Publish and receive messages in Pub/Sub by using a client library
- A producer of data publishes a message to a Pub/Sub topic.
- A subscriber client creates a subscription to that topic and consumes messages from the subscription.
You can set up a Pub/Sub environment by using any of the following methods: Google Cloud console, Cloud Shell, client libraries, or REST APIs. This page shows you how to get started publishing messages with Pub/Sub using client libraries.
Pub/Sub offers a high-level and a low-level auto-generated client library. By default, as in this quickstart, we recommend the high-level client library.
To follow step-by-step guidance for this task directly in the Google Cloud console, click Guide me:
Before you begin
- 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ドル in free credits to run, test, and deploy workloads.
-
Install the Google Cloud CLI.
-
If you're using an external identity provider (IdP), you must first sign in to the gcloud CLI with your federated identity.
-
To initialize the gcloud CLI, run the following command:
gcloudinit
-
Create or select a Google Cloud project.
Roles required to select or create a project
- Select a project: Selecting a project doesn't require a specific IAM role—you can select any project that you've been granted a role on.
-
Create a project: To create a project, you need the Project Creator role
(
roles/resourcemanager.projectCreator), which contains theresourcemanager.projects.createpermission. Learn how to grant roles.
-
Create a Google Cloud project:
gcloud projects create PROJECT_ID
Replace
PROJECT_IDwith 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_IDwith your Google Cloud project name.
-
Verify that billing is enabled for your Google Cloud project.
Enable the Pub/Sub API:
Roles required to enable APIs
To enable APIs, you need the
serviceusage.services.enablepermission. If you created the project, then you likely already have this permission through the Owner role (roles/owner). Otherwise, you can get this permission through the Service Usage Admin role (roles/serviceusage.serviceUsageAdmin). Learn how to grant roles.gcloudservicesenablepubsub.googleapis.com-
Create local authentication credentials for your user account:
gcloudauthapplication-defaultlogin
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.
-
Grant roles to your user account. Run the following command once for each of the following IAM roles:
roles/pubsub.admingcloudprojectsadd-iam-policy-bindingPROJECT_ID--member="user:USER_IDENTIFIER"--role=ROLE
Replace the following:
PROJECT_ID: Your project ID.USER_IDENTIFIER: The identifier for your user account. For example,myemail@example.com.ROLE: The IAM role that you grant to your user account.
-
Install the Google Cloud CLI.
-
If you're using an external identity provider (IdP), you must first sign in to the gcloud CLI with your federated identity.
-
To initialize the gcloud CLI, run the following command:
gcloudinit
-
Create or select a Google Cloud project.
Roles required to select or create a project
- Select a project: Selecting a project doesn't require a specific IAM role—you can select any project that you've been granted a role on.
-
Create a project: To create a project, you need the Project Creator role
(
roles/resourcemanager.projectCreator), which contains theresourcemanager.projects.createpermission. Learn how to grant roles.
-
Create a Google Cloud project:
gcloud projects create PROJECT_ID
Replace
PROJECT_IDwith 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_IDwith your Google Cloud project name.
-
Verify that billing is enabled for your Google Cloud project.
Enable the Pub/Sub API:
Roles required to enable APIs
To enable APIs, you need the
serviceusage.services.enablepermission. If you created the project, then you likely already have this permission through the Owner role (roles/owner). Otherwise, you can get this permission through the Service Usage Admin role (roles/serviceusage.serviceUsageAdmin). Learn how to grant roles.gcloudservicesenablepubsub.googleapis.com-
Create local authentication credentials for your user account:
gcloudauthapplication-defaultlogin
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.
-
Grant roles to your user account. Run the following command once for each of the following IAM roles:
roles/pubsub.admingcloudprojectsadd-iam-policy-bindingPROJECT_ID--member="user:USER_IDENTIFIER"--role=ROLE
Replace the following:
PROJECT_ID: Your project ID.USER_IDENTIFIER: The identifier for your user account. For example,myemail@example.com.ROLE: The IAM role that you grant to your user account.
Install the client libraries
The following samples show you how to install the client libraries:
Python
For more on setting up your Python development environment, refer to Python Development Environment Setup Guide.
