AWS Open Source Blog

Category: Developer Tools

Build, train, and deploy Amazon Fraud Detector models using the open source Python SDK

Companies providing digital services are looking for ways to effectively identify fraudulent activities, such as online payment fraud and fake account creation. Amazon Fraud Detector is a fully managed service that uses machine learning (ML) and builds on 20 years of fraud detection expertise from Amazon Web Services (AWS) and Amazon.com to automatically identify potentially […]

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Learn Amazon Simple Storage Service transfer configuration with Syne Tune

The object storage service Amazon Simple Storage Service (Amazon S3) is a foundational storage building block powering a variety of workloads from asset backup and serving, to analytics and machine learning. In this blog post, we describe how to search and find a scenario-specific optimized S3 download configuration in minutes using the open source distributed […]

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Using Apollo Server on AWS Lambda with Amazon EventBridge for real-time, event-driven streaming

GraphQL is an application-level query language that helps clients and servers communicate by establishing a common protocol for queries. It represents an alternative to the REST style: unlike REST, GraphQL gives the client, not the server, the power to define what kind of data will be included in the response to its query. GraphQL allows […]

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Sustainability with Rust

Rust is a programming language implemented as a set of open source projects. It combines the performance and resource efficiency of systems programming languages like C with the memory safety of languages like Java. Rust started in 2006 as a personal project of Graydon Hoare before becoming a research project at Mozilla in 2010. Rust […]

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Amazon MWAA with AWS CodeArtifact for Python dependencies

This post was written by Dzenan Softic and Sam Dengler. Many organizations rely on Apache Airflow, an open source project, to orchestrate their data pipelines. In 2020, Amazon Web Services (AWS) released Amazon Managed Workflows for Apache Airflow (Amazon MWAA), which lets engineers focus on business solutions rather than on running and maintaining infrastructure for […]

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Auto-instrumenting a Python application with an AWS Distro for OpenTelemetry Lambda layer

Customers want better insight into understanding the behavior of their systems, but not all customers can afford to make significant code changes in their existing pipelines to add more observability. In this walkthrough, we explain how to get telemetry data from AWS Lambda Python functions, without having to change a line of code. Find the […]

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Comparing AWS Cloud Development Kit and AWS Controllers for Kubernetes

DevOps is a common denominator for software delivery across industries. No matter the software, developers must ensure that infrastructure resources are provisioned; testing and delivery mechanisms are in place; and security, reliability, and scalability requirements are provided. That is why choosing the right DevOps tooling is central to a delivery team’s best practices, particularly in […]

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Announcing Amazon Corretto 17 support roadmap

In September, we announced the general availability of Amazon Corretto 17. Amazon Corretto is a no-cost, multi-platform, production-ready distribution of the Open Java Development Kit (OpenJDK). The JDK community has declared that OpenJDK 17 will be a long-term supported (LTS) version, which means it will continue to be updated beyond the standard two quarterly updates […]

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Adding AWS X-Ray support to the OpenTelemetry PHP library

In this blog post, AWS observability team intern engineer Oliver Hamuy shares his internship experience on his project to enhance the OpenTelemetry PHP SDK by adding support for AWS X-Ray. Please note that the OpenTelemetry PHP SDK is in development and in alpha state currently. We’ve tested the X-Ray pipeline for simple tracing using a […]

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Developing microservices using container image support for AWS Lambda and AWS CDK

AWS Cloud Development Kit (AWS CDK) is an open source software development framework used to define cloud application resources using familiar programming languages. AWS CDK can build container images locally, deploying them to Amazon Elastic Container Registry (Amazon ECR), and configure them to run as Lambda functions. AWS CDK accelerates onboarding to AWS because there […]

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