Invoking an AWS Lambda function from an RDS for PostgreSQL DB instance (original) (raw)

AWS Lambda is an event-driven compute service that lets you run code without provisioning or managing servers. It's available for use with many AWS services, including RDS for PostgreSQL. For example, you can use Lambda functions to process event notifications from a database, or to load data from files whenever a new file is uploaded to Amazon S3. To learn more about Lambda, see What is AWS Lambda? in the AWS Lambda Developer Guide.

Note

Invoking an AWS Lambda function is supported in these RDS for PostgreSQL versions:

Setting up RDS for PostgreSQL to work with Lambda functions is a multi-step process involving AWS Lambda, IAM, your VPC, and your RDS for PostgreSQL DB instance. Following, you can find summaries of the necessary steps.

For more information about Lambda functions, see Getting started with Lambda andAWS Lambda foundations in the AWS Lambda Developer Guide.

Topics

Step 1: Configure your RDS for PostgreSQL DB instance for outbound connections to AWS Lambda

Lambda functions always run inside an Amazon VPC that's owned by the AWS Lambda service. Lambda applies network access and security rules to this VPC and it maintains and monitors the VPC automatically. Your RDS for PostgreSQL DB instance sends network traffic to the Lambda service's VPC. How you configure this depends on whether your DB instance is public or private.

Your VPC can now interact with the AWS Lambda VPC at the network level. Next, you configure the permissions using IAM.

Step 2: Configure IAM for your RDS for PostgreSQL DB instance and AWS Lambda

Invoking Lambda functions from your RDS for PostgreSQL DB instance requires certain privileges. To configure the necessary privileges, we recommend that you create an IAM policy that allows invoking Lambda functions, assign that policy to a role, and then apply the role to your DB instance. This approach gives the DB instance privileges to invoke the specified Lambda function on your behalf. The following steps show you how to do this using the AWS CLI.

To configure IAM permissions for using your Amazon RDS instance with Lambda
  1. Use the create-policy AWS CLI command to create an IAM policy that allows your RDS for PostgreSQL DB instance to invoke the specified Lambda function. (The statement ID (Sid) is an optional description for your policy statement and has no effect on usage.) This policy gives your DB instance the minimum permissions needed to invoke the specified Lambda function.
aws iam create-policy  --policy-name rds-lambda-policy --policy-document '{  
    "Version": "2012-10-17",  
    "Statement": [  
        {  
        "Sid": "AllowAccessToExampleFunction",  
        "Effect": "Allow",  
        "Action": "lambda:InvokeFunction",  
        "Resource": "arn:aws:lambda:aws-region:444455556666:function:my-function"  
        }  
    ]  
}'

Alternatively, you can use the predefined AWSLambdaRole policy that allows you to invoke any of your Lambda functions. For more information, see Identity-based IAM policies for Lambda 2. Use the create-role AWS CLI command to create an IAM role that the policy can assume at runtime. 

aws iam create-role  --role-name rds-lambda-role --assume-role-policy-document '{  
    "Version": "2012-10-17",  
    "Statement": [  
        {  
        "Effect": "Allow",  
        "Principal": {  
            "Service": "rds.amazonaws.com"  
        },  
        "Action": "sts:AssumeRole"  
        }  
    ]  
}'
  1. Apply the policy to the role by using the attach-role-policy AWS CLI command.
aws iam attach-role-policy \  
    --policy-arn arn:aws:iam::444455556666:policy/rds-lambda-policy \  
    --role-name rds-lambda-role --region aws-region
  1. Apply the role to your RDS for PostgreSQL DB instance by using the add-role-to-db-instance AWS CLI command. This last step allows your DB instance's database users to invoke Lambda functions.
aws rds add-role-to-db-instance \  
       --db-instance-identifier my-instance-name \  
       --feature-name Lambda \  
       --role-arn  arn:aws:iam::444455556666:role/rds-lambda-role   \  
       --region aws-region

With the VPC and the IAM configurations complete, you can now install the aws_lambda extension. (Note that you can install the extension at any time, but until you set up the correct VPC support and IAM privileges, the aws_lambda extension adds nothing to your RDS for PostgreSQL DB instance's capabilities.)

