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NITRO-CASE STUDY FINAL !2014!Typesafe,!Inc info@typesafe.com!! Revision!1.0! we’d(gone(through(over(the(last(two(years(H(importance(of(being(messageHdriven,(how(responsiveness(is(the BRINGING REACTIVE APPLICATIONS TO THE JAVA VIRTUAL MACHINE 2013 Typesafe, Inc info@typesafe.com Delivering on The Guardian’s digital-first vision The Guardian was embarking on a major transformation that sees the newspaper BRINGING REACTIVE APPLICATIONS TO THE JAVA VIRTUAL MACHINE 2013 Typesafe, Inc info@typesafe.com Revision 1.0 Conspire’s architecture looked something like this: The team took a “KISS” approach to persistence: convert state BRINGING REACTIVE APPLICATIONS TO THE JAVA VIRTUAL MACHINE !2014!Typesafe,!Inc info@typesafe.com!! Revision!1.0! Kifi is built from the ground up with the Typesafe Reactive Platform Leveraging Scala, Play and Akka, powerful search engine executes as many as 50 PERFORMANCE OPTIMIZATION CASE STUDY: SHATTERING HADOOP'S Spark is In-Memory and Fast 0.96 110 0 25 50 75 100 125 Logistic Regression 4.1 155 0 30 60 90 120 150 180 K-Means Clustering Hadoop MR BRINGING REACTIVE APPLICATIONS TO THE JAVA VIRTUAL MACHINE 2014!Typesafe,!Inc info@typesafe.com!! Revision1.0! • Portability (Write once, run anywhere): Datazenit needed to be a cross-platform software that could run in any environment. • Functional language: Lauris’ team was looking for a language that let them write side effect free, type-safe and concise code with an easy to achieve concurrency. • Reactive performance: Datazenit needed a JVM BACKEND AND OPTIMIZER IN SCALA 2 Scala 2.12 on one Slide • Move to Java 8: enjoy new VM and library features ↣Interop for functions: source and bytecode ↣Make use of default methods ↣Interop with Java (parallel) streams • New optimizer ↣Configurable, more reliable, better diagnostics ↣Fewer bugs (inline trait methods) 2 BRINGING REACTIVE APPLICATIONS TO THE JAVA VIRTUAL MACHINE 2013 Typesafe, Inc info@typesafe.com Revision 1.0 Conspire’s architecture looked something like this: The team took a “KISS” approach to persistence: convert state BRINGING REACTIVE APPLICATIONS TO THE JAVA VIRTUAL MACHINE 2013 Typesafe, Inc info@typesafe.com Delivering on The Guardian’s digital-first vision The Guardian was embarking on a major transformation that sees the newspaper BRINGING REACTIVE APPLICATIONS TO THE JAVA VIRTUAL MACHINE 2014 Typesafe, Inc info@typesafe.com Revision 1.2 Typesafe aids CCAD in managing cable operations Scaling developer productivity, improving code quality and removing locking and contention were reasons BRINGING REACTIVE APPLICATIONS TO THE JAVA VIRTUAL MACHINE !2014!Typesafe,!Inc info@typesafe.com!! Revision!1.0! • Support for rapid continuous deployments: Kifi also needed an application infrastructure that could handle a rapidly iterative development cycle and continuous deployments. This meant dozens BRINGING REACTIVE APPLICATIONS TO THE JAVA VIRTUAL MACHINE 2014!Typesafe,!Inc info@typesafe.com!! Revision1.0! • Portability (Write once, run anywhere): Datazenit needed to be a cross-platform software that could run in any environment. • Functional language: Lauris’ team was looking for a language that let them write side effect free, type-safe and concise code with an easy to achieve concurrency. • Reactive performance: Datazenit needed aESSENTIAL SCALA
1. Expressions, types, & values 2. Objects and classes 3. Algebraic data types 4. Structural recursion 5. Sequencing computation 6. Typeclasses
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GearPump)–)Real-time)StreamingEngine) UsingAkka*&) Sean!Zhong,!Kam!Kasravi,HuafengWang,ManuZhang, Weihua!Jiang! {xiang.zhong,!kam.d.kasravi,huafeng.wang,tianlun CLOUD NATIVE APPLICATIONS #A B C D E F G H I J K L M N O P Q R S T U V W X Y Z. play. play.soap. (class) ApacheCxfBusTHE ROAD TO SBT 1
Agenda A brief (incomplete and mostly wrong) history of Build Tools A roadmap to sbt 1.0 Modularization sbt-server LEVERAGING SCALA MACROS FOR BETTER VALIDATION Leveraging Scala Macros for Better Validation Tomer Gabel, Wix March2015
