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Repository Details

Modularized AWS SDK for JavaScript.

New API Documentation

We are excited to announce the developer preview of our new API documentation for AWS SDK for JavaScript v3. Please follow instructions on the landing page to leave us your feedback.

AWS SDK for JavaScript v3

Build Status codecov code style: prettier

The AWS SDK for JavaScript v3 is a rewrite of v2 with some great new features. As with version 2, it enables you to easily work with Amazon Web Services, but has a modular architecture with a separate package for each service. It also includes many frequently requested features, such as a first-class TypeScript support and a new middleware stack. For more details, visit blog post on general availability of Modular AWS SDK for JavaScript.

To get started with JavaScript SDK version 3, visit our Developer Guide or API Reference.

If you are starting a new project with AWS SDK for JavaScript v3, then you can refer aws-sdk-js-notes-app which shows examples of calling multiple AWS Services in a note taking application. If you are migrating from v2 to v3, then you can visit our self-guided workshop which builds as basic version of note taking application using AWS SDK for JavaScript v2 and provides step-by-step migration instructions to v3.

To test your universal JavaScript code in Node.js, browser and react-native environments, visit our code samples repo.

Table of Contents

  1. Getting Started
  2. New Features
    1. Modularized packages
    2. API consistency changes
      1. Configuration
      2. Middleware Stack
    3. How to upgrade
  3. High Level Concepts in V3
    1. Generated Packages
    2. Streams
    3. Paginators
    4. Abort Controller
    5. Middleware Stack
  4. Install from Source
  5. Giving feedback and contributing
  6. Release Cadence
  7. Node.js versions
  8. Stability of Modular Packages
  9. Known Issues
    1. Functionality requiring AWS Common Runtime (CRT)

Getting Started

Letโ€™s walk through setting up a project that depends on DynamoDB from the SDK and makes a simple service call. The following steps use yarn as an example. These steps assume you have Node.js and yarn already installed.

  1. Create a new Node.js project.

  2. Inside of the project, run: yarn add @aws-sdk/client-dynamodb. Adding packages results in update in lock file, yarn.lock or package-lock.json. You should commit your lock file along with your code to avoid potential breaking changes.

  3. Create a new file called index.js, create a DynamoDB service client and send a request.

const { DynamoDBClient, ListTablesCommand } = require("@aws-sdk/client-dynamodb");

(async () => {
  const client = new DynamoDBClient({ region: "us-west-2" });
  const command = new ListTablesCommand({});
  try {
    const results = await client.send(command);
    console.log(results.TableNames.join("\n"));
  } catch (err) {
    console.error(err);
  }
})();

If you want to use non-modular (v2-like) interfaces, you can import client with only the service name (e.g DynamoDB), and call the operation name directly from the client:

const { DynamoDB } = require("@aws-sdk/client-dynamodb");

(async () => {
  const client = new DynamoDB({ region: "us-west-2" });
  try {
    const results = await client.listTables({});
    console.log(results.TableNames.join("\n"));
  } catch (err) {
    console.error(err);
  }
})();

If you use tree shaking to reduce bundle size, using non-modular interface will increase the bundle size as compared to using modular interface.

If you are consuming modular AWS SDK for JavaScript on react-native environments, you will need to add and import following polyfills in your react-native application:

import "react-native-get-random-values";
import "react-native-url-polyfill/auto";
import { DynamoDB } from "@aws-sdk/client-dynamodb";

New features

Modularized packages

The SDK is now split up across multiple packages. The 2.x version of the SDK contained support for every service. This made it very easy to use multiple services in a project. Due to the limitations around reducing the size of the SDK when only using a handful of services or operations, many customers requested having separate packages for each service client. We have also split up the core parts of the SDK so that service clients only pull in what they need. For example, a service sends responses in JSON will no longer need to also have an XML parser as a dependency.

For those that were already importing services as sub-modules from the v2 SDK, the import statement doesnโ€™t look too different. Hereโ€™s an example of importing the AWS Lambda service in v2 of the SDK, and the v3 SDK:

// import the Lambda client constructor in v2 of the SDK
const Lambda = require("aws-sdk/clients/lambda");

// import the Lambda client constructor in v3 SDK
const { Lambda } = require("@aws-sdk/client-lambda");

It is also possible to import both versions of the Lambda client by changing the variable name the Lambda constructor is stored in.

