Create an Amazon Kinesis Data Streams import topic

An Amazon Kinesis Data Streams import topic lets you ingest data from Amazon Kinesis Data Streams as an external source and into Pub/Sub. Then you can stream the data into any of the destinations that Pub/Sub supports.

This document shows you how to create and manage Amazon Kinesis Data Streams import topics. To create a standard topic, see Create a standard topic.

Before you begin

Required roles and permissions to manage import topics

To get the permissions that you need to create and manage Amazon Kinesis Data Streams import topics, ask your administrator to grant you the Pub/Sub Editor(roles/pubsub.editor) IAM role on your topic or project. For more information about granting roles, see Manage access to projects, folders, and organizations.

This predefined role contains the permissions required to create and manage Amazon Kinesis Data Streams import topics. To see the exact permissions that are required, expand the Required permissions section:

Required permissions

The following permissions are required to create and manage Amazon Kinesis Data Streams import topics:

  • Create an import topic: pubsub.topics.create
  • Delete an import topic: pubsub.topics.delete
  • Get an import topic: pubsub.topics.get
  • List an import topic: pubsub.topics.list
  • Publish to an import topic: pubsub.topics.publish
  • Update an import topic: pubsub.topics.update
  • Get the IAM policy for an import topic: pubsub.topics.getIamPolicy
  • Configure the IAM policy for an import topic: pubsub.topics.setIamPolicy

You might also be able to get these permissions with custom roles or other predefined roles.

You can configure access control at the project level and the individual resource level.

Set up federated identity to access Kinesis Data Streams

Workload Identity Federation lets Google Cloud services access workloads running outside of Google Cloud. With identity federation, you don't need to maintain or pass credentials to Google Cloud to access your resources in other clouds. Instead, you can use the identities of the workloads themselves to authenticate to Google Cloud and access resources.

Create a service account in Google Cloud

This is an optional step. If you already have a service account, you can use it in this procedure instead of creating a new service account. If you are using an existing service account, go to Record the service account unique ID for the next step.

For an Amazon Kinesis Data Streams import topic, Pub/Sub uses the service account as the identity to access resources from AWS.

For more information about creating a service account, including prerequisites, required roles and permissions, and naming guidelines, see Create service accounts. After you create a service account, you might need to wait for 60 seconds or more before you use the service account. This behavior occurs because read operations are eventually consistent; it can take time for the new service account to become visible.

Record the service account unique ID

You need a service account unique ID to set up a role in the AWS console.

  1. In the Google Cloud console, go to the Service account details page.

    Go to service account

  2. Click the service account that you just created or the one that you are planning to use.

  3. From the Service account details page, record the Unique ID number.

    You'll need the ID as part of the Create a role in AWS using a custom trust policy section.

Add the service account token creator role to the Pub/Sub service account

The Service account token creator role (roles/iam.serviceAccountTokenCreator) lets principals create short-lived credentials for a service account. These tokens or credentials are used to impersonate the service account.

For more information about service account impersonation, see Service account impersonation.

You can also add the Pub/Sub publisher role (roles/pubsub.publisher) during this procedure. For more information about the role and why you are adding it, see Add the Pub/Sub publisher role to the Pub/Sub service account.

  1. In the Google Cloud console, go to the IAM page.

    Go to IAM

  2. Enable the Include Google-provided role grants option.

  3. Look for the service account that has the format service-{PROJECT_NUMBER}@gcp-sa-pubsub.iam.gserviceaccount.com.

  4. For this service account, click the Edit Principal button.

  5. If required, click Add another role.

  6. Search and select the Service account token creator role (roles/iam.serviceAccountTokenCreator).

  7. Click Save.

Create a policy in AWS

You need a policy in AWS to let Pub/Sub authenticate with AWS so that Pub/Sub can ingest data from an AWS Kinesis data stream. Before you create an AWS policy, create a Kinesis data stream and a registered consumer on it. We recommend this practice so that you can restrict permissions to the specific stream.

  • For more information about how to create an AWS Kinesis data stream, see Kinesis data stream.

