Pubblica e ricevi messaggi in Pub/Sub utilizzando una libreria client

Il servizio Pub/Sub consente alle applicazioni di scambiare messaggi in modo affidabile, rapido e asincrono. Di seguito è riportata la sequenza di eventi:

  1. Un produttore di dati pubblica un messaggio in un argomento Pub/Sub.
  2. Un client sottoscrittore crea una sottoscrizione all'argomento e utilizza i messaggi della sottoscrizione.

Puoi configurare un ambiente Pub/Sub utilizzando uno dei seguenti metodi: Google Cloud console, Cloud Shell, librerie client o API REST. Questa pagina mostra come iniziare a pubblicare messaggi con Pub/Sub utilizzando le librerie client.

Pub/Sub offre una libreria client di alto e basso livello generata automaticamente. Per impostazione predefinita, come in questa guida rapida, consigliamo la libreria client di alto livello.


Per seguire le indicazioni dettagliate per questa attività direttamente nella Google Cloud console, fai clic su Procedura guidata:

Procedura guidata


Prima di iniziare

  1. Sign in to your Google Cloud account. If you're new to Google Cloud, create an account to evaluate how our products perform in real-world scenarios. New customers also get $300 in free credits to run, test, and deploy workloads.
  2. Install the Google Cloud CLI.

  3. If you're using an external identity provider (IdP), you must first sign in to the gcloud CLI with your federated identity.

  4. To initialize the gcloud CLI, run the following command:

    gcloud init
  5. Create or select a Google Cloud project.

    • Create a Google Cloud project:

      gcloud projects create PROJECT_ID

      Replace PROJECT_ID with a name for the Google Cloud project you are creating.

    • Select the Google Cloud project that you created:

      gcloud config set project PROJECT_ID

      Replace PROJECT_ID with your Google Cloud project name.

  6. Make sure that billing is enabled for your Google Cloud project.

  7. Enable the Pub/Sub API:

    gcloud services enable pubsub.googleapis.com
  8. Create local authentication credentials for your user account:

    gcloud auth application-default login

    If an authentication error is returned, and you are using an external identity provider (IdP), confirm that you have signed in to the gcloud CLI with your federated identity.

  9. Grant roles to your user account. Run the following command once for each of the following IAM roles: roles/pubsub.admin

    gcloud projects add-iam-policy-binding PROJECT_ID --member="user:USER_IDENTIFIER" --role=ROLE
    • Replace PROJECT_ID with your project ID.
    • Replace USER_IDENTIFIER with the identifier for your user account. For example, user:myemail@example.com.

    • Replace ROLE with each individual role.
  10. Install the Google Cloud CLI.

  11. If you're using an external identity provider (IdP), you must first sign in to the gcloud CLI with your federated identity.

  12. To initialize the gcloud CLI, run the following command:

    gcloud init
  13. Create or select a Google Cloud project.

    • Create a Google Cloud project:

      gcloud projects create PROJECT_ID

      Replace PROJECT_ID with a name for the Google Cloud project you are creating.

    • Select the Google Cloud project that you created:

      gcloud config set project PROJECT_ID

      Replace PROJECT_ID with your Google Cloud project name.

  14. Make sure that billing is enabled for your Google Cloud project.

  15. Enable the Pub/Sub API:

    gcloud services enable pubsub.googleapis.com
  16. Create local authentication credentials for your user account:

    gcloud auth application-default login

    If an authentication error is returned, and you are using an external identity provider (IdP), confirm that you have signed in to the gcloud CLI with your federated identity.

  17. Grant roles to your user account. Run the following command once for each of the following IAM roles: roles/pubsub.admin

    gcloud projects add-iam-policy-binding PROJECT_ID --member="user:USER_IDENTIFIER" --role=ROLE
    • Replace PROJECT_ID with your project ID.
    • Replace USER_IDENTIFIER with the identifier for your user account. For example, user:myemail@example.com.

    • Replace ROLE with each individual role.
  18. Installazione delle librerie client

    Gli esempi riportati di seguito mostrano come installare le librerie client:

    Python

    Per ulteriori informazioni sulla configurazione dell'ambiente di sviluppo Python, consulta la Guida alla configurazione dell'ambiente di sviluppo Python.

    # ensure that you are using virtualenv
    # as described in the python dev setup guide

    pip install --upgrade google-cloud-pubsub

    C++

    Per maggiori informazioni sull'installazione della libreria C++, consulta GitHub README.

