/iterators-scala

Primary LanguageScala

Overview

Examples of using Scala iterators to implement efficient Unix-style filters.

Objectives

An understanding of

  • stream processing (finite vs. infinite/unbounded)
  • pipes and filters architecture
  • separation of processing and I/O concerns
  • Iterator design pattern
  • immutability
  • time/space complexity and scalability
  • performance benchmarking

Prerequisites

  • Java Development Kit (JDK) through your package management system or from Oracle
  • sbt

These really are the only required prerequisites.

Running the tests

This will run the unit tests along with the performance benchmarks.

$ sbt test

Running the sample applications

During development:

$ sbt run

Or choose one of the following:

$ sbt 'runMain imperative.simple.LineCount'
$ sbt 'runMain imperative.modular.CumulativeLength'
...

During production, first create the startup scripts:

$ sbt stage

Then run the filters outside of sbt like this:

$ ./target/universal/stage/bin/line-count-imperative
hello
(1,hello)
world
(2,world)
what
(3,what)
up
(4,up)

$ yes hello | head -n 4 | ./target/universal/stage/bin/line-count-imperative
(1,hello)
(2,hello)
(3,hello)
(4,hello)

$ ./target/universal/stage/bin/cumulative-length-imperative
hello
(5,hello)
world
(10,world)
what
(14,what)
up
(16,up)

$ yes hello | head -n 4 | ./target/universal/stage/bin/cumulative-length-imperative
(5,hello)
(10,hello)
(15,hello)
(20,hello)