# ensure that you are using virtualenv
# as described in the python dev setup guide
pip install --upgrade google-cloud-pubsub
C++
For more information about installing the C++ library,
see the GitHub README
C#
Install-Package Google.Cloud.PubSub.V1 -Pre
Go
For a list of supported runtimes, see Supported Go Versions.
go get cloud.google.com/go/pubsub/v2
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>26.76.0</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:
implementationplatform('com.google.cloud:libraries-bom:26.80.0')
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"%"1.150.2"If you're using Visual Studio Code or IntelliJ, 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
Create a topic and a subscription
After you create a topic, you can subscribe or publish to it.
Use the following
gcloud pubsub topics create command to create a topic named my-topic. Don't change
the name of the topic, because it's referenced throughout the rest of the
tutorial.
gcloudpubsubtopicscreatemy-topic
Use the
gcloud pubsub subscriptions
create command to create a subscription. Only messages published
to the topic after the subscription is created are available to subscriber
applications.
gcloudpubsubsubscriptionscreatemy-sub--topicmy-topic
Publish messages
Before running the following samples, make sure you uncomment and fill in any of the required values that are marked in the code. This is required to link the sample to your project and Pub/Sub resources that you created earlier.
Use my-topic for your topic ID.
Python
fromgoogle.cloudimport 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>
intmain(intargc,char*argv[])try{
if(argc!=3){
std::cerr << "Usage: " << argv[0] << " <project-id> <topic-id>\n";
return1;
}
std::stringconstproject_id=argv[1];
std::stringconsttopic_id=argv[2];
// Create a namespace alias to make the code easier to read.
namespacepubsub=::google::cloud::pubsub;
autopublisher=pubsub::Publisher(
pubsub::MakePublisherConnection(pubsub::Topic(project_id,topic_id)));
autoid=
publisher
.Publish(pubsub::MessageBuilder{}.SetData("Hello World!").Build())
.get();
if(!id)throwstd::move(id).status();
std::cout << "Hello World published with id=" << *id << "\n";
return0;
}catch(google::cloud::Statusconst&status){
std::cerr << "google::cloud::Status thrown: " << status << "\n";
return1;
}C#
usingGoogle.Cloud.PubSub.V1 ;
usingSystem;
usingSystem.Collections.Generic;
usingSystem.Linq;
usingSystem.Threading;
usingSystem.Threading.Tasks;
publicclassPublishMessagesAsyncSample
{
publicasyncTask<int>PublishMessagesAsync(stringprojectId,stringtopicId,IEnumerable<string>messageTexts)
{
TopicName topicName=TopicName .FromProjectTopic (projectId,topicId);
PublisherClient publisher=awaitPublisherClient .CreateAsync (topicName);
intpublishedMessageCount=0;
varpublishTasks=messageTexts.Select(asynctext=>
{
try
{
stringmessage=awaitpublisher.PublishAsync(text);
Console.WriteLine($"Published message {message}");
Interlocked.Increment(refpublishedMessageCount);
}
catch(Exceptionexception)
{
Console.WriteLine($"An error occurred when publishing message {text}: {exception.Message}");
}
});
awaitTask.WhenAll(publishTasks);
// PublisherClient instance should be shutdown after use.
// The TimeSpan specifies for how long to attempt to publish locally queued messages.
awaitpublisher.ShutdownAsync (TimeSpan.FromSeconds(15));
returnpublishedMessageCount;
}
}Go
import(
"context"
"fmt"
"io"
"cloud.google.com/go/pubsub/v2"
)
funcpublish(wio.Writer,projectID,topicID,msgstring)error{
// projectID := "my-project-id"
// topicID := "my-topic"
// msg := "Hello World"
ctx:=context.Background()
client,err:=pubsub.NewClient(ctx,projectID)
iferr!=nil{
returnfmt.Errorf("pubsub: NewClient: %w",err)
}
deferclient.Close()
// client.Publisher can be passed a topic ID (e.g. "my-topic") or
// a fully qualified name (e.g. "projects/my-project/topics/my-topic").
// If a topic ID is provided, the project ID from the client is used.