    C#

    Install-Package Google.Cloud.PubSub.V1 -Pre

    Go

    go get cloud.google.com/go/pubsub

    Java

    If you are using Maven, add the following to your pom.xml file. For more information about BOMs, see The Google Cloud Platform Libraries BOM.

    <dependencyManagement>
      <dependencies>
        <dependency>
          <groupId>com.google.cloud</groupId>
          <artifactId>libraries-bom</artifactId>
          <version>26.61.0</version>
          <type>pom</type>
          <scope>import</scope>
        </dependency>
      </dependencies>
    </dependencyManagement>
    
    <dependencies>
      <dependency>
        <groupId>com.google.cloud</groupId>
        <artifactId>google-cloud-pubsub</artifactId>
      </dependency>
    
    </dependencies>
    

    If you are using Gradle, add the following to your dependencies:

    implementation platform('com.google.cloud:libraries-bom:26.61.0')
    
    implementation 'com.google.cloud:google-cloud-pubsub'

    If you are using sbt, add the following to your dependencies:

    libraryDependencies += "com.google.cloud" % "google-cloud-pubsub" % "1.140.1"

    If you're using Visual Studio Code, IntelliJ, or Eclipse, you can add client libraries to your project using the following IDE plugins:

    The plugins provide additional functionality, such as key management for service accounts. Refer to each plugin's documentation for details.

    Node.js

    npm install @google-cloud/pubsub

    PHP

    composer require google/cloud-pubsub

    Ruby

    gem install google-cloud-pubsub

    Crea un argomento e una sottoscrizione

    Dopo aver creato un argomento, puoi iscriverti o pubblicare contenuti al suo interno.

    Utilizza il seguente comando gcloud pubsub topics create per creare un argomento denominato my-topic. Non cambiare il nome dell'argomento, perché viene fatto riferimento al resto del tutorial.

    gcloud pubsub topics create my-topic

    Utilizza il comando gcloud pubsub subscriptions create per creare una sottoscrizione. Solo i messaggi pubblicati nell'argomento dopo la creazione della sottoscrizione sono disponibili per le applicazioni del sottoscrittore.

    gcloud pubsub subscriptions create my-sub --topic my-topic

    Per ulteriori informazioni sulla denominazione degli argomenti e delle sottoscrizioni, consulta Nomi delle risorse.

    pubblica dei messaggi

    Prima di eseguire i seguenti esempi, assicurati di rimuovere i commenti e di inserire tutti i valori obbligatori contrassegnati nel codice. Questo passaggio è necessario per collegare il sample al progetto e alle risorse Pub/Sub che hai creato in precedenza.

    Utilizza my-topic per l'ID argomento.

    Python

    from google.cloud import pubsub_v1
    
    # TODO(developer)
    # project_id = "your-project-id"
    # topic_id = "your-topic-id"
    
    publisher = pubsub_v1.PublisherClient()
    # The `topic_path` method creates a fully qualified identifier
    # in the form `projects/{project_id}/topics/{topic_id}`
    topic_path = publisher.topic_path(project_id, topic_id)
    
    for n in range(1, 10):
        data_str = f"Message number {n}"
        # Data must be a bytestring
        data = data_str.encode("utf-8")
        # When you publish a message, the client returns a future.
        future = publisher.publish(topic_path, data)
        print(future.result())
    
    print(f"Published messages to {topic_path}.")

    C++

    #include "google/cloud/pubsub/publisher.h"
    #include <iostream>
    
    int main(int argc, char* argv[]) try {
      if (argc != 3) {
        std::cerr << "Usage: " << argv[0] << " <project-id> <topic-id>\n";
        return 1;
      }
    
      std::string const project_id = argv[1];
      std::string const topic_id = argv[2];
    
      // Create a namespace alias to make the code easier to read.
      namespace pubsub = ::google::cloud::pubsub;
    
      auto publisher = pubsub::Publisher(
          pubsub::MakePublisherConnection(pubsub::Topic(project_id, topic_id)));
      auto id =
          publisher
              .Publish(pubsub::MessageBuilder{}.SetData("Hello World!").Build())
              .get();
      if (!id) throw std::move(id).status();
      std::cout << "Hello World published with id=" << *id << "\n";
    
      return 0;
    } catch (google::cloud::Status const& status) {
      std::cerr << "google::cloud::Status thrown: " << status << "\n";
      return 1;
    }

