200-lambda.md

+++ title = "Hello Lambda" weight = 200 +++

Lambda handler code

We'll start with the AWS Lambda handler code.

1. Create a directory lambda in the root of your project tree (next to the cdk_workshop directory).
2. Add a file called lambda/hello.py with the following contents:

import json

def handler(event, context):
    print('request: {}'.format(json.dumps(event)))
    return {
        'statusCode': 200,
        'headers': {
            'Content-Type': 'text/plain'
        },
        'body': 'Hello, CDK! You have hit {}\n'.format(event['path'])
    }

This is a simple Lambda function which returns the text "Hello, CDK! You've hit [url path]". The function's output also includes the HTTP status code and HTTP headers. These are used by API Gateway to formulate the HTTP response to the user.

{{% notice info %}} This lambda is provided in Python. For more information on writing lambda functions in your language of choice, please refer to the AWS Lambda documentation here. {{% /notice %}}

Install the AWS Lambda construct library

The AWS CDK is shipped with an extensive library of constructs called the AWS Construct Library. The construct library is divided into modules, one for each AWS service. For example, if you want to define an AWS Lambda function, we will need to use the AWS Lambda construct library.

To discover and learn about AWS constructs, you can browse the AWS Construct Library reference.

A few words about copying & pasting in this workshop

In this workshop, we highly recommended to type CDK code instead of copying & pasting (there's usually not much to type). This way, you'll be able to fully experience what it's like to use the CDK. It's especially cool to see your IDE help you with auto-complete, inline documentation and type safety.

Add an AWS Lambda Function to your stack

Add an import statement at the beginning of cdk_workshop/cdk_workshop_stack.py, and a lambda.Function to your stack.

{{<highlight python "hl_lines=4 12-18">}} from constructs import Construct from aws_cdk import ( Stack, aws_lambda as _lambda, )

class CdkWorkshopStack(Stack):

def __init__(self, scope: Construct, id: str, **kwargs) -> None:
    super().__init__(scope, id, **kwargs)

    # Defines an AWS Lambda resource
    my_lambda = _lambda.Function(
        self, 'HelloHandler',
        runtime=_lambda.Runtime.PYTHON_3_7,
        code=_lambda.Code.from_asset('lambda'),
        handler='hello.handler',
    )

{{}}

A few things to notice:

• We are importing the aws_lambda module as _lambda because lambda is a built-in identifier in Python.
• Our function uses the Python 3.7 runtime
• The handler code is loaded from the lambda directory which we created earlier. Path is relative to where you execute cdk from, which is the project's root directory
• The name of the handler function is hello.handler ("hello" is the name of the file and "handler" is the function name)

A word about constructs and constructors

As you can see, the class constructors of both CdkWorkshopStack and lambda.Function (and many other classes in the CDK) have the signature (scope, id, **kwargs). This is because all of these classes are constructs. Constructs are the basic building block of CDK apps. They represent abstract "cloud components" which can be composed together into higher level abstractions via scopes. Scopes can include constructs, which in turn can include other constructs, etc.

Constructs are always created in the scope of another construct and must always have an identifier which must be unique within the scope it's created. Therefore, construct initializers (constructors) will always have the following signature:

1. scope: the first argument is always the scope in which this construct is created. In almost all cases, you'll be defining constructs within the scope of current construct, which means you'll usually just want to pass self for the first argument. Make a habit out of it.
2. id: the second argument is the local identity of the construct. It's an ID that has to be unique amongst construct within the same scope. The CDK uses this identity to calculate the CloudFormation Logical ID for each resource defined within this scope. To read more about IDs in the CDK, see the CDK user manual.
3. kwargs: the last (sometimes optional) arguments is always a set of initialization arguments. Those are specific to each construct. For example, the lambda.Function construct accepts arguments like runtime, code and handler. You can explore the various options using your IDE's auto-complete or in the online documentation.

Diff

Save your code, and let's take a quick look at the diff before we deploy:

cdk diff

Output would look like this:

The cdk-workshop stack uses assets, which are currently not accounted for in the diff output! See https://github.com/awslabs/aws-cdk/issues/395
IAM Statement Changes
┌───┬────────────────────────┬────────┬────────────────────────┬────────────────────────┬───────────┐
│   │ Resource               │ Effect │ Action                 │ Principal              │ Condition │
├───┼────────────────────────┼────────┼────────────────────────┼────────────────────────┼───────────┤
│ + │ ${HelloHandler/Service │ Allow  │ sts:AssumeRole         │ Service:lambda.amazona │           │
│   │ Role.Arn}              │        │                        │ ws.com                 │           │
└───┴────────────────────────┴────────┴────────────────────────┴────────────────────────┴───────────┘
IAM Policy Changes
┌───┬─────────────────────────────┬─────────────────────────────────────────────────────────────────┐
│   │ Resource                    │ Managed Policy ARN                                              │
├───┼─────────────────────────────┼─────────────────────────────────────────────────────────────────┤
│ + │ ${HelloHandler/ServiceRole} │ arn:${AWS::Partition}:iam::aws:policy/service-role/AWSLambdaBas │
│   │                             │ icExecutionRole                                                 │
└───┴─────────────────────────────┴─────────────────────────────────────────────────────────────────┘
(NOTE: There may be security-related changes not in this list. See http://bit.ly/cdk-2EhF7Np)

Parameters
[+] Parameter HelloHandler/Code/S3Bucket HelloHandlerCodeS3Bucket4359A483: {"Type":"String","Description":"S3 bucket for asset \"hello-cdk-1/HelloHandler/Code\""}
[+] Parameter HelloHandler/Code/S3VersionKey HelloHandlerCodeS3VersionKey07D12610: {"Type":"String","Description":"S3 key for asset version \"hello-cdk-1/HelloHandler/Code\""}
[+] Parameter HelloHandler/Code/ArtifactHash HelloHandlerCodeArtifactHash5DF4E4B6: {"Type":"String","Description":"Artifact hash for asset \"hello-cdk-1/HelloHandler/Code\""}

Resources
[+] AWS::IAM::Role HelloHandler/ServiceRole HelloHandlerServiceRole11EF7C63
[+] AWS::Lambda::Function HelloHandler HelloHandler2E4FBA4D

As you can see, this code synthesizes an AWS::Lambda::Function resource. It also synthesized a couple of CloudFormation parameters that are used by the toolkit to propagate the location of the handler code.

Deploy

Let's deploy:

cdk deploy

You'll notice that cdk deploy not only deployed your CloudFormation stack, but also archived and uploaded the lambda directory from your disk to the bootstrap bucket.

Testing our function

Let's go to the AWS Lambda Console and test our function.

1. Open the AWS Lambda Console (make sure you are in the correct region).

   You should see our function:

   

2. Click on the function name to go to the console.

3. Click on the Test button to open the Configure test event dialog:

   

4. Select Amazon API Gateway AWS Proxy from the Event template list.

5. Enter test under Event name.

   

6. Hit Create.

7. Click Test again and wait for the execution to complete.

8. Expand Details in the Execution result pane and you should see our expected output:

   

👏