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Invoke AWS Lambda functions from your Gloo Mesh Gateway cluster by using an IAM role for a service account (IRSA).

Overview

Amazon Web Services (AWS) offers the ability to associate an IAM role with a Kubernetes service account, also known as creating an IRSA. Gloo Mesh Gateway supports discovering and invoking AWS Lambda functions by using an IRSA. For more information, see the AWS documentation.

In this getting started tutorial, you follow these steps:

AWS resources:

Associate your EKS cluster with an IAM OIDC Provider
Create an IAM policy that allows interactions with Lambda functions
Create an IAM role that associates the IAM policy with the Gloo Mesh Gateway service accounts (an IRSA)
Create a Lambda function for testing

Gloo resources:

Annotate Gloo Mesh Gateway service accounts with the IRSA
Provide AWS account and Lambda details in CloudProvider and CloudResources custom resources (CRs)
Set up routing to your function by creating a RouteTable CR

After you create these resources, requests to your Lambda function follow this network traffic flow:

Figure: Gloo custom resources for AWS Lambda details

A client makes a request to the host and path that you set up for the function, such as https://www.example.com/test-lambda.
Gloo Mesh Gateway receives the request for the host as specified in the route table, and matches the host to a particular AWS account and Lambda function as specified in the cloud provider and cloud resource. Using these details, Gloo Mesh Gateway assumes an IAM role to invoke the function.
The Lambda function in your AWS account receives the request, and returns a response to Gloo Mesh Gateway.
Gloo Mesh Gateway applies any transformations that you configured (such as AWS response transformations) to the response, and returns it to the client.

Before you begin

Install Gloo Mesh Gateway. Your ingress gateway proxies must run a Solo distribution of Istio, and note that certain Lambda integration features, such as unwrapping Lambda responses in the same way as an AWS API Gateway, require Istio version 1.15.1 or later.
- Install quickly with meshctl.
- Customize your installation with Helm.
Configure an HTTPS listener on your ingress gateway.

Configure AWS IAM resources

Save your AWS details, and create an IRSA for the Gloo Mesh Gateway deployment pods to use.

Save the details of the AWS region and account that your Lambda functions are in.
```
  export AWS_REGION=<region>
export ACCOUNT_ID=<account_id>
  
```
Save the AWS Security Token Service (AWS STS) endpoint to use when retrieving the necessary AWS credentials for accessing Lambda functions. Note that STS endpoints are unique to a particular listener port on a workload. For more information about STS endpoints, see the AWS documentation.
- Global STS endpoint (default):
```
  export STS_ENDPOINT=sts.amazonaws.com
  
```
- Regional STS endpoints:
```
  export STS_ENDPOINT=sts.$AWS_REGION.com
  
```
Create an IAM OIDC provider for your EKS cluster that you plan to use for Gloo Mesh Gateway.

Save your cluster’s OIDC identity provider in an environment variable.

  export OIDC_PROVIDER=$(aws eks describe-cluster --name $CLUSTER_NAME --region $AWS_REGION --query "cluster.identity.oidc.issuer" --output text | sed -e "s/^https:\/\///")

Create an IAM policy to allow access to the following four Lambda actions. Note: In this getting started guide, the permissions to discover and invoke functions are listed in the same policy, and this policy is used by both the Gloo Mesh Gateway management server for discovery and the gateway proxy for invocation. In a more advanced setup, you might separate discovery and invocation permissions into two IAM policies.

  cat >policy.json <<EOF
{
   "Version": "2012-10-17",
   "Statement": [
       {
           "Effect": "Allow",
           "Action": [
               "lambda:ListFunctions",
               "lambda:InvokeFunction",
               "lambda:GetFunction",
               "lambda:InvokeAsync"
           ],
           "Resource": "*"
       }
   ]
}
EOF

aws iam create-policy --policy-name gloo-lambda-policy --policy-document file://policy.json

Use an IAM role to associate the policy with the Kubernetes service account for the Gloo management server. The management server assumes this role to discover Lambda functions. For more information about these steps, see the AWS documentation.