  • For more information about the AWS Kinesis data stream API that is used to register consumers, see RegisterStreamConsumer.

  • For more methods and information about how to create a policy in AWS, see Creating IAM policies.

To create a policy in AWS, perform the following steps:

  1. Sign in to the AWS Management Console and open the IAM console.

  2. In the navigation pane of the console for IAM, click Access Management > Policies.

  3. Click Create policy.

  4. For Select a service, select Kinesis.

  5. For action allowed, select the following:

    • List > ListShards.

      This action grants permission to list the shards in a stream and provides information about each shard.

    • Read > SubscribeToShard.

      This action grants permission to listen to a specific shard with enhanced fan-out.

    • Read > DescribeStreamConsumer.

      This action grants permission to get the description of a registered stream consumer.

    These permissions cover reading from the stream. Pub/Sub only supports reading from a Kinesis stream with Enhanced Fan-Out by using the streaming SubscribeToShard API.

  6. For Resources, if you'd like to restrict the policy to specific stream or consumer (recommended), specify the consumer ARN and the stream ARN.

  7. Click Add more permissions.

  8. For Select a service, enter and select STS.

  9. For action allowed, select Write > AssumeRoleWithWebIdentity.

    This action grants permission to obtain a set of temporary security credentials for Pub/Sub to authenticate to Kinesis data stream by using identity federation.

  10. Click Next.

  11. Enter a policy name and description.

  12. Click Create policy.

Create a role in AWS using a custom trust policy

You must create a role in AWS so that Pub/Sub can authenticate to AWS to ingest data from Kinesis Data Streams.

To create a role using a custom trust policy, perform the following steps:

  1. Sign in to the AWS Management Console and open the IAM console.

  2. In the navigation pane of the console for IAM, click Roles.

  3. Click Create role.

  4. For Select trusted entity, select Custom trust policy.

  5. In the Custom trust policy section, enter or paste the following:

    {
  "Version": "2012-10-17",
  "Statement": [
    {
     "Effect": "Allow",
     "Principal": {
        "Federated": "accounts.google.com"
     },
     "Action": "sts:AssumeRoleWithWebIdentity",
     "Condition": {
         "StringEquals": {
           "accounts.google.com:sub": "<SERVICE_ACCOUNT_UNIQUE_ID>"
         }
      }
    }
  ]
}

    Replace <SERVICE_ACCOUNT_UNIQUE_ID> with the unique ID of the service account that you recorded in Record the service account unique ID.

  6. Click Next.

  7. For Add permissions, search and select the custom policy that you just created.

  8. Click Next.

  9. Enter a role name and description.

  10. Click Create role.

Add the Pub/Sub publisher role to the Pub/Sub service account

You must assign a publisher role to the Pub/Sub service account so that Pub/Sub is able to publish to the import topic from AWS Kinesis Data Streams.

  • To enable publishing from all topics in a project, see Enable publishing from all topics. Use this method if you have not created any AWS Kinesis Data Streams import topics.

  • To enable publishing from a specific topic (recommended), see Enable publishing from a single topic. Use this method only if the AWS Kinesis Data Streams import topic already exists.

Enable publishing from all topics

Use this method if you have not created any AWS Kinesis Data Streams import topics.

  1. In the Google Cloud console, go to the IAM page.

    Go to IAM

  2. Enable the Include Google-provided role grants option.

  3. Look for the service account that has the format service-{PROJECT_NUMBER}@gcp-sa-pubsub.iam.gserviceaccount.com.

  4. For this service account, click the Edit Principal button.

  5. If required, click Add another role.

  6. Search and select the Pub/Sub publisher role (roles/pubsub.publisher).

  7. Click Save.

Enable publishing from a single topic

Use this method only if the AWS Kinesis Data Streams import topic already exists.

  1. In the Google Cloud console, activate Cloud Shell.

    Activate Cloud Shell

    At the bottom of the Google Cloud console, a Cloud Shell session starts and displays a command-line prompt. Cloud Shell is a shell environment with the Google Cloud CLI already installed and with values already set for your current project. It can take a few seconds for the session to initialize.