    C#

    
    using Google.Cloud.PubSub.V1;
    using System;
    using System.Collections.Generic;
    using System.Linq;
    using System.Threading;
    using System.Threading.Tasks;
    
    public class PublishMessagesAsyncSample
    {
        public async Task<int> PublishMessagesAsync(string projectId, string topicId, IEnumerable<string> messageTexts)
        {
            TopicName topicName = TopicName.FromProjectTopic(projectId, topicId);
            PublisherClient publisher = await PublisherClient.CreateAsync(topicName);
    
            int publishedMessageCount = 0;
            var publishTasks = messageTexts.Select(async text =>
            {
                try
                {
                    string message = await publisher.PublishAsync(text);
                    Console.WriteLine($"Published message {message}");
                    Interlocked.Increment(ref publishedMessageCount);
                }
                catch (Exception exception)
                {
                    Console.WriteLine($"An error occurred when publishing message {text}: {exception.Message}");
                }
            });
            await Task.WhenAll(publishTasks);
            return publishedMessageCount;
        }
    }

    Vai

    import (
    	"context"
    	"fmt"
    	"io"
    
    	"cloud.google.com/go/pubsub"
    )
    
    func publish(w io.Writer, projectID, topicID, msg string) error {
    	// projectID := "my-project-id"
    	// topicID := "my-topic"
    	// msg := "Hello World"
    	ctx := context.Background()
    	client, err := pubsub.NewClient(ctx, projectID)
    	if err != nil {
    		return fmt.Errorf("pubsub: NewClient: %w", err)
    	}
    	defer client.Close()
    
    	t := client.Topic(topicID)
    	result := t.Publish(ctx, &pubsub.Message{
    		Data: []byte(msg),
    	})
    	// Block until the result is returned and a server-generated
    	// ID is returned for the published message.
    	id, err := result.Get(ctx)
    	if err != nil {
    		return fmt.Errorf("pubsub: result.Get: %w", err)
    	}
    	fmt.Fprintf(w, "Published a message; msg ID: %v\n", id)
    	return nil
    }
    

    Java

    
    import com.google.api.core.ApiFuture;
    import com.google.cloud.pubsub.v1.Publisher;
    import com.google.protobuf.ByteString;
    import com.google.pubsub.v1.PubsubMessage;
    import com.google.pubsub.v1.TopicName;
    import java.io.IOException;
    import java.util.concurrent.ExecutionException;
    import java.util.concurrent.TimeUnit;
    
    public class PublisherExample {
      public static void main(String... args) throws Exception {
        // TODO(developer): Replace these variables before running the sample.
        String projectId = "your-project-id";
        String topicId = "your-topic-id";
    
        publisherExample(projectId, topicId);
      }
    
      public static void publisherExample(String projectId, String topicId)
          throws IOException, ExecutionException, InterruptedException {
        TopicName topicName = TopicName.of(projectId, topicId);
    
        Publisher publisher = null;
        try {
          // Create a publisher instance with default settings bound to the topic
          publisher = Publisher.newBuilder(topicName).build();
    
          String message = "Hello World!";
          ByteString data = ByteString.copyFromUtf8(message);
          PubsubMessage pubsubMessage = PubsubMessage.newBuilder().setData(data).build();
    
          // Once published, returns a server-assigned message id (unique within the topic)
          ApiFuture<String> messageIdFuture = publisher.publish(pubsubMessage);
          String messageId = messageIdFuture.get();
          System.out.println("Published message ID: " + messageId);
        } finally {
          if (publisher != null) {
            // When finished with the publisher, shutdown to free up resources.
            publisher.shutdown();
            publisher.awaitTermination(1, TimeUnit.MINUTES);
          }
        }
      }
    }

    Node.js

    /**
     * TODO(developer): Uncomment these variables before running the sample.
     */
    // const topicNameOrId = 'YOUR_TOPIC_NAME_OR_ID';
    // const data = JSON.stringify({foo: 'bar'});
    
    // Imports the Google Cloud client library
    const {PubSub} = require('@google-cloud/pubsub');
    
    // Creates a client; cache this for further use
    const pubSubClient = new PubSub();
    
    async function publishMessage(topicNameOrId, data) {
      // Publishes the message as a string, e.g. "Hello, world!" or JSON.stringify(someObject)
      const dataBuffer = Buffer.from(data);
    
