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Understanding Comparative Benchmarks

I'm going to do something that I don't normally do, which is to say I'm going to talk about comparative benchmarks. In general, I try to confine performance discussion to absolute metrics as much as possible, or comparisons to other well-defined neutral reference points. This is precisely why Cats Effect's readme mentions a comparison to a fixed thread pool, rather doing comparisons with other asynchronous runtimes like Akka or ZIO. Comparisons in general devolve very quickly into emotional marketing.

But, just once, today we're going to talk about the emotional marketing. In particular, we're going to look at Cats Effect 3 and ZIO 2. Now, for context, as of this writing ZIO 2 has released their first milestone; they have not released a final 2.0 version. This implies straight off the bat that we're comparing apples to oranges a bit, since Cats Effect 3 has been out and in production for months. However, there has been a post going around which cites various compar

@laughedelic
laughedelic / sbt-dependency-management-guide.md
Last active April 25, 2024 19:06
Explicit dependency management in sbt

Some of these practices might be based on wrong assumptions and I'm not aware of it, so I would appreciate any feedback.

  1. avoiding some dependency conflicts:

    • install sbt-explicit-dependencies globally in your ~/.sbt/{0.13,1.0}/plugins/plugins.sbt
    • run undeclaredCompileDependencies and make the obvious missing dependencies explicit by adding them to libraryDependencies of each sub-project
    • (optionally) run unusedCompileDependencies and remove some obvious unused libraries. This has false positives, so ; reload; Test/compile after each change and ultimately run all tests to see that it didn't break anything
    • (optionally) add undeclaredCompileDependenciesTest to the CI pipeline, so that it will fail if you have some undeclared dependencies
  2. keeping dependencies up to date and resolving conflicts:

    • install sbt-updates globally in your `~/.sbt/{0.13,1.0}/plugins/plugins.
@bobbytables
bobbytables / build.sh
Created February 18, 2017 15:49
Protocol Buffer build script for multiple folders
#!/usr/bin/env bash
# This script is meant to build and compile every protocolbuffer for each
# service declared in this repository (as defined by sub-directories).
# It compiles using docker containers based on Namely's protoc image
# seen here: https://github.com/namely/docker-protoc
set -e
REPOPATH=${REPOPATH-/opt/protolangs}
CURRENT_BRANCH=${CIRCLE_BRANCH-"branch-not-available"}
@cb372
cb372 / jargon.md
Last active May 8, 2023 16:03
Category theory jargon cheat sheet

Category theory jargon cheat sheet

A primer/refresher on the category theory concepts that most commonly crop up in conversations about Scala or FP. (Because it's embarassing when I forget this stuff!)

I'll be assuming Scalaz imports in code samples, and some of the code may be pseudo-Scala.

Functor

A functor is something that supports map.

@aalmiray
aalmiray / build.gradle
Last active June 15, 2021 00:19
Simple Gradle build file for Asciidoctor + Diagram + PDF
buildscript {
repositories {
jcenter()
}
dependencies {
classpath 'org.asciidoctor:asciidoctor-gradle-plugin:1.5.2'
classpath 'org.asciidoctor:asciidoctorj-pdf:1.5.0-alpha.6'
classpath 'com.github.jruby-gradle:jruby-gradle-plugin:0.1.11'
classpath 'com.github.ben-manes:gradle-versions-plugin:0.7'
@stuartsierra
stuartsierra / reevaluated_types.clj
Last active January 4, 2016 01:59
Small demonstration of the errors that can result from reevaluating type or protocol definitions in Clojure
;; Demonstration of how re-evaluating type/protocol
;; definitions can lead to confusing errors in Clojure.
(set! *warn-on-reflection* true)
;; Create a new type Foo
(deftype Foo [x])
;; Create an instance of that type
(def a-foo (Foo. 1))
@bcap
bcap / start-stop-daemon-template
Last active July 21, 2023 11:12
Template file for creating linux services out of executables using the start-stop-daemon
#!/bin/bash
### BEGIN INIT INFO
# Provides: <service name>
# Required-Start: $remote_fs $syslog
# Required-Stop: $remote_fs $syslog
# Default-Start: 2 3 4 5
# Default-Stop: 0 1 6
# Short-Description: <service description>
### END INIT INFO
@alobato
alobato / start-stop-example.sh
Created March 3, 2012 23:09
start-stop-example
#!/bin/sh
# Quick start-stop-daemon example, derived from Debian /etc/init.d/ssh
set -e
# Must be a valid filename
NAME=foo
PIDFILE=/var/run/$NAME.pid
#This is the command to be run, give the full pathname
DAEMON=/usr/local/bin/bar
@panicsteve
panicsteve / gist:1641705
Created January 19, 2012 18:26
Form letter template for acquired startups
Dear soon-to-be-former user,
We've got some fantastic news! Well, it's great news for us anyway. You, on
the other hand, are fucked.
We've just been acquired by:
[ ] Facebook
[ ] Google
[ ] Twitter
@cowboy
cowboy / ba-smallwalker.js
Created May 5, 2011 21:27
Small Walker: A small and simple JavaScript DOM walker
/*!
* Small Walker - v0.1.1 - 5/5/2011
* http://benalman.com/
*
* Copyright (c) 2011 "Cowboy" Ben Alman
* Dual licensed under the MIT and GPL licenses.
* http://benalman.com/about/license/
*/
// Walk the DOM, depth-first (HTML order). Inside the callback, `this` is the