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Introduction
AWS Serverless Application Model (AWS SAM) is an open-source framework that simplifies the development, deployment, and management of serverless applications on AWS. By providing a more condensed method of defining resources such as AWS Lambda, Amazon API Gateway, Amazon DynamoDB, and more, it expands on AWS CloudFormation.
Because serverless computing removes the requirement for infrastructure management, it has completely changed the development of cloud applications. Using AWS SAM, developers may more easily create serverless apps with excellent scalability and little configuration.
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Why Use AWS SAM?
AWS SAM provides several benefits for developers building serverless applications:
- Simplified Infrastructure as Code (IaC): AWS SAM reduces the complexity of defining AWS resources using YAML templates.
- Local Testing and Debugging: Developers can test AWS Lambda functions locally before deploying them.
- Built-in Best Practices: AWS SAM incorporates security, scalability, and logging best practices by default.
- Seamless AWS Integration: Since AWS SAM is an extension of AWS CloudFormation, it integrates smoothly with other AWS services.
- Efficient Deployment: AWS SAM streamlines deployment with a single command (sam deploy).
AWS SAM Components
AWS SAM consists of the following key components:
- AWS SAM Template
AWS SAM uses YAML-based templates to define serverless applications. A basic template structure includes:
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AWSTemplateFormatVersion: '2010-09-09' Transform: AWS::Serverless-2016-10-31 Resources: MyLambdaFunction: Type: AWS::Serverless::Function Properties: Handler: app.lambda_handler Runtime: python3.8 CodeUri: ./src/ Events: Api: Type: Api Properties: Path: /hello Method: get |
- AWS SAM CLI
The AWS SAM CLI is a command-line tool that facilitates:
- Building applications (sam build)
- Local testing (sam local invoke and sam local start-api)
- Deployment (sam deploy)
- Debugging and logs inspection (sam logs)
- AWS SAM Build
sam build compiles application code and dependencies, ensuring it’s ready for deployment.
- AWS SAM Deploy
sam deploy automates the deployment process by packaging and uploading the application to AWS.
- AWS SAM Local Testing
AWS SAM enables local testing using Docker to simulate AWS Lambda execution environments.
Getting Started with AWS SAM
- Install AWS SAM CLI
Install AWS SAM CLI based on your operating system by following the official documentation: AWS SAM Installation Guide
- Initialize a New Project
Run the following command to create a new AWS SAM application:
sam init
Choose a runtime, template, and project structure as prompted.
- Build the Application
Navigate into your project directory and build your function:
sam build
- Test Locally
To invoke a function locally:
sam local invoke MyLambdaFunction
To start a local API for testing:
sam local start-api
- Deploy to AWS
Deploy your application using:
sam deploy –guided
This command will prompt for deployment parameters like stack name, AWS region, and other configurations.
AWS SAM Advanced Features
- AWS SAM Pipelines
AWS SAM Pipelines simplify CI/CD workflows for serverless applications by integrating with tools like GitHub Actions, AWS CodePipeline, and Jenkins.
- AWS SAM Hooks
AWS SAM hooks allow developers to define pre- and post-deployment scripts for customization.
- Layer Support
AWS SAM allows defining AWS Lambda layers to reuse code across multiple functions.
- State Machine Integration
AWS SAM can define AWS Step Functions workflows using AWS::Serverless::StateMachine.
Best Practices for AWS SAM
- Use parameterized templates to make deployments flexible.
- Implement fine-grained AWS IAM permissions to secure AWS Lambda functions.
- Enable tracing and logging using AWS X-Ray and CloudWatch.
- Utilize AWS SAM Local to debug before deploying to AWS.
- Leverage CI/CD pipelines for automated deployments.
Conclusion
With built-in best practices, easy local testing, and a streamlined deployment process, AWS SAM is a powerful tool for developers aiming to build scalable and maintainable serverless applications on AWS.
Developers can efficiently manage serverless applications with minimal operational overhead by following best practices, leveraging AWS SAM’s powerful features, and integrating with CI/CD pipelines.
Drop a query if you have any questions regarding AWS SAM and we will get back to you quickly.
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About CloudThat
CloudThat is a leading provider of Cloud Training and Consulting services with a global presence in India, the USA, Asia, Europe, and Africa. Specializing in AWS, Microsoft Azure, GCP, VMware, Databricks, and more, the company serves mid-market and enterprise clients, offering comprehensive expertise in Cloud Migration, Data Platforms, DevOps, IoT, AI/ML, and more.
CloudThat is the first Indian Company to win the prestigious Microsoft Partner 2024 Award and is recognized as a top-tier partner with AWS and Microsoft, including the prestigious ‘Think Big’ partner award from AWS and the Microsoft Superstars FY 2023 award in Asia & India. Having trained 650k+ professionals in 500+ cloud certifications and completed 300+ consulting projects globally, CloudThat is an official AWS Advanced Consulting Partner, Microsoft Gold Partner, AWS Training Partner, AWS Migration Partner, AWS Data and Analytics Partner, AWS DevOps Competency Partner, AWS GenAI Competency Partner, Amazon QuickSight Service Delivery Partner, Amazon EKS Service Delivery Partner, AWS Microsoft Workload Partners, Amazon EC2 Service Delivery Partner, Amazon ECS Service Delivery Partner, AWS Glue Service Delivery Partner, Amazon Redshift Service Delivery Partner, AWS Control Tower Service Delivery Partner, AWS WAF Service Delivery Partner, Amazon CloudFront, Amazon OpenSearch, AWS DMS, AWS Systems Manager, Amazon RDS, and many more.
FAQs
1. What is the difference between AWS SAM and AWS CloudFormation?
ANS: – AWS SAM is an abstraction of AWS CloudFormation, specifically designed for serverless applications. It simplifies resource definitions and includes CLI tools for local testing and debugging.
2. Can I use AWS SAM for non-serverless applications?
ANS: – No, AWS SAM is designed primarily for serverless applications. For traditional applications, AWS CloudFormation is a better choice.

WRITTEN BY Sanket Gaikwad
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