      // Cache topic objects (publishers) and reuse them.
      const topic = pubSubClient.topic(topicNameOrId);
    
      try {
        const messageId = await topic.publishMessage({data: dataBuffer});
        console.log(`Message ${messageId} published.`);
      } catch (error) {
        console.error(`Received error while publishing: ${error.message}`);
        process.exitCode = 1;
      }
    }

    Node.js

    /**
     * TODO(developer): Uncomment these variables before running the sample.
     */
    // const topicNameOrId = 'YOUR_TOPIC_NAME_OR_ID';
    // const data = JSON.stringify({foo: 'bar'});
    
    // Imports the Google Cloud client library
    import {PubSub} from '@google-cloud/pubsub';
    
    // Creates a client; cache this for further use
    const pubSubClient = new PubSub();
    
    async function publishMessage(topicNameOrId: string, data: string) {
      // Publishes the message as a string, e.g. "Hello, world!" or JSON.stringify(someObject)
      const dataBuffer = Buffer.from(data);
    
      // Cache topic objects (publishers) and reuse them.
      const topic = pubSubClient.topic(topicNameOrId);
    
      try {
        const messageId = await topic.publishMessage({data: dataBuffer});
        console.log(`Message ${messageId} published.`);
      } catch (error) {
        console.error(
          `Received error while publishing: ${(error as Error).message}`,
        );
        process.exitCode = 1;
      }
    }

    PHP

    use Google\Cloud\PubSub\MessageBuilder;
    use Google\Cloud\PubSub\PubSubClient;
    
    /**
     * Publishes a message for a Pub/Sub topic.
     *
     * @param string $projectId  The Google project ID.
     * @param string $topicName  The Pub/Sub topic name.
     * @param string $message  The message to publish.
     */
    function publish_message($projectId, $topicName, $message)
    {
        $pubsub = new PubSubClient([
            'projectId' => $projectId,
        ]);
    
        $topic = $pubsub->topic($topicName);
        $topic->publish((new MessageBuilder)->setData($message)->build());
    
        print('Message published' . PHP_EOL);
    }

    Ruby

    # topic_id = "your-topic-id"
    
    pubsub = Google::Cloud::Pubsub.new
    
    topic = pubsub.topic topic_id
    topic.publish "This is a test message."
    
    puts "Message published."

    Ricevere messaggi

    Configura un sottoscrittore per estrarre i messaggi che hai appena pubblicato. Ogni sottoscrittore deve inviare un ACK per ciascun messaggio entro una specifica tempistica configurabile. I messaggi non confermati vengono inviati di nuovo. Tieni presente che a volte Pub/Sub consegna un messaggio più volte per assicurarsi che tutti i messaggi raggiungano un abbonato almeno una volta.

    Prima di eseguire i seguenti esempi, assicurati di rimuovere i commenti e di inserire tutti i valori obbligatori contrassegnati nel codice. Questo è necessario per collegare il sample al progetto e alle risorse Pub/Sub che hai creato in precedenza

    Utilizza my-sub per l'ID abbonamento.

    Per altri esempi che mostrano come estrarre i messaggi, consulta Esempi di codice della libreria client.

    Python

    from concurrent.futures import TimeoutError
    from google.cloud import pubsub_v1
    
    # TODO(developer)
    # project_id = "your-project-id"
    # subscription_id = "your-subscription-id"
    # Number of seconds the subscriber should listen for messages
    # timeout = 5.0
    
    subscriber = pubsub_v1.SubscriberClient()
    # The `subscription_path` method creates a fully qualified identifier
    # in the form `projects/{project_id}/subscriptions/{subscription_id}`
    subscription_path = subscriber.subscription_path(project_id, subscription_id)
    
    def callback(message: pubsub_v1.subscriber.message.Message) -> None:
        print(f"Received {message}.")
        message.ack()
    
    streaming_pull_future = subscriber.subscribe(subscription_path, callback=callback)
    print(f"Listening for messages on {subscription_path}..\n")
    
    # Wrap subscriber in a 'with' block to automatically call close() when done.
    with subscriber:
        try:
            # When `timeout` is not set, result() will block indefinitely,
            # unless an exception is encountered first.
            streaming_pull_future.result(timeout=timeout)
        except TimeoutError:
            streaming_pull_future.cancel()  # Trigger the shutdown.
            streaming_pull_future.result()  # Block until the shutdown is complete.