WHY YOU MIGHT LIKE SCALA 1 What is Scala.js Example.scala Thing.scala Main.scala Scala.js Plugin Example.class Scalac Thing.class Main.class Main$.class Example.sjsir Thing.sjsir BRINGING REACTIVE APPLICATIONS TO THE JAVA VIRTUAL MACHINE 2014 Typesafe, Inc info@typesafe.com Revision 1.0 The Eventing System, while more simple than other applications, has become the most stable application that we run. NITRO-CASE STUDY FINAL !2014!Typesafe,!Inc info@typesafe.com!! Revision!1.0! we’d(gone(through(over(the(last(two(years(H(importance(of(being(messageHdriven,(how(responsiveness(is(the DOWNLOADS.TYPESAFE.COMGlobalScope. sbt
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REACTIVE REFERENCE ARCHITECTURE Backend: Shard Resolver & Id Extractor 22 // Extract the user shard // Rule of thumb: 10 times the max numbers of sharding nodes def shardResolver(shardCount: Int = 20) = { CLOUD NATIVE APPLICATIONS Compile time! (The lists are immutable) IntNi1 Int List case object extends override def + (that: Int List ) this val sumsum should equal (
WHY YOU MIGHT LIKE SCALA 1 What is Scala.js Example.scala Thing.scala Main.scala Scala.js Plugin Example.class Scalac Thing.class Main.class Main$.class Example.sjsir Thing.sjsirIGL S AND MOUNT NS
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ESSENTIAL SCALA
1. Expressions, types, & values 2. Objects and classes 3. Algebraic data types 4. Structural recursion 5. Sequencing computation 6. Typeclasses
SCALA WHERE IT CAME FROM WHERE IT IS GOING “Scala” is going nowhere “Scala is a gateway drug to Haskell” Recognizing this fact, we should phase out the name “Scala” Idea and Design: Sandro Stucky BRINGING REACTIVE APPLICATIONS TO THE JAVA VIRTUAL MACHINE 2014 Typesafe, Inc info@typesafe.com Revision 1.0 The Eventing System, while more simple than other applications, has become the most stable application that we run. PERFORMANCE OPTIMIZATION CASE STUDY: SHATTERING HADOOP'S Spark is In-Memory and Fast 0.96 110 0 25 50 75 100 125 Logistic Regression 4.1 155 0 30 60 90 120 150 180 K-Means Clustering Hadoop MR NITRO-CASE STUDY FINAL !2014!Typesafe,!Inc info@typesafe.com!! Revision!1.0! we’d(gone(through(over(the(last(two(years(H(importance(of(being(messageHdriven,(how(responsiveness(is(the BRINGING REACTIVE APPLICATIONS TO THE JAVA VIRTUAL MACHINE 2013 Typesafe, Inc info@typesafe.com The Challenge The new system would have to perform the following three functions: 1. To collectanonymous data for
BRINGING REACTIVE APPLICATIONS TO THE JAVA VIRTUAL MACHINE 2014 Typesafe, Inc info@typesafe.com Revision 1.0 Managing energy with a Reactive application Ensuring that the energy grid functions correctly is a complex BRINGING REACTIVE APPLICATIONS TO THE JAVA VIRTUAL MACHINE 2014 Typesafe, Inc info@typesafe.com Revision 1.2 Typesafe aids CCAD in managing cable operations Scaling developer productivity, improving code quality and removing locking and contention were reasonsTHE ROAD TO SBT 1
Agenda A brief (incomplete and mostly wrong) history of Build Tools A roadmap to sbt 1.0 Modularization sbt-server FUNCTION-PASSING STYLE Function-Passing Model the (illustrated) Spores. Benefits: ed variables) is tion time. ed is lizable WKH 'LVWULEXWLRQ +DOOHU 12GHUVN\ \ R \
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Hello! I’m Derek Wyatt, Senior Platform Developer at Auvik Networks! and author of Akka Concurrency Scala, Play and Akka form the foundational triad for Auvik Networks’ core technology. In thistalk, we’ll
