From 24540b8749a0eb53542c085e753c767dc48cdd4d Mon Sep 17 00:00:00 2001 From: Daniel Shiffman Date: Mon, 9 Apr 2018 14:05:09 -0400 Subject: [PATCH 1/3] attempting flappy neuro-evolution first pass --- examples/neuroevolution-flappybird/bird.js | 103 ++++++++ examples/neuroevolution-flappybird/ga.js | 81 ++++++ .../graphics/background.png | Bin 0 -> 235935 bytes .../graphics/horn_body_filled.png | Bin 0 -> 31514 bytes .../graphics/horn_tip_filled.png | Bin 0 -> 25760 bytes .../graphics/pipe_body.png | Bin 0 -> 7481 bytes .../graphics/pipe_marshmallow.png | Bin 0 -> 23812 bytes .../graphics/pipe_marshmallow_fix.png | Bin 0 -> 20787 bytes .../graphics/train.png | Bin 0 -> 29665 bytes examples/neuroevolution-flappybird/index.html | 28 +++ examples/neuroevolution-flappybird/pipe.js | 76 ++++++ examples/neuroevolution-flappybird/sketch.js | 238 ++++++++++++++++++ lib/nn.js | 12 +- 13 files changed, 534 insertions(+), 4 deletions(-) create mode 100644 examples/neuroevolution-flappybird/bird.js create mode 100644 examples/neuroevolution-flappybird/ga.js create mode 100644 examples/neuroevolution-flappybird/graphics/background.png create mode 100644 examples/neuroevolution-flappybird/graphics/horn_body_filled.png create mode 100644 examples/neuroevolution-flappybird/graphics/horn_tip_filled.png create mode 100644 examples/neuroevolution-flappybird/graphics/pipe_body.png create mode 100644 examples/neuroevolution-flappybird/graphics/pipe_marshmallow.png create mode 100644 examples/neuroevolution-flappybird/graphics/pipe_marshmallow_fix.png create mode 100644 examples/neuroevolution-flappybird/graphics/train.png create mode 100644 examples/neuroevolution-flappybird/index.html create mode 100644 examples/neuroevolution-flappybird/pipe.js create mode 100644 examples/neuroevolution-flappybird/sketch.js diff --git a/examples/neuroevolution-flappybird/bird.js b/examples/neuroevolution-flappybird/bird.js new file mode 100644 index 0000000..bac989b --- /dev/null +++ b/examples/neuroevolution-flappybird/bird.js @@ -0,0 +1,103 @@ +// Daniel Shiffman +// http://codingtra.in +// http://patreon.com/codingtrain +// Code for: https://youtu.be/cXgA1d_E-jY + +// Class is exported (eslint flag) +/* exported Bird */ + +class Bird { + constructor(brain) { + this.y = height / 2; + this.x = 64; + + this.gravity = 0.6; + this.lift = -7; + this.velocity = 0; + + this.icon = birdSprite; + this.width = 36; + this.height = 36; + + + // Is this a copy of another Bird or a new one? + // The Neural Network is the bird's "brain" + if (brain instanceof NeuralNetwork) { + this.brain = brain.copy(); + this.brain.mutate(0.1); + } else { + this.brain = new NeuralNetwork(4, 16, 2); + } + + // Score is how many frames it's been alive + this.score = 0; + // Fitness is normalized version of score + this.fitness = 0; + } + + // Create a copy of this bird + copy() { + return new Bird(this.brain); + } + + // This is the key function now that decides + // if it should jump or not jump! + think(pipes) { + // First find the closest pipe + var closest = null; + var record = Infinity; + for (var i = 0; i < pipes.length; i++) { + var diff = pipes[i].x - this.x; + if (diff > 0 && diff < record) { + record = diff; + closest = pipes[i]; + } + } + + if (closest != null) { + // Now create the inputs to the neural network + var inputs = []; + // x position of closest pipe + inputs[0] = map(closest.x, this.x, width, -1, 1); + // top of closest pipe opening + inputs[1] = map(closest.top, 0, height, -1, 1); + // bottom of closest pipe opening + inputs[2] = map(closest.bottom, 0, height, -1, 1); + // bird's y position + inputs[3] = map(this.y, 0, height, -1, 1); + // Get the outputs from the network + var action = this.brain.predict(inputs); + // Decide to jump or not! + if (action[1] > action[0]) { + this.up(); + } + } + } + + show() { + // draw the icon CENTERED around the X and Y coords of the bird object + image(this.icon, this.x - this.width / 2, this.y - this.height / 2, this.width, this.height); + } + + up() { + this.velocity = this.lift; + } + + update() { + this.velocity += this.gravity; + this.y += this.velocity; + + if (this.y >= height - this.height / 2) { + this.y = height - this.height / 2; + this.velocity = 0; + } + + if (this.y <= this.height / 2) { + this.y = this.height / 2; + this.velocity = 0; + } + + // Every frame it is alive increases the score + this.score++; + } +} \ No newline at end of file diff --git a/examples/neuroevolution-flappybird/ga.js b/examples/neuroevolution-flappybird/ga.js new file mode 100644 index 0000000..6d143ba --- /dev/null +++ b/examples/neuroevolution-flappybird/ga.js @@ -0,0 +1,81 @@ +// Daniel Shiffman + +// This flappy bird implementation is adapted from: +// https://youtu.be/cXgA1d_E-jY& + +// This file includes functions for creating a new generation +// of birds. + +// Start the game over +function resetGame() { + counter = 0; + pipes = []; +} + +// Create the next generation +function nextGeneration() { + resetGame(); + // Normalize the fitness values 0-1 + normalizeFitness(allBirds); + // Generate a new set of birds + activeBirds = generate(allBirds); + // Copy those birds to another array + allBirds = activeBirds.slice(); +} + +// Generate a new population of birds +function generate(oldBirds) { + var newBirds = []; + for (var i = 0; i < oldBirds.length; i++) { + // Select a bird based on fitness + var bird = poolSelection(oldBirds); + newBirds[i] = bird; + } + return newBirds; +} + +// Normalize the fitness of all birds +function normalizeFitness(birds) { + // Make score exponentially better? + for (var i = 0; i < birds.length; i++) { + birds[i].score = pow(birds[i].score, 2); + } + + // Add up all the scores + var sum = 0; + for (var i = 0; i < birds.length; i++) { + sum += birds[i].score; + } + // Divide by the sum + for (var i = 0; i < birds.length; i++) { + birds[i].fitness = birds[i].score / sum; + } + console.log(birds); +} + + +// An algorithm for picking one bird from an array +// based on fitness +function poolSelection(birds) { + // Start at 0 + var index = 0; + + // Pick a random number between 0 and 1 + var r = random(1); + + // Keep subtracting probabilities until you get less than zero + // Higher probabilities will be more likely to be fixed since they will + // subtract a larger number towards zero + while (r > 0) { + r -= birds[index].fitness; + // And move on to the next + index += 1; + } + + // Go back one + index -= 1; + + // Make sure it's a copy! + // (this includes mutation) + return birds[index].copy(); +} \ No newline at end of file diff --git a/examples/neuroevolution-flappybird/graphics/background.png b/examples/neuroevolution-flappybird/graphics/background.png new file mode 100644 index 0000000000000000000000000000000000000000..c856c95b18467169b55d7f879d27d6cd00d44797 GIT binary patch literal 235935 zcmeFYWmuG5+cpdeA|N0kNOwtt5<`a|1ClD;14zdZ(u$6N^w2SMD&0s)GjvHabV&?7 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+

