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Amazon Web Services - Labs (@awslabs)

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git-secrets

Prevents you from committing secrets and credentials into git repositories

llrt

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

aws-shell

An integrated shell for working with the AWS CLI.

mountpoint-s3

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

autogluon

AutoGluon: AutoML for Image, Text, and Tabular Data

gluonts

Probabilistic time series modeling in Python

aws-sdk-rust

AWS SDK for the Rust Programming Language

deequ

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

aws-lambda-rust-runtime

A Rust runtime for AWS Lambda

amazon-redshift-utils

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

diagram-maker

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

amazon-ecr-credential-helper

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

amazon-eks-ami

Packer configuration for building a custom EKS AMI

aws-lambda-powertools-python

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

aws-well-architected-labs

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

aws-config-rules

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

smithy

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

aws-support-tools

Tools and sample code provided by AWS Premium Support.

open-data-registry

A registry of publicly available datasets on AWS

sockeye

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

aws-lambda-powertools-typescript

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

dgl-ke

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

aws-sdk-ios-samples

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/

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.

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/

aws-solutions-constructs

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

aws-lambda-go-api-proxy

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.

aws-cfn-template-flip

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

eks-node-viewer

EKS Node Viewer

multi-model-server

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

ec2-spot-labs

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

Jupyter Notebook

aws-mobile-appsync-sdk-js

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

aws-saas-boost

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

fargatecli

CLI for AWS Fargate

fortuna

A Library for Uncertainty Quantification.

aws-api-gateway-developer-portal

A Serverless Developer Portal for easily publishing and cataloging APIs

ecs-refarch-continuous-deployment

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

dynamodb-data-mapper-js

A schema-based data mapper for Amazon DynamoDB.

goformation

GoFormation is a Go library for working with CloudFormation templates.

flowgger

A fast data collector in Rust

aws-js-s3-explorer

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.

aws-icons-for-plantuml

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

aws-devops-essential

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.

aws-apigateway-lambda-authorizer-blueprints

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

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.

aws-deployment-framework

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.

amazon-kinesis-client

Client library for Amazon Kinesis

aws-lambda-web-adapter

Run web applications on AWS Lambda

dgl-lifesci

Python package for graph neural networks in chemistry and biology

data-on-eks

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

aws-security-automation

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

aws-glue-libs

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

python-deequ

Python API for Deequ

aws-athena-query-federation

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

amazon-dynamodb-lock-client

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

shuttle

Shuttle is a library for testing concurrent Rust code

ami-builder-packer

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

route53-dynamic-dns-with-lambda

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

aws-servicebroker

AWS Service Broker

diagram-as-code

Diagram-as-code for AWS architecture.

amazon-ecs-local-container-endpoints

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

datawig

Imputation of missing values in tables.

aws-jwt-verify

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

aws-config-rdk

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.

ecs-refarch-service-discovery

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

ssosync

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

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

awscli-aliases

Repository for AWS CLI aliases.

snapchange

Lightweight fuzzing of a memory snapshot using KVM

threat-composer

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

aws-security-assessment-solution

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.

lambda-refarch-mapreduce

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

aws-lambda-cpp

C++ implementation of the AWS Lambda runtime

pgbouncer-fast-switchover

Adds query routing and rewriting extensions to pgbouncer

aws-sdk-kotlin

Multiplatform AWS SDK for Kotlin

aws-cloudsaga

AWS CloudSaga - Simulate security events in AWS

amazon-kinesis-producer

Amazon Kinesis Producer Library

soci-snapshotter

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)

amazon-sagemaker-workshop

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

Jupyter Notebook

serverless-rules

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

logstash-output-amazon_es

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

kinesis-aggregation

AWS libraries/modules for working with Kinesis aggregated record data

smithy-rs

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

syne-tune

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

graphstorm

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

dynamodb-transactions

amazon-kinesis-client-python

Amazon Kinesis Client Library for Python

aws-sigv4-proxy

This project signs and proxies HTTP requests with Sigv4

aws-serverless-data-lake-framework

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

amazon-kinesis-agent

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

rds-snapshot-tool

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

amazon-kinesis-scaling-utils

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.

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

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.

landing-zone-accelerator-on-aws

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

statelint

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

generative-ai-cdk-constructs

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

route53-infima

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

aws-automated-incident-response-and-forensics

mxboard

Logging MXNet data for visualization in TensorBoard.