awslabs/aws-support-tools

LLRT (Low Latency Runtime) is an experimental, lightweight JavaScript runtime designed to address the growing demand for fast and efficient Serverless applications.

11,616

llrt

An integrated shell for working with the AWS CLI.

8,074

aws-shell

A simple, high-throughput file client for mounting an Amazon S3 bucket as a local file system.

7,182

mountpoint-s3

AutoGluon: AutoML for Image, Text, and Tabular Data

4,475

autogluon

Probabilistic time series modeling in Python

4,348

gluonts

AWS SDK for the Rust Programming Language

3,686

aws-sdk-rust

Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.

3,014

deequ

Scala

2,871

aws-lambda-rust-runtime

A Rust runtime for AWS Lambda

Amazon Redshift Utils contains utilities, scripts and view which are useful in a Redshift environment

2,829

amazon-redshift-utils

A library to display an interactive editor for any graph-like data.

2,643

diagram-maker

Automatically gets credentials for Amazon ECR on docker push/docker pull

2,359

amazon-ecr-credential-helper

2,261

amazon-eks-ami

Packer configuration for building a custom EKS AMI

A developer toolkit to implement Serverless best practices and increase developer velocity.

2,164

aws-lambda-powertools-python

Hands on labs and code to help you learn, measure, and build using architectural best practices.

2,148

aws-well-architected-labs

[Node, Python, Java] Repository of sample Custom Rules for AWS Config.

1,834

aws-config-rules

Smithy is a protocol-agnostic interface definition language and set of tools for generating clients, servers, and documentation for any programming language.

1,473

smithy

A registry of publicly available datasets on AWS

1,356

open-data-registry

Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch

1,199

sockeye

Powertools is a developer toolkit to implement Serverless best practices and increase developer velocity.

1,181

aws-lambda-powertools-typescript

High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.

1,179

dgl-ke

This repository has samples that demonstrate various aspects of the AWS SDK for iOS, you can get the SDK source on Github https://github.com/aws-amplify/aws-sdk-ios/

1,144

aws-sdk-ios-samples

Swift

1,038

amazon-kinesis-video-streams-webrtc-sdk-c

Amazon Kinesis Video Streams Webrtc SDK is for developers to install and customize realtime communication between devices and enable secure streaming of video, audio to Kinesis Video Streams.

1,031

aws-sdk-android-samples

This repository has samples that demonstrate various aspects of the AWS SDK for Android, you can get the SDK source on Github https://github.com/aws-amplify/aws-sdk-android/

The AWS Solutions Constructs Library is an open-source extension of the AWS Cloud Development Kit (AWS CDK) that provides multi-service, well-architected patterns for quickly defining solutions

1,018

aws-solutions-constructs

lambda-go-api-proxy makes it easy to port APIs written with Go frameworks such as Gin (https://gin-gonic.github.io/gin/ ) to AWS Lambda and Amazon API Gateway.

1,013

aws-lambda-go-api-proxy

1,005

aws-cfn-template-flip

Tool for converting AWS CloudFormation templates between JSON and YAML formats.

eks-node-viewer

multi-model-server

Multi Model Server is a tool for serving neural net models for inference

Collection of tools and code examples to demonstrate best practices in using Amazon EC2 Spot Instances.

936

ec2-spot-labs

Jupyter Notebook

905

aws-mobile-appsync-sdk-js

JavaScript library files for Offline, Sync, Sigv4. includes support for React Native

AWS SaaS Boost is a ready-to-use toolset that removes the complexity of successfully running SaaS workloads in the AWS cloud.

902

aws-saas-boost

fargatecli

fortuna

A Library for Uncertainty Quantification.

A Serverless Developer Portal for easily publishing and cataloging APIs

882

aws-api-gateway-developer-portal

ECS Reference Architecture for creating a flexible and scalable deployment pipeline to Amazon ECS using AWS CodePipeline

879

ecs-refarch-continuous-deployment

A schema-based data mapper for Amazon DynamoDB.

842

dynamodb-data-mapper-js

GoFormation is a Go library for working with CloudFormation templates.

818

goformation

812

flowgger

A fast data collector in Rust

AWS JavaScript S3 Explorer is a JavaScript application that uses AWS's JavaScript SDK and S3 APIs to make the contents of an S3 bucket easy to browse via a web browser.

796

aws-js-s3-explorer

HTML

771

aws-icons-for-plantuml

PlantUML sprites, macros, and other includes for Amazon Web Services services and resources

In few hours, quickly learn how to effectively leverage various AWS services to improve developer productivity and reduce the overall time to market for new product capabilities.

737

aws-devops-essential

Blueprints and examples for Lambda-based custom Authorizers for use in API Gateway.

674

aws-apigateway-lambda-authorizer-blueprints

660

amazon-ecs-nodejs-microservices

Reference architecture that shows how to take a Node.js application, containerize it, and deploy it as microservices on Amazon Elastic Container Service.

The AWS Deployment Framework (ADF) is an extensive and flexible framework to manage and deploy resources across multiple AWS accounts and regions based on AWS Organizations.

650

aws-deployment-framework

Client library for Amazon Kinesis

636

amazon-kinesis-client

Run web applications on AWS Lambda

621

aws-lambda-web-adapter

Python package for graph neural networks in chemistry and biology

610

dgl-lifesci

DoEKS is a tool to build, deploy and scale Data & ML Platforms on Amazon EKS

594

data-on-eks

HCL

590

aws-security-automation

Collection of scripts and resources for DevSecOps and Automated Incident Response Security

AWS Glue Libraries are additions and enhancements to Spark for ETL operations.

