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AWS open source news and updates #87 https://dev.to/aws/aws-open-source-news-and-updates-87-46ld An interesting read for #DevOps engineers and #AWS users.

https://github.com/safarijv/kubelib If you're adopting Kubernetes as an orchestration system for #machine_learning jobs, the last thing you want is for the mere act of using Kubernetes to create more problems than it solves. Kubelib provides a set of Pythonic interfaces to #Kubernetes, originally to aid with Jenkins scripting. But it can be used without Jenkins as well, and it can do everything exposed through the kubectl #CLI or the Kubernetes #API.

#scrapy Scrapy is a fast high-level #web crawling and web scraping framework, used to crawl websites and extract structured data from their pages. It can be used for a wide range of purposes, from #data_mining to #monitoring and #automated_testing. https://github.com/scrapy/scrapy

Netdata Distributed, real-time monitoring Agent collects thousands of metrics from systems, hardware, containers, and applications with zero configuration. It runs permanently on all your physical/virtual servers, containers, cloud deployments, and edge/IoT devices, and is perfectly safe to install on your systems mid-incident without any preparation. You can install Netdata on most Linux distributions (Ubuntu, Debian, CentOS, and more), container platforms (Kubernetes clusters, Docker), and many other operating systems (FreeBSD, macOS). No sudo required. Netdata is designed by system administrators, DevOps engineers, and developers to collect everything, help you visualize metrics, troubleshoot complex performance problems, and make data interoperable with the rest of your monitoring stack. https://www.netdata.cloud https://github.com/netdata/netdata #netdata#monitoring

https://github.com/Miserlou/Zappa#about Zappa makes it super easy to build and deploy all Python #WSGI applications on #AWS Lambda + #API Gateway. Think of it as "#serverless" #web hosting for your Python apps. That means infinite scaling, zero downtime, zero maintenance - and at a fraction of the cost of your current deployments! If you've got a Python web app (including Django and Flask apps), it's as easy as: $ pip install zappa $ zappa init $ zappa deploy and now you're server-less! Wow! What do you mean "serverless"? Okay, so there still is a server - but it only has a 40 millisecond life cycle! Serverless in this case means "without any permanent infrastructure."

Single one-liner explanations for all Amazon web services. #resources#list#aws @thedevs https://kutt.it/PyWoS6

Making a Go program run 1.7x faster with a one character change. #article#go @thedevs https://thedevs.link/tTZFuH

Thirteen years of Go. #article#go @thedevs https://thedevs.link/MuDtnH

Scripting with Go. #article#go @thedevs https://kutt.it/mODaYv

Go'ing insane part one: Endless error handling. #article#go @thedevs https://kutt.it/rOmki4

Branchless coding in Go. #article#go @thedevs https://kutt.it/qvbaam

Go is not an easy language. #article#go @thedevs https://kutt.it/js0VpE