Create the following IAM role.

  cat >discover-role.json <<EOF
{
  "Version": "2012-10-17",
  "Statement": [
    {
      "Effect": "Allow",
      "Principal": {
        "Federated": "arn:aws:iam::${ACCOUNT_ID}:oidc-provider/${OIDC_PROVIDER}"
      },
      "Action": "sts:AssumeRoleWithWebIdentity",
      "Condition": {
        "StringEquals": {
          "${OIDC_PROVIDER}:aud": "${STS_ENDPOINT}",
          "${OIDC_PROVIDER}:sub": "system:serviceaccount:gloo-mesh:gloo-mesh-mgmt-server"
        }
      }
    }
  ]
}
EOF

aws iam create-role --role-name gloo-lambda-mgmt-discover --assume-role-policy-document file://discover-role.json

Use the IAM role to associate the IAM policy with the service account. This IAM role for the service account is known as an IRSA.

  aws iam attach-role-policy --role-name gloo-lambda-mgmt-discover --policy-arn=arn:aws:iam::$ACCOUNT_ID:policy/gloo-lambda-policy

Verify that the policy is attached to the role.

  aws iam list-attached-role-policies --role-name gloo-lambda-mgmt-discover

Example output:

  {
    "AttachedPolicies": [
        {
            "PolicyName": "gloo-lambda-policy",
            "PolicyArn": "arn:aws:iam::111122223333:policy/gloo-lambda-policy"
        }
    ]
}

Get the current Helm values for your Gloo installation.

  helm get values gloo-platform -n gloo-mesh -o yaml > gloo-gateway-single.yaml

Annotate the management server service account with the ARN of its IAM role.

  helm upgrade --install gloo-platform gloo-platform/gloo-platform \
--namespace gloo-mesh \
--version $GLOO_VERSION \
--values gloo-gateway-single.yaml \
--set glooMgmtServer.serviceAccount.extraAnnotations."eks\.amazonaws\.com/role-arn"=arn:aws:iam::$ACCOUNT_ID:role/gloo-lambda-mgmt-discover

Verify that the service account is annotated with the IRSA.

  kubectl describe serviceaccount gloo-mesh-mgmt-server -n gloo-mesh

Example output:

  Name:                gloo-mesh-mgmt-server
Namespace:           gloo-mesh
Annotations:         eks.amazonaws.com/role-arn: arn:aws:iam::111122223333:role/gloo-lambda-mgmt-discover
Image pull secrets:  <none>
Mountable secrets:   gloo-mesh-mgmt-server-token-qqjfl
Tokens:              gloo-mesh-mgmt-server-token-qqjfl
...

Use an IAM role to associate the policy with the Kubernetes service account for the ingress gateway. The gateway assumes this role to invoke Lambda functions. For more information about these steps, see the AWS documentation.

Find the name of the service account for the ingress gateway. The service account might exist in another namespace, depending on where you deployed your gateway proxy.
```
  kubectl get serviceaccount -n gloo-mesh-gateways
  
```
In this example output, istio-ingressgateway-1-22-service-account is the name of the ingress gateway service account:
```
  NAME                                        SECRETS   AGE
default                                     1         45m
istio-ingressgateway-1-22-service-account   1         45m
  
```

Create the following IAM role. Change the namespace and name of the ingress gateway service account as needed.

  cat >invoke-role.json <<EOF
{
  "Version": "2012-10-17",
  "Statement": [
    {
      "Effect": "Allow",
      "Principal": {
        "Federated": "arn:aws:iam::${ACCOUNT_ID}:oidc-provider/${OIDC_PROVIDER}"
      },
      "Action": "sts:AssumeRoleWithWebIdentity",
      "Condition": {
        "StringEquals": {
          "${OIDC_PROVIDER}:aud": "${STS_ENDPOINT}",
          "${OIDC_PROVIDER}:sub": "system:serviceaccount:gloo-mesh-gateways:istio-ingressgateway-1-22-service-account"
        }
      }
    }
  ]
}
EOF

aws iam create-role --role-name gloo-lambda-gateway-invoke --assume-role-policy-document file://invoke-role.json

Use the IAM role to associate the IAM policy with the service account. This IAM role for the service account is known as an IRSA.