+ speed: 1 +
high score: 0 +
all time high score: 0 +

+

+ +

+ + + \ No newline at end of file diff --git a/examples/neuroevolution-flappybird/pipe.js b/examples/neuroevolution-flappybird/pipe.js new file mode 100644 index 0000000..e436822 --- /dev/null +++ b/examples/neuroevolution-flappybird/pipe.js @@ -0,0 +1,76 @@ +// Daniel Shiffman +// http://codingtra.in +// http://patreon.com/codingtrain +// Code for: https://youtu.be/cXgA1d_E-jY + +// Pipe is exported (eslint flags) +/* exported Pipe */ + +class Pipe { + constructor() { + this.spacing = 200; + this.top = random(height / 6, 3 / 4 * height); + this.bottom = this.top + this.spacing; + + this.x = width; + this.w = 80; + this.speed = pipeSpeed; + + this.passed = false; + this.highlight = false; + } + + hits(bird) { + if (bird.y - bird.height / 2 < this.top || bird.y + bird.height / 2 > this.bottom) { + //if this.w is huge, then we need different collision model + if (bird.x + bird.width / 2 > this.x && bird.x - bird.width / 2 < this.x + this.w) { + this.highlight = true; + this.passed = true; + return true; + } + } + this.highlight = false; + return false; + } + + // this function is used to calculate scores and checks if we've went through the pipes + // pass(bird) { + // if (bird.x > this.x && !this.passed) { + // this.passed = true; + // return true; + // } + // return false; + // } + + drawHalf() { + let howManyNedeed = 0; + let peakRatio = pipePeakSprite.height / pipePeakSprite.width; + let bodyRatio = pipeBodySprite.height / pipeBodySprite.width; + //this way we calculate, how many tubes we can fit without stretching + howManyNedeed = Math.round(height / (this.w * bodyRatio)); + //this <= and start from 1 is just my HACK xD But it's working + for (let i = 0; i < howManyNedeed; ++i) { + let offset = this.w * (i * bodyRatio + peakRatio); + image(pipeBodySprite, -this.w / 2, offset, this.w, this.w * bodyRatio); + } + image(pipePeakSprite, -this.w / 2, 0, this.w, this.w * peakRatio); + } + + show() { + push(); + translate(this.x + this.w / 2, this.bottom); + this.drawHalf(); + translate(0, -this.spacing); + rotate(PI); + this.drawHalf(); + pop(); + } + + update() { + this.x -= this.speed; + } + + offscreen() { + return (this.x < -this.w); + } +} \ No newline at end of file diff --git a/examples/neuroevolution-flappybird/sketch.js b/examples/neuroevolution-flappybird/sketch.js new file mode 100644 index 0000000..642eb61 --- /dev/null +++ b/examples/neuroevolution-flappybird/sketch.js @@ -0,0 +1,238 @@ +// Daniel Shiffman +// http://codingtra.in +// http://patreon.com/codingtrain +// Code for: https://youtu.be/cXgA1d_E-jY + + +// GA additions +// How big is the population +let totalPopulation = 250; +// All active birds (not yet collided with pipe) +let activeBirds = []; +// All birds for any given population +let allBirds = []; +// Pipes +let pipes = []; +// A frame counter to determine when to add a pipe +let counter = 0; + +// Interface elements +let speedSlider; +let speedSpan; +let highScoreSpan; +let allTimeHighScoreSpan; + +// All time high score +let highScore = 0; + +// Training or just showing the current best +let runBest = false; +let runBestButton; + +//// Game stuff + +// let bird; +// let pipes; +let parallax = 0.8; +let score = 0; +let maxScore = 0; +let birdSprite; +let pipeBodySprite; +let pipePeakSprite; +let bgImg; +let bgX = 0; +let gameoverFrame = 0; +let isOver = false; +let pipeSpeed = 2; + +let touched = false; +let prevTouched = touched; + + +function preload() { + pipeBodySprite = loadImage('graphics/pipe_marshmallow_fix.png'); + pipePeakSprite = loadImage('graphics/pipe_marshmallow_fix.png'); + birdSprite = loadImage('graphics/train.png'); + bgImg = loadImage('graphics/background.png'); +} + +function setup() { + + let canvas = createCanvas(600, 600); + canvas.parent('canvascontainer'); + + // Access the interface elements + speedSlider = select('#speedSlider'); + speedSpan = select('#speed'); + highScoreSpan = select('#hs'); + allTimeHighScoreSpan = select('#ahs'); + runBestButton = select('#best'); + runBestButton.mousePressed(toggleState); + + // Create a population + for (let i = 0; i < totalPopulation; i++) { + let bird = new Bird(); + activeBirds[i] = bird; + allBirds[i] = bird; + } + + +} + +// Toggle the state of the simulation +function toggleState() { + runBest = !runBest; + // Show the best bird + if (runBest) { + resetGame(); + bestBird.score = 0; + runBestButton.html('continue training'); + // Go train some more + } else { + nextGeneration(); + runBestButton.html('run best'); + } +} + + +function draw() { + // Should we speed up cycles per frame + let cycles = speedSlider.value(); + speedSpan.html(cycles); + + // How many times to advance the game + for (let n = 0; n < cycles; n++) { + //bgX -= pipes[0].speed * parallax; + bgX -= pipeSpeed * parallax; + + + // this handles the "infinite loop" by checking if the right + // edge of the image would be on the screen, if it is draw a + // second copy of the image right next to it + // once the second image gets to the 0 point, we can reset bgX to + // 0 and go back to drawing just one image. + if (bgX <= -bgImg.width + width) { + if (bgX <= -bgImg.width) { + bgX = 0; + } + } + + // Are we just running the best bird + if (runBest) { + bestBird.think(pipes); + bestBird.update(); + for (let j = 0; j < pipes.length; j++) { + // Start over, bird hit pipe + if (pipes[j].hits(bestBird)) { + resetGame(); + break; + } + } + // Or are we running all the active birds + } else { + for (let i = pipes.length - 1; i >= 0; i--) { + pipes[i].update(); + + if (pipes[i].offscreen()) { + pipes.splice(i, 1); + } + } + + for (let i = activeBirds.length - 1; i >= 0; i--) { + let bird = activeBirds[i]; + // Bird uses its brain! + bird.think(pipes); + bird.update(); + // Check all the pipes + for (let j = 0; j < pipes.length; j++) { + // if (pipes[j].pass(bird)) { + // bird.score++; + // } + // It's hit a pipe + if (pipes[j].hits(bird)) { + // Remove this bird + activeBirds.splice(i, 1); + break; + } + } + } + } + + + if (counter % 250 == 0) { + pipes.push(new Pipe()); + } + counter++; + + + // What is highest score of the current population + let tempHighScore = 0; + // If we're training + if (!runBest) { + // Which is the best bird? + let tempBestBird = null; + for (let i = 0; i < activeBirds.length; i++) { + let s = activeBirds[i].score; + if (s > tempHighScore) { + tempHighScore = s; + tempBestBird = activeBirds[i]; + } + } + + // Is it the all time high scorer? + if (tempHighScore > highScore) { + highScore = tempHighScore; + bestBird = tempBestBird; + } + } else { + // Just one bird, the best one so far + tempHighScore = bestBird.score; + if (tempHighScore > highScore) { + highScore = tempHighScore; + } + } + + // Update DOM Elements + highScoreSpan.html(tempHighScore); + allTimeHighScoreSpan.html(highScore); + + // Draw everything! + + background(0); + // Draw our background image, then move it at the same speed as the pipes + image(bgImg, bgX, 0, bgImg.width, height); + image(bgImg, bgX + bgImg.width, 0, bgImg.width, height); + + for (let i = 0; i < pipes.length; i++) { + pipes[i].show(); + } + + if (runBest) { + bestBird.show(); + } else { + for (let i = 0; i < activeBirds.length; i++) { + activeBirds[i].show(); + } + // If we're out of birds go to the next generation + if (activeBirds.length == 0) { + nextGeneration(); + } + } + + } + +} + + + + +// function keyPressed() { +// if (key === ' ') { +// bird.up(); +// if (isOver) reset(); //you can just call reset() in Machinelearning if you die, because you cant simulate keyPress with code. +// } +// } + +// function touchStarted() { +// if (isOver) reset(); +// } \ No newline at end of file diff --git a/lib/nn.js b/lib/nn.js index 0260280..db53b8c 100644 --- a/lib/nn.js +++ b/lib/nn.js @@ -162,11 +162,15 @@ class NeuralNetwork { } mutate(rate) { - function mutate(val) { + // This is how we adjust weights ever so slightly + function mutate(x) { if (Math.random() < rate) { - return Math.random() * 1000 - 1; + var offset = randomGaussian() * 0.5; + // var offset = random(-0.1, 0.1); + var newx = x + offset; + return newx; } else { - return val; + return x; } } this.weights_ih.map(mutate); @@ -177,4 +181,4 @@ class NeuralNetwork { -} +} \ No newline at end of file From 50178410ad60ef742a42e9c4438776c3fec0bbb6 Mon Sep 17 00:00:00 2001 From: Daniel Shiffman Date: Mon, 9 Apr 2018 16:23:14 -0400 Subject: [PATCH 2/3] flappy bird attempts --- examples/neuroevolution-flappybird-1/bird.js | 103 + examples/neuroevolution-flappybird-1/ga.js | 83 + .../neuroevolution-flappybird-1/index.html | 30 + .../libraries/p5.dom.js | 2190 + .../libraries/p5.js | 35126 ++++++++++++++++ .../libraries/p5.sound.js | 9336 ++++ examples/neuroevolution-flappybird-1/pipe.js | 56 + .../neuroevolution-flappybird-1/sketch.js | 170 + .../bird.js | 0 .../ga.js | 0 .../graphics/background.png | Bin .../graphics/horn_body_filled.png | Bin .../graphics/horn_tip_filled.png | Bin .../graphics/pipe_body.png | Bin .../graphics/pipe_marshmallow.png | Bin .../graphics/pipe_marshmallow_fix.png | Bin .../graphics/train.png | Bin .../index.html | 2 +- .../pipe.js | 0 .../sketch.js | 2 +- 20 files changed, 47096 insertions(+), 2 deletions(-) create mode 100644 examples/neuroevolution-flappybird-1/bird.js create mode 100644 examples/neuroevolution-flappybird-1/ga.js create mode 100755 examples/neuroevolution-flappybird-1/index.html create mode 100644 examples/neuroevolution-flappybird-1/libraries/p5.dom.js create mode 100644 examples/neuroevolution-flappybird-1/libraries/p5.js create mode 100644 examples/neuroevolution-flappybird-1/libraries/p5.sound.js create mode 100644 examples/neuroevolution-flappybird-1/pipe.js create mode 100644 examples/neuroevolution-flappybird-1/sketch.js rename examples/{neuroevolution-flappybird => neuroevolution-flappybird-2}/bird.js (100%) rename examples/{neuroevolution-flappybird => neuroevolution-flappybird-2}/ga.js (100%) rename examples/{neuroevolution-flappybird => neuroevolution-flappybird-2}/graphics/background.png (100%) rename examples/{neuroevolution-flappybird => neuroevolution-flappybird-2}/graphics/horn_body_filled.png (100%) rename examples/{neuroevolution-flappybird => neuroevolution-flappybird-2}/graphics/horn_tip_filled.png (100%) rename examples/{neuroevolution-flappybird => neuroevolution-flappybird-2}/graphics/pipe_body.png (100%) rename examples/{neuroevolution-flappybird => neuroevolution-flappybird-2}/graphics/pipe_marshmallow.png (100%) rename examples/{neuroevolution-flappybird => neuroevolution-flappybird-2}/graphics/pipe_marshmallow_fix.png (100%) rename examples/{neuroevolution-flappybird => neuroevolution-flappybird-2}/graphics/train.png (100%) rename examples/{neuroevolution-flappybird => neuroevolution-flappybird-2}/index.html (99%) rename examples/{neuroevolution-flappybird => neuroevolution-flappybird-2}/pipe.js (100%) rename examples/{neuroevolution-flappybird => neuroevolution-flappybird-2}/sketch.js (99%) diff --git a/examples/neuroevolution-flappybird-1/bird.js b/examples/neuroevolution-flappybird-1/bird.js new file mode 100644 index 0000000..334becc --- /dev/null +++ b/examples/neuroevolution-flappybird-1/bird.js @@ -0,0 +1,103 @@ +// Daniel Shiffman +// Nature of Code: Intelligence and Learning +// https://github.com/shiffman/NOC-S17-2-Intelligence-Learning + +// This flappy bird implementation is adapted from: +// https://youtu.be/cXgA1d_E-jY& + +function Bird(brain) { + // position and size of bird + this.x = 64; + this.y = height / 2; + this.r = 12; + + // Gravity, lift and velocity + this.gravity = 0.4; + this.lift = -12; + this.velocity = 0; + + // Is this a copy of another Bird or a new one? + // The Neural Network is the bird's "brain" + if (brain instanceof NeuralNetwork) { + this.brain = brain.copy(); + this.brain.mutate(0.1); + } else { + this.brain = new NeuralNetwork(4, 16, 2); + } + + // Score is how many frames it's been alive + this.score = 0; + // Fitness is normalized version of score + this.fitness = 0; + + // Create a copy of this bird + this.copy = function() { + return new Bird(this.brain); + } + + // Display the bird + this.show = function() { + fill(255, 100); + stroke(255); + ellipse(this.x, this.y, this.r * 2, this.r * 2); + } + + // This is the key function now that decides + // if it should jump or not jump! + this.think = function(pipes) { + // First find the closest pipe + var closest = null; + var record = Infinity; + for (var i = 0; i < pipes.length; i++) { + var diff = pipes[i].x - this.x; + if (diff > 0 && diff < record) { + record = diff; + closest = pipes[i]; + } + } + + if (closest != null) { + // Now create the inputs to the neural network + var inputs = []; + // x position of closest pipe + inputs[0] = map(closest.x, this.x, width, -1, 1); + // top of closest pipe opening + inputs[1] = map(closest.top, 0, height, -1, 1); + // bottom of closest pipe opening + inputs[2] = map(closest.bottom, 0, height, -1, 1); + // bird's y position + inputs[3] = map(this.y, 0, height, -1, 1); + // Get the outputs from the network + var action = this.brain.predict(inputs); + // Decide to jump or not! + if (action[1] > action[0]) { + this.up(); + } + } + } + + // Jump up + this.up = function() { + this.velocity += this.lift; + } + + // Update bird's position based on velocity, gravity, etc. + this.update = function() { + this.velocity += this.gravity; + this.velocity *= 0.9; + this.y += this.velocity; + + // Keep it stuck to top or bottom + if (this.y > height) { + this.y = height; + this.velocity = 0; + } + if (this.y < 0) { + this.y = 0; + this.velocity = 0; + } + + // Every frame it is alive increases the score + this.score++; + } +} \ No newline at end of file diff --git a/examples/neuroevolution-flappybird-1/ga.js b/examples/neuroevolution-flappybird-1/ga.js new file mode 100644 index 0000000..8af440b --- /dev/null +++ b/examples/neuroevolution-flappybird-1/ga.js @@ -0,0 +1,83 @@ +// Daniel Shiffman +// Nature of Code: Intelligence and Learning +// https://github.com/shiffman/NOC-S17-2-Intelligence-Learning + +// This flappy bird implementation is adapted from: +// https://youtu.be/cXgA1d_E-jY& + + +// This file includes functions for creating a new generation +// of birds. + +// Start the game over +function resetGame() { + counter = 0; + pipes = []; +} + +// Create the next generation +function nextGeneration() { + resetGame(); + // Normalize the fitness values 0-1 + normalizeFitness(allBirds); + // Generate a new set of birds + activeBirds = generate(allBirds); + // Copy those birds to another array + allBirds = activeBirds.slice(); +} + +// Generate a new population of birds +function generate(oldBirds) { + var newBirds = []; + for (var i = 0; i < oldBirds.length; i++) { + // Select a bird based on fitness + var bird = poolSelection(oldBirds); + newBirds[i] = bird; + } + return newBirds; +} + +// Normalize the fitness of all birds +function normalizeFitness(birds) { + // Make score exponentially better? + for (var i = 0; i < birds.length; i++) { + birds[i].score = pow(birds[i].score, 2); + } + + // Add up all the scores + var sum = 0; + for (var i = 0; i < birds.length; i++) { + sum += birds[i].score; + } + // Divide by the sum + for (var i = 0; i < birds.length; i++) { + birds[i].fitness = birds[i].score / sum; + } +} + + +// An algorithm for picking one bird from an array +// based on fitness +function poolSelection(birds) { + // Start at 0 + var index = 0; + + // Pick a random number between 0 and 1 + var r = random(1); + + // Keep subtracting probabilities until you get less than zero + // Higher probabilities will be more likely to be fixed since they will + // subtract a larger number towards zero + while (r > 0) { + r -= birds[index].fitness; + // And move on to the next + index += 1; + } + + // Go back one + index -= 1; + + // Make sure it's a copy! + // (this includes mutation) + return birds[index].copy(); +} diff --git a/examples/neuroevolution-flappybird-1/index.html b/examples/neuroevolution-flappybird-1/index.html new file mode 100755 index 0000000..8e7acc3 --- /dev/null +++ b/examples/neuroevolution-flappybird-1/index.html @@ -0,0 +1,30 @@ + + + + + + + + + + + + + + + + +
+

