Created
November 20, 2015 16:48
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Creates an Ulam Spiral as a square matrix of size N.
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#!/usr/bin/python | |
import numpy as np | |
import matplotlib.pyplot as plt | |
def create_number_spiral(N): | |
'''Creates a number spiral as | |
a square matrix of size N''' | |
X = np.ndarray((N,N)) | |
ctr = 1 | |
num = 1 | |
if (N%2 == 0): | |
coord = np.array([(N)/2, (N)/2 - 1], dtype=np.int64) | |
else: | |
coord = np.array([(N)/2, (N)/2], dtype=np.int64) | |
vec = np.array([0,1]) | |
T = np.array([[0, -1], [1, 0]]) | |
while ctr < N: | |
#Do logic here | |
k = ctr | |
while k > 0: | |
X[coord[0]][coord[1]] = num | |
#print "Index: ",coord | |
#print "Vector: ", vec | |
coord += vec | |
num += 1 | |
k -= 1 | |
vec = np.dot(T, vec) | |
k = ctr | |
while k > 0: | |
X[coord[0]][coord[1]] = num | |
#print "Index: ",coord | |
#print "Vector: ", vec | |
coord += vec | |
num += 1 | |
k -= 1 | |
vec = np.dot(T, vec) | |
#print "Counter: ", ctr | |
ctr += 1 | |
for ctr in xrange(N): | |
X[coord[0]][coord[1]] = num | |
coord += vec | |
num += 1 | |
return X | |
def get_primes(n): | |
'''Returns a list of all primes below n''' | |
sieve = [True] * n | |
for i in xrange(3,int(n**0.5)+1,2): | |
if sieve[i]: | |
sieve[i*i::2*i]=[False]*((n-i*i-1)/(2*i)+1) | |
return [2] + [i for i in xrange(3,n,2) if sieve[i]] | |
def filter_primes(matrix): | |
'''Takes a matrix and converts it to | |
a binary array where all primes become | |
1 and all non primes become 0''' | |
R = matrix.shape[0] | |
C = matrix.shape[1] | |
m = np.zeros((R,C)) | |
prime_list = get_primes(R**2 + 1) | |
for i in xrange(R): | |
for j in xrange(C): | |
if matrix[i][j] in prime_list: | |
m[i][j] = 128 | |
return m | |
def prime_spiral_gen(N): | |
'''Creates a number spiral matrix and | |
makes all prime numbers 1 and all the | |
composite numbers 1''' | |
X = create_number_spiral(200) | |
Y = filter_primes(X) | |
plt.imshow(Y, cmap="hot") | |
plt.show() | |
prime_spiral_gen(200) |
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