API changes

Weโ€™ve made several public API changes to improve consistency, make the SDK easier to use, and remove deprecated or confusing APIs. The following are some of the big changes included in the new AWS SDK for JavaScript v3.

Configuration

In version 2.x of the SDK, service configuration could be passed to individual client constructors. However, these configurations would first be merged automatically into a copy of the global SDK configuration: AWS.config.

Also, calling AWS.config.update({/* params */}) only updated configuration for service clients instantiated after the update call was made, not any existing clients.

This behavior was a frequent source of confusion, and made it difficult to add configuration to the global object that only affects a subset of service clients in a forward-compatible way. In v3, there is no longer a global configuration managed by the SDK. Configuration must be passed to each service client that is instantiated. It is still possible to share the same configuration across multiple clients but that configuration will not be automatically merged with a global state.

Middleware

Version 2.x of the SDK allows modifying a request throughout multiple stages of a requestโ€™s lifecycle by attaching event listeners to a request. Some feedback we received frequently was that it can be difficult to debug what went wrong during a requestโ€™s lifecycle. Weโ€™ve switched to using a middleware stack to control the lifecycle of an operation call now. This gives us a few benefits. Each middleware in the stack calls the next middleware after making any changes to the request object. This also makes debugging issues in the stack much easier since you can see exactly which middleware have been called leading up to an error. Hereโ€™s an example of adding a custom header using middleware:

const client = new DynamoDB({ region: "us-west-2" });
client.middlewareStack.add(
  (next, context) => (args) => {
    args.request.headers["Custom-Header"] = "value";
    console.log("\n -- printed from inside middleware -- \n");
    return next(args);
  },
  {
    step: "build",
  }
);
await client.listTables({});

In the above example, weโ€™re adding a middleware to our DynamoDB clientโ€™s middleware stack. The first argument is a function that accepts next, the next middleware in the stack to call, and context, an object that contains some information about the operation being called. It returns a function that accepts args, an object that contains the parameters passed to the operation and the request, and returns the result from calling the next middleware with args.

Other Changes

If you are looking for a breakdown of the API changes from AWS SDK for JavaScript v2 to v3, we have them listed in UPGRADING.md.

Install from Source

All clients have been published to NPM and can be installed as described above. If you want to play with latest clients, you can build from source as follows:

  1. Clone this repository to local by:

    git clone https://github.com/aws/aws-sdk-js-v3.git
    
  2. Under the repository root directory, run following command to link and build the whole library, the process may take several minutes:

    yarn && yarn test:all
    

    For more information, please refer to contributing guide.

  3. After the repository is successfully built, change directory to the client that you want to install, for example:

    cd clients/client-dynamodb
    
  4. Pack the client:

    yarn pack .
    

    yarn pack will create an archive file in the client package folder, e.g. aws-sdk-client-dynamodb-v3.0.0.tgz.

  5. Change directory to the project you are working on and move the archive to the location to store the vendor packages:

    mv path/to/aws-sdk-js-v3/clients/client-dynamodb/aws-sdk-client-dynamodb-v3.0.0.tgz ./path/to/vendors/folder
    
  6. Install the package to your project:

    yarn add ./path/to/vendors/folder/aws-sdk-client-dynamodb-v3.0.0.tgz
    

Giving feedback and contributing

You can provide feedback to us in several ways. Both positive and negative feedback is appreciated. If you do, please feel free to open an issue on our GitHub repository. Our GitHub issues page also includes work we know still needs to be done to reach full feature parity with v2 SDK.

Feedback

GitHub issues. Customers who are comfortable giving public feedback can open a GitHub issue in the new repository. This is the preferred mechanism to give feedback so that other customers can engage in the conversation, +1 issues, etc. Issues you open will be evaluated, and included in our roadmap for the GA launch.

Gitter channel. For informal discussion or general feedback, you may join the Gitter chat. The Gitter channel is also a great place to get help with v3 from other developers. JS SDK team doesn't track the discussion daily, so feel free to open a GitHub issue if your question is not answered there.

Contributing

You can open pull requests for fixes or additions to the new AWS SDK for JavaScript v3. All pull requests must be submitted under the Apache 2.0 license and will be reviewed by an SDK team member prior to merging. Accompanying unit tests are appreciated. See Contributing for more information.

