null | undefined
>
): Promise<
[
protos.google.cloud.automl.v1beta1.IAnnotationSpec,
protos.google.cloud.automl.v1beta1.IGetAnnotationSpecRequest | undefined,
{} | undefined,
]
> | void {
request = request || {};
let options: CallOptions;
if (typeof optionsOrCallback === 'function' && callback === undefined) {
callback = optionsOrCallback;
options = {};
} else {
options = optionsOrCallback as CallOptions;
}
options = options || {};
options.otherArgs = options.otherArgs || {};
options.otherArgs.headers = options.otherArgs.headers || {};
options.otherArgs.headers['x-goog-request-params'] =
this._gaxModule.routingHeader.fromParams({
name: request.name ?? '',
});
this.initialize();
return this.innerApiCalls.getAnnotationSpec(request, options, callback);
}
/**
* Gets a table spec.
*
* @param {Object} request
* The request object that will be sent.
* @param {string} request.name
* Required. The resource name of the table spec to retrieve.
* @param {google.protobuf.FieldMask} request.fieldMask
* Mask specifying which fields to read.
* @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.automl.v1beta1.TableSpec|TableSpec}.
* 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/v1beta1/auto_ml.get_table_spec.js</caption>
* region_tag:automl_v1beta1_generated_AutoMl_GetTableSpec_async
*/
getTableSpec(
request?: protos.google.cloud.automl.v1beta1.IGetTableSpecRequest,
options?: CallOptions
): Promise<
[
protos.google.cloud.automl.v1beta1.ITableSpec,
protos.google.cloud.automl.v1beta1.IGetTableSpecRequest | undefined,
{} | undefined,
]
>;
getTableSpec(
request: protos.google.cloud.automl.v1beta1.IGetTableSpecRequest,
options: CallOptions,
callback: Callback<
protos.google.cloud.automl.v1beta1.ITableSpec,
| protos.google.cloud.automl.v1beta1.IGetTableSpecRequest
| null
| undefined,
{} | null | undefined
>
): void;
getTableSpec(
request: protos.google.cloud.automl.v1beta1.IGetTableSpecRequest,
callback: Callback<
protos.google.cloud.automl.v1beta1.ITableSpec,
| protos.google.cloud.automl.v1beta1.IGetTableSpecRequest
| null
| undefined,
{} | null | undefined
>
): void;
getTableSpec(
request?: protos.google.cloud.automl.v1beta1.IGetTableSpecRequest,
optionsOrCallback?:
| CallOptions
| Callback<
protos.google.cloud.automl.v1beta1.ITableSpec,
| protos.google.cloud.automl.v1beta1.IGetTableSpecRequest