// Reuse this publisher for all publish calls to send messages in batches.
publisher:=client.Publisher(topicID)
result:=publisher.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)
iferr!=nil{
returnfmt.Errorf("pubsub: result.Get: %w",err)
}
fmt.Fprintf(w,"Published a message; msg ID: %v\n",id)
returnnil
}
Java
importcom.google.api.core.ApiFuture ;
importcom.google.cloud.pubsub.v1.Publisher ;
importcom.google.protobuf.ByteString ;
importcom.google.pubsub.v1.PubsubMessage ;
importcom.google.pubsub.v1.TopicName ;
importjava.io.IOException;
importjava.util.concurrent.ExecutionException;
importjava.util.concurrent.TimeUnit;
publicclass PublisherExample{
publicstaticvoidmain(String...args)throwsException{
// TODO(developer): Replace these variables before running the sample.
StringprojectId="your-project-id";
StringtopicId="your-topic-id";
publisherExample(projectId,topicId);
}
publicstaticvoidpublisherExample(StringprojectId,StringtopicId)
throwsIOException,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();
Stringmessage="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);
StringmessageId=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
constpubSubClient=newPubSub ();
asyncfunctionpublishMessage(topicNameOrId,data){
// Publishes the message as a string, e.g. "Hello, world!" or JSON.stringify(someObject)
constdataBuffer=Buffer.from (data);
// Cache topic objects (publishers) and reuse them.
consttopic=pubSubClient.topic(topicNameOrId);
try{
constmessageId=awaittopic.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
constpubSubClient=newPubSub();
asyncfunctionpublishMessage(topicNameOrId:string,data:string){
// Publishes the message as a string, e.g. "Hello, world!" or JSON.stringify(someObject)
constdataBuffer=Buffer.from(data);
// Cache topic objects (publishers) and reuse them.
consttopic=pubSubClient.topic(topicNameOrId);
try{
constmessageId=awaittopic.publishMessage({data:dataBuffer});
console.log(`Message ${messageId} published.`);
}catch(error){
console.error(
`Received error while publishing: ${(errorasError).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
Receive messages
Set up a subscriber to pull the messages you just published. Every subscriber must acknowledge each message within a configurable time window. Unacknowledged messages are redelivered. Note that Pub/Sub occasionally delivers a message more than once to ensure that all messages make it to a subscriber at least once.
Before running the following samples, make sure you uncomment and fill in any of the required values that are marked in the code. This is required to link the sample to your project and Pub/Sub resources that you created earlier.
Use my-sub for your subscription ID.
For more examples that show how to pull messages, see Client Library code samples.
Python
fromconcurrent.futuresimport TimeoutError
fromgoogle.cloudimport 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)
defcallback(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>
intmain(intargc,char*argv[])try{
if(argc!=3){
std::cerr << "Usage: " << argv[0] << " <project-id> <subscription-id>\n";
return1;
}
std::stringconstproject_id=argv[1];
std::stringconstsubscription_id=argv[2];
autoconstexprkWaitTimeout=std::chrono::seconds(30);
// Create a namespace alias to make the code easier to read.
namespacepubsub=::google::cloud::pubsub;
autosubscriber=pubsub::Subscriber(pubsub::MakeSubscriberConnection(
pubsub::Subscription(project_id,subscription_id)));
autosession=
subscriber.Subscribe([&](pubsub::Messageconst&m,pubsub::AckHandlerh){
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.
autoresult=session.wait_for(kWaitTimeout);
if(result==std::future_status::timeout){
std::cout << "timeout reached, ending session\n";
session.cancel();
}
return0;
}catch(google::cloud::Statusconst&status){
std::cerr << "google::cloud::Status thrown: " << status << "\n";
return1;
}C#
usingGoogle.Cloud.PubSub.V1 ;
usingSystem;
usingSystem.Threading;
usingSystem.Threading.Tasks;
publicclassPullMessagesAsyncSample
{
publicasyncTask<int>PullMessagesAsync(stringprojectId,stringsubscriptionId,boolacknowledge)
{
SubscriptionName subscriptionName=SubscriptionName .FromProjectSubscription (projectId,subscriptionId);
SubscriberClient subscriber=awaitSubscriberClient .CreateAsync (subscriptionName);
// SubscriberClient runs your message handle function on multiple
// threads to maximize throughput.