  2. Run the gcloud pubsub topics add-iam-policy-binding command:

    gcloud pubsub topics add-iam-policy-binding TOPIC_ID\
   --member="serviceAccount:service-PROJECT_NUMBER@gcp-sa-pubsub.iam.gserviceaccount.com"\
   --role="roles/pubsub.publisher"

    Replace the following:

    • TOPIC_ID is the topic ID of the Amazon Kinesis Data Streams import topic.

    • PROJECT_NUMBER is the project number. To view the project number, see Identifying projects.

Add the service account user role to the service account

The Service Account User role (roles/iam.serviceAccountUser) includes the permission iam.serviceAccounts.actAs that lets a principal attach a service account to the Amazon Kinesis Data Streams import topic's ingestion settings and use that service account for federated identity.

Perform the following steps:

  1. In the Google Cloud console, go to the IAM page.

    Go to IAM

  2. For the principal that's issuing the create or update topic calls, click the Edit Principal button.

  3. If required, click Add another role.

  4. Search and select the Service account user role (roles/iam.serviceAccountUser).

  5. Click Save.

Create an Amazon Kinesis Data Streams import topic

To know more about properties associated with a topic, see Properties of a topic.

Ensure that you have completed the following procedures:

To create an Amazon Kinesis Data Streams import topic, follow these steps:

Console

  1. In the Google Cloud console, go to the Topics page.

    Go to Topics

  2. Click Create topic.

  3. In the Topic ID field, enter an ID for your Amazon Kinesis Data Streams import topic.

    For more information about naming topics, see the naming guidelines.

  4. Select Add a default subscription.

  5. Select Enable ingestion.

  6. For ingestion source, select Amazon Kinesis Data Streams.

  7. Enter the following details:

    • Kinesis Stream ARN: The ARN for the Kinesis Data Stream that you are planning to ingest into Pub/Sub. The ARN format is as follows: arn:${Partition}:kinesis:${Region}:${Account}:stream/${StreamName}.

    • Kinesis Consumer ARN: The ARN of the consumer resource that is registered to the AWS Kinesis Data Stream. The ARN format is as follows: arn:${Partition}:kinesis:${Region}:${Account}:${StreamType}/${StreamName}/consumer/${ConsumerName}:${ConsumerCreationTimpstamp}.

    • AWS Role ARN: The ARN of the AWS role. The ARN format of the role is as follows: arn:aws:iam:${Account}:role/${RoleName}.

    • Service account: The service account that you created in Create a service account in Google Cloud.

  8. Click Create topic.

gcloud

  1. In the Google Cloud console, activate Cloud Shell.

    Activate Cloud Shell

    At the bottom of the Google Cloud console, a Cloud Shell session starts and displays a command-line prompt. Cloud Shell is a shell environment with the Google Cloud CLI already installed and with values already set for your current project. It can take a few seconds for the session to initialize.

  2. Run the gcloud pubsub topics create command:

    gcloud pubsub topics create TOPIC_ID 
    
       --kinesis-ingestion-stream-arn KINESIS_STREAM_ARN
    
       --kinesis-ingestion-consumer-arn KINESIS_CONSUMER_ARN
    
       --kinesis-ingestion-role-arn KINESIS_ROLE_ARN
    
       --kinesis-ingestion-service-account PUBSUB_SERVICE_ACCOUNT

    Replace the following:

    • TOPIC_ID is the topic ID.

    • KINESIS_STREAM_ARN is the ARN for the Kinesis Data Streams that you are planning to ingest into Pub/Sub. The ARN format is as follows: arn:${Partition}:kinesis:${Region}:${Account}:stream/${StreamName}.

    • KINESIS_CONSUMER_ARN is the ARN of the consumer resource that is registered to the AWS Kinesis Data Streams. The ARN format is as follows: arn:${Partition}:kinesis:${Region}:${Account}:${StreamType}/${StreamName}/consumer/${ConsumerName}:${ConsumerCreationTimpstamp}.

