From 18660fcdd1cdaee43550dfa47df554b7e297702a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?S=C3=A9bastien=20Stormacq?= Date: Sat, 21 Dec 2024 10:39:13 +0100 Subject: [PATCH] [examples] Add CDK deployment example (#431) added an example showing how to deploy with the CDK This code is the basis for the upcoming CDK section in the deployment guide --- .licenseignore | 2 + Examples/CDK/Package.swift | 62 + Examples/CDK/README.md | 121 ++ Examples/CDK/Sources/main.swift | 40 + Examples/CDK/infra/.gitignore | 9 + Examples/CDK/infra/.npmignore | 6 + Examples/CDK/infra/README.md | 14 + Examples/CDK/infra/bin/deploy.ts | 19 + Examples/CDK/infra/cdk.json | 81 ++ .../CDK/infra/lib/lambda-api-project-stack.ts | 54 + Examples/CDK/infra/package-lock.json | 1176 +++++++++++++++++ Examples/CDK/infra/package.json | 23 + Examples/CDK/infra/tsconfig.json | 31 + Examples/README.md | 6 +- 14 files changed, 1643 insertions(+), 1 deletion(-) create mode 100644 Examples/CDK/Package.swift create mode 100644 Examples/CDK/README.md create mode 100644 Examples/CDK/Sources/main.swift create mode 100644 Examples/CDK/infra/.gitignore create mode 100644 Examples/CDK/infra/.npmignore create mode 100644 Examples/CDK/infra/README.md create mode 100644 Examples/CDK/infra/bin/deploy.ts create mode 100644 Examples/CDK/infra/cdk.json create mode 100644 Examples/CDK/infra/lib/lambda-api-project-stack.ts create mode 100644 Examples/CDK/infra/package-lock.json create mode 100644 Examples/CDK/infra/package.json create mode 100644 Examples/CDK/infra/tsconfig.json diff --git a/.licenseignore b/.licenseignore index 796c53d5..db42f1da 100644 --- a/.licenseignore +++ b/.licenseignore @@ -32,3 +32,5 @@ Package.resolved .swiftformat *.yaml *.yml +**/.npmignore +**/*.json \ No newline at end of file diff --git a/Examples/CDK/Package.swift b/Examples/CDK/Package.swift new file mode 100644 index 00000000..ebaac99a --- /dev/null +++ b/Examples/CDK/Package.swift @@ -0,0 +1,62 @@ +// swift-tools-version:6.0 + +import PackageDescription + +// needed for CI to test the local version of the library +import struct Foundation.URL + +#if os(macOS) +let platforms: [PackageDescription.SupportedPlatform]? = [.macOS(.v15)] +#else +let platforms: [PackageDescription.SupportedPlatform]? = nil +#endif + +let package = Package( + name: "swift-aws-lambda-runtime-example", + platforms: platforms, + products: [ + .executable(name: "APIGatewayLambda", targets: ["APIGatewayLambda"]) + ], + dependencies: [ + // during CI, the dependency on local version of swift-aws-lambda-runtime is added dynamically below + .package(url: "https://github.com/swift-server/swift-aws-lambda-runtime.git", branch: "main"), + .package(url: "https://github.com/swift-server/swift-aws-lambda-events.git", branch: "main"), + ], + targets: [ + .executableTarget( + name: "APIGatewayLambda", + dependencies: [ + .product(name: "AWSLambdaRuntime", package: "swift-aws-lambda-runtime"), + .product(name: "AWSLambdaEvents", package: "swift-aws-lambda-events"), + ], + path: "." + ) + ] +) + +if let localDepsPath = Context.environment["LAMBDA_USE_LOCAL_DEPS"], + localDepsPath != "", + let v = try? URL(fileURLWithPath: localDepsPath).resourceValues(forKeys: [.isDirectoryKey]), + v.isDirectory == true +{ + // when we use the local runtime as deps, let's remove the dependency added above + let indexToRemove = package.dependencies.firstIndex { dependency in + if case .sourceControl( + name: _, + location: "https://github.com/swift-server/swift-aws-lambda-runtime.git", + requirement: _ + ) = dependency.kind { + return true + } + return false + } + if let indexToRemove { + package.dependencies.remove(at: indexToRemove) + } + + // then we add the dependency on