Using CloudWatch Application Insights to monitor your AWS SAM serverless applications
Amazon CloudWatch Application Insights helps you monitor the AWS resources in your applications to help identify potential issues. It can analyze AWS resource data for signs of problems and build automated dashboards to visualize them. You can configure CloudWatch Application Insights to use with your AWS Serverless Application Model (AWS SAM) applications. To learn more about CloudWatch Application Insights, see Amazon CloudWatch Application Insights in the Amazon CloudWatch User Guide.
Configuring CloudWatch Application Insights with AWS SAM
Configure CloudWatch Application Insights for your AWS SAM applications through the AWS SAM Command Line Interface (AWS SAM CLI) or through your AWS SAM templates.
Configure through the AWS SAM CLI
When initializing your application with sam init, activate CloudWatch Application Insights through the interactive flow or by using the --application-insights option.
To activate CloudWatch Application Insights through the AWS SAM CLI interactive flow, enter y
when prompted.
Would you like to enable monitoring using CloudWatch Application Insights? For more info, please view https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/cloudwatch-application-insights.html [y/N]:
To activate CloudWatch Application Insights with the --application-insights option, do the following.
sam init --application-insights
To learn more about using the sam init command, see sam init.
Configure through AWS SAM templates
Activate CloudWatch Application Insights by defining the AWS::ResourceGroups::Group
and
AWS::ApplicationInsights::Application
resources in your AWS SAM templates.
AWSTemplateFormatVersion: '2010-09-09' Transform: AWS::Serverless-2016-10-31 ... Resources: ApplicationResourceGroup: Type: AWS::ResourceGroups::Group Properties: Name: Fn::Join: - '' - - ApplicationInsights-SAM- - Ref: AWS::StackName ResourceQuery: Type: CLOUDFORMATION_STACK_1_0 ApplicationInsightsMonitoring: Type: AWS::ApplicationInsights::Application Properties: ResourceGroupName: Fn::Join: - '' - - ApplicationInsights-SAM- - Ref: AWS::StackName AutoConfigurationEnabled: 'true' DependsOn: ApplicationResourceGroup
-
AWS::ResourceGroups::Group
– Creates a group to organize your AWS resources in order to manage and automate tasks on a large number of resources at one time. Here, you create a resource group to use with CloudWatch Application Insights. For more information on this resource type, seeAWS::ResourceGroups::Group
in the AWS CloudFormation User Guide. -
AWS::ApplicationInsights::Application
– Configures CloudWatch Application Insights for the resource group. For more information on this resource type, seeAWS::ApplicationInsights::Application
in the AWS CloudFormation User Guide.
Both resources are automatically passed through to AWS CloudFormation at application deployment. You can use the AWS CloudFormation syntax in your AWS SAM template to configure CloudWatch Application Insights further. For more information, see Use AWS CloudFormation templates in the Amazon CloudWatch User Guide.
When using the sam init --application-insights command, both of these resources are automatically generated in your AWS SAM template. Here is an example of a generated template.
AWSTemplateFormatVersion: '2010-09-09' Transform: AWS::Serverless-2016-10-31 Description: > sam-app-test Sample SAM Template for sam-app-test # More info about Globals: https://github.com/awslabs/serverless-application-model/blob/master/docs/globals.rst Globals: Function: Timeout: 3 MemorySize: 128 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: hello_world/ Handler: app.lambda_handler Runtime: python3.9 Architectures: - x86_64 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 ApplicationResourceGroup: Type: AWS::ResourceGroups::Group Properties: Name: Fn::Join: - '' - - ApplicationInsights-SAM- - Ref: AWS::StackName ResourceQuery: Type: CLOUDFORMATION_STACK_1_0 ApplicationInsightsMonitoring: Type: AWS::ApplicationInsights::Application Properties: ResourceGroupName: Fn::Join: - '' - - ApplicationInsights-SAM- - Ref: AWS::StackName AutoConfigurationEnabled: 'true' DependsOn: ApplicationResourceGroup 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
Next steps
After configuring CloudWatch Application Insights, use sam build to build your application and sam deploy to deploy your application. All CloudWatch Application Insights supported resources will be configured for monitoring.
-
For a list of supported resources, see Supported logs and metrics in the Amazon CloudWatch User Guide.
-
To learn how to access CloudWatch Application Insights, see Access CloudWatch Application Insights in the Amazon CloudWatch User Guide.