  aws iam attach-role-policy --role-name gloo-lambda-gateway-invoke --policy-arn=arn:aws:iam::$ACCOUNT_ID:policy/gloo-lambda-policy

Verify that the policy is attached to the role.

  aws iam list-attached-role-policies --role-name gloo-lambda-gateway-invoke

Example output:

  {
    "AttachedPolicies": [
        {
            "PolicyName": "gloo-lambda-policy",
            "PolicyArn": "arn:aws:iam::111122223333:policy/gloo-lambda-policy"
        }
    ]
}

Annotate the ingress gateway service account with the ARN of its IAM role. These steps differ depending on whether you used the Gloo gateway lifecycle manager to install your gateways, or manually deployed an unmanaged ingress gateway with an Istio Helm chart.
Gloo-managed gateway proxies Manual Helm deployments
If you use Gloo-managed gateway proxies, follow the steps in the Istio lifecycle manager upgrade guide. In the istioOperatorSpec.components.ingressGateways.k8s section, add the following overlay to annotate the service account. Replace $ACCOUNT_ID with your actual account ID, and update the name of the ingress gateway service account as needed. Note that the other environment variables are provided as example placeholders for the actual values in your file.
```
  ...
istioOperatorSpec:
  profile: empty
  hub: $REPO
  tag: $ISTIO_IMAGE
  components:
    ingressGateways:
    - name: istio-ingressgateway
      namespace: gloo-mesh-gateways
      enabled: true
      label:
        istio: ingressgateway
        app: istio-ingressgateway
      k8s:
        overlays:
          - apiVersion: v1
            kind: ServiceAccount
            # Change the name of the ingress gateway service account as needed
            name: istio-ingressgateway-1-22-service-account
            patches:
              - path: metadata.annotations.eks\.amazonaws\.com/role-arn
                value:
                  # Replace with your own account ID
                  arn:aws:iam::$ACCOUNT_ID:role/gloo-lambda-gateway-invoke
  
```
If you manually deployed unmanaged Istio ingress gateways, patch the deployment with the annotated service account.
These steps use the post rendering feature supported in Helm 3.1 and later, along with Kustomize. These features patch the rendered manifest of the istio-ingressgateway deployment before it is applied to the cluster without the need to modify the Helm chart itself, because deployment patches cannot be added to the istio-ingressgateway Helm chart directly.
1. Save the following patch, which updates the ingress gateway deployment with the annotated service account before the deployment is applied to the cluster.
  cat > sa-patch.yaml <<EOF apiVersion: v1 kind: ServiceAccount metadata: # Change the name of the ingress gateway service account as needed name: istio-ingressgateway-1-22-service-account annotations: eks.amazonaws.com/role-arn: "arn:aws:iam::$ACCOUNT_ID:role/gloo-lambda-gateway-invoke" EOF
2. To use Kustomize files with Helm rendering, which requires stdin/stdout, create a shell script named kustomize.sh.
  cat > kustomize.sh <<EOF #!/bin/sh cat > base.yaml exec kubectl kustomize EOF chmod +x ./kustomize.sh
3. Create the kustomization.yaml file, which provides the patch input for Kustomize.
  cat > kustomization.yaml <<EOF resources: - base.yaml patchesStrategicMerge: - sa-patch.yaml EOF
4. Follow the guide to upgrade the ingress gateway. When you run the helm upgrade command for the ingress gateway, be sure to include the --post-renderer ./kustomize.sh flag, such as the following:
  helm upgrade --install istio-ingressgateway-${REVISION} istio/gateway \ --version ${ISTIO_IMAGE} \ --namespace gloo-mesh-gateways \ --post-renderer ./kustomize.sh \ --wait \ -f ingress-gateway-values.yaml

Verify that the service account is annotated with the IRSA.

  kubectl describe serviceaccount istio-ingressgateway-1-22-service-account -n gloo-mesh-gateways

Example output:

  Name:                istio-ingressgateway-1-22-service-account
Namespace:           gloo-mesh-gateways
Labels:              app=istio-ingressgateway
                     install.operator.istio.io/owning-resource=istio-ingressgateway-1-22
                     install.operator.istio.io/owning-resource-namespace=gm-iop-1-22
                     istio=ingressgateway
                     istio.io/rev=1-22
                     operator.istio.io/component=IngressGateways
                     operator.istio.io/managed=Reconcile
                     operator.istio.io/version=1.22.4-solo
                     release=istio
                     revision=1-22
Annotations:         eks.amazonaws.com/role-arn: arn:aws:iam::931713665590:role/gloo-lambda-gateway-invoke
Image pull secrets:  <none>
Mountable secrets:   istio-ingressgateway-1-22-service-account-token-rwvq8
Tokens:              istio-ingressgateway-1-22-service-account-token-rwvq8
Events:              <none>

notifications

In this getting started guide, the IRSA for the management server is used for all function discovery, and the IRSA for the gateway is used for all function invocation. In a more advanced or multitenant setup, you might create override IAM roles to use for discovering and invoking Lambda functions instead of the IRSAs you annotate the service accounts with. For more information, see Roles for invocation and discovery.

Create a Lambda function for testing

Create an AWS Lambda function to test Gloo Mesh Gateway routing.

Log in to the AWS console and navigate to the Lambda page.
Click the Create Function button.
Name the function test-lambda and click Create function.

Replace the default contents of index.mjs with the following Node.js function, which returns a response body that contains exactly what was sent to the function in the request body.

  export const handler = async(event) => {
    const response = {
        statusCode: 200,
        body: `Response from AWS Lambda. Here's the request you just sent me: ${JSON.stringify(event)}`
    };
    return response;
};

Click Deploy.

Set up routing to your function

To invoke the function from Gloo Mesh Gateway, provide your AWS account and Lambda details in the CloudProvider and CloudResources resources. Then, set up routing to your function by creating a RouteTable.

CloudProvider: Define your AWS details and IAM roles in a CloudProvider CR. The CloudProvider CR serves as a centralized location for configuration settings for each cloud provider and the resources you want to use, such as AWS and AWS Lambda. You can also choose whether Gloo Mesh Gateway can automatically discover the Lambda functions in your account and region, or whether you want to manually list functions in a CloudResources resource.
CloudResources: Details about the functions that Gloo Mesh Gateway can access are listed in the CloudResources CR. If you enable automatic discovery of functions, Gloo creates a CloudResources configuration that contains entries for each Lambda that it discovers. If you do not enable discovery, you can manually specify the functions that Gloo Mesh Gateway can access in a CloudResources CR. Each item in the list contains an internal function name to route requests to, the actual name of the Lambda in AWS, and the version of the function to call.
RouteTable: Create a RouteTable CR to define a hostname and a specific path that your Lambda is available through. The route table ensures that Gloo Mesh Gateway directs all requests on the hostname and path to your function, and uses the correct IAM roles from your CloudProvider resource to invoke the function.

Figure: Gloo custom resources for AWS Lambda details

Define your AWS details and IAM roles in a CloudProvider resource. The configuration steps vary depending on whether you want Gloo Mesh Gateway to automatically discover the Lambda functions in your account and region, or you want to manually list functions in a CloudResources resource.

info

In multicluster setups, you must create CloudProvider and any CloudResources resources in the gloo-mesh namespace of the management cluster.

Define your AWS details in a CloudProvider resource. These settings enable automatic discovery of functions in your account and region, but filters the functions for the name test-lambda.

  kubectl apply -f - <<EOF
apiVersion: infrastructure.gloo.solo.io/v2
kind: CloudProvider
metadata:
  name: aws-provider
  namespace: gloo-mesh
spec:
  aws:
    accountId: "$ACCOUNT_ID"
    region: $AWS_REGION
    stsEndpoint: $STS_ENDPOINT
    lambda:
      discovery:
        enabled: true
        filter:
          names: test-lambda
          latestOnly: true
      invokeRoleName: gloo-lambda-gateway-invoke
EOF

Verify that Gloo Mesh Gateway discovered the test-lambda function. Gloo automatically creates a CloudResources configuration that contains entries for each Lambda that it discovers.
```
  kubectl get CloudResources -n gloo-mesh
  
```

Define your AWS details in a CloudProvider resource.