LAMBDA_USE_LOCAL_DEPS' path (typically ../..) + print("[INFO] Compiling against swift-aws-lambda-runtime located at \(localDepsPath)") + package.dependencies += [ + .package(name: "swift-aws-lambda-runtime", path: localDepsPath) + ] +} diff --git a/Examples/CDK/README.md b/Examples/CDK/README.md new file mode 100644 index 00000000..69b772ec --- /dev/null +++ b/Examples/CDK/README.md @@ -0,0 +1,121 @@ +# API Gateway and Cloud Development Kit + +This is a simple example of an AWS Lambda function invoked through an Amazon API Gateway and deployed with the Cloud Development Kit (CDK). + +## Code + +The Lambda function takes all HTTP headers it receives as input and returns them as output. See the [API Gateway example](Examples/APIGateway/README.md) for a complete description of the code. + +## Build & Package + +To build the package, type the following commands. + +```bash +swift build +swift package archive --allow-network-connections docker +``` + +If there is no error, there is a ZIP file ready to deploy. +The ZIP file is located at `.build/plugins/AWSLambdaPackager/outputs/AWSLambdaPackager/APIGatewayLambda/APIGatewayLambda.zip` + +## Deploy + +>[NOTE] +>Before deploying the infrastructure, you need to have NodeJS and the AWS CDK installed and configured. +>For more information, see the [AWS CDK documentation](https://docs.aws.amazon.com/cdk/v2/guide/getting_started.html). + +To deploy the infrastructure, type the following commands. + +```sh +# Change to the infra directory +cd infra + +# Install the dependencies (only before the first deployment) +npm install + +cdk deploy + +✨ Synthesis time: 2.88s +... redacted for brevity ... +Do you wish to deploy these changes (y/n)? y +... redacted for brevity ... + ✅ LambdaApiStack + +✨ Deployment time: 42.96s + +Outputs: +LambdaApiStack.ApiUrl = https://tyqnjcawh0.execute-api.eu-central-1.amazonaws.com/ +Stack ARN: +arn:aws:cloudformation:eu-central-1:401955065246:stack/LambdaApiStack/e0054390-be05-11ef-9504-065628de4b89 + +✨ Total time: 45.84s +``` + +## Invoke your Lambda function + +To invoke the Lambda function, use this `curl` command line. + +```bash +curl https://tyqnjcawh0.execute-api.eu-central-1.amazonaws.com +``` + +Be sure to replace the URL with the API Gateway endpoint returned in the previous step. + +This should print a JSON similar to + +```bash +{"version":"2.0","rawPath":"\/","isBase64Encoded":false,"rawQueryString":"","headers":{"user-agent":"curl\/8.7.1","accept":"*\/*","host":"a5q74es3k2.execute-api.us-east-1.amazonaws.com","content-length":"0","x-amzn-trace-id":"Root=1-66fb0388-691f744d4bd3c99c7436a78d","x-forwarded-port":"443","x-forwarded-for":"81.0.0.43","x-forwarded-proto":"https"},"requestContext":{"requestId":"e719cgNpoAMEcwA=","http":{"sourceIp":"81.0.0.43","path":"\/","protocol":"HTTP\/1.1","userAgent":"curl\/8.7.1","method":"GET"},"stage":"$default","apiId":"a5q74es3k2","time":"30\/Sep\/2024:20:01:12 +0000","timeEpoch":1727726472922,"domainPrefix":"a5q74es3k2","domainName":"a5q74es3k2.execute-api.us-east-1.amazonaws.com","accountId":"012345678901"} +``` + +If you have `jq` installed, you can use it to pretty print the output. + +```bash +curl -s https://tyqnjcawh0.execute-api.eu-central-1.amazonaws.com | jq +{ + "version": "2.0", + "rawPath": "/", + "requestContext": { + "domainPrefix": "a5q74es3k2", + "stage": "$default", + "timeEpoch": 1727726558220, + "http": { + "protocol": "HTTP/1.1", + "method": "GET", + "userAgent": "curl/8.7.1", + "path": "/", + "sourceIp": "81.0.0.43" + }, + "apiId": "a5q74es3k2", + "accountId": "012345678901", + "requestId": "e72KxgsRoAMEMSA=", + "domainName": "a5q74es3k2.execute-api.us-east-1.amazonaws.com", + "time": "30/Sep/2024:20:02:38 +0000" + }, + "rawQueryString": "", + "routeKey": "$default", + "headers": { + "x-forwarded-for": "81.0.0.43", + "user-agent": "curl/8.7.1", + "host": "a5q74es3k2.execute-api.us-east-1.amazonaws.com", + "accept": "*/*", + "x-amzn-trace-id": "Root=1-66fb03de-07533930192eaf5f540db0cb", + "content-length": "0", + "x-forwarded-proto": "https", + "x-forwarded-port": "443" + }, + "isBase64Encoded": false +} +``` + +## Undeploy + +When done testing, you can delete the infrastructure with this command. + +```bash +cdk destroy + +Are you sure you want to delete: LambdaApiStack (y/n)? y +LambdaApiStack: destroying... [1/1] +... redacted for brevity ... + ✅ LambdaApiStack: destroyed +``` \ No newline at end of file diff --git a/Examples/CDK/Sources/main.swift b/Examples/CDK/Sources/main.swift new file mode 100644 index 00000000..2d5707d6 --- /dev/null +++ b/Examples/CDK/Sources/main.swift @@ -0,0 +1,40 @@ +//===----------------------------------------------------------------------===// +// +// This source file is part of the SwiftAWSLambdaRuntime open source project +// +// Copyright (c) 2024 Apple Inc. and the SwiftAWSLambdaRuntime project authors +// Licensed under Apache License v2.0 +// +// See LICENSE.txt for license information +// See CONTRIBUTORS.txt for the list of SwiftAWSLambdaRuntime project authors +// +// SPDX-License-Identifier: Apache-2.0 +// +//===----------------------------------------------------------------------===// + +import AWSLambdaEvents +import AWSLambdaRuntime + +#if canImport(FoundationEssentials) +import FoundationEssentials +#else +import Foundation +#endif + +let encoder = JSONEncoder() +let runtime = LambdaRuntime { + (event: APIGatewayV2Request, context: LambdaContext) -> APIGatewayV2Response in + + var header = HTTPHeaders() + context.logger.debug("HTTP API Message received") + + header["content-type"] = "application/json" + + // echo the request in the response + let data = try encoder.encode(event) + let response = String(decoding: data, as: Unicode.UTF8.self) + + return APIGatewayV2Response(statusCode: .ok, headers: header, body: response) +} + +try await runtime.run() diff --git a/Examples/CDK/infra/.gitignore b/Examples/CDK/infra/.gitignore new file mode 100644 index 00000000..a08f1af9 --- /dev/null +++ b/Examples/CDK/infra/.gitignore @@ -0,0 +1,9 @@ +*.js +!jest.config.js +*.d.ts +node_modules + +# CDK asset staging directory +.cdk.staging +cdk.out + diff --git a/Examples/CDK/infra/.npmignore b/Examples/CDK/infra/.npmignore new file mode 100644 index 00000000..c1d6d45d --- /dev/null +++ b/Examples/CDK/infra/.npmignore @@ -0,0 +1,6 @@ +*.ts +!*.d.ts + +# CDK asset staging directory +.cdk.staging +cdk.out diff --git a/Examples/CDK/infra/README.md b/Examples/CDK/infra/README.md new file mode 100644 index 00000000..9315fe5b --- /dev/null +++ b/Examples/CDK/infra/README.md @@ -0,0 +1,14 @@ +# Welcome to your CDK TypeScript project + +This is a blank project for CDK development with TypeScript. + +The `cdk.json` file tells the CDK Toolkit how to execute your app. + +## Useful commands + +* `npm run build` compile typescript to js +* `npm run watch` watch for changes and compile +* `npm run test` perform the jest unit tests +* `npx cdk deploy` deploy this stack to your default AWS account/region +* `npx cdk diff` compare deployed stack with current state +* `npx cdk synth` emits the synthesized CloudFormation template diff --git a/Examples/CDK/infra/bin/deploy.ts b/Examples/CDK/infra/bin/deploy.ts new file mode 100644 index 00000000..a83096da --- /dev/null +++ b/Examples/CDK/infra/bin/deploy.ts @@ -0,0 +1,19 @@ +//===----------------------------------------------------------------------===// +// +// This source file is part of the SwiftAWSLambdaRuntime