High Level Concepts

This is an introduction to some of the high level concepts behind AWS SDK for JavaScript (v3) which are shared between services and might make your life easier. Please consult the user guide and API reference for service specific details.

Terminology:

Bare-bones clients/commands: This refers to a modular way of consuming individual operations on JS SDK clients. It results in less code being imported and thus more performant. It is otherwise equivalent to the aggregated clients/commands.

// this imports a bare-bones version of S3 that exposes the .send operation
import { S3Client } from "@aws-sdk/client-s3"

// this imports just the getObject operation from S3
import { GetObjectCommand } from "@aws-sdk/client-s3"

//usage
const bareBonesS3 = new S3Client({...});
await bareBonesS3.send(new GetObjectCommand({...}));

Aggregated clients/commands: This refers to a way of consuming clients that contain all operations on them. Under the hood this calls the bare-bones commands. This imports all commands on a particular client and results in more code being imported and thus less performant. This is 1:1 with v2's style.

// this imports an aggregated version of S3 that exposes the .send operation
import { S3 } from "@aws-sdk/client-s3"

// No need to import an operation as all operations are already on the S3 prototype

//usage
const aggregatedS3 = new S3({...});
await aggregatedS3.getObject({...}));

Generated Code

The v3 codebase is generated from internal AWS models that AWS services expose. We use smithy-typescript to generate all code in the /clients subdirectory. These packages always have a prefix of @aws-sdk/client-XXXX and are one-to-one with AWS services and service operations. You should be importing @aws-sdk/client-XXXX for most usage.

Clients depend on common "utility" code in /packages. The code in /packages is manually written and outside of special cases (like credentials or abort controller) is generally not very useful alone.

Lastly we have higher level libraries in /lib. These are javascript specific libraries that wrap client operations to make them easier to work with. Popular examples are @aws-sdk/lib-dynamodb which simplifies working with items in Amazon DynamoDB or @aws-sdk/lib-storage which exposes the Upload function and simplifies parallel uploads in S3's multipartUpload.

  1. /packages. This sub directory is where most manual code updates are done. These are published to NPM under @aws-sdk/XXXX and have no special prefix.
  2. /clients. This sub directory is code generated and depends on code published from /packages . It is 1:1 with AWS services and operations. Manual edits should generally not occur here. These are published to NPM under @aws-sdk/client-XXXX.
  3. /lib. This sub directory depends on generated code published from /clients. It wraps existing AWS services and operations to make them easier to work with in Javascript. These are published to NPM under @aws-sdk/lib-XXXX

Streams

Certain command outputs include streams, which have different implementations in Node.js and browsers. For convenience, a set of stream handling methods will be merged (Object.assign) to the output stream object, as defined in SdkStreamMixin.

Output types having this feature will be indicated by the WithSdkStreamMixin<T, StreamKey> wrapper type, where T is the original output type and StreamKey is the output property key having a stream type specific to the runtime environment.

Here is an example using S3::GetObject.

import { S3 } from "@aws-sdk/client-s3";

const client = new S3({});

const getObjectResult = await client.getObject({
  Bucket: "...",
  Key: "...",
});

// env-specific stream with added mixin methods.
const bodyStream = getObjectResult.Body;

// one-time transform.
const bodyAsString = await bodyStream.transformToString();

// throws an error on 2nd call, stream cannot be rewound.
const __error__ = await bodyStream.transformToString();

Note that these methods will read the stream in order to collect it, so you must save the output. The methods cannot be called more than once on a stream.

Paginators

Many AWS operations return paginated results when the response object is too large to return in a single response. In AWS SDK for JavaScript v2, the response contains a token you can use to retrieve the next page of results. You then need to write additional functions to process pages of results.

In AWS SDK for JavaScript v3 weโ€™ve improved pagination using async generator functions, which are similar to generator functions, with the following differences:

  • When called, async generator functions return an object, an async generator whose methods (next, throw, and return) return promises for { value, done }, instead of directly returning { value, done }. This automatically makes the returned async generator objects async iterators.
  • await expressions and for await (x of y) statements are allowed.
  • The behavior of yield* is modified to support delegation to async iterables.

The Async Iterators were added in the ES2018 iteration of JavaScript. They are supported by Node.js 10.x+ and by all modern browsers, including Chrome 63+, Firefox 57+, Safari 11.1+, and Edge 79+. If youโ€™re using TypeScript v2.3+, you can compile Async Iterators to older versions of JavaScript.