    C++

    #include "google/cloud/pubsub/message.h"
    #include "google/cloud/pubsub/subscriber.h"
    #include <iostream>
    
    int main(int argc, char* argv[]) try {
      if (argc != 3) {
        std::cerr << "Usage: " << argv[0] << " <project-id> <subscription-id>\n";
        return 1;
      }
    
      std::string const project_id = argv[1];
      std::string const subscription_id = argv[2];
    
      auto constexpr kWaitTimeout = std::chrono::seconds(30);
    
      // Create a namespace alias to make the code easier to read.
      namespace pubsub = ::google::cloud::pubsub;
    
      auto subscriber = pubsub::Subscriber(pubsub::MakeSubscriberConnection(
          pubsub::Subscription(project_id, subscription_id)));
    
      auto session =
          subscriber.Subscribe([&](pubsub::Message const& m, pubsub::AckHandler h) {
            std::cout << "Received message " << m << "\n";
            std::move(h).ack();
          });
    
      std::cout << "Waiting for messages on " + subscription_id + "...\n";
    
      // Blocks until the timeout is reached.
      auto result = session.wait_for(kWaitTimeout);
      if (result == std::future_status::timeout) {
        std::cout << "timeout reached, ending session\n";
        session.cancel();
      }
    
      return 0;
    } catch (google::cloud::Status const& status) {
      std::cerr << "google::cloud::Status thrown: " << status << "\n";
      return 1;
    }

    C#

    
    using Google.Cloud.PubSub.V1;
    using System;
    using System.Threading;
    using System.Threading.Tasks;
    
    public class PullMessagesAsyncSample
    {
        public async Task<int> PullMessagesAsync(string projectId, string subscriptionId, bool acknowledge)
        {
            SubscriptionName subscriptionName = SubscriptionName.FromProjectSubscription(projectId, subscriptionId);
            SubscriberClient subscriber = await SubscriberClient.CreateAsync(subscriptionName);
            // SubscriberClient runs your message handle function on multiple
            // threads to maximize throughput.
            int messageCount = 0;
            Task startTask = subscriber.StartAsync((PubsubMessage message, CancellationToken cancel) =>
            {
                string text = message.Data.ToStringUtf8();
                Console.WriteLine($"Message {message.MessageId}: {text}");
                Interlocked.Increment(ref messageCount);
                return Task.FromResult(acknowledge ? SubscriberClient.Reply.Ack : SubscriberClient.Reply.Nack);
            });
            // Run for 5 seconds.
            await Task.Delay(5000);
            await subscriber.StopAsync(CancellationToken.None);
            // Lets make sure that the start task finished successfully after the call to stop.
            await startTask;
            return messageCount;
        }
    }

    Vai

    import (
    	"context"
    	"fmt"
    	"io"
    	"sync/atomic"
    	"time"
    
    	"cloud.google.com/go/pubsub"
    )
    
    func pullMsgs(w io.Writer, projectID, subID string) error {
    	// projectID := "my-project-id"
    	// subID := "my-sub"
    	ctx := context.Background()
    	client, err := pubsub.NewClient(ctx, projectID)
    	if err != nil {
    		return fmt.Errorf("pubsub.NewClient: %w", err)
    	}
    	defer client.Close()
    
    	sub := client.Subscription(subID)
    
    	// Receive messages for 10 seconds, which simplifies testing.
    	// Comment this out in production, since `Receive` should
    	// be used as a long running operation.
    	ctx, cancel := context.WithTimeout(ctx, 10*time.Second)
    	defer cancel()
    
    	var received int32
    	err = sub.Receive(ctx, func(_ context.Context, msg *pubsub.Message) {
    		fmt.Fprintf(w, "Got message: %q\n", string(msg.Data))
    		atomic.AddInt32(&received, 1)
    		msg.Ack()
    	})
    	if err != nil {
    		return fmt.Errorf("sub.Receive: %w", err)
    	}
    	fmt.Fprintf(w, "Received %d messages\n", received)
    
    	return nil
    }
    

    Java

    
    import com.google.cloud.pubsub.v1.AckReplyConsumer;
    import com.google.cloud.pubsub.v1.MessageReceiver;
    import com.google.cloud.pubsub.v1.Subscriber;
    import com.google.pubsub.v1.ProjectSubscriptionName;
    import com.google.pubsub.v1.PubsubMessage;
    import java.util.concurrent.TimeUnit;
    import java.util.concurrent.TimeoutException;
    
    public class SubscribeAsyncExample {
      public static void main(String... args) throws Exception {
        // TODO(developer): Replace these variables before running the sample.
        String projectId = "your-project-id";
        String subscriptionId = "your-subscription-id";
    
        subscribeAsyncExample(projectId, subscriptionId);
      }
    
      public static void subscribeAsyncExample(String projectId, String subscriptionId) {
        ProjectSubscriptionName subscriptionName =
            ProjectSubscriptionName.of(projectId, subscriptionId);
    
