Using AWS SAM - Upstash Documentation

You can find the project source code on GitHub.

This tutorial implements a serverless application and deploy it to AWS Lambda using AWS SAM.

Prerequisites

Project Setup

Create a SAM application with the following options:

➜  tutorials > ✗ sam initWhich template source would you like to use?	1 - AWS Quick Start Templates	2 - Custom Template LocationChoice: 1Choose an AWS Quick Start application template	1 - Hello World Example	2 - Data processing	3 - Hello World Example with Powertools for AWS Lambda	4 - Multi-step workflow	5 - Scheduled task	6 - Standalone function	7 - Serverless API	8 - Infrastructure event management	9 - Lambda Response Streaming	10 - Serverless Connector Hello World Example	11 - Multi-step workflow with Connectors	12 - GraphQLApi Hello World Example	13 - Full Stack	14 - Lambda EFS example	15 - DynamoDB Example	16 - Machine LearningTemplate: 1Use the most popular runtime and package type? (Python and zip) [y/N]: yWould you like to enable X-Ray tracing on the function(s) in your application?  [y/N]: NWould 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]: NWould you like to set Structured Logging in JSON format on your Lambda functions?  [y/N]: N

cd sam-app

Counter Function Setup

Update /hello_world/requirements.txt to include upstash-redis:

/hello_world/requirements.txt

requestsupstash-redis

Update /hello_world/app.py:

/hello_world/app.py

from upstash_redis import Redisredis = Redis.from_env()def lambda_handler(event, context):    count = redis.incr('counter')    return {        'statusCode': 200,        'body': f'Counter: {count}'    }

Update /template.yaml to pass Upstash Redis environment variables:

/template.yaml

AWSTemplateFormatVersion: '2010-09-09'Transform: AWS::Serverless-2016-10-31Description: >  sam-app  Sample SAM Template for sam-appGlobals:  Function:    Timeout: 3    MemorySize: 128Parameters:  UpstashRedisRestURL:    Type: String  UpstashRedisRestToken:    Type: StringResources:  HelloWorldFunction:    Type: AWS::Serverless::Function    Properties:      CodeUri: hello_world/      Handler: app.lambda_handler      Runtime: python3.9      Architectures:        - x86_64      Events:        HelloWorld:          Type: Api          Properties:            Path: /hello            Method: get      Environment:        Variables:          UPSTASH_REDIS_REST_URL: !Ref UpstashRedisRestURL          UPSTASH_REDIS_REST_TOKEN: !Ref UpstashRedisRestTokenOutputs:  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

Database Setup

Create a Redis database using Upstash Console or Upstash CLI. Copy UPSTASH_REDIS_REST_URL and UPSTASH_REDIS_REST_TOKEN for the next steps.

Build

sam build

Deploy

Enter your database related environment variables when prompted.

sam deploy --guided

Visit the HelloWorld API Gateway URL to see the response.