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import-user-events-big-query.js
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// Copyright 2022 Google Inc.
//
// 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
//
// http://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.
// [START retail_import_user_events_from_big_query]
'use strict';
async function main(datasetId) {
// Imports the Google Cloud client library.
const {UserEventServiceClient} = require('@google-cloud/retail').v2;
// Instantiates a client.
const retailClient = new UserEventServiceClient();
const projectId = await retailClient.getProjectId();
const dataSchema = 'user_event';
const tableId = 'events'; // TO CHECK ERROR HANDLING USE THE TABLE OF INVALID USER EVENTS
// Placement
const parent = `projects/${projectId}/locations/global/catalogs/default_catalog`; // TO CHECK ERROR HANDLING PASTE THE INVALID CATALOG NAME HERE
// The desired input location of the data.
const inputConfig = {
bigQuerySource: {
projectId,
datasetId,
tableId,
dataSchema,
},
};
const IResponseParams = {
IImportUserEventsResponse: 0,
IImportMetadata: 1,
IOperation: 2,
};
const callImportUserEvents = async () => {
// Construct request
const request = {
parent,
inputConfig,
};
console.log('Import request: ', request);
// Run request
const [operation] = await retailClient.importUserEvents(request);
const response = await operation.promise();
const result = response[IResponseParams.IImportMetadata];
console.log(
`Number of successfully imported events: ${result.successCount | 0}`
);
console.log(
`Number of failures during the importing: ${result.failureCount | 0}`
);
console.log(`Operation result: ${JSON.stringify(response)}`);
};
console.log('Start events import');
await callImportUserEvents();
console.log('Events import finished');
}
process.on('unhandledRejection', err => {
console.error(err.message);
process.exitCode = 1;
});
main(
...(() => {
const argv = process.argv.slice(2);
return argv.length ? argv : ['user_events'];
})()
);
// [END retail_import_user_events_from_big_query]