Canary deployments are considerably more successful if the code is being monitored during the deployment. You can configure CodeDeploy to automatically roll back the deployment if a specified CloudWatch metric has breached the alarm threshold. Common metrics to monitor are Lambda Invocation errors or Invocation Duration (latency), for example.
Add the following alarm definition to the template.yaml
file in the Resources
section after the HelloWorldFunction
definition.
CanaryErrorsAlarm:
Type: AWS::CloudWatch::Alarm
Properties:
AlarmDescription: Lambda function canary errors
ComparisonOperator: GreaterThanThreshold
EvaluationPeriods: 2
MetricName: Errors
Namespace: AWS/Lambda
Period: 60
Statistic: Sum
Threshold: 0
Dimensions:
- Name: Resource
Value: !Sub "${HelloWorldFunction}:live"
- Name: FunctionName
Value: !Ref HelloWorldFunction
- Name: ExecutedVersion
Value: !GetAtt HelloWorldFunction.Version.Version
And then add the following lines to the DeploymentPreference
section of the HelloWorldFunction
definition.
Alarms:
- !Ref CanaryErrorsAlarm
Your template.yaml
should look like this:
AWSTemplateFormatVersion: '2010-09-09'
Transform: AWS::Serverless-2016-10-31
Description: >
Sample SAM Template for sam-app
# More info about Globals: https://github.com/awslabs/serverless-application-model/blob/master/docs/globals.rst
Globals:
Function:
Timeout: 10
Resources:
HelloWorldFunction:
Type: AWS::Serverless::Function # More info about Function Resource: https://github.com/awslabs/serverless-application-model/blob/master/versions/2016-10-31.md#awsserverlessfunction
Properties:
CodeUri: ./src/HelloWorld/
Handler: HelloWorld::HelloWorld.Function::FunctionHandler
Runtime: dotnetcore3.1
AutoPublishAlias: live
DeploymentPreference:
Type: Canary10Percent5Minutes
Alarms:
- !Ref CanaryErrorsAlarm
MemorySize: 256
Environment: # More info about Env Vars: https://github.com/awslabs/serverless-application-model/blob/master/versions/2016-10-31.md#environment-object
Variables:
PARAM1: VALUE
Events:
HelloWorld:
Type: Api # More info about API Event Source: https://github.com/awslabs/serverless-application-model/blob/master/versions/2016-10-31.md#api
Properties:
Path: /hello
Method: get
CanaryErrorsAlarm:
Type: AWS::CloudWatch::Alarm
Properties:
AlarmDescription: Lambda function canary errors
ComparisonOperator: GreaterThanThreshold
EvaluationPeriods: 2
MetricName: Errors
Namespace: AWS/Lambda
Period: 60
Statistic: Sum
Threshold: 0
Dimensions:
- Name: Resource
Value: !Sub "${HelloWorldFunction}:live"
- Name: FunctionName
Value: !Ref HelloWorldFunction
- Name: ExecutedVersion
Value: !GetAtt HelloWorldFunction.Version.Version
Outputs:
# ServerlessRestApi is an implicit API created out of Events key under Serverless::Function
# Find out more about other implicit resources you can reference within SAM
# https://github.com/awslabs/serverless-application-model/blob/master/docs/internals/generated_resources.rst#api
HelloWorldApi:
Description: "API Gateway endpoint URL for Prod stage for Hello World function"
Value: !Sub "https://${ServerlessRestApi}.execute-api.${AWS::Region}.amazonaws.com/Prod/hello/"
HelloWorldFunction:
Description: "Hello World Lambda Function ARN"
Value: !GetAtt HelloWorldFunction.Arn
HelloWorldFunctionIamRole:
Description: "Implicit IAM Role created for Hello World function"
Value: !GetAtt HelloWorldFunctionRole.Arn
Run the following command on your terminal:
cd ~/environment/sam-app
sam validate
If the template is correct, you will see template.yaml is a valid SAM Template
. If you see an error, then you likely have an indentation issue on the YAML file. Double check and make sure it matches the screenshot shown above.
In the terminal, run the following commands from the root directory of your sam-app
project.
git add .
git commit -m "Added CloudWatch alarm to monitor the canary"
git push