    • KINESIS_ROLE_ARN is the ARN of the AWS role. The ARN format of the role is as follows: arn:aws:iam:${Account}:role/${RoleName}.

    • PUBSUB_SERVICE_ACCOUNT is the service account that you created in Create a service account in Google Cloud.

Go

Before trying this sample, follow the Go setup instructions in the Pub/Sub quickstart using client libraries. For more information, see the Pub/Sub Go API reference documentation.

To authenticate to Pub/Sub, set up Application Default Credentials. For more information, see Set up authentication for a local development environment. 

import (
	"context"
	"fmt"
	"io"

	"cloud.google.com/go/pubsub"
)

func createTopicWithKinesisIngestion(w io.Writer, projectID, topicID string) error {
	// projectID := "my-project-id"
	// topicID := "my-topic"
	streamARN := "stream-arn"
	consumerARN := "consumer-arn"
	awsRoleARN := "aws-role-arn"
	gcpServiceAccount := "gcp-service-account"

	ctx := context.Background()
	client, err := pubsub.NewClient(ctx, projectID)
	if err != nil {
		return fmt.Errorf("pubsub.NewClient: %w", err)
	}
	defer client.Close()

	cfg := &pubsub.TopicConfig{
		IngestionDataSourceSettings: &pubsub.IngestionDataSourceSettings{
			Source: &pubsub.IngestionDataSourceAWSKinesis{
				StreamARN:         streamARN,
				ConsumerARN:       consumerARN,
				AWSRoleARN:        awsRoleARN,
				GCPServiceAccount: gcpServiceAccount,
			},
		},
	}
	t, err := client.CreateTopicWithConfig(ctx, topicID, cfg)
	if err != nil {
		return fmt.Errorf("CreateTopic: %w", err)
	}
	fmt.Fprintf(w, "Kinesis topic created: %v\n", t)
	return nil
}

Java

Before trying this sample, follow the Java setup instructions in the Pub/Sub quickstart using client libraries. For more information, see the Pub/Sub Java API reference documentation.

To authenticate to Pub/Sub, set up Application Default Credentials. For more information, see Set up authentication for a local development environment. 


import com.google.cloud.pubsub.v1.TopicAdminClient;
import com.google.pubsub.v1.IngestionDataSourceSettings;
import com.google.pubsub.v1.Topic;
import com.google.pubsub.v1.TopicName;
import java.io.IOException;

public class CreateTopicWithKinesisIngestionExample {
  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";
    // Kinesis ingestion settings.
    String streamArn = "stream-arn";
    String consumerArn = "consumer-arn";
    String awsRoleArn = "aws-role-arn";
    String gcpServiceAccount = "gcp-service-account";

    createTopicWithKinesisIngestionExample(
        projectId, topicId, streamArn, consumerArn, awsRoleArn, gcpServiceAccount);
  }

  public static void createTopicWithKinesisIngestionExample(
      String projectId,
      String topicId,
      String streamArn,
      String consumerArn,
      String awsRoleArn,
      String gcpServiceAccount)
      throws IOException {
    try (TopicAdminClient topicAdminClient = TopicAdminClient.create()) {
      TopicName topicName = TopicName.of(projectId, topicId);

      IngestionDataSourceSettings.AwsKinesis awsKinesis =
          IngestionDataSourceSettings.AwsKinesis.newBuilder()
              .setStreamArn(streamArn)
              .setConsumerArn(consumerArn)
              .setAwsRoleArn(awsRoleArn)
              .setGcpServiceAccount(gcpServiceAccount)
              .build();
      IngestionDataSourceSettings ingestionDataSourceSettings =
          IngestionDataSourceSettings.newBuilder().setAwsKinesis(awsKinesis).build();

      Topic topic =
          topicAdminClient.createTopic(
              Topic.newBuilder()
                  .setName(topicName.toString())
                  .setIngestionDataSourceSettings(ingestionDataSourceSettings)
                  .build());

      System.out.println("Created topic with Kinesis ingestion settings: " + topic.getAllFields());
    }
  }
}

Node.js

Before trying this sample, follow the Node.js setup instructions in the Pub/Sub quickstart using client libraries. For more information, see the Pub/Sub Node.js API reference documentation.

