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ImportUserEventsGcs.java
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/*
* Copyright 2022 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
*
* 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_gcs]
/*
* Import user events into a catalog from GCS using Retail API
*/
package events;
import com.google.api.gax.rpc.InvalidArgumentException;
import com.google.api.gax.rpc.PermissionDeniedException;
import com.google.cloud.ServiceOptions;
import com.google.cloud.retail.v2.GcsSource;
import com.google.cloud.retail.v2.ImportErrorsConfig;
import com.google.cloud.retail.v2.ImportMetadata;
import com.google.cloud.retail.v2.ImportUserEventsRequest;
import com.google.cloud.retail.v2.ImportUserEventsResponse;
import com.google.cloud.retail.v2.UserEventInputConfig;
import com.google.cloud.retail.v2.UserEventServiceClient;
import com.google.longrunning.Operation;
import com.google.longrunning.OperationsClient;
import java.io.IOException;
import java.util.concurrent.TimeUnit;
public class ImportUserEventsGcs {
public static void main(String[] args) throws IOException, InterruptedException {
String projectId = ServiceOptions.getDefaultProjectId();
String defaultCatalog =
String.format("projects/%s/locations/global/catalogs/default_catalog", projectId);
String bucketName = System.getenv("EVENTS_BUCKET_NAME");
String gcsUserEventsObject = "user_events.json";
// TO CHECK ERROR HANDLING USE THE JSON WITH INVALID USER EVENT:
// gcsEventsObject = "user_events_some_invalid.json"
importUserEventsFromGcs(defaultCatalog, bucketName, gcsUserEventsObject);
}
public static void importUserEventsFromGcs(
String defaultCatalog, String bucketName, String gcsUserEventsObject)
throws IOException, InterruptedException {
String gcsBucket = String.format("gs://%s", bucketName);
String gcsErrorsBucket = String.format("%s/error", gcsBucket);
GcsSource gcsSource =
GcsSource.newBuilder()
.addInputUris(String.format("%s/%s", gcsBucket, gcsUserEventsObject))
.build();
UserEventInputConfig inputConfig =
UserEventInputConfig.newBuilder().setGcsSource(gcsSource).build();
System.out.println("GRS source: " + gcsSource.getInputUrisList());
ImportErrorsConfig errorsConfig =
ImportErrorsConfig.newBuilder().setGcsPrefix(gcsErrorsBucket).build();
ImportUserEventsRequest importRequest =
ImportUserEventsRequest.newBuilder()
.setParent(defaultCatalog)
.setInputConfig(inputConfig)
.setErrorsConfig(errorsConfig)
.build();
System.out.printf("Import user events from google cloud source request: %s%n", importRequest);
// Initialize client that will be used to send requests. This client only
// needs to be created once, and can be reused for multiple requests. After
// completing all of your requests, call the "close" method on the client to
// safely clean up any remaining background resources.
try (UserEventServiceClient serviceClient = UserEventServiceClient.create()) {
String operationName = serviceClient.importUserEventsCallable().call(importRequest).getName();
System.out.println("The operation was started.");
System.out.printf("OperationName = %s%n", operationName);
OperationsClient operationsClient = serviceClient.getOperationsClient();
Operation operation = operationsClient.getOperation(operationName);
long assuredBreak = System.currentTimeMillis() + 60000; // 60 seconds delay
while (!operation.getDone() || System.currentTimeMillis() < assuredBreak) {
System.out.println("Please wait till operation is done.");
TimeUnit.SECONDS.sleep(30);
operation = operationsClient.getOperation(operationName);
}
if (operation.hasMetadata()) {
ImportMetadata metadata = operation.getMetadata().unpack(ImportMetadata.class);
System.out.printf(
"Number of successfully imported events: %s%n", metadata.getSuccessCount());
System.out.printf(
"Number of failures during the importing: %s%n", metadata.getFailureCount());
} else {
System.out.println("Metadata is empty.");
}
if (operation.hasResponse()) {
ImportUserEventsResponse response =
operation.getResponse().unpack(ImportUserEventsResponse.class);
System.out.printf("Operation result: %s%n", response);
} else {
System.out.println("Operation result is empty.");
}
} catch (InvalidArgumentException e) {
System.out.printf(
"%s%n'%s' file does not exist in the bucket. Please "
+ "make sure you have followed the setting up instructions.",
e.getMessage(), gcsUserEventsObject);
} catch (PermissionDeniedException e) {
System.out.println(e.getMessage());
}
}
}
// [END retail_import_user_events_from_gcs]