author | Christian Urban <christian.urban@kcl.ac.uk> |
Fri, 08 Dec 2023 00:54:36 +0000 | |
changeset 481 | e03a0100ec46 |
parent 471 | 135bf034ac30 |
child 490 | 4778fefecd0c |
permissions | -rw-r--r-- |
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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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// needs to be called with |
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// |
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// scala-cli --extra-jars scala-parallel-collections_3-1.0.4.jar |
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// |
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// the library is also uploaded to KEATS |
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73ced118f73d
updated to scala 3
Christian Urban <christian.urban@kcl.ac.uk>
parents:
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changeset
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// |
73ced118f73d
updated to scala 3
Christian Urban <christian.urban@kcl.ac.uk>
parents:
444
diff
changeset
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// !! UPDATE: On my faster Mac-M1 machine the times |
73ced118f73d
updated to scala 3
Christian Urban <christian.urban@kcl.ac.uk>
parents:
444
diff
changeset
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// !! are ca. 4 secs for the sequential version and |
73ced118f73d
updated to scala 3
Christian Urban <christian.urban@kcl.ac.uk>
parents:
444
diff
changeset
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// !! around 0.7 secs for the par-version. |
73ced118f73d
updated to scala 3
Christian Urban <christian.urban@kcl.ac.uk>
parents:
444
diff
changeset
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import java.awt.Color |
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import java.awt.Dimension |
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import java.awt.Graphics |
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import java.awt.Graphics2D |
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import java.awt.image.BufferedImage |
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import javax.swing.JFrame |
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import javax.swing.JPanel |
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import javax.swing.WindowConstants |
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import scala.language.implicitConversions |
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import scala.collection.parallel.CollectionConverters._ |
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// complex numbers |
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case class Complex(val re: Double, val im: Double) { |
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// represents the complex number re + im * i |
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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 notation n + m * i |
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object i extends Complex(0, 1) |
464
73ced118f73d
updated to scala 3
Christian Urban <christian.urban@kcl.ac.uk>
parents:
444
diff
changeset
|
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73ced118f73d
updated to scala 3
Christian Urban <christian.urban@kcl.ac.uk>
parents:
444
diff
changeset
|
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// implicit conversion from Doubles to Complex |
73ced118f73d
updated to scala 3
Christian Urban <christian.urban@kcl.ac.uk>
parents:
444
diff
changeset
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given Conversion[Double, Complex] = Complex(_, 0) |
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// some customn colours for the "sliding effect" |
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val colours = List( |
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new Color(66, 30, 15), new Color(25, 7, 26), |
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new Color(9, 1, 47), new Color(4, 4, 73), |
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new Color(0, 7, 100), new Color(12, 44, 138), |
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new Color(24, 82, 177), new Color(57, 125, 209), |
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new Color(134, 181, 229), new Color(211, 236, 248), |
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new Color(241, 233, 191), new Color(248, 201, 95), |
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new Color(255, 170, 0), new Color(204, 128, 0), |
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new Color(153, 87, 0), new 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 = new 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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new 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 frame = new JFrame("XYPlane") |
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val viewer = new Viewer(width, height) |
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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 |
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// (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 + |
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(x * d_x + y * d_y * i) |
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val iters = iterations(c, max) |
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464
73ced118f73d
updated to scala 3
Christian Urban <christian.urban@kcl.ac.uk>
parents:
444
diff
changeset
|
123 |
val colour = |
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if (iters == max) black |
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else colours(iters % 16) |
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464
73ced118f73d
updated to scala 3
Christian Urban <christian.urban@kcl.ac.uk>
parents:
444
diff
changeset
|
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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"${time_needed(mandelbrot(exa1, exa2, 1000))} secs") |
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// example 2 |
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val exb1 = -0.37465401 + 0.659227668 * i |
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val exb2 = -0.37332410 + 0.66020767 * i |
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//time_needed(mandelbrot(exb1, exb2, 1000)) |
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// example 3 |
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val exc1 = 0.435396403 + 0.367981352 * i |
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val exc2 = 0.451687191 + 0.380210061 * i |
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//time_needed(mandelbrot(exc1, exc2, 1000)) |
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// some more computations with example 3 |
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val delta = (exc2 - exc1) * 0.0333 |
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println(s"${time_needed( |
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for (n <- (0 to 12)) |
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mandelbrot(exc1 + delta * n, |
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exc2 - delta * n, 100))} secs") |
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// Larry Paulson's example |
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val exl1 = -0.74364990 + 0.13188170 * i |
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val exl2 = -0.74291189 + 0.13261971 * i |
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//println(s"${time_needed(mandelbrot(exl1, exl2, 1000))} secs") |
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// example by Jorgen Villadsen |
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val exj1 = 0.10284 - 0.63275 * i |
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val exj2 = 0.11084 - 0.64075 * i |
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//time_needed(mandelbrot(exj1, exj2, 1000)) |
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// another example |
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val exA = 0.3439274 + 0.6516478 * i |
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val exB = 0.3654477 + 0.6301795 * i |
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//time_needed(mandelbrot(exA, exB, 1000)) |