intmessageCount=0;
TaskstartTask=subscriber.StartAsync ((PubsubMessage message,CancellationTokencancel)=>
{
stringtext=message.Data.ToStringUtf8();
Console.WriteLine($"Message {message.MessageId}: {text}");
Interlocked.Increment(refmessageCount);
returnTask.FromResult(acknowledge?SubscriberClient .Reply .Ack :SubscriberClient .Reply .Nack );
});
// Run for 5 seconds.
awaitTask.Delay(5000);
awaitsubscriber.StopAsync (CancellationToken.None);
// Lets make sure that the start task finished successfully after the call to stop.
awaitstartTask;
returnmessageCount;
}
}Go
import(
"context"
"fmt"
"io"
"sync/atomic"
"time"
"cloud.google.com/go/pubsub/v2"
)
funcpullMsgs(wio.Writer,projectID,subIDstring)error{
// projectID := "my-project-id"
// subID := "my-sub"
ctx:=context.Background()
client,err:=pubsub.NewClient(ctx,projectID)
iferr!=nil{
returnfmt.Errorf("pubsub.NewClient: %w",err)
}
deferclient.Close()
// client.Subscriber can be passed a subscription ID (e.g. "my-sub") or
// a fully qualified name (e.g. "projects/my-project/subscriptions/my-sub").
// If a subscription ID is provided, the project ID from the client is used.
sub:=client.Subscriber(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)
defercancel()
varreceivedint32
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()
})
iferr!=nil{
returnfmt.Errorf("sub.Receive: %w",err)
}
fmt.Fprintf(w,"Received %d messages\n",received)
returnnil
}
Java
importcom.google.cloud.pubsub.v1.AckReplyConsumer ;
importcom.google.cloud.pubsub.v1.MessageReceiver ;
importcom.google.cloud.pubsub.v1.Subscriber ;
importcom.google.pubsub.v1.ProjectSubscriptionName ;
importcom.google.pubsub.v1.PubsubMessage ;
importjava.util.concurrent.TimeUnit;
importjava.util.concurrent.TimeoutException;
publicclass SubscribeAsyncExample{
publicstaticvoidmain(String...args)throwsException{
// TODO(developer): Replace these variables before running the sample.
StringprojectId="your-project-id";
StringsubscriptionId="your-subscription-id";
subscribeAsyncExample(projectId,subscriptionId);
}
publicstaticvoidsubscribeAsyncExample(StringprojectId,StringsubscriptionId){
ProjectSubscriptionName subscriptionName=
ProjectSubscriptionName .of(projectId,subscriptionId);
// Instantiate an asynchronous message receiver.
MessageReceiver receiver=
(PubsubMessagemessage,AckReplyConsumerconsumer)->{
// 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(TimeoutExceptiontimeoutException){
// 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
constpubSubClient=newPubSub ();
functionlistenForMessages(subscriptionNameOrId,timeout){
// References an existing subscription; if you are unsure if the
// subscription will exist, try the optimisticSubscribe sample.
constsubscription=pubSubClient.subscription(subscriptionNameOrId);
// Create an event handler to handle messages
letmessageCount=0;
constmessageHandler=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
subscriber=pubsub.subscriber subscription_id
listener=subscriber.listen do|received_message|
puts"Received message: #{received_message.data}"
received_message.acknowledge!
end
listener.start
# Let the main thread sleep for 60 seconds so the thread for listening
# messages does not quit
sleep60
listener.stop.wait!How did it go?
Clean up (optional)
- To avoid incurring charges to your Google Cloud account for the
resources used in this guide, you can use the command line
to delete the topic and subscription.
gcloudpubsubsubscriptionsdeletemy-sub gcloudpubsubtopicsdeletemy-topic
-
Optional: Revoke the authentication credentials that you created, and delete the local credential file.
gcloudauthapplication-defaultrevoke
-
Optional: Revoke credentials from the gcloud CLI.
gcloudauthrevoke
What's next
Learn more about the Pub/Sub concepts discussed in this page.
Read the basics of the Pub/Sub service.
Learn how to build a one-to-many Pub/Sub system, which creates a publisher application that publishes to two separate subscriber applications.
Try another Pub/Sub quickstart that uses the gcloud CLI or the console.
Learn more about Pub/Sub APIs.
Learn how to run Pub/Sub using Kotlin.