        // Instantiate an asynchronous message receiver.
        MessageReceiver receiver =
            (PubsubMessage message, AckReplyConsumer consumer) -> {
              // Handle incoming message, then ack the received message.
              System.out.println("Id: " + message.getMessageId());
              System.out.println("Data: " + message.getData().toStringUtf8());
              consumer.ack();
            };
    
        Subscriber subscriber = null;
        try {
          subscriber = Subscriber.newBuilder(subscriptionName, receiver).build();
          // Start the subscriber.
          subscriber.startAsync().awaitRunning();
          System.out.printf("Listening for messages on %s:\n", subscriptionName.toString());
          // Allow the subscriber to run for 30s unless an unrecoverable error occurs.
          subscriber.awaitTerminated(30, TimeUnit.SECONDS);
        } catch (TimeoutException timeoutException) {
          // Shut down the subscriber after 30s. Stop receiving messages.
          subscriber.stopAsync();
        }
      }
    }

    Node.js

    /**
     * TODO(developer): Uncomment these variables before running the sample.
     */
    // const subscriptionNameOrId = 'YOUR_SUBSCRIPTION_NAME_OR_ID';
    // const timeout = 60;
    
    // Imports the Google Cloud client library
    const {PubSub} = require('@google-cloud/pubsub');
    
    // Creates a client; cache this for further use
    const pubSubClient = new PubSub();
    
    function listenForMessages(subscriptionNameOrId, timeout) {
      // References an existing subscription; if you are unsure if the
      // subscription will exist, try the optimisticSubscribe sample.
      const subscription = pubSubClient.subscription(subscriptionNameOrId);
    
      // Create an event handler to handle messages
      let messageCount = 0;
      const messageHandler = message => {
        console.log(`Received message ${message.id}:`);
        console.log(`\tData: ${message.data}`);
        console.log(`\tAttributes: ${message.attributes}`);
        messageCount += 1;
    
        // "Ack" (acknowledge receipt of) the message
        message.ack();
      };
    
      // Listen for new messages until timeout is hit
      subscription.on('message', messageHandler);
    
      // Wait a while for the subscription to run. (Part of the sample only.)
      setTimeout(() => {
        subscription.removeListener('message', messageHandler);
        console.log(`${messageCount} message(s) received.`);
      }, timeout * 1000);
    }

    PHP

    use Google\Cloud\PubSub\PubSubClient;
    
    /**
     * Pulls all Pub/Sub messages for a subscription.
     *
     * @param string $projectId  The Google project ID.
     * @param string $subscriptionName  The Pub/Sub subscription name.
     */
    function pull_messages($projectId, $subscriptionName)
    {
        $pubsub = new PubSubClient([
            'projectId' => $projectId,
        ]);
        $subscription = $pubsub->subscription($subscriptionName);
        foreach ($subscription->pull() as $message) {
            printf('Message: %s' . PHP_EOL, $message->data());
            // Acknowledge the Pub/Sub message has been received, so it will not be pulled multiple times.
            $subscription->acknowledge($message);
        }
    }

    Ruby

    # subscription_id = "your-subscription-id"
    
    pubsub = Google::Cloud::Pubsub.new
    
    subscription = pubsub.subscription subscription_id
    subscriber   = subscription.listen do |received_message|
      puts "Received message: #{received_message.data}"
      received_message.acknowledge!
    end
    
    subscriber.start
    # Let the main thread sleep for 60 seconds so the thread for listening
    # messages does not quit
    sleep 60
    subscriber.stop.wait!

    Com'è andata?

    Pulizia (facoltativa)

    1. Per evitare che al tuo account Google Cloud vengano addebitati costi relativi alle risorse utilizzate in questa guida, puoi utilizzare la riga di comando per eliminare l'argomento e l'abbonamento.
        gcloud pubsub subscriptions delete my-sub
        gcloud pubsub topics delete my-topic
    2. Optional: Revoke the authentication credentials that you created, and delete the local credential file.

      gcloud auth application-default revoke
    3. Optional: Revoke credentials from the gcloud CLI.

      gcloud auth revoke

Passaggi successivi