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@adewes
Last active March 26, 2024 08:18
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A small Python script to generate random color sequences, e.g. for use in plotting. Just call the "generate_new_color(existing_colors,pastel_factor)" function to generate a random color that is (statistically) maximally different from all colors in "existing_colors". The "pastel_factor" parameter can be used to specify the "pasteliness"(?) of th…
import random
def get_random_color(pastel_factor = 0.5):
return [(x+pastel_factor)/(1.0+pastel_factor) for x in [random.uniform(0,1.0) for i in [1,2,3]]]
def color_distance(c1,c2):
return sum([abs(x[0]-x[1]) for x in zip(c1,c2)])
def generate_new_color(existing_colors,pastel_factor = 0.5):
max_distance = None
best_color = None
for i in range(0,100):
color = get_random_color(pastel_factor = pastel_factor)
if not existing_colors:
return color
best_distance = min([color_distance(color,c) for c in existing_colors])
if not max_distance or best_distance > max_distance:
max_distance = best_distance
best_color = color
return best_color
#Example:
if __name__ == '__main__':
#To make your color choice reproducible, uncomment the following line:
#random.seed(10)
colors = []
for i in range(0,10):
colors.append(generate_new_color(colors),pastel_factor = 0.9)
print "Your colors:",colors
@avrilcoghlan
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Hi there is a typo,
colors.append(generate_new_color(colors),pastel_factor = 0.9)
should be
colors.append(generate_new_color(colors,pastel_factor = 0.9))

@dgergel
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dgergel commented Sep 7, 2017

This works great. Thanks!

@gerardogc2378
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Thanks for share this code.

@parthi2929
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Strange. My ipython kernel dies right after executing this code

@Thew1965
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Thanks for sharing, this is trickier than expected.

@bmeredyk
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Line32 has a parenthesis in the wrong spot - should be
colors.append(generate_new_color(colors, pastel_factor = 0.9))

@lifenautjoe
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What kind of colors does this generate and how could we convert them to hex? 🤔

@Jean-Zombie
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@lifenautjoe

What kind of colors does this generate and how could we convert them to hex? 🤔

I believe you get RGB colors. I recommend python-colormath for conversion.

@giacomomarchioro
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One thing to consider is that there is always the background colour of the plot which is very important a line should not be equal to!

@thomashastings
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Hi,
This solution works really well, much appreciated. I've taken the liberty to include it in my project concerned with analyzing cardiac action potentials, credited in the readme and in comments as The color generator script has been originally written by Andreas Dewes: https://gist.github.com/adewes/5884820

With a stable release on the horizon, I would like to ask if this is okay with you.

@adewes
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Author

adewes commented Apr 13, 2021

Hi @thomashastings, this code is public domain so you can freely reuse it, no attribution necessary!

@thomashastings
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Thank you for the clarification!

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