  kubectl apply -f - <<EOF
apiVersion: infrastructure.gloo.solo.io/v2
kind: CloudProvider
metadata:
  name: aws-provider
  namespace: gloo-mesh
spec:
  aws:
    accountId: "$ACCOUNT_ID"
    region: $AWS_REGION
    stsEndpoint: $STS_ENDPOINT
    lambda:
      invokeRoleName: gloo-lambda-gateway-invoke
EOF

Specify the test Lambda that you created in a CloudResources resource.

  kubectl apply -f - <<EOF
apiVersion: infrastructure.gloo.solo.io/v2
kind: CloudResources
metadata:
  name: aws-functions
  namespace: gloo-mesh
spec:
  # Name of the CloudProvider resource
  provider: aws-provider
  aws: 
    lambda:
        # Actual name of the function in AWS
      - lambdaFunctionName: test-lambda
        # Version of the function to call
        qualifier: $LATEST
EOF

Create a RouteTable resource to direct all requests on the /test-lambda path to your Lambda function. Update the example values with your own details as needed, such as the virtualGateways reference details.

  kubectl apply -f - <<EOF
apiVersion: networking.gloo.solo.io/v2
kind: RouteTable
metadata:
  name: test-lambda-route
  namespace: gloo-mesh
spec:
  # Applies to any host; can indicate a specific domain, like example.com
  hosts:
    - '*'
  # Selects a virtual gateway you previously created.
  # Change name and namespace as needed.
  virtualGateways:
    - name: istio-ingressgateway
      namespace: bookinfo
  http:
    - name: test-lambda-route
      labels:
        route: lambda
      matchers:
      - uri:
          prefix: /test-lambda
      forwardTo:
        destinations:
          # Reference to the function in the CloudProvider resource
          - awsLambda:
              cloudProvider:
                name: aws-provider
                namespace: gloo-mesh
                cluster: $CLUSTER_NAME
              function: test-lambda
EOF

Get the hostname of your ingress gateway to test the /test-lambda route.

  export INGRESS_GW_IP=$(kubectl get svc -n gloo-mesh-gateways istio-ingressgateway -o jsonpath='{.status.loadBalancer.ingress[0].hostname}')
echo $INGRESS_GW_IP

Send a request to the Lambda endpoint to verify that the request is successfully resolved by the gateway.

  curl -vik https://${INGRESS_GW_IP}:443/test-lambda -H "host: www.example.com:443"

Example output:

  Response from AWS Lambda. Here's the request you just sent me: {"headers":{":authority":"www.example.com",":method":"GET",":path":"/test-lambda",":scheme":"http","accept":"*/*","user-agent":"curl/7.79.1","x-envoy-decorator-operation":"dummy-route.blackhole.solo.unused:8080/test-lambda*","x-envoy-internal":"true","x-envoy-peer-metadata":"ChQKDk<...>","x-envoy-peer-metadata-id":"router~192.168.47.140~istio-ingressgateway-1-22-68bdd78cc4-zqjx7.gloo-mesh-gateways~gloo-mesh-gateways.svc.cluster.local","x-forwarded-for":"192.168.90.112","x-forwarded-proto":"http","x-request-id":"40e70781-3da4-4cf1-8fd2-47b84858fffb"},"httpMethod":"GET","path":"/test-lambda","queryString":""}%

Note: Gloo Mesh Gateway uses a dummy route for the connection between Gloo Mesh Gateway and AWS Lambda, such as dummy-route.blackhole.solo.unused:8080/test-lambda* in this example output. This route indicates that the connection is functioning as intended.

Next steps

Now that you’ve set up Gloo Mesh Gateway to invoke Lambda functions, check out the following pages to configure your own functions for Gloo Mesh Gateway invocation.

Further configure AWS and Lambda settings in your CloudProvider and CloudResources.
Define Lambda routing and apply route table filters based on Lambda function properties.
Manage multitenancy by controlling which teams’ workloads can discover and invoke specific Lambda functions.
Review default request and response payload formats, and transformations you can apply to the payload structure.

Get started

Overview link

Before you begin link

Configure AWS IAM resources link

Create a Lambda function for testing link

Set up routing to your function link

Next steps link

Overview

Before you begin

Configure AWS IAM resources

Create a Lambda function for testing

Set up routing to your function

Next steps