An async iterator is much like an iterator, except that its next() method returns a promise for a { value, done } pair. As an implicit aspect of the Async Iteration protocol, the next promise is not requested until the previous one resolves. This is a simple, yet a very powerful pattern.

Example Pagination Usage

In v3, the clients expose paginateOperationName APIs that are written using async generators, allowing you to use async iterators in a for await..of loop. You can perform the paginateListTables operation from @aws-sdk/client-dynamodb as follows:

const {
  DynamoDBClient,
  paginateListTables,
} = require("@aws-sdk/client-dynamodb");

...
const paginatorConfig = {
  client: new DynamoDBClient({}),
  pageSize: 25
};
const commandParams = {};
const paginator = paginateListTables(paginatorConfig, commandParams);

const tableNames = [];
for await (const page of paginator) {
  // page contains a single paginated output.
  tableNames.push(...page.TableNames);
}
...

Or simplified:

...
const client = new DynamoDBClient({});

const tableNames = [];
for await (const page of paginateListTables({ client }, {})) {
    // page contains a single paginated output.
    tableNames.push(...page.TableNames);
}
...

Abort Controller

In v3, we support the AbortController interface which allows you to abort requests as and when desired.

The AbortController Interface provides an abort() method that toggles the state of a corresponding AbortSignal object. Most APIs accept an AbortSignal object, and respond to abort() by rejecting any unsettled promise with an โ€œAbortErrorโ€.

// Returns a new controller whose signal is set to a newly created AbortSignal object.
const controller = new AbortController();

// Returns the AbortSignal object associated with controller.
const signal = controller.signal;

// Invoking this method will set controllerโ€™s AbortSignal's aborted flag
// and signal to any observers that the associated activity is to be aborted.
controller.abort();

AbortController Usage

In JavaScript SDK v3, we added an implementation of WHATWG AbortController interface in @aws-sdk/abort-controller. To use it, you need to send AbortController.signal as abortSignal in the httpOptions parameter when calling .send() operation on the client as follows:

const { AbortController } = require("@aws-sdk/abort-controller");
const { S3Client, CreateBucketCommand } = require("@aws-sdk/client-s3");

...

const abortController = new AbortController();
const client = new S3Client(clientParams);

const requestPromise = client.send(new CreateBucketCommand(commandParams), {
  abortSignal: abortController.signal,
});

// The abortController can be aborted any time.
// The request will not be created if abortSignal is already aborted.
// The request will be destroyed if abortSignal is aborted before response is returned.
abortController.abort();

// This will fail with "AbortError" as abortSignal is aborted.
await requestPromise;

For a full pagination deep dive please check out our blog post.

AbortController Example

The following code snippet shows how to upload a file using S3's putObject API in the browser with support to abort the upload. First, create a controller using the AbortController() constructor, then grab a reference to its associated AbortSignal object using the AbortController.signal property. When the PutObjectCommand is called with .send() operation, pass in AbortController.signal as abortSignal in the httpOptions parameter. This will allow you to abort the PutObject operation by calling abortController.abort().

const abortController = new AbortController();
const abortSignal = abortController.signal;

const uploadBtn = document.querySelector('.upload');
const abortBtn = document.querySelector('.abort');

uploadBtn.addEventListener('click', uploadObject);

abortBtn.addEventListener('click', function() {
  abortController.abort();
  console.log('Upload aborted');
});

const uploadObject = async (file) => {
  ...
  const client = new S3Client(clientParams);
  try {
    await client.send(new PutObjectCommand(commandParams), { abortSignal });
  } catch(e) {
    if (e.name === "AbortError") {
      uploadProgress.textContent = 'Upload aborted: ' + e.message;
    }
    ...
  }
}

For a full abort controller deep dive please check out our blog post.

Middleware Stack

The JavaScript SDK maintains a series of asynchronous actions. These series include actions that serialize input parameters into the data over the wire and deserialize response data into JavaScript objects. Such actions are implemented using functions called middleware and executed in a specific order. The object that hosts all the middleware including the ordering information is called a Middleware Stack. You can add your custom actions to the SDK and/or remove the default ones.