Step 3: Install the aws_lambda extension for an RDS for PostgreSQL DB instance

To use AWS Lambda with your RDS for PostgreSQL DB instance, add the aws_lambda PostgreSQL extension to your RDS for PostgreSQL DB instance. This extension provides your RDS for PostgreSQL DB instance with the ability to call Lambda functions from PostgreSQL.

To install the aws_lambda extension in your RDS for PostgreSQL DB instance

Use the PostgreSQL psql command-line or the pgAdmin tool to connect to your RDS for PostgreSQL DB instance.

  1. Connect to your RDS for PostgreSQL DB instance as a user with rds_superuser privileges. The default postgres user is shown in the example.
psql -h instance.444455556666.aws-region.rds.amazonaws.com -U postgres -p 5432
  1. Install the aws_lambda extension. The aws_commons extension is also required. It provides helper functions to aws_lambda and many other Aurora extensions for PostgreSQL. If it's not already on your RDS for PostgreSQLDB instance, it's installed withaws_lambda as shown following.
CREATE EXTENSION IF NOT EXISTS aws_lambda CASCADE;  
NOTICE:  installing required extension "aws_commons"  
CREATE EXTENSION

The aws_lambda extension is installed in your DB instance. You can now create convenience structures for invoking your Lambda functions.

Step 4: Use Lambda helper functions with yourRDS for PostgreSQL DB instance (Optional)

You can use the helper functions in the aws_commons extension to prepare entities that you can more easily invoke from PostgreSQL. To do this, you need to have the following information about your Lambda functions:

To hold the Lambda function name information, you use the aws_commons.create_lambda_function_arn function. This helper function creates an aws_commons._lambda_function_arn_1 composite structure with the details needed by the invoke function. Following, you can find three alternative approaches to setting up this composite structure.

SELECT aws_commons.create_lambda_function_arn(
   'my-function',
   'aws-region'
) AS aws_lambda_arn_1 \gset

SELECT aws_commons.create_lambda_function_arn(
   '111122223333:function:my-function',
   'aws-region'
) AS lambda_partial_arn_1 \gset

SELECT aws_commons.create_lambda_function_arn(
   'arn:aws:lambda:aws-region:111122223333:function:my-function'
) AS lambda_arn_1 \gset

Any of these values can be used in calls to the aws_lambda.invoke function. For examples, see Step 5: Invoke a Lambda function from your RDS for PostgreSQL DB instance.

Step 5: Invoke a Lambda function from your RDS for PostgreSQL DB instance

The aws_lambda.invoke function behaves synchronously or asynchronously, depending on the invocation_type. The two alternatives for this parameter are RequestResponse (the default) and Event, as follows.

As a simple test of your setup, you can connect to your DB instance using psql and invoke an example function from the command line. Suppose that you have one of the basic functions set up on your Lambda service, such as the simple Python function shown in the following screenshot.

Example Lambda function shown in the AWS CLI for AWS Lambda

To invoke an example function
  1. Connect to your DB instance using psql or pgAdmin.
psql -h instance.444455556666.aws-region.rds.amazonaws.com -U postgres -p 5432
  1. Invoke the function using its ARN.
SELECT * from aws_lambda.invoke(aws_commons.create_lambda_function_arn('arn:aws:lambda:aws-region:444455556666:function:simple', 'us-west-1'), '{"body": "Hello from Postgres!"}'::json );

The response looks as follows. 

status_code |                        payload                        | executed_version | log_result  
-------------+-------------------------------------------------------+------------------+------------  
         200 | {"statusCode": 200, "body": "\"Hello from Lambda!\""} | $LATEST          |  
(1 row)

If your invocation attempt doesn't succeed, see Lambda function error messages.

Step 6: Grant other users permission to invoke Lambda functions

At this point in the procedures, only you as rds_superuser can invoke your Lambda functions. To allow other users to invoke any functions that you create, you need to grant them permission.

To grant others permission to invoke Lambda functions
  1. Connect to your DB instance using psql or pgAdmin.
psql -h instance.444455556666.aws-region.rds.amazonaws.com -U postgres -p 5432
  1. Run the following SQL commands:
postgres=>  GRANT USAGE ON SCHEMA aws_lambda TO db_username;  
GRANT EXECUTE ON ALL FUNCTIONS IN SCHEMA aws_lambda TO db_username;