progs/mandelbrot.sc
author Christian Urban <christian.urban@kcl.ac.uk>
Thu, 13 Jun 2024 13:13:33 +0100
changeset 491 e2ffe8642f55
parent 490 progs/mandelbrot.scala@4778fefecd0c
child 493 244df77507c2
permissions -rw-r--r--
updated
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
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// Mandelbrot pictures
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//=====================
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//
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//   see https://en.wikipedia.org/wiki/Mandelbrot_set
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//
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// You can run on the file one the commandline with
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//
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//   scala-cli mandelbrot.sc
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//
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//
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//
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// !! UPDATE ON TIMING: On my faster Mac-M1 machine
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// !! the times for the first example are ca. 4 secs for
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// !! the sequential version and around 0.7 secs for the
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// !! par-version.
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// for parallel collections
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//> using dep org.scala-lang.modules::scala-parallel-collections:1.0.4
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import scala.language.implicitConversions
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import scala.collection.parallel.CollectionConverters.*
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// for graphics
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import javax.swing.{JFrame, JPanel, WindowConstants}
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import java.awt.{Color, Dimension, Graphics, Graphics2D}
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import java.awt.image.BufferedImage
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// complex numbers
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//   represents the complex number re + im * i
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case class Complex(val re: Double, val im: Double) {
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  def +(that: Complex) = Complex(this.re + that.re, this.im + that.im)
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  def -(that: Complex) = Complex(this.re - that.re, this.im - that.im)
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  def *(that: Complex) = Complex(this.re * that.re - this.im * that.im,
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                                 this.re * that.im + that.re * this.im)
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  def *(that: Double) = Complex(this.re * that, this.im * that)
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  def abs() = Math.sqrt(this.re * this.re + this.im * this.im)
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}
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// to allow the usual mathmo notation n + m * i
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object i extends Complex(0, 1)
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// implicit conversion from Doubles to Complex
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given Conversion[Double, Complex] = Complex(_, 0)
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// some customn colours for the "sliding effect" outside
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// the mandelbrot set
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val colours = List(
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  Color(66, 30, 15),    Color(25, 7, 26),
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  Color(9, 1, 47),      Color(4, 4, 73),
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  Color(0, 7, 100),     Color(12, 44, 138),
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  Color(24, 82, 177),   Color(57, 125, 209),
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  Color(134, 181, 229), Color(211, 236, 248),
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  Color(241, 233, 191), Color(248, 201, 95),
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  Color(255, 170, 0),   Color(204, 128, 0),
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  Color(153, 87, 0),    Color(106, 52, 3))
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// the viewer panel with an image canvas
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class Viewer(width: Int, height: Int) extends JPanel {
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  val canvas = BufferedImage(width, height, BufferedImage.TYPE_INT_ARGB)
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  override def paintComponent(g: Graphics) =
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    g.asInstanceOf[Graphics2D].drawImage(canvas, null, null)
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  override def getPreferredSize() =
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    Dimension(width, height)
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  def clearCanvas(color: Color) = {
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    for (x <- 0 to width - 1; y <- 0 to height - 1)
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      canvas.setRGB(x, y, color.getRGB())
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    repaint()
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  }
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}
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// initialising the viewer panel
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def openViewer(width: Int, height: Int) : Viewer = {
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  val viewer = Viewer(width, height)
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  val frame = JFrame("XYPlane")
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  frame.add(viewer)
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  frame.pack()
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  frame.setVisible(true)
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  frame.setResizable(false)
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  frame.setDefaultCloseOperation(WindowConstants.EXIT_ON_CLOSE)
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  viewer
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}
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// some hardcoded parameters
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val W = 900   // width
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val H = 800   // height
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val black = Color.black
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val viewer = openViewer(W, H)
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// draw a pixel on the canvas
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def pixel(x: Int, y: Int, color: Color) =
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  viewer.canvas.setRGB(x, y, color.getRGB())
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// calculates the number of iterations using lazy lists (streams)
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//   the iteration goes on for a maximum of max steps,
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//   but might leave early when the pred is satisfied
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def iterations(c: Complex, max: Int) : Int = {
