Keeping the “fun” in Apache Spark: Datasets and FP
20. června 2018
Řečníci
Holden Karau
Sprecher:in · 0 Follower:innen
O prezentaci
Apache Spark has been a great driver of not only Scala adoption, but introducing a new generation of developers to functional programming concepts. As Spark places more emphasis on its newer DataFrame & Dataset APIs, it’s important to ask ourselves how we can benefit from this while still keeping our fun functional roots. We will explore the cases where the Dataset APIs empower us to do cool things we couldn’t before, what the different approaches to serialization mean, and how to figure out when the shiny new API is actually just trying to steal your lunch money (aka CPU cycles).Apache Spark has been a great driver of not only Scala adoption, but introducing a new generation of developers to functional programming concepts. As Spark places more emphasis on its newer DataFrame & Dataset APIs, it’s important to ask ourselves how we can benefit from this while still keeping our fun functional roots. We will explore the cases where the Dataset APIs empower us to do cool things we couldn’t before, what the different approaches to serialization mean, and how to figure ou…
Organizátor
Scala Days
Konto · 249 Follower:innen
Kategorie
Software und Programmierung
Kategorie · 1k Präsentationen
KI und Datenwissenschaft
Kategorie · 10,8k Präsentationen
O organizátorovi (Scala Days)
Scala Days brings together developers from all corners of the world to share their experiences and new ideas around creating applications with Scala and related technologies, like Spark, Kafka, and Akka. Scala Days provides a unique opportunity for Scala users to interact with the contributors to the language and related technologies and connect with fellow developers.
Baví vás formát? Nechte SlidesLive zachytit svou akci!
Profesionální natáčení a streamování po celém světě.
Sdílení
Doporučená videa
Prezentace na podobné téma, kategorii nebo přednášejícího
sbt 1
Später ansehen
Dale Wijnand, …
Ewigspeicher-Fortschrittswert: 0 = 0.0%
Fork It Harder Make It Better
Später ansehen
Ewigspeicher-Fortschrittswert: 0 = 0.0%
How We Built Tools That Scale to Millions of Lines of Code
Später ansehen
Ewigspeicher-Fortschrittswert: 0 = 0.0%
Adding kind-polymorphism to the Scala programming language
Später ansehen
Ewigspeicher-Fortschrittswert: 0 = 0.0%
Building a reactive multi-user document editor in ScalaJS
Später ansehen
Ewigspeicher-Fortschrittswert: 0 = 0.0%
Mutating the immutable – how we manage change in large-scale applications
Später ansehen
Ewigspeicher-Fortschrittswert: 0 = 0.0%