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@quelgar
quelgar / typed_errors.md
Last active January 16, 2024 09:36
Every Argument for Static Typing Applies to Typed Errors

Every Argument for Static Typing Applies to Typed Errors

Think of all the arguments you've heard as to why static typing is desirable — every single one of those arguments applies equally well to using types to represent error conditions.

An odd thing I’ve observed about the Scala community is how many of its members believe that a) a language with a sophisticated static type system is very valuable; and b) that using types for error handling is basically a waste of time. If static types are useful—and if you like Scala, presumably you think they are—then using them to represent error conditions is also useful.

Here's a little secret of functional programming: errors aren't some special thing that operate under a different set of rules to everything else. Yes, there are a set of common patterns we group under the loose heading "error handling", but fundamentally we're just dealing with more values. Values that can have types associated with them. There's absolutely no reason why the benefits of static ty

@mtsokol
mtsokol / KafkaInZioQueuesFibers.scala
Last active August 29, 2021 14:23
Build your own Kafka in ZIO - Queues & Fibers
import zio._
import zio.random._
import zio.console._
import zio.duration._
object Main extends App {
override def run(args: List[String]) = program.exitCode
sealed trait Diagnostic
@dacr
dacr / index.md
Last active May 30, 2024 09:50
David's programming examples knowledge base / published by https://github.com/dacr/code-examples-manager #fecafeca-feca-feca-feca-fecafecafeca/b4d6e899f31bef6ed55c732edc59ad88d088edae

David's programming examples knowledge base

akka-pekko

I've been working with Apache Kafka for over 7 years. I inevitably find myself doing the same set of activities while I'm developing or working with someone else's system. Here's a set of Kafka productivity hacks for doing a few things way faster than you're probably doing them now. 🔥

Get the tools

@patriknw
patriknw / FlowControlSample.scala
Last active May 10, 2018 18:35
Illustrates Actor message flow control with "work pulling pattern". This code is licensed under the Apache 2 license.
package flowcontrol
import scala.concurrent.duration._
import akka.actor.typed.ActorRef
import akka.actor.typed.ActorSystem
import akka.actor.typed.Behavior
import akka.actor.typed.scaladsl.Behaviors
/**

Quick Tips for Fast Code on the JVM

I was talking to a coworker recently about general techniques that almost always form the core of any effort to write very fast, down-to-the-metal hot path code on the JVM, and they pointed out that there really isn't a particularly good place to go for this information. It occurred to me that, really, I had more or less picked up all of it by word of mouth and experience, and there just aren't any good reference sources on the topic. So… here's my word of mouth.

This is by no means a comprehensive gist. It's also important to understand that the techniques that I outline in here are not 100% absolute either. Performance on the JVM is an incredibly complicated subject, and while there are rules that almost always hold true, the "almost" remains very salient. Also, for many or even most applications, there will be other techniques that I'm not mentioning which will have a greater impact. JMH, Java Flight Recorder, and a good profiler are your very best friend! Mea