Last active
January 3, 2016 12:41
-
-
Save dnlcrl/bc0dcb2e20409527951a to your computer and use it in GitHub Desktop.
Code by @incorvengent (Anders Hoff - https://github.com/inconvergent/orbitals) Inspired by http://www.complexification.net/gallery/machines/happyPlace/index.php
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
#!/usr/bin/python | |
# -*- coding: utf-8 -*- | |
''' | |
Code by @incorvengent (Anders Hoff - https://github.com/inconvergent/orbitals) | |
Inspired by http://www.complexification.net/gallery/machines/happyPlace/index.php | |
''' | |
import cairo | |
from PIL import Image | |
import numpy as np | |
from numpy import sin, cos, pi, arctan2, square, sqrt, logical_not,\ | |
linspace, array, zeros | |
from numpy.random import random, randint, shuffle | |
from time import time | |
# np.random.seed(1) | |
COLOR_PATH = 'color/dark_cyan_white_black.gif' | |
PI = pi | |
TWOPI = pi*2. | |
SIZE = 10000 # size of png image | |
NUM = 400 # number of nodes | |
MAXFS = 6 # max friendships pr node | |
BACK = 1. # background color | |
GRAINS = 30 | |
ALPHA = 0.05 # opacity of drawn points | |
STEPS = 10**7 | |
ONE = 1./SIZE | |
# STP = 0.0001 # scale motion in each iteration by this | |
STP = ONE/15. | |
RAD = 0.20 # radius of starting circle | |
FARL = 0.15 # ignore "enemies" beyond this radius | |
NEARL = 0.01 # do not attempt to approach friends close than this | |
UPDATE_NUM = 2000 | |
FRIENDSHIP_RATIO = 0.1 # probability of friendship dens | |
FRIENDSHIP_INITIATE_PROB = 0.03 # probability of friendship initation attempt | |
FILENAME = 'res_c_num{:d}_fs{:d}_near{:2.4f}_far{:2.4f}_pa{:2.4f}_pb{:2.4f}'\ | |
.format(NUM, MAXFS, NEARL, FARL, | |
FRIENDSHIP_RATIO, FRIENDSHIP_INITIATE_PROB) | |
FILENAME = FILENAME + '_itt{:05d}.png' | |
print 'SIZE', SIZE | |
print 'NUM', NUM | |
print 'STP', STP | |
print 'ONE', ONE | |
print 'MAXFS', MAXFS | |
print 'GRAINS', GRAINS | |
print 'COLOR_PATH', COLOR_PATH | |
print 'RAD', RAD | |
print 'FRIENDSHIP_RATIO', FRIENDSHIP_RATIO | |
print 'FRIENDSHIP_INITIATE_PROB', FRIENDSHIP_INITIATE_PROB | |
class Render(object): | |
def __init__(self): | |
self.__init_cairo() | |
# self.__get_colors(COLOR_PATH) | |
self.colors = [(0, 0, 0)] | |
self.n_colors = 1 | |
def __init_cairo(self): | |
sur = cairo.ImageSurface(cairo.FORMAT_ARGB32, SIZE, SIZE) | |
ctx = cairo.Context(sur) | |
ctx.scale(SIZE, SIZE) | |
ctx.set_source_rgb(BACK, BACK, BACK) | |
ctx.rectangle(0, 0, 1, 1) | |
ctx.fill() | |
self.sur = sur | |
self.ctx = ctx | |
def __get_colors(self, f): | |
scale = 1./255. | |
im = Image.open(f) | |
w, h = im.size | |
rgbim = im.convert('RGB') | |
res = [] | |
for i in xrange(0, w): | |
for j in xrange(0, h): | |
r, g, b = rgbim.getpixel((i, j)) | |
res.append((r*scale, g*scale, b*scale)) | |
shuffle(res) | |
self.colors = res | |
self.n_colors = len(res) | |
def connections(self, X, Y, F, A, R): | |
indsx, indsy = F.nonzero() | |
mask = indsx >= indsy | |
for i, j in zip(indsx[mask], indsy[mask]): | |
a = A[i, j] | |
d = R[i, j] | |
scales = random(GRAINS)*d | |
xp = X[i] - scales*cos(a) | |
yp = Y[i] - scales*sin(a) | |
r, g, b = self.colors[(i*NUM+j) % self.n_colors] | |
self.ctx.set_source_rgba(r, g, b, ALPHA) | |
for x, y in zip(xp, yp): | |
self.ctx.rectangle(x, y, ONE, ONE) | |
self.ctx.fill() | |
def set_distances(X, Y, A, R): | |
for i in xrange(NUM): | |
dx = X[i] - X | |
dy = Y[i] - Y | |
R[i, :] = square(dx)+square(dy) | |
A[i, :] = arctan2(dy, dx) | |
sqrt(R, R) | |
def make_friends(i, F, R): | |
cand_num = F.sum(axis=1) | |
if cand_num[i] >= MAXFS: | |
return | |
cand_mask = cand_num < MAXFS | |
cand_mask[i] = False | |
cand_ind = cand_mask.nonzero()[0] | |
cand_dist = R[i, cand_ind].flatten() | |
cand_sorted_dist = cand_dist.argsort() | |
cand_ind = cand_ind[cand_sorted_dist] | |
cand_n = len(cand_ind) | |
if cand_n < 1: | |
return | |
for k in xrange(cand_n): | |
if random() < FRIENDSHIP_RATIO: | |
j = cand_ind[k] | |
F[[i, j], [j, i]] = True | |
return | |
def main(): | |
render = Render() | |
X = zeros(NUM, 'float') | |
Y = zeros(NUM, 'float') | |
SX = zeros(NUM, 'float') | |
SY = zeros(NUM, 'float') | |
R = zeros((NUM, NUM), 'float') | |
A = zeros((NUM, NUM), 'float') | |
F = zeros((NUM, NUM), 'byte') | |
for i in xrange(NUM): | |
the = random()*TWOPI | |
x = RAD * sin(the) | |
y = RAD * cos(the) | |
X[i] = 0.5+x | |
Y[i] = 0.5+y | |
t_cum = 0. | |
for itt in xrange(STEPS): | |
set_distances(X, Y, A, R) | |
SX[:] = 0. | |
SY[:] = 0. | |
t = time() | |
for i in xrange(NUM): | |
xF = logical_not(F[i, :]) | |
d = R[i, :] | |
a = A[i, :] | |
near = d > NEARL | |
near[xF] = False | |
far = d < FARL | |
far[near] = False | |
near[i] = False | |
far[i] = False | |
speed = FARL - d[far] | |
SX[near] += cos(a[near]) | |
SY[near] += sin(a[near]) | |
SX[far] -= speed*cos(a[far]) | |
SY[far] -= speed*sin(a[far]) | |
X += SX*STP | |
Y += SY*STP | |
if not (itt+1) % 100: | |
print itt, sqrt(square(SX)+square(SY)).max() | |
if random() < FRIENDSHIP_INITIATE_PROB: | |
k = randint(NUM) | |
make_friends(k, F, R) | |
render.connections(X, Y, F, A, R) | |
t_cum += time()-t | |
if not (itt+1) % UPDATE_NUM: | |
fn = FILENAME.format(itt+1) | |
print fn, t_cum | |
render.sur.write_to_png(fn) | |
t_cum = 0. | |
if __name__ == '__main__': | |
main() |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment