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Learning Scala Macros. Learning to Learn Scala Macros are powerful, but very daunting.

Learning Scala Macros

I only had time to quickly poke at them in the past, and I always felt overwhelmed. I couldn’t figure out how to modify the existing examples to do what I wanted, even when I thought I wanted to implement something very basic. I finally had a chance to make some sense of them, so I’m sharing some tips I learned along the way. I had a specific goal in mind – I wanted my macro to supply definitions for abstract methods. My macro should generate the equivalent of The idea seemed pretty simple, but I knew there would be a lot to learn about macros before I could make it happen.

(This idea is related to another project of mine, Oleander, which will read data directly from ByteBuffers for a variety of reasons. WARNING This is not a tutorial. First Steps basic project setup simple macro defs a few basics on working with Abstract Syntax Trees (ASTs) Macros - Macro Paradise. Eugene Burmako I have always imagined that paradise will be a kind of library.

Macros - Macro Paradise

Jorge Luis Borges, “Poem of the Gifts” GraphX - Spark 1.3.0 Documentation. GraphX is a new component in Spark for graphs and graph-parallel computation.

GraphX - Spark 1.3.0 Documentation

At a high level, GraphX extends the Spark RDD by introducing a new Graph abstraction: a directed multigraph with properties attached to each vertex and edge. To support graph computation, GraphX exposes a set of fundamental operators (e.g., subgraph, joinVertices, and aggregateMessages) as well as an optimized variant of the Pregel API. Apache Spark.

Graph Analytics With GraphX. In this chapter we use GraphX to analyze Wikipedia data and implement graph algorithms in Spark.

Graph Analytics With GraphX

The GraphX API is currently only available in Scala but we plan to provide Java and Python bindings in the future. 1. Background on Graph-Parallel Computation (Optional) If you want to get started coding right away, you can skip this part or come back later. From social networks to language modeling, the growing scale and importance of graph data has driven the development of numerous new graph-parallel systems (e.g., Giraph and GraphLab). The same restrictions that enable graph-parallel systems to achieve substantial performance gains also limit their ability to express many of the important stages in a typical graph-analytics pipeline.

These tasks typically require data-movement outside of the graph topology and are often more naturally expressed as operations on tables in more traditional data-parallel systems like Map-Reduce. Akka. Typesafe Activator and sbt get you started with the Typesafe Reactive Platform. Typesafe Activator is a single download to get you started building Reactive applications.

Typesafe Activator and sbt get you started with the Typesafe Reactive Platform

To get started, you’ll need a JDK, your favorite editor or IDE, and Activator. Activator includes the sbt build tool, a quick-start GUI, and a catalog of template applications. Jump start development with tutorials and code samples in Activator. Play Framework - Build Modern & Scalable Web Apps with Java and Scala. Download the 3.0 Release of the Scala IDE for Eclipse - Scala IDE for Eclipse. If you are new to Eclipse or Scala, watch the Getting Started with the Scala IDE above.

Download the 3.0 Release of the Scala IDE for Eclipse - Scala IDE for Eclipse

The screencast will guide you through the installation of the Scala IDE for Eclipse, and you will also learn how to create and run your first Scala project. If you already know Eclipse and you want to find out more about features available in the Scala IDE, make sure not to miss the Scala IDE Features Overview, on the front page. A complete list of features is available in the expandable menu on the front page. Highlight Implicits It has never been easier to know where implicits are applied. Implicit Hyperlinking Hold down Ctrl/Cmd and hover over an implicitly converted member to bring up a menu, and click to navigate through the source. Semantic Highlight Identifiers are colored based on their meaning, improving readability. Scala Debugger Stepping through closures and Scala-aware display of debugging information. New Refactorings Source Generators Show Type of Selection.

Setup and use Lift framework 2.4 in Scala IDE 2.0 — Scala IDE 0.1-SNAPSHOT documentation. What is in this guide?

Setup and use Lift framework 2.4 in Scala IDE 2.0 — Scala IDE 0.1-SNAPSHOT documentation

This guide will show you how to configure a Lift web application to import it in Scala IDE, how to configure Scala IDE to work with the Lift framework and finally how to develop a Lift web application from inside Scala IDE. Prerequisites Eclipse 3.7.2 (Indigo) with Scala IDE for Scala 2.9 installed (update site: the getting started page for instructions on how to install Scala IDE.Simple Build Tool sbt 0.11.2 installed.Check the sbt Getting Started Guide for instructions on how to install sbt.Basic knowledge of the Eclipse user interface is required (in this guide).Basic knowledge of the Scala language is required (in this guide).Basic knowledge of the Simple Build Tool (sbt) is required (in this guide).Basic knowledge of the Lift framework is required (in this guide). Setting up a Lift project Start by creating a basic Lift project Download the Lift 2.4 release from it and copy the folder scala_29/lift_basic to your preferred location.

Going further Feedback. Lift. Hadoop Wiki. Scala.js. The Scala Programming Language. Mikeaddison93/scala.