585

aws-glue-libs

python-deequ

aws-athena-query-federation

The Amazon Athena Query Federation SDK allows you to customize Amazon Athena with your own data sources and code.

The AmazonDynamoDBLockClient is a general purpose distributed locking library built on top of DynamoDB. It supports both coarse-grained and fine-grained locking.

507

amazon-dynamodb-lock-client

Shuttle is a library for testing concurrent Rust code

469

shuttle

An example of an AMI Builder using CI/CD with AWS CodePipeline, AWS CodeBuild, Hashicorp Packer and Ansible.

465

ami-builder-packer

465

route53-dynamic-dns-with-lambda

A Dynamic DNS system built with API Gateway, Lambda & Route 53.

aws-servicebroker

diagram-as-code

Diagram-as-code for AWS architecture.

459

amazon-ecs-local-container-endpoints

A container that provides local versions of the ECS Task Metadata Endpoint and ECS Task IAM Roles Endpoint.

456

datawig

Imputation of missing values in tables.

JS library for verifying JWTs signed by Amazon Cognito, and any OIDC-compatible IDP that signs JWTs with RS256, RS384, and RS512

454

aws-jwt-verify

The AWS Config Rules Development Kit helps developers set up, author and test custom Config rules. It contains scripts to enable AWS Config, create a Config rule and test it with sample ConfigurationItems.

452

aws-config-rdk

An EC2 Container Service Reference Architecture for providing Service Discovery to containers using CloudWatch Events, Lambda and Route 53 private hosted zones.

444

ecs-refarch-service-discovery

444

ssosync

Populate AWS SSO directly with your G Suite users and groups using either a CLI or AWS Lambda

443

handwritten-text-recognition-for-apache-mxnet

This repository lets you train neural networks models for performing end-to-end full-page handwriting recognition using the Apache MXNet deep learning frameworks on the IAM Dataset.

Jupyter Notebook

442

awscli-aliases

Repository for AWS CLI aliases.

437

snapchange

Lightweight fuzzing of a memory snapshot using KVM

A simple threat modeling tool to help humans to reduce time-to-value when threat modeling

436

threat-composer

An AWS tool to help you create a point in time assessment of your AWS account using Prowler and Scout as well as optional AWS developed ransomware checks.

426

aws-security-assessment-solution

423

lambda-refarch-mapreduce

This repo presents a reference architecture for running serverless MapReduce jobs. This has been implemented using AWS Lambda and Amazon S3.

C++ implementation of the AWS Lambda runtime

422

aws-lambda-cpp

C++

409

pgbouncer-fast-switchover

Adds query routing and rewriting extensions to pgbouncer

396

aws-sdk-kotlin

Multiplatform AWS SDK for Kotlin

Kotlin

392

aws-cloudsaga

AWS CloudSaga - Simulate security events in AWS

Amazon Kinesis Producer Library

389

amazon-kinesis-producer

C++

385

soci-snapshotter

383

serverless-photo-recognition

A collection of 3 lambda functions that are invoked by Amazon S3 or Amazon API Gateway to analyze uploaded images with Amazon Rekognition and save picture labels to ElasticSearch (written in Kotlin)

Kotlin

378

amazon-sagemaker-workshop

Amazon SageMaker workshops: Introduction, TensorFlow in SageMaker, and more

Jupyter Notebook

378

serverless-rules

Compilation of rules to validate infrastructure-as-code templates against recommended practices for serverless applications.

378

logstash-output-amazon_es

Logstash output plugin to sign and export logstash events to Amazon Elasticsearch Service

Ruby

374

kinesis-aggregation

AWS libraries/modules for working with Kinesis aggregated record data

Code generation for the AWS SDK for Rust, as well as server and generic smithy client generation.

370

smithy-rs

Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.

369

syne-tune

Enterprise graph machine learning framework for billion-scale graphs for ML scientists and data scientists.

367

graphstorm

366

dynamodb-transactions

Amazon Kinesis Client Library for Python

354

amazon-kinesis-client-python

This project signs and proxies HTTP requests with Sigv4

354

aws-sigv4-proxy

351

aws-serverless-data-lake-framework

Enterprise-grade, production-hardened, serverless data lake on AWS

Continuously monitors a set of log files and sends new data to the Amazon Kinesis Stream and Amazon Kinesis Firehose in near-real-time.

349

amazon-kinesis-agent

The Snapshot Tool for Amazon RDS automates the task of creating manual snapshots, copying them into a different account and a different region, and deleting them after a specified number of days

342

rds-snapshot-tool

The Kinesis Scaling Utility is designed to give you the ability to scale Amazon Kinesis Streams in the same way that you scale EC2 Auto Scaling groups – up or down by a count or as a percentage of the total fleet. You can also simply scale to an exact number of Shards. There is no requirement for you to manage the allocation of the keyspace to Shards when using this API, as it is done automatically.

337

amazon-kinesis-scaling-utils

Amazon Kinesis Video Streams Producer SDK for C++ is for developers to install and customize for their connected camera and other devices to securely stream video, audio, and time-encoded data to Kinesis Video Streams.

333

amazon-kinesis-video-streams-producer-sdk-cpp

C++

332

landing-zone-accelerator-on-aws

Deploy a multi-account cloud foundation to support highly-regulated workloads and complex compliance requirements.

A Ruby gem that provides a command-line validator for Amazon States Language JSON files.

330

statelint

Ruby

330

generative-ai-cdk-constructs

AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.

Library for managing service-level fault isolation using Amazon Route 53.

327

route53-infima

Logging MXNet data for visualization in TensorBoard.

326

aws-automated-incident-response-and-forensics

326

mxboard