To authenticate to Pub/Sub, set up Application Default Credentials. For more information, see Set up authentication for a local development environment. 

/**
 * TODO(developer): Uncomment these variables before running the sample.
 */
// const topicNameOrId = 'YOUR_TOPIC_NAME_OR_ID';
// const roleArn = 'arn:aws:iam:...';
// const gcpServiceAccount = 'ingestion-account@...';
// const streamArn = 'arn:aws:kinesis:...';
// const consumerArn = 'arn:aws:kinesis:...';

// 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 createTopicWithKinesisIngestion(
  topicNameOrId,
  awsRoleArn,
  gcpServiceAccount,
  streamArn,
  consumerArn
) {
  // Creates a new topic with Kinesis ingestion.
  await pubSubClient.createTopic({
    name: topicNameOrId,
    ingestionDataSourceSettings: {
      awsKinesis: {
        awsRoleArn,
        gcpServiceAccount,
        streamArn,
        consumerArn,
      },
    },
  });
  console.log(`Topic ${topicNameOrId} created with AWS Kinesis ingestion.`);
}

Python

Before trying this sample, follow the Python setup instructions in the Pub/Sub quickstart using client libraries. For more information, see the Pub/Sub Python API reference documentation.

To authenticate to Pub/Sub, set up Application Default Credentials. For more information, see Set up authentication for a local development environment. 

from google.cloud import pubsub_v1
from google.pubsub_v1.types import Topic
from google.pubsub_v1.types import IngestionDataSourceSettings

# TODO(developer)
# project_id = "your-project-id"
# topic_id = "your-topic-id"
# stream_arn = "your-stream-arn"
# consumer_arn = "your-consumer-arn"
# aws_role_arn = "your-aws-role-arn"
# gcp_service_account = "your-gcp-service-account"

publisher = pubsub_v1.PublisherClient()
topic_path = publisher.topic_path(project_id, topic_id)

request = Topic(
    name=topic_path,
    ingestion_data_source_settings=IngestionDataSourceSettings(
        aws_kinesis=IngestionDataSourceSettings.AwsKinesis(
            stream_arn=stream_arn,
            consumer_arn=consumer_arn,
            aws_role_arn=aws_role_arn,
            gcp_service_account=gcp_service_account,
        )
    ),
)

topic = publisher.create_topic(request=request)

print(f"Created topic: {topic.name} with AWS Kinesis Ingestion Settings")

C++

Before trying this sample, follow the C++ setup instructions in the Pub/Sub quickstart using client libraries. For more information, see the Pub/Sub C++ API reference documentation.

To authenticate to Pub/Sub, set up Application Default Credentials. For more information, see Set up authentication for a local development environment. 

namespace pubsub = ::google::cloud::pubsub;
namespace pubsub_admin = ::google::cloud::pubsub_admin;
[](pubsub_admin::TopicAdminClient client, std::string project_id,
   std::string topic_id, std::string stream_arn, std::string consumer_arn,
   std::string aws_role_arn, std::string gcp_service_account) {
  google::pubsub::v1::Topic request;
  request.set_name(
      pubsub::Topic(std::move(project_id), std::move(topic_id)).FullName());
  auto* aws_kinesis =
      request.mutable_ingestion_data_source_settings()->mutable_aws_kinesis();
  aws_kinesis->set_stream_arn(stream_arn);
  aws_kinesis->set_consumer_arn(consumer_arn);
  aws_kinesis->set_aws_role_arn(aws_role_arn);
  aws_kinesis->set_gcp_service_account(gcp_service_account);

  auto topic = client.CreateTopic(request);
  // Note that kAlreadyExists is a possible error when the library retries.
  if (topic.status().code() == google::cloud::StatusCode::kAlreadyExists) {
    std::cout << "The topic already exists\n";
    return;
  }
  if (!topic) throw std::move(topic).status();

  std::cout << "The topic was successfully created: " << topic->DebugString()
            << "\n";
}

Node.js (TypeScript)

Before trying this sample, follow the Node.js setup instructions in the Pub/Sub quickstart using client libraries. For more information, see the Pub/Sub Node.js API reference documentation.