+ speed: 1 +
high score: 0 +
all time high score: 0 +

+

+ +

+ + + + + diff --git a/examples/neuroevolution-flappybird-1/libraries/p5.dom.js b/examples/neuroevolution-flappybird-1/libraries/p5.dom.js new file mode 100644 index 0000000..561d300 --- /dev/null +++ b/examples/neuroevolution-flappybird-1/libraries/p5.dom.js @@ -0,0 +1,2190 @@ +/*! p5.dom.js v0.3.2 March 25, 2017 */ +/** + *

The web is much more than just canvas and p5.dom makes it easy to interact + * with other HTML5 objects, including text, hyperlink, image, input, video, + * audio, and webcam.

+ *

Methods and properties shown in black are part of the p5.js core, items in + * blue are part of the p5.dom library. You will need to include an extra file + * in order to access the blue functions. See the + * using a library + * section for information on how to include this library. p5.dom comes with + * p5 complete or you can download the single file + * + * here.

+ *

See tutorial: beyond the canvas + * for more info on how to use this libary. + * + * @module p5.dom + * @submodule p5.dom + * @for p5.dom + * @main + */ + +(function (root, factory) { + if (typeof define === 'function' && define.amd) + define('p5.dom', ['p5'], function (p5) { (factory(p5));}); + else if (typeof exports === 'object') + factory(require('../p5')); + else + factory(root['p5']); +}(this, function (p5) { + +// ============================================================================= +// p5 additions +// ============================================================================= + + /** + * Searches the page for an element with the given ID, class, or tag name (using the '#' or '.' + * prefixes to specify an ID or class respectively, and none for a tag) and returns it as + * a p5.Element. If a class or tag name is given with more than 1 element, + * only the first element will be returned. + * The DOM node itself can be accessed with .elt. + * Returns null if none found. You can also specify a container to search within. + * + * @method select + * @param {String} name id, class, or tag name of element to search for + * @param {String} [container] id, p5.Element, or HTML element to search within + * @return {Object|p5.Element|Null} p5.Element containing node found + * @example + *

