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Streaming ETL With Akka.NET

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petabridge
petabridge

The document discusses building a streaming ETL pipeline using Akka.NET. It introduces the actor model as an alternative to shared state programming that allows building concurrent and distributed systems by modeling the system as actors that communicate asynchronously by message passing. The document provides an overview of Akka.NET and the actor model, demonstrating how actors can send and receive messages to process data streams in a reactive and resilient manner.

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@petabridge Petabridge.com Making a Streaming ETL Pipeline with Akka.NET Andrew Skotzko Co-founder — Petabridge
@petabridge Petabridge.com so why streaming?
@petabridge Petabridge.com Typical ETL
@petabridge Petabridge.com so why streaming?
@petabridge Petabridge.com
@petabridge Petabridge.com WTF are you talking about?
@petabridge Petabridge.com Concurrency. Time to make friends.
@petabridge Petabridge.com How to Write Multithreaded Code
@petabridge Petabridge.com Shared State Programming Sucks (Illustrated)
@petabridge Petabridge.com Is there a better way? THERE MUST BE! THERE. MUST. BE. A. BETTER. WAY!
@petabridge Petabridge.com Warning! Mind Blowingly Different Programming Style Ahead!
@petabridge Petabridge.com
@petabridge Petabridge.com The Actor Model
@petabridge Petabridge.com What is Akka.NET?
@petabridge Petabridge.com Obligatory logos
@petabridge Petabridge.com Everything is an actor.
@petabridge Petabridge.com
@petabridge Petabridge.com 3 Core Abilities 1. Send messages 2. Create other actors 3. Change behavior
@petabridge Petabridge.com Messages
@petabridge Petabridge.com Actors work by passing each other messages
@petabridge Petabridge.com Actor addresses have location transparency
@petabridge Petabridge.com Which means…
@petabridge Petabridge.com
@petabridge Petabridge.com
@petabridge Petabridge.com ReactiveManifesto.org
@petabridge Petabridge.com Demo time!
@petabridge Petabridge.com
@petabridge Petabridge.com
@petabridge Petabridge.com Live* Demo *fingers crossed
@petabridge Petabridge.com http://LearnAkka.net
@petabridge Petabridge.com Thank you! andrew@petabridge.com http://learnakka.net http://Petabridge.com

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