import simple
import numpy
from time import time
a = simple.create_list(1000000)
numpy_start = time()
print("Numpy says:", numpy.dot(a, a))
numpy_end = time()
swig_start = time()
print("SWIG says:", simple.dot(a, a))
swig_end = time()
print("Time of numpy:", (numpy_end - numpy_start))
print("Time of SWIG:", (swig_end - swig_start))
import simple
import numpy
from time import time
a = simple.arange(1000000)
numpy_start = time()
print('Numpy says: ', numpy.dot(a, a))
numpy_end = time()
swig_start = time()
print('SWIG says: ', simple.dot(a, a))
swig_end = time()
print("Time of numpy: ", (numpy_end - numpy_start))
print("Time of SWIG: ", (swig_end - swig_start))
p=[]
# loop through increasingly large arrays
for i in range(100000,1000000,100000):
a = simple.arange(i)
p.append(i)
# run and time Numpy function
numpy_start = time()
num.append(numpy.dot(a,a))
numpy_end = time()
n.append(numpy_end-numpy_start)
# run and time simple.c
swig_start = time()
s.append(simple.dot(a,a))
swig_end = time()
m.append(swig_end-swig_start)
x = simple.heat_transfer(1);
# plot times for comparison
plt.figure()
plt.plot(p,n, p,m)
plt.figlegend(labels=('Numpy', 'SWIG'))
plt.xlabel('Array Dimension')
plt.ylabel('Time')
plt.figure()
plt.plot(p,num, p,s)
plt.figlegend(labels=('Numpy', 'SWIG'))
plt.xlabel('Array Dimension')