+ * function setup() { + * createCanvas(100,100); + * //translates canvas 50px down + * select('canvas').position(100, 100); + * } + *
+ *
+ * // these are all valid calls to select() + * var a = select('#moo'); + * var b = select('#blah', '#myContainer'); + * var c = select('#foo', b); + * var d = document.getElementById('beep'); + * var e = select('p', d); + *
+ * + */ + p5.prototype.select = function (e, p) { + var res = null; + var container = getContainer(p); + if (e[0] === '.'){ + e = e.slice(1); + res = container.getElementsByClassName(e); + if (res.length) { + res = res[0]; + } else { + res = null; + } + }else if (e[0] === '#'){ + e = e.slice(1); + res = container.getElementById(e); + }else { + res = container.getElementsByTagName(e); + if (res.length) { + res = res[0]; + } else { + res = null; + } + } + if (res) { + return wrapElement(res); + } else { + return null; + } + }; + + /** + * Searches the page for elements with the given class or tag name (using the '.' prefix + * to specify a class and no prefix for a tag) and returns them as p5.Elements + * in an array. + * The DOM node itself can be accessed with .elt. + * Returns an empty array if none found. + * You can also specify a container to search within. + * + * @method selectAll + * @param {String} name class or tag name of elements to search for + * @param {String} [container] id, p5.Element, or HTML element to search within + * @return {Array} Array of p5.Elements containing nodes found + * @example + *
+ * function setup() { + * createButton('btn'); + * createButton('2nd btn'); + * createButton('3rd btn'); + * var buttons = selectAll('button'); + * + * for (var i = 0; i < buttons.length; i++){ + * buttons[i].size(100,100); + * } + * } + *
+ *
+ * // these are all valid calls to selectAll() + * var a = selectAll('.moo'); + * var b = selectAll('div'); + * var c = selectAll('button', '#myContainer'); + * var d = select('#container'); + * var e = selectAll('p', d); + * var f = document.getElementById('beep'); + * var g = select('.blah', f); + *
+ * + */ + p5.prototype.selectAll = function (e, p) { + var arr = []; + var res; + var container = getContainer(p); + if (e[0] === '.'){ + e = e.slice(1); + res = container.getElementsByClassName(e); + } else { + res = container.getElementsByTagName(e); + } + if (res) { + for (var j = 0; j < res.length; j++) { + var obj = wrapElement(res[j]); + arr.push(obj); + } + } + return arr; + }; + + /** + * Helper function for select and selectAll + */ + function getContainer(p) { + var container = document; + if (typeof p === 'string' && p[0] === '#'){ + p = p.slice(1); + container = document.getElementById(p) || document; + } else if (p instanceof p5.Element){ + container = p.elt; + } else if (p instanceof HTMLElement){ + container = p; + } + return container; + } + + /** + * Helper function for getElement and getElements. + */ + function wrapElement(elt) { + if(elt.tagName === "INPUT" && elt.type === "checkbox") { + var converted = new p5.Element(elt); + converted.checked = function(){ + if (arguments.length === 0){ + return this.elt.checked; + } else if(arguments[0]) { + this.elt.checked = true; + } else { + this.elt.checked = false; + } + return this; + }; + return converted; + } else if (elt.tagName === "VIDEO" || elt.tagName === "AUDIO") { + return new p5.MediaElement(elt); + } else { + return new p5.Element(elt); + } + } + + /** + * Removes all elements created by p5, except any canvas / graphics + * elements created by createCanvas or createGraphics. + * Event handlers are removed, and element is removed from the DOM. + * @method removeElements + * @example + *
+ * function setup() { + * createCanvas(100, 100); + * createDiv('this is some text'); + * createP('this is a paragraph'); + * } + * function mousePressed() { + * removeElements(); // this will remove the div and p, not canvas + * } + *
+ * + */ + p5.prototype.removeElements = function (e) { + for (var i=0; i + * var myDiv; + * function setup() { + * myDiv = createDiv('this is some text'); + * } + * + */ + + /** + * Creates a <p></p> element in the DOM with given inner HTML. Used + * for paragraph length text. + * Appends to the container node if one is specified, otherwise + * appends to body. + * + * @method createP + * @param {String} html inner HTML for element created + * @return {Object|p5.Element} pointer to p5.Element holding created node + * @example + *
+ * var myP; + * function setup() { + * myP = createP('this is some text'); + * } + *
+ */ + + /** + * Creates a <span></span> element in the DOM with given inner HTML. + * Appends to the container node if one is specified, otherwise + * appends to body. + * + * @method createSpan + * @param {String} html inner HTML for element created + * @return {Object|p5.Element} pointer to p5.Element holding created node + * @example + *
+ * var mySpan; + * function setup() { + * mySpan = createSpan('this is some text'); + * } + *
+ */ + var tags = ['div', 'p', 'span']; + tags.forEach(function(tag) { + var method = 'create' + tag.charAt(0).toUpperCase() + tag.slice(1); + p5.prototype[method] = function(html) { + var elt = document.createElement(tag); + elt.innerHTML = typeof html === undefined ? "" : html; + return addElement(elt, this); + } + }); + + /** + * Creates an <img> element in the DOM with given src and + * alternate text. + * Appends to the container node if one is specified, otherwise + * appends to body. + * + * @method createImg + * @param {String} src src path or url for image + * @param {String} [alt] alternate text to be used if image does not load + * @param {Function} [successCallback] callback to be called once image data is loaded + * @return {Object|p5.Element} pointer to p5.Element holding created node + * @example + *
+ * var img; + * function setup() { + * img = createImg('http://p5js.org/img/asterisk-01.png'); + * } + *
+ */ + p5.prototype.createImg = function() { + var elt = document.createElement('img'); + var args = arguments; + var self; + var setAttrs = function(){ + self.width = elt.offsetWidth || elt.width; + self.height = elt.offsetHeight || elt.height; + if (args.length > 1 && typeof args[1] === 'function'){ + self.fn = args[1]; + self.fn(); + }else if (args.length > 1 && typeof args[2] === 'function'){ + self.fn = args[2]; + self.fn(); + } + }; + elt.src = args[0]; + if (args.length > 1 && typeof args[1] === 'string'){ + elt.alt = args[1]; + } + elt.onload = function(){ + setAttrs(); + } + self = addElement(elt, this); + return self; + }; + + /** + * Creates an <a></a> element in the DOM for including a hyperlink. + * Appends to the container node if one is specified, otherwise + * appends to body. + * + * @method createA + * @param {String} href url of page to link to + * @param {String} html inner html of link element to display + * @param {String} [target] target where new link should open, + * could be _blank, _self, _parent, _top. + * @return {Object|p5.Element} pointer to p5.Element holding created node + * @example + *
