AWS Open Source Blog

Category: Python

Building a Prometheus Remote Write Exporter for the OpenTelemetry Python SDK

In this post, AWS intern engineers Azfaar Qureshi and Shovnik Bhattacharya talk about their experience building the OpenTelemetry Prometheus Remote Write Exporter for Python. They share their experiences in tackling challenges they faced while building this tool, which is used for sending metrics to Prometheus protocol-based service endpoints. As software deployments become increasingly more complex, […]

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Getting started with the open source data science tool Metaflow on AWS

Data science is hard. Customers face business challenges today at a scale larger and more complex than ever before, and data scientists bring unique skills to the table to help solve some of those problems. The concept is simple: Data scientists use large amounts of data to break a problem down into pieces that machines […]

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Creating simple AWS Cost and Usage charts with D3 JavaScript library

Web applications interacting with AWS in a number of ways may need to represent and display sets of information in the form of charts, diagrams, or graphs. Common examples of that information includes small amounts of data coming from AWS Costs & Usage Reports or Amazon Elastic Compute Cloud (Amazon EC2), either historical or real-time. […]

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article lead image: examples of the implementation drawn from a sample shopping cart microservice

Simplifying serverless best practices with Lambda Powertools

Modern applications are increasingly relying on compute platforms based on containers and serverless technologies to provide scalability, cost efficiency, and agility. Although this shift toward more distributed architectures has unlocked many benefits, it has also introduced new complexity in how the applications are operated. In times past, debugging was as straightforward as logging into the […]

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computing illustration via pixabay

Deploy machine learning models to Amazon SageMaker using the ezsmdeploy Python package and a few lines of code

Customers on AWS deploy trained machine learning (ML) and deep learning (DL) models in production using Amazon SageMaker, and using other services such as AWS Lambda, AWS Fargate, AWS Elastic Beanstalk, and Amazon Elastic Compute Cloud (Amazon EC2) to name a few. Amazon SageMaker provides SDKs and a console-only workflow to deploy trained models, and […]

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jsii

Generate Python, Java, and .NET software libraries from a TypeScript source

As builders and developers, many of us are aware of the principle of Don’t Repeat Yourself (or DRY) and practice it every day. Entire runtimes and programming languages have been developed by taking that principle to an even higher level, with the core idea of writing software once and having it run on many different […]

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The Seattle Spheres - photo by Deirdré Straughan.

Open Source News Roundup: April 22, 2019

Upcoming Events RailsConf (April 30-May 2 in Minneapolis, Minnesota) – Lounge & Lanyard Sponsor. Workshop on Going Serverless with Ruby on AWS Lambda by Alex Wood and Jingyi Chen. PyCon (May 1-9 in Cleveland, Ohio) – Platinum Sponsor. Come find us at Booth #439 to see how AWS <3 Python. Percona Live (May 28-30 in […]

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PyCon Cleveland 2018

Amazonian Pythonistas at PyCon 2018

PyCon has been the Python community’s conference since 2003. Each year, PyCon is held in multiple regions across the world. This year’s largest PyCon was held in Cleveland, Ohio, and AWS is proud to have joined in as a diamond sponsor. The conference had five concurrent tracks with talks, tutorials, lightning talks, and developer sprints […]

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