open source project +// +// Copyright (c) 2024 Apple Inc. and the SwiftAWSLambdaRuntime project authors +// Licensed under Apache License v2.0 +// +// See LICENSE.txt for license information +// See CONTRIBUTORS.txt for the list of SwiftAWSLambdaRuntime project authors +// +// SPDX-License-Identifier: Apache-2.0 +// +//===----------------------------------------------------------------------===// + +import * as cdk from 'aws-cdk-lib'; +import { LambdaApiStack } from '../lib/lambda-api-project-stack'; + +const app = new cdk.App(); +new LambdaApiStack(app, 'LambdaApiStack'); diff --git a/Examples/CDK/infra/cdk.json b/Examples/CDK/infra/cdk.json new file mode 100644 index 00000000..06b03d2f --- /dev/null +++ b/Examples/CDK/infra/cdk.json @@ -0,0 +1,81 @@ +{ + "app": "npx ts-node --prefer-ts-exts bin/deploy.ts", + "watch": { + "include": [ + "**" + ], + "exclude": [ + "README.md", + "cdk*.json", + "**/*.d.ts", + "**/*.js", + "tsconfig.json", + "package*.json", + "yarn.lock", + "node_modules", + "test" + ] + }, + "context": { + "@aws-cdk/aws-lambda:recognizeLayerVersion": true, + "@aws-cdk/core:checkSecretUsage": true, + "@aws-cdk/core:target-partitions": [ + "aws", + "aws-cn" + ], + "@aws-cdk-containers/ecs-service-extensions:enableDefaultLogDriver": true, + "@aws-cdk/aws-ec2:uniqueImdsv2TemplateName": true, + "@aws-cdk/aws-ecs:arnFormatIncludesClusterName": true, + "@aws-cdk/aws-iam:minimizePolicies": true, + "@aws-cdk/core:validateSnapshotRemovalPolicy": true, + "@aws-cdk/aws-codepipeline:crossAccountKeyAliasStackSafeResourceName": true, + "@aws-cdk/aws-s3:createDefaultLoggingPolicy": true, + "@aws-cdk/aws-sns-subscriptions:restrictSqsDescryption": true, + "@aws-cdk/aws-apigateway:disableCloudWatchRole": true, + "@aws-cdk/core:enablePartitionLiterals": true, + "@aws-cdk/aws-events:eventsTargetQueueSameAccount": true, + "@aws-cdk/aws-ecs:disableExplicitDeploymentControllerForCircuitBreaker": true, + "@aws-cdk/aws-iam:importedRoleStackSafeDefaultPolicyName": true, + "@aws-cdk/aws-s3:serverAccessLogsUseBucketPolicy": true, + "@aws-cdk/aws-route53-patters:useCertificate": true, + "@aws-cdk/customresources:installLatestAwsSdkDefault": false, + "@aws-cdk/aws-rds:databaseProxyUniqueResourceName": true, + "@aws-cdk/aws-codedeploy:removeAlarmsFromDeploymentGroup": true, + "@aws-cdk/aws-apigateway:authorizerChangeDeploymentLogicalId": true, + "@aws-cdk/aws-ec2:launchTemplateDefaultUserData": true, + "@aws-cdk/aws-secretsmanager:useAttachedSecretResourcePolicyForSecretTargetAttachments": true, + "@aws-cdk/aws-redshift:columnId": true, + "@aws-cdk/aws-stepfunctions-tasks:enableEmrServicePolicyV2": true, + "@aws-cdk/aws-ec2:restrictDefaultSecurityGroup": true, + "@aws-cdk/aws-apigateway:requestValidatorUniqueId": true, + "@aws-cdk/aws-kms:aliasNameRef": true, + "@aws-cdk/aws-autoscaling:generateLaunchTemplateInsteadOfLaunchConfig": true, + "@aws-cdk/core:includePrefixInUniqueNameGeneration": true, + "@aws-cdk/aws-efs:denyAnonymousAccess": true, + "@aws-cdk/aws-opensearchservice:enableOpensearchMultiAzWithStandby": true, + "@aws-cdk/aws-lambda-nodejs:useLatestRuntimeVersion": true, + "@aws-cdk/aws-efs:mountTargetOrderInsensitiveLogicalId": true, + "@aws-cdk/aws-rds:auroraClusterChangeScopeOfInstanceParameterGroupWithEachParameters": true, + "@aws-cdk/aws-appsync:useArnForSourceApiAssociationIdentifier": true, + "@aws-cdk/aws-rds:preventRenderingDeprecatedCredentials": true, + "@aws-cdk/aws-codepipeline-actions:useNewDefaultBranchForCodeCommitSource": true, + "@aws-cdk/aws-cloudwatch-actions:changeLambdaPermissionLogicalIdForLambdaAction": true, + "@aws-cdk/aws-codepipeline:crossAccountKeysDefaultValueToFalse": true, + "@aws-cdk/aws-codepipeline:defaultPipelineTypeToV2": true, + "@aws-cdk/aws-kms:reduceCrossAccountRegionPolicyScope": true, + "@aws-cdk/aws-eks:nodegroupNameAttribute": true, + "@aws-cdk/aws-ec2:ebsDefaultGp3Volume": true, + "@aws-cdk/aws-ecs:removeDefaultDeploymentAlarm": true, + "@aws-cdk/custom-resources:logApiResponseDataPropertyTrueDefault": false, + "@aws-cdk/aws-s3:keepNotificationInImportedBucket": false, + "@aws-cdk/aws-ecs:reduceEc2FargateCloudWatchPermissions": true, + "@aws-cdk/aws-dynamodb:resourcePolicyPerReplica": true, + "@aws-cdk/aws-ec2:ec2SumTImeoutEnabled": true, + "@aws-cdk/aws-appsync:appSyncGraphQLAPIScopeLambdaPermission": true, + "@aws-cdk/aws-rds:setCorrectValueForDatabaseInstanceReadReplicaInstanceResourceId": true, + "@aws-cdk/core:cfnIncludeRejectComplexResourceUpdateCreatePolicyIntrinsics": true, + "@aws-cdk/aws-lambda-nodejs:sdkV3ExcludeSmithyPackages": true, + "@aws-cdk/aws-stepfunctions-tasks:fixRunEcsTaskPolicy": true, + "@aws-cdk/aws-ec2:bastionHostUseAmazonLinux2023ByDefault": true + } +} diff --git a/Examples/CDK/infra/lib/lambda-api-project-stack.ts b/Examples/CDK/infra/lib/lambda-api-project-stack.ts new file mode 100644 index 00000000..3598478c --- /dev/null +++ b/Examples/CDK/infra/lib/lambda-api-project-stack.ts @@ -0,0 +1,54 @@ +//===----------------------------------------------------------------------===// +// +// This source file is part of the SwiftAWSLambdaRuntime open source project +// +// Copyright (c) 2024 Apple Inc. and the SwiftAWSLambdaRuntime project authors +// Licensed under Apache License v2.0 +// +// See LICENSE.txt for license information +// See CONTRIBUTORS.txt for the list of SwiftAWSLambdaRuntime project authors +// +// SPDX-License-Identifier: Apache-2.0 +// +//===----------------------------------------------------------------------===// + +import * as cdk from 'aws-cdk-lib'; +import * as lambda from 'aws-cdk-lib/aws-lambda'; +import * as apigateway from 'aws-cdk-lib/aws-apigatewayv2'; +import { HttpLambdaIntegration } from 'aws-cdk-lib/aws-apigatewayv2-integrations'; + +export class LambdaApiStack extends cdk.Stack { + constructor(scope: cdk.App, id: string, props?: cdk.StackProps) { + super(scope, id, props); + + // Create the Lambda function + const lambdaFunction = new lambda.Function(this, 'SwiftLambdaFunction', { + runtime: lambda.Runtime.PROVIDED_AL2, + architecture: lambda.Architecture.ARM_64, + handler: 'bootstrap', + code: lambda.Code.fromAsset('../.build/plugins/AWSLambdaPackager/outputs/AWSLambdaPackager/APIGatewayLambda/APIGatewayLambda.zip'), + memorySize: 512, + timeout: cdk.Duration.seconds(30), + environment: { + LOG_LEVEL: 'debug', + }, + }); + + // Create the integration + const integration = new HttpLambdaIntegration( + 'LambdaIntegration', + lambdaFunction + ); + + // Create HTTP API with the integration + const httpApi = new apigateway.HttpApi(this, 'HttpApi', { + defaultIntegration: integration, + }); + + // Output the API URL + new cdk.CfnOutput(this, 'ApiUrl', { + value: httpApi.url ?? 'Something went wrong', + }); + } +} + diff --git a/Examples/CDK/infra/package-lock.json b/Examples/CDK/infra/package-lock.json new file mode 100644 index 00000000..f91106b7 --- /dev/null +++ b/Examples/CDK/infra/package-lock.json @@ -0,0 +1,1176 @@ +{ + "name": "deploy", + "version": "0.1.