+ * var myLink; + * function setup() { + * myLink = createA('http://p5js.org/', 'this is a link'); + * } + *
+ */ + p5.prototype.createA = function(href, html, target) { + var elt = document.createElement('a'); + elt.href = href; + elt.innerHTML = html; + if (target) elt.target = target; + return addElement(elt, this); + }; + + /** INPUT **/ + + + /** + * Creates a slider <input></input> element in the DOM. + * Use .size() to set the display length of the slider. + * Appends to the container node if one is specified, otherwise + * appends to body. + * + * @method createSlider + * @param {Number} min minimum value of the slider + * @param {Number} max maximum value of the slider + * @param {Number} [value] default value of the slider + * @param {Number} [step] step size for each tick of the slider (if step is set to 0, the slider will move continuously from the minimum to the maximum value) + * @return {Object|p5.Element} pointer to p5.Element holding created node + * @example + *
+ * var slider; + * function setup() { + * slider = createSlider(0, 255, 100); + * slider.position(10, 10); + * slider.style('width', '80px'); + * } + * + * function draw() { + * var val = slider.value(); + * background(val); + * } + *
+ * + *
+ * var slider; + * function setup() { + * colorMode(HSB); + * slider = createSlider(0, 360, 60, 40); + * slider.position(10, 10); + * slider.style('width', '80px'); + * } + * + * function draw() { + * var val = slider.value(); + * background(val, 100, 100, 1); + * } + *
+ */ + p5.prototype.createSlider = function(min, max, value, step) { + var elt = document.createElement('input'); + elt.type = 'range'; + elt.min = min; + elt.max = max; + if (step === 0) { + elt.step = .000000000000000001; // smallest valid step + } else if (step) { + elt.step = step; + } + if (typeof(value) === "number") elt.value = value; + return addElement(elt, this); + }; + + /** + * Creates a <button></button> element in the DOM. + * Use .size() to set the display size of the button. + * Use .mousePressed() to specify behavior on press. + * Appends to the container node if one is specified, otherwise + * appends to body. + * + * @method createButton + * @param {String} label label displayed on the button + * @param {String} [value] value of the button + * @return {Object|p5.Element} pointer to p5.Element holding created node + * @example + *
+ * var button; + * function setup() { + * createCanvas(100, 100); + * background(0); + * button = createButton('click me'); + * button.position(19, 19); + * button.mousePressed(changeBG); + * } + * + * function changeBG() { + * var val = random(255); + * background(val); + * } + *
+ */ + p5.prototype.createButton = function(label, value) { + var elt = document.createElement('button'); + elt.innerHTML = label; + elt.value = value; + if (value) elt.value = value; + return addElement(elt, this); + }; + + /** + * Creates a checkbox <input></input> element in the DOM. + * Calling .checked() on a checkbox returns if it is checked or not + * + * @method createCheckbox + * @param {String} [label] label displayed after checkbox + * @param {boolean} [value] value of the checkbox; checked is true, unchecked is false.Unchecked if no value given + * @return {Object|p5.Element} pointer to p5.Element holding created node + * @example + *
+ * var checkbox; + * + * function setup() { + * checkbox = createCheckbox('label', false); + * checkbox.changed(myCheckedEvent); + * } + * + * function myCheckedEvent() { + * if (this.checked()) { + * console.log("Checking!"); + * } else { + * console.log("Unchecking!"); + * } + * } + *
+ */ + p5.prototype.createCheckbox = function() { + var elt = document.createElement('div'); + var checkbox = document.createElement('input'); + checkbox.type = 'checkbox'; + elt.appendChild(checkbox); + //checkbox must be wrapped in p5.Element before label so that label appears after + var self = addElement(elt, this); + self.checked = function(){ + var cb = self.elt.getElementsByTagName('input')[0]; + if (cb) { + if (arguments.length === 0){ + return cb.checked; + }else if(arguments[0]){ + cb.checked = true; + }else{ + cb.checked = false; + } + } + return self; + }; + this.value = function(val){ + self.value = val; + return this; + }; + if (arguments[0]){ + var ran = Math.random().toString(36).slice(2); + var label = document.createElement('label'); + checkbox.setAttribute('id', ran); + label.htmlFor = ran; + self.value(arguments[0]); + label.appendChild(document.createTextNode(arguments[0])); + elt.appendChild(label); + } + if (arguments[1]){ + checkbox.checked = true; + } + return self; + }; + + /** + * Creates a dropdown menu <select></select> element in the DOM. + * @method createSelect + * @param {boolean} [multiple] true if dropdown should support multiple selections + * @return {Object|p5.Element} pointer to p5.Element holding created node + * @example + *
+ * var sel; + * + * function setup() { + * textAlign(CENTER); + * background(200); + * sel = createSelect(); + * sel.position(10, 10); + * sel.option('pear'); + * sel.option('kiwi'); + * sel.option('grape'); + * sel.changed(mySelectEvent); + * } + * + * function mySelectEvent() { + * var item = sel.value(); + * background(200); + * text("it's a "+item+"!", 50, 50); + * } + *
+ */ + p5.prototype.createSelect = function(mult) { + var elt = document.createElement('select'); + if (mult){ + elt.setAttribute('multiple', 'true'); + } + var self = addElement(elt, this); + self.option = function(name, value){ + var opt = document.createElement('option'); + opt.innerHTML = name; + if (arguments.length > 1) + opt.value = value; + else + opt.value = name; + elt.appendChild(opt); + }; + self.selected = function(value){ + var arr = []; + if (arguments.length > 0){ + for (var i = 0; i < this.elt.length; i++){ + if (value.toString() === this.elt[i].value){ + this.elt.selectedIndex = i; + } + } + return this; + }else{ + if (mult){ + for (var i = 0; i < this.elt.selectedOptions.length; i++){ + arr.push(this.elt.selectedOptions[i].value); + } + return arr; + }else{ + return this.elt.value; + } + } + }; + return self; + }; + + /** + * Creates a radio button <input></input> element in the DOM. + * The .option() method can be used to set options for the radio after it is + * created. The .value() method will return the currently selected option. + * + * @method createRadio + * @param {String} [divId] the id and name of the created div and input field respectively + * @return {Object|p5.Element} pointer to p5.Element holding created node + * @example + *