When an API call is made, SDK sorts the middleware according to the step it belongs to and its priority within each step. The input parameters pass through each middleware. An HTTP request gets created and updated along the process. The HTTP Handler sends a request to the service, and receives a response. A response object is passed back through the same middleware stack in reverse, and is deserialized into a JavaScript object.

A middleware is a higher-order function that transfers user input and/or HTTP request, then delegates to โ€œnextโ€ middleware. It also transfers the result from โ€œnextโ€ middleware. A middleware function also has access to context parameter, which optionally contains data to be shared across middleware.

For example, you can use middleware to add a custom header like S3 object metadata:

const { S3 } = require("@aws-sdk/client-s3");
const client = new S3({ region: "us-west-2" });
// Middleware added to client, applies to all commands.
client.middlewareStack.add(
  (next, context) => async (args) => {
    args.request.headers["x-amz-meta-foo"] = "bar";
    const result = await next(args);
    // result.response contains data returned from next middleware.
    return result;
  },
  {
    step: "build",
    name: "addFooMetadataMiddleware",
    tags: ["METADATA", "FOO"],
  }
);

await client.putObject(params);

Specifying the absolute location of your middleware The example above adds middleware to build step of middleware stack. The middleware stack contains five steps to manage a requestโ€™s lifecycle:

  • The initialize lifecycle step initializes an API call. This step typically adds default input values to a command. The HTTP request has not yet been constructed.
  • The serialize lifecycle step constructs an HTTP request for the API call. Example of typical serialization tasks include input validation and building an HTTP request from user input. The downstream middleware will have access to serialized HTTP request object in callbackโ€™s parameter args.request.
  • The build lifecycle step builds on top of serialized HTTP request. Examples of typical build tasks include injecting HTTP headers that describe a stable aspect of the request, such as Content-Length or a body checksum. Any request alterations will be applied to all retries.
  • The finalizeRequest lifecycle step prepares the request to be sent over the wire. The request in this stage is semantically complete and should therefore only be altered to match the recipientโ€™s expectations. Examples of typical finalization tasks include request signing, performing retries and injecting hop-by-hop headers.
  • The deserialize lifecycle step deserializes the raw response object to a structured response. The upstream middleware have access to deserialized data in next callbacks return value: result.output. Each middleware must be added to a specific step. By default each middleware in the same step has undifferentiated order. In some cases, you might want to execute a middleware before or after another middleware in the same step. You can achieve it by specifying its priority.
client.middlewareStack.add(middleware, {
  step: "initialize",
  priority: "high", // or "low".
});

For a full middleware stack deep dive please check out our blog post.

Release Cadence

Our releases usually happen once per weekday. Each release increments the minor version, e.g. 3.200.0 -> 3.201.0.

Node.js versions

v3.201.0 and higher requires Node.js >= 14.

v3.46.0 to v3.200.0 requires Node.js >= 12.

Earlier versions require Node.js >= 10.

Stability of Modular Packages

Package name containing folder API controlled by stability
@aws-sdk/client-* Commands clients AWS service teams public/stable
@aws-sdk/client-* Clients clients AWS SDK JS team public/stable
@aws-sdk/lib-* lib AWS SDK JS team public/stable
@aws-sdk/*-signer packages AWS SDK JS team public/stable
@aws-sdk/middleware-stack packages AWS SDK JS team public/stable
remaining @aws-sdk/* packages AWS SDK JS team internal

Additional notes:

  • internal does not mean a package or interface is constantly changing or being actively worked on. It means it is subject to change without any notice period. The changes are included in the release notes.
  • public interfaces such as client configuration are also subject to change in exceptional cases. We will try to undergo a deprecation period with an advance notice.

Known Issues

Functionality requiring AWS Common Runtime (CRT)

This SDK has optional functionality that requires the AWS Common Runtime (CRT) bindings to be included as a dependency with your application. This functionality includes:

If the required AWS Common Runtime components are not installed you will receive an error like:

Cannot find module '@aws-sdk/signature-v4-crt'
...
Please check if you have installed "@aws-sdk/signature-v4-crt" package explicitly.
For more information please go to https://github.com/aws/aws-sdk-js-v3#known-issues

indicating that the required dependency is missing to use the associated functionality. To install this dependency follow the provided instructions.