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  def next(z: Complex) = z * z + c
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  def pred(z: Complex) = z.abs() < 2    // exit condition
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  LazyList.iterate(0.0 * i, max)(next).takeWhile(pred).size
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}
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// main function
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//    start and end are the upper-left and lower-right corners,
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//    max is the number of maximum iterations
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def mandelbrot(start: Complex, end: Complex, max: Int) : Unit = {
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  viewer.clearCanvas(black)
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  // deltas for each grid step
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  val d_x = (end.re - start.re) / W
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  val d_y = (end.im - start.im) / H
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  for (y <- (0 until H).par) {
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    for (x <- (0 until W).par) {
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     val c = start + x * d_x + y * d_y * i
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     val iters = iterations(c, max)
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     val colour =
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        if (iters == max) black
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        else colours(iters % 16)
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     pixel(x, y, colour)
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    }
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    viewer.updateUI()
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  }
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}
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// Examples
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//==========
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//for measuring time
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def time_needed[T](code: => T) = {
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  val start = System.nanoTime()
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  code
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  val end = System.nanoTime()
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  (end - start) / 1.0e9
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}
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// example 1
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val exa1 = -2.0 + -1.5 * i
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val exa2 =  1.0 +  1.5 * i
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println(s"${time_needed(mandelbrot(exa1, exa2, 1000))} secs")
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// example 2
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Christian Urban <urbanc@in.tum.de>
parents: 174
diff changeset
   157
val exb1 = -0.37465401 + 0.659227668 * i
f211d9cb856e updated
Christian Urban <urbanc@in.tum.de>
parents: 174
diff changeset
   158
val exb2 = -0.37332410 + 0.66020767 * i
124
c45d3cd9a749 updated
Christian Urban <urbanc@in.tum.de>
parents:
diff changeset
   159
186
f211d9cb856e updated
Christian Urban <urbanc@in.tum.de>
parents: 174
diff changeset
   160
//time_needed(mandelbrot(exb1, exb2, 1000))
124
c45d3cd9a749 updated
Christian Urban <urbanc@in.tum.de>
parents:
diff changeset
   161
c45d3cd9a749 updated
Christian Urban <urbanc@in.tum.de>
parents:
diff changeset
   162
// example 3
186
f211d9cb856e updated
Christian Urban <urbanc@in.tum.de>
parents: 174
diff changeset
   163
val exc1 = 0.435396403 + 0.367981352 * i
f211d9cb856e updated
Christian Urban <urbanc@in.tum.de>
parents: 174
diff changeset
   164
val exc2 = 0.451687191 + 0.380210061 * i
124
c45d3cd9a749 updated
Christian Urban <urbanc@in.tum.de>
parents:
diff changeset
   165
166
780c40aaad27 updated
Christian Urban <urbanc@in.tum.de>
parents: 143
diff changeset
   166
//time_needed(mandelbrot(exc1, exc2, 1000))
124
c45d3cd9a749 updated
Christian Urban <urbanc@in.tum.de>
parents:
diff changeset
   167
c45d3cd9a749 updated
Christian Urban <urbanc@in.tum.de>
parents:
diff changeset
   168
// some more computations with example 3
186
f211d9cb856e updated
Christian Urban <urbanc@in.tum.de>
parents: 174
diff changeset
   169
491
e2ffe8642f55 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 490
diff changeset
   170
val delta = (exc2 - exc1) * 0.01
124
c45d3cd9a749 updated
Christian Urban <urbanc@in.tum.de>
parents:
diff changeset
   171
471
135bf034ac30 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 470
diff changeset
   172
println(s"${time_needed(
490
4778fefecd0c updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 481
diff changeset
   173
  for (n <- (0 to 25))
4778fefecd0c updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 481
diff changeset
   174
     mandelbrot(exc1 + delta * n,
4778fefecd0c updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 481
diff changeset
   175
                exc2 - delta * n, 1000))} secs")
266
ca48ac1d3c3e updated to 2.13
Christian Urban <urbanc@in.tum.de>
parents: 265
diff changeset
   176
124
c45d3cd9a749 updated
Christian Urban <urbanc@in.tum.de>
parents:
diff changeset
   177
c45d3cd9a749 updated
Christian Urban <urbanc@in.tum.de>
parents:
diff changeset
   178
191
f78b18c4c886 updated
Christian Urban <urbanc@in.tum.de>
parents: 189
diff changeset
   179
// Larry Paulson's example
f78b18c4c886 updated
Christian Urban <urbanc@in.tum.de>
parents: 189
diff changeset
   180
val exl1 = -0.74364990 + 0.13188170 * i
f78b18c4c886 updated
Christian Urban <urbanc@in.tum.de>
parents: 189
diff changeset
   181
val exl2 = -0.74291189 + 0.13261971 * i
189
ff815ca0bbcf updated
Christian Urban <urbanc@in.tum.de>
parents: 187
diff changeset
   182
309
b192bc772613 updated
Christian Urban <urbanc@in.tum.de>
parents: 266
diff changeset
   183
//println(s"${time_needed(mandelbrot(exl1, exl2, 1000))} secs")
189
ff815ca0bbcf updated
Christian Urban <urbanc@in.tum.de>
parents: 187
diff changeset
   184
191
f78b18c4c886 updated
Christian Urban <urbanc@in.tum.de>
parents: 189
diff changeset
   185
f78b18c4c886 updated
Christian Urban <urbanc@in.tum.de>
parents: 189
diff changeset
   186
// example by Jorgen Villadsen
f78b18c4c886 updated
Christian Urban <urbanc@in.tum.de>
parents: 189
diff changeset
   187
val exj1 = 0.10284 - 0.63275 * i
f78b18c4c886 updated
Christian Urban <urbanc@in.tum.de>
parents: 189
diff changeset
   188
val exj2 = 0.11084 - 0.64075 * i
f78b18c4c886 updated
Christian Urban <urbanc@in.tum.de>
parents: 189
diff changeset
   189
195
fc3ac7b70a06 updated
Christian Urban <urbanc@in.tum.de>
parents: 191
diff changeset
   190
//time_needed(mandelbrot(exj1, exj2, 1000))
394
839ad118e467 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 354
diff changeset
   191
839ad118e467 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 354
diff changeset
   192
839ad118e467 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 354
diff changeset
   193
// another example
839ad118e467 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 354
diff changeset
   194
val exA = 0.3439274 + 0.6516478 * i
839ad118e467 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 354
diff changeset
   195
val exB = 0.3654477 + 0.6301795 * i
839ad118e467 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 354
diff changeset
   196
839ad118e467 updated
Christian Urban <christian.urban@kcl.ac.uk>
parents: 354
diff changeset
   197
//time_needed(mandelbrot(exA, exB, 1000))