+ * var radio; + * + * function setup() { + * radio = createRadio(); + * radio.option("black"); + * radio.option("white"); + * radio.option("gray"); + * radio.style('width', '60px'); + * textAlign(CENTER); + * fill(255, 0, 0); + * } + * + * function draw() { + * var val = radio.value(); + * background(val); + * text(val, width/2, height/2); + * } + *
+ *
+ * var radio; + * + * function setup() { + * radio = createRadio(); + * radio.option('apple', 1); + * radio.option('bread', 2); + * radio.option('juice', 3); + * radio.style('width', '60px'); + * textAlign(CENTER); + * } + * + * function draw() { + * background(200); + * var val = radio.value(); + * if (val) { + * text('item cost is $'+val, width/2, height/2); + * } + * } + *
+ */ + p5.prototype.createRadio = function() { + var radios = document.querySelectorAll("input[type=radio]"); + var count = 0; + if(radios.length > 1){ + var length = radios.length; + var prev=radios[0].name; + var current = radios[1].name; + count = 1; + for(var i = 1; i < length; i++) { + current = radios[i].name; + if(prev != current){ + count++; + } + prev = current; + } + } + else if (radios.length == 1){ + count = 1; + } + var elt = document.createElement('div'); + var self = addElement(elt, this); + var times = -1; + self.option = function(name, value){ + var opt = document.createElement('input'); + opt.type = 'radio'; + opt.innerHTML = name; + if (arguments.length > 1) + opt.value = value; + else + opt.value = name; + opt.setAttribute('name',"defaultradio"+count); + elt.appendChild(opt); + if (name){ + times++; + var ran = Math.random().toString(36).slice(2); + var label = document.createElement('label'); + opt.setAttribute('id', "defaultradio"+count+"-"+times); + label.htmlFor = "defaultradio"+count+"-"+times; + label.appendChild(document.createTextNode(name)); + elt.appendChild(label); + } + return opt; + }; + self.selected = function(){ + var length = this.elt.childNodes.length; + if(arguments.length == 1) { + for (var i = 0; i < length; i+=2){ + if(this.elt.childNodes[i].value == arguments[0]) + this.elt.childNodes[i].checked = true; + } + return this; + } else { + for (var i = 0; i < length; i+=2){ + if(this.elt.childNodes[i].checked == true) + return this.elt.childNodes[i].value; + } + } + }; + self.value = function(){ + var length = this.elt.childNodes.length; + if(arguments.length == 1) { + for (var i = 0; i < length; i+=2){ + if(this.elt.childNodes[i].value == arguments[0]) + this.elt.childNodes[i].checked = true; + } + return this; + } else { + for (var i = 0; i < length; i+=2){ + if(this.elt.childNodes[i].checked == true) + return this.elt.childNodes[i].value; + } + return ""; + } + }; + return self + }; + + /** + * Creates an <input></input> element in the DOM for text input. + * Use .size() to set the display length of the box. + * Appends to the container node if one is specified, otherwise + * appends to body. + * + * @method createInput + * @param {Number} [value] default value of the input box + * @param {String} [type] type of text, ie text, password etc. Defaults to text + * @return {Object|p5.Element} pointer to p5.Element holding created node + * @example + *
+ * function setup(){ + * var inp = createInput(''); + * inp.input(myInputEvent); + * } + * + * function myInputEvent(){ + * console.log('you are typing: ', this.value()); + * } + * + *
+ */ + p5.prototype.createInput = function(value, type) { + var elt = document.createElement('input'); + elt.type = type ? type : 'text'; + if (value) elt.value = value; + return addElement(elt, this); + }; + + /** + * Creates an <input></input> element in the DOM of type 'file'. + * This allows users to select local files for use in a sketch. + * + * @method createFileInput + * @param {Function} [callback] callback function for when a file loaded + * @param {String} [multiple] optional to allow multiple files selected + * @return {Object|p5.Element} pointer to p5.Element holding created DOM element + * @example + * var input; + * var img; + * + * function setup() { + * input = createFileInput(handleFile); + * input.position(0, 0); + * } + * + * function draw() { + * if (img) { + * image(img, 0, 0, width, height); + * } + * } + * + * function handleFile(file) { + * print(file); + * if (file.type === 'image') { + * img = createImg(file.data); + * img.hide(); + * } + * } + */ + p5.prototype.createFileInput = function(callback, multiple) { + + // Is the file stuff supported? + if (window.File && window.FileReader && window.FileList && window.Blob) { + // Yup, we're ok and make an input file selector + var elt = document.createElement('input'); + elt.type = 'file'; + + // If we get a second argument that evaluates to true + // then we are looking for multiple files + if (multiple) { + // Anything gets the job done + elt.multiple = 'multiple'; + } + + // Function to handle when a file is selected + // We're simplifying life and assuming that we always + // want to load every selected file + function handleFileSelect(evt) { + // These are the files + var files = evt.target.files; + // Load each one and trigger a callback + for (var i = 0; i < files.length; i++) { + var f = files[i]; + var reader = new FileReader(); + function makeLoader(theFile) { + // Making a p5.File object + var p5file = new p5.File(theFile); + return function(e) { + p5file.data = e.target.result; + callback(p5file); + }; + }; + reader.onload = makeLoader(f); + + // Text or data? + // This should likely be improved + if (f.type.indexOf('text') > -1) { + reader.readAsText(f); + } else { + reader.readAsDataURL(f); + } + } + } + + // Now let's handle when a file was selected + elt.addEventListener('change', handleFileSelect, false); + return addElement(elt, this); + } else { + console.log('The File APIs are not fully supported in this browser. Cannot create element.'); + } + }; + + + /** VIDEO STUFF **/ + + function createMedia(pInst, type, src, callback) { + var elt = document.createElement(type); + + // allow src to be empty + var src = src || ''; + if (typeof src === 'string') { + src = [src]; + } + for (var i=0; i

There is a set of creation methods, DOM manipulation methods, and + * an extended p5.Element that supports a range of HTML elements. See the + * + * beyond the canvas tutorial for a full overview of how this addon works. + * + *