I. What is AWS SAM?
- Definition: Open-source framework to streamline building and deploying serverless applications on AWS.
- Simplifies resource creation/management, reducing complexity of traditional architectures.
- Components:
- SAM Templates:
- Configuration files (YAML or JSON) specifying serverless resources (Lambda, API Gateway, DynamoDB).
- Extension of AWS CloudFormation templates with simplified syntax for serverless.
- Seamlessly transforms into CloudFormation syntax during deployment.
- Supports all CloudFormation template items (Outputs, Mappings, Parameters).
- Identified by
Transform: 'AWS::Serverless-2016-10-31'
header.
- SAM CLI:
- Vital tool for local development, testing, and debugging of serverless apps.
- Provides Lambda-like execution environment for local testing.
- Used for building, testing, and deploying applications to AWS.
- Offers shorthand syntax for functions, APIs, databases, event source mappings.
II. Key Benefits of AWS SAM
- Integration with Development Tools:
- Seamlessly works with IDEs (PyCharm, IntelliJ, VS Code).
- Integrates with AWS serverless tools (Serverless Application Repository, Cloud9 IDE).
- Leverages AWS CodeBuild, CodeDeploy, CodePipeline for CI/CD pipelines.
- Local Testing and Debugging:
- SAM CLI accelerates development cycle by providing immediate feedback.
- Allows local build, test, and debug of applications defined by SAM templates.
- Built on AWS CloudFormation:
- Extension of CloudFormation, allowing use of its powerful features.
- Built-in Best Practices:
- Incorporates application lifecycle management (safe deployments, rollback capabilities).
- Enables infrastructure as code for code reviews.
- Facilitates gradual deployments via AWS CodeDeploy and tracing using AWS X-Ray with minimal configuration.
III. Disadvantages of AWS SAM
- API Gateway Configuration: Can be restrictive compared to manual or Serverless Framework configurations.
- Community of Plugin Creators: Fewer plugins available compared to Serverless Framework due to narrower focus and relative newness.
IV. Building a Serverless Application with AWS SAM
- Installation: SAM CLI installed via package managers (Homebrew, pip).
- Sample Apps: AWS provides numerous samples on GitHub.
- Building: Use
sam build
command after creating template and code.
- Deployment Details:
- SAM template is YAML, declares all AWS resources for serverless app.
Transform: 'AWS::Serverless-2016-10-31'
header indicates SAM template.
- Resource Types (Examples):
AWS::Serverless::Function
(AWS Lambda)
AWS::Serverless::Api
(API Gateway REST API)
AWS::Serverless::SimpleTable
(DynamoDB)
AWS::Serverless::Application
(Serverless Application Repository)
AWS::Serverless::HttpApi
(API Gateway HTTP API)
AWS::Serverless::LayerVersion
(Lambda layers)
- Deployment Commands (Two-step process):
sam package
then sam deploy
- OR
aws cloudformation package
then aws cloudformation deploy
- SAM Policy Templates: List of templates to apply permissions to Lambda functions (e.g., S3ReadPolicy, SQSPollerPolicy, DynamoDBCrudPolicy).
- Testing:
- Locally: Use
sam local
command.
- In AWS: Invoke Lambda function manually or create test events in Lambda console.
V. Serverless Application Repository
- Centralized Hub: Managed repository for serverless applications.
- Fosters collaboration, allows storing/sharing reusable apps.
- Eliminates conventional deployment steps (cloning, building, packaging, publishing).
- Users can incorporate pre-built apps into serverless architectures.
- Streamlines development, mitigates duplication, promotes best practices, accelerates time-to-market.
- Security: Integrates with AWS IAM for granular resource-level control.
- Flexible sharing: Publicly or privately with specific AWS accounts.
VI. AWS SAM vs. Serverless Framework
- Both simplify defining and deploying serverless applications.
- Serverless Framework: Provider-agnostic (multi-cloud).
- AWS SAM: AWS-specific service with deep integration and support for AWS services.
- Choice depends on project needs and context.
Important Exam Tips for AWS Developer Associate
- CloudFormation Integration: Understand that SAM is an extension of CloudFormation. Any CloudFormation resource can be used in a SAM template.
- Local Development: Emphasize the SAM CLI's ability to build, test, and debug locally, which is crucial for developer productivity.
- Deployment Flow: Remember the two-step package and deploy process (or their CloudFormation equivalents).
Transform
Header: Key identifier for a SAM template.
- Resource Types: Be familiar with common AWS::Serverless:: resource types and what AWS service they map to (e.g., Function -> Lambda, Api -> API Gateway).
- Policy Templates: Know that SAM provides built-in policy templates to easily grant permissions to Lambda functions.
- X-Ray and CodeDeploy Integration: SAM simplifies enabling these for tracing and safe deployments.
- Serverless Application Repository: Understand its purpose as a hub for reusable serverless applications and its benefits (collaboration, accelerated development).
- SAM vs. Serverless Framework: Key differentiator is AWS-specific (SAM) vs. provider-agnostic (Serverless Framework).