To authenticate to Pub/Sub, set up Application Default Credentials. For more information, see Set up authentication for a local development environment. 

/**
 * TODO(developer): Uncomment these variables before running the sample.
 */
// const topicNameOrId = 'YOUR_TOPIC_NAME_OR_ID';
// const roleArn = 'arn:aws:iam:...';
// const gcpServiceAccount = 'ingestion-account@...';
// const streamArn = 'arn:aws:kinesis:...';
// const consumerArn = 'arn:aws:kinesis:...';

// 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 createTopicWithKinesisIngestion(
  topicNameOrId: string,
  awsRoleArn: string,
  gcpServiceAccount: string,
  streamArn: string,
  consumerArn: string
) {
  // Creates a new topic with Kinesis ingestion.
  await pubSubClient.createTopic({
    name: topicNameOrId,
    ingestionDataSourceSettings: {
      awsKinesis: {
        awsRoleArn,
        gcpServiceAccount,
        streamArn,
        consumerArn,
      },
    },
  });
  console.log(`Topic ${topicNameOrId} created with AWS Kinesis ingestion.`);
}

For more information about ARNs, see Amazon Resource Names (ARNs) and IAM Identifiers.

If you run into issues, see Troubleshooting an Amazon Kinesis Data Streams import topic.

Edit an Amazon Kinesis Data Streams import topic

You can edit the ingestion data source settings of an Amazon Kinesis Data Streams import topic. Perform the following steps:

Console

  1. In the Google Cloud console, go to the Topics page.

    Go to Topics

  2. Click the Amazon Kinesis Data Streams import topic.

  3. In the topic details page, click Edit.

  4. Update the fields that you want to change.

  5. Click Update.

gcloud

  1. In the Google Cloud console, activate Cloud Shell.

    Activate Cloud Shell

    At the bottom of the Google Cloud console, a Cloud Shell session starts and displays a command-line prompt. Cloud Shell is a shell environment with the Google Cloud CLI already installed and with values already set for your current project. It can take a few seconds for the session to initialize.

  2. To avoid losing your settings for the import topic, make sure to include all of them every time you update the topic. If you leave something out, Pub/Sub resets the setting to its original default value.

    Run the gcloud pubsub topics update command with all the flags mentioned in the following sample:

      gcloud pubsub topics update TOPIC_ID 
    
         --kinesis-ingestion-stream-arn KINESIS_STREAM_ARN
    
         --kinesis-ingestion-consumer-arn KINESIS_CONSUMER_ARN
    
         --kinesis-ingestion-role-arn KINESIS_ROLE_ARN
    
         --kinesis-ingestion-service-account PUBSUB_SERVICE_ACCOUNT

    Replace the following:

    • TOPIC_ID is the topic ID. This field cannot be updated.

    • KINESIS_STREAM_ARN is the ARN for the Kinesis Data Streams that you are planning to ingest into Pub/Sub. The ARN format is as follows: arn:${Partition}:kinesis:${Region}:${Account}:stream/${StreamName}.

    • KINESIS_CONSUMER_ARN is the ARN of the consumer resource that is registered to the AWS Kinesis Data Streams. The ARN format is as follows: arn:${Partition}:kinesis:${Region}:${Account}:${StreamType}/${StreamName}/consumer/${ConsumerName}:${ConsumerCreationTimpstamp}.

    • KINESIS_ROLE_ARN is the ARN of the AWS role. The ARN format of the role is as follows: arn:aws:iam:${Account}:role/${RoleName}.

    • PUBSUB_SERVICE_ACCOUNT is the service account that you created in Create a service account in Google Cloud.

Quotas and limits for Amazon Kinesis Data Streams import topics

The publisher throughput for import topics is bound by the publish quota of the topic. For more information, see Pub/Sub quotas and limits.

What's next