Installing the AWS Common Runtime (CRT) Dependency

You can install the CRT dependency with different commands depending on the package management tool you are using. If you are using NPM:

npm install @aws-sdk/signature-v4-crt

If you are using Yarn:

yarn add @aws-sdk/signature-v4-crt

Related issues

  1. S3 Multi-Region Access Point(MRAP) is not available unless with additional dependency

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CodeWhisperer, CodeCatalyst, Local Lambda debug, SAM/CFN syntax, ECS Terminal, AWS resources
TypeScript
1,150
star
37

eks-charts

Amazon EKS Helm chart repository
Mustache
1,142
star
38

s2n-quic

An implementation of the IETF QUIC protocol
Rust
1,066
star
39

opsworks-cookbooks

Chef Cookbooks for the AWS OpsWorks Service
Ruby
1,058
star
40

aws-codebuild-docker-images

Official AWS CodeBuild repository for managed Docker images http://docs.aws.amazon.com/codebuild/latest/userguide/build-env-ref.html
Dockerfile
1,032
star
41

amazon-ssm-agent

An agent to enable remote management of your EC2 instances, on-premises servers, or virtual machines (VMs).
Go
975
star
42

aws-iot-device-sdk-js

SDK for connecting to AWS IoT from a device using JavaScript/Node.js
JavaScript
957
star
43

aws-iot-device-sdk-embedded-C

SDK for connecting to AWS IoT from a device using embedded C.
C
926
star
44

aws-health-tools

The samples provided in AWS Health Tools can help users to build automation and customized alerting in response to AWS Health events.
Python
887
star
45

aws-app-mesh-examples

AWS App Mesh is a service mesh that you can use with your microservices to manage service to service communication.
Shell
844
star
46

deep-learning-containers

AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.
Python
800
star
47

aws-graviton-getting-started

Helping developers to use AWS Graviton2 and Graviton3 processors which power the 6th and 7th generation of Amazon EC2 instances (C6g[d], M6g[d], R6g[d], T4g, X2gd, C6gn, I4g, Im4gn, Is4gen, G5g, C7g[d][n], M7g[d], R7g[d]).
Python
788
star
48

aws-parallelcluster

AWS ParallelCluster is an AWS supported Open Source cluster management tool to deploy and manage HPC clusters in the AWS cloud.
Python
782
star
49

aws-lambda-runtime-interface-emulator

Go
771
star
50

aws-toolkit-jetbrains

AWS Toolkit for JetBrains - a plugin for interacting with AWS from JetBrains IDEs
Kotlin
723
star
51

aws-iot-device-sdk-python

SDK for connecting to AWS IoT from a device using Python.
Python
670
star
52

graph-notebook

Library extending Jupyter notebooks to integrate with Apache TinkerPop, openCypher, and RDF SPARQL.
Jupyter Notebook
663
star
53

amazon-chime-sdk-js

A JavaScript client library for integrating multi-party communications powered by the Amazon Chime service.
TypeScript
655
star
54

amazon-ec2-instance-selector

A CLI tool and go library which recommends instance types based on resource criteria like vcpus and memory
Go
642
star
55

studio-lab-examples

Example notebooks for working with SageMaker Studio Lab. Sign up for an account at the link below!
Jupyter Notebook
566
star
56

aws-sdk-rails

Official repository for the aws-sdk-rails gem, which integrates the AWS SDK for Ruby with Ruby on Rails.
Ruby
554
star
57

aws-mwaa-local-runner

This repository provides a command line interface (CLI) utility that replicates an Amazon Managed Workflows for Apache Airflow (MWAA) environment locally.
Shell
553
star
58

amazon-eks-pod-identity-webhook

Amazon EKS Pod Identity Webhook
Go
534
star
59

event-ruler

Event Ruler is a Java library that allows matching many thousands of Events per second to any number of expressive and sophisticated rules.
Java
516
star
60

aws-lambda-base-images

506
star
61

aws-lambda-java-libs

Official mirror for interface definitions and helper classes for Java code running on the AWS Lambda platform.
C++
502
star
62

aws-appsync-community

The AWS AppSync community
HTML
495
star
63

dotnet

GitHub home for .NET development on AWS
487
star
64

aws-cdk-rfcs

RFCs for the AWS CDK
JavaScript
476
star
65

sagemaker-training-toolkit

Train machine learning models within a ๐Ÿณ Docker container using ๐Ÿง  Amazon SageMaker.
Python
468
star
66