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "deploy", + "version": "0.1.0", + "dependencies": { + "aws-cdk-lib": "^2.173.1", + "constructs": "^10.4.2" + }, + "bin": { + "deploy": "bin/deploy.js" + }, + "devDependencies": { + "@types/jest": "^29.5.14", + "@types/node": "22.7.9", + "aws-cdk": "2.173.1", + "ts-node": "^10.9.2", + "typescript": "~5.6.3" + } + }, + "node_modules/@aws-cdk/asset-awscli-v1": { + "version": "2.2.215", + "resolved": "https://registry.npmjs.org/@aws-cdk/asset-awscli-v1/-/asset-awscli-v1-2.2.215.tgz", + "integrity": "sha512-D+Jzwpl+zlBGjJf7nuRcz6JFNwqDQ+IzwIq0VSC4LMRRvrkhGE/ZE+zab3EnjmVkipcQqtQe+PVKefgmxETbvA==", + "license": "Apache-2.0" + 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b/Examples/CDK/infra/tsconfig.json @@ -0,0 +1,31 @@ +{ + "compilerOptions": { + "target": "ES2020", + "module": "commonjs", + "lib": [ + "es2020", + "dom" + ], + "declaration": true, + "strict": true, + "noImplicitAny": true, + "strictNullChecks": true, + "noImplicitThis": true, + "alwaysStrict": true, + "noUnusedLocals": false, + "noUnusedParameters": false, + "noImplicitReturns": true, + "noFallthroughCasesInSwitch": false, + "inlineSourceMap": true, + "inlineSources": true, + "experimentalDecorators": true, + "strictPropertyInitialization": false, + "typeRoots": [ + "./node_modules/@types" + ] + }, + "exclude": [ + "node_modules", + "cdk.out" + ] +} diff --git a/Examples/README.md b/Examples/README.md index 3c6e4a4b..eca88df8 100644 --- a/Examples/README.md +++ b/Examples/README.md @@ -12,12 +12,16 @@ This directory contains example code for Lambda functions. - Some examples are using [AWS SAM](https://aws.amazon.com/serverless/sam/). Install the [SAM CLI](https://docs.aws.amazon.com/serverless-application-model/latest/developerguide/install-sam-cli.html) before deploying these examples. +- Some examples are using the [AWS CDK](https://aws.amazon.com/cdk/). Install the [CDK CLI](https://docs.aws.amazon.com/cdk/latest/guide/cli.html) before deploying these examples. + ## Examples - **[API Gateway](APIGateway/README.md)**: an HTTPS REST API with [Amazon API Gateway](https://docs.aws.amazon.com/apigateway/latest/developerguide/welcome.html) and a Lambda function as backend (requires [AWS SAM](https://aws.amazon.com/serverless/sam/)). - **[BackgroundTasks](BackgroundTasks/README.md)**: a Lambda function that continues to run background tasks after having sent the response (requires [AWS CLI](https://docs.aws.amazon.com/cli/latest/userguide/getting-started-install.html)). +- **[CDK](CDK/README.md)**: a simple example of an AWS Lambda function invoked through an Amazon API Gateway and deployed with the Cloud Development Kit (CDK). + - **[HelloJSON](HelloJSON/README.md)**: a Lambda function that accepts JSON as an input parameter and responds with a JSON output (requires [AWS CLI](https://docs.aws.amazon.com/cli/latest/userguide/getting-started-install.html)). - **[HelloWorld](HelloWorld/README.md)**: a simple Lambda function (requires [AWS CLI](https://docs.aws.amazon.com/cli/latest/userguide/getting-started-install.html)). @@ -52,7 +56,7 @@ To obtain these keys, you need an AWS account: 2. **Create IAM User**: In the console, go to IAM (Identity and Access Management) and create a new user. Ensure you set permissions that match what the user will need for your application (e.g., permissions to access specific AWS services, such as AWS Lambda). -3. **Generate Access Key and Secret Access Key**: In the IAM user settings, find the option to generate an "Access Key" and "Secret Access Key." Save these securely! You’ll need them to authenticate your requests. +3. **Generate Access Key and Secret Access Key**: In the IAM user credentials section, find the option to generate an "Access Key" and "Secret Access Key." Save these securely! You’ll need them to authenticate your requests. 4. **(Optional) Generate Temporary Security Credentials**: If you’re using temporary credentials (which are more secure for short-term access), use AWS Security Token Service (STS). You can call the `GetSessionToken` or `AssumeRole` API to generate temporary credentials, including a session token.