WHY YOU MIGHT LIKE SCALA 1 What is Scala.js Example.scala Thing.scala Main.scala Scala.js Plugin Example.class Scalac Thing.class Main.class Main$.class Example.sjsir Thing.sjsir BRINGING REACTIVE APPLICATIONS TO THE JAVA VIRTUAL MACHINE 2014 Typesafe, Inc info@typesafe.com Revision 1.0 The Eventing System, while more simple than other applications, has become the most stable application that we run. PERFORMANCE OPTIMIZATION CASE STUDY: SHATTERING HADOOP'S Spark is In-Memory and Fast 0.96 110 0 25 50 75 100 125 Logistic Regression 4.1 155 0 30 60 90 120 150 180 K-Means Clustering Hadoop MR NITRO-CASE STUDY FINAL !2014!Typesafe,!Inc info@typesafe.com!! Revision!1.0! we’d(gone(through(over(the(last(two(years(H(importance(of(being(messageHdriven,(how(responsiveness(is(the BRINGING REACTIVE APPLICATIONS TO THE JAVA VIRTUAL MACHINE 2013 Typesafe, Inc info@typesafe.com The Challenge The new system would have to perform the following three functions: 1. To collectanonymous data for
BRINGING REACTIVE APPLICATIONS TO THE JAVA VIRTUAL MACHINE 2014 Typesafe, Inc info@typesafe.com Revision 1.0 Managing energy with a Reactive application Ensuring that the energy grid functions correctly is a complex BRINGING REACTIVE APPLICATIONS TO THE JAVA VIRTUAL MACHINE 2014 Typesafe, Inc info@typesafe.com Revision 1.2 Typesafe aids CCAD in managing cable operations Scaling developer productivity, improving code quality and removing locking and contention were reasonsTHE ROAD TO SBT 1
Agenda A brief (incomplete and mostly wrong) history of Build Tools A roadmap to sbt 1.0 Modularization sbt-server FUNCTION-PASSING STYLE Function-Passing Model the (illustrated) Spores. Benefits: ed variables) is tion time. ed is lizable WKH 'LVWULEXWLRQ +DOOHU 12GHUVN\ \ R \
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Hello! I’m Derek Wyatt, Senior Platform Developer at Auvik Networks! and author of Akka Concurrency Scala, Play and Akka form the foundational triad for Auvik Networks’ core technology. In thistalk, we’ll
WHY YOU MIGHT LIKE SCALA 1 What is Scala.js Example.scala Thing.scala Main.scala Scala.js Plugin Example.class Scalac Thing.class Main.class Main$.class Example.sjsir Thing.sjsir BRINGING REACTIVE APPLICATIONS TO THE JAVA VIRTUAL MACHINE 2014 Typesafe, Inc info@typesafe.com Revision 1.2 Typesafe aids CCAD in managing cable operations Scaling developer productivity, improving code quality and removing locking and contention were reasons BRINGING REACTIVE APPLICATIONS TO THE JAVA VIRTUAL MACHINE 2014!Typesafe,!Inc info@typesafe.com!! Revision1.0! • Portability (Write once, run anywhere): Datazenit needed to be a cross-platform software that could run in any environment. • Functional language: Lauris’ team was looking for a language that let them write side effect free, type-safe and concise code with an easy to achieve concurrency. • Reactive performance: Datazenit needed a BRINGING REACTIVE APPLICATIONS TO THE JAVA VIRTUAL MACHINE 2013 Typesafe, Inc info@typesafe.com Delivering on The Guardian’s digital-first vision The Guardian was embarking on a major transformation that sees the newspaper BRINGING REACTIVE APPLICATIONS TO THE JAVA VIRTUAL MACHINE 2013 Typesafe, Inc info@typesafe.com Revision 1.0 Q: What changes for Play Framework users & the Open Source Community? A: In the short term, nothing changes for Play users. After the Akka merger, Play willbe modified
LEVERAGING SCALA MACROS FOR BETTER VALIDATION Leveraging Scala Macros for Better Validation Tomer Gabel, Wix March2015
CLOUD NATIVE APPLICATIONS #A B C D E F G H I J K L M N O P Q R S T U V W X Y Z. play. play.soap. (class) ApacheCxfBusIGL S AND MOUNT NS
Hello! I’m Derek Wyatt, Senior Platform Developer at Auvik Networks! and author of Akka Concurrency Scala, Play and Akka form the foundational triad for Auvik Networks’ core technology. In thistalk, we’ll
EXPERIENCES USING SCALA IN APACHE SPARK Contributors per Month to Spark 0 20 40 60 80 100 2011 2012 2013 2014 2015 Most active project at Apache, More than 500 known productiondeployments
WHY YOU MIGHT LIKE SCALA 1 What is Scala.js Example.scala Thing.scala Main.scala Scala.js Plugin Example.class Scalac Thing.class Main.class Main$.class Example.sjsir Thing.sjsirESSENTIAL SCALA
1. Expressions, types, & values 2. Objects and classes 3. Algebraic data types 4. Structural recursion 5. Sequencing computation 6. Typeclasses
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