aws-elastic-beanstalk-cli-setup

Simplified EB CLI installation mechanism.
Python
453
star
67

aws-sam-cli-app-templates

Python
435
star
68

amazon-cloudwatch-agent

CloudWatch Agent enables you to collect and export host-level metrics and logs on instances running Linux or Windows server.
Go
403
star
69

secrets-store-csi-driver-provider-aws

The AWS provider for the Secrets Store CSI Driver allows you to fetch secrets from AWS Secrets Manager and AWS Systems Manager Parameter Store, and mount them into Kubernetes pods.
Go
393
star
70

amazon-braket-examples

Example notebooks that show how to apply quantum computing in Amazon Braket.
Python
376
star
71

aws-for-fluent-bit

The source of the amazon/aws-for-fluent-bit container image
Shell
375
star
72

aws-extensions-for-dotnet-cli

Extensions to the dotnet CLI to simplify the process of building and publishing .NET Core applications to AWS services
C#
346
star
73

aws-sdk-php-symfony

PHP
346
star
74

aws-app-mesh-roadmap

AWS App Mesh is a service mesh that you can use with your microservices to manage service to service communication
344
star
75

aws-iot-device-sdk-python-v2

Next generation AWS IoT Client SDK for Python using the AWS Common Runtime
Python
335
star
76

constructs

Define composable configuration models through code
TypeScript
332
star
77

aws-lambda-builders

Python library to compile, build & package AWS Lambda functions for several runtimes & framework
Python
325
star
78

aws-codedeploy-agent

Host Agent for AWS CodeDeploy
Ruby
316
star
79

aws-sdk-ruby-record

Official repository for the aws-record gem, an abstraction for Amazon DynamoDB.
Ruby
313
star
80

aws-ops-wheel

The AWS Ops Wheel is a randomizer that biases for options that havenโ€™t come up recently; you can also outright cheat and specify the next result to be generated.
JavaScript
308
star
81

aws-xray-sdk-python

AWS X-Ray SDK for the Python programming language
Python
304
star
82

sagemaker-inference-toolkit

Serve machine learning models within a ๐Ÿณ Docker container using ๐Ÿง  Amazon SageMaker.
Python
303
star
83

aws-pdk

The AWS PDK provides building blocks for common patterns together with development tools to manage and build your projects.
TypeScript
288
star
84

amazon-ivs-react-native-player

A React Native wrapper for the Amazon IVS iOS and Android player SDKs.
TypeScript
283
star
85

sagemaker-spark

A Spark library for Amazon SageMaker.
Scala
282
star
86

pg_tle

Framework for building trusted language extensions for PostgreSQL
C
282
star
87

apprunner-roadmap

This is the public roadmap for AWS App Runner.
280
star
88

graph-explorer

React-based web application that enables users to visualize both property graph and RDF data and explore connections between data without having to write graph queries.
TypeScript
278
star
89

aws-xray-sdk-go

AWS X-Ray SDK for the Go programming language.
Go
274
star
90

aws-toolkit-eclipse

(End of life: May 31, 2023) AWS Toolkit for Eclipse
Java
273
star
91

elastic-beanstalk-roadmap

AWS Elastic Beanstalk roadmap
272
star
92

aws-logging-dotnet

.NET Libraries for integrating Amazon CloudWatch Logs with popular .NET logging libraries
C#
271
star
93

sagemaker-tensorflow-training-toolkit

Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https://github.com/aws/deep-learning-containers.
Python
267
star
94

elastic-load-balancing-tools

AWS Elastic Load Balancing Tools
Java
262
star
95

aws-step-functions-data-science-sdk-python

Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS
Python
261
star
96

efs-utils

Utilities for Amazon Elastic File System (EFS)
Python
257
star
97

amazon-braket-sdk-python

A Python SDK for interacting with quantum devices on Amazon Braket
Python
254
star
98

aws-xray-sdk-node

The official AWS X-Ray SDK for Node.js.
JavaScript
248
star
99

Trusted-Advisor-Tools

The sample functions provided help to automate AWS Trusted Advisor best practices using Amazon Cloudwatch events and AWS Lambda.
Python
242
star
100

amazon-chime-sdk-component-library-react

Amazon Chime React Component Library with integrations with the Amazon Chime SDK.
TypeScript
240
star