def test_apply_pcbabs(self):
sz = 25
i = [0, 2, 4, 6, 8, 10]
v = [0, -4, 8, -12,16, 20]
vec = self.initializeSpParVec(sz, i, v)
vec.apply(pcb.abs())
vecExpected = [0, 0, 4, 0, 8, 0, 12, 0, 16, 0, 20, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
self.assertEqual(sz, len(vec))
for ind in range(sz):
self.assertEqual(vecExpected[ind], vec[ind])
import kdt.pyCombBLAS as pcb
import time
print "Using built-in, C++ backed op"
d = pcb.pyDenseParVec.range(10, -5)
print "before Apply:"
d.printall()
time1 = time.time()
print pcb.abs()
for i in xrange(1000000):
d.Apply(pcb.my_op())
time2 = time.time()
print "Builtin Time: ", (time2-time1)
print "after Apply:"
d.printall()
########################################
print "\n\nUsing Python op"
d = pcb.pyDenseParVec.range(10, -5)
print "before Apply:"
d.printall()
def pyabs(x):
if (x < 0):
return -x
return x
import kdt.pyCombBLAS as pcb
import time
print "Using built-in, C++ backed op"
d = pcb.pyDenseParVec.range(100, -50)
print "before Apply:"
#d.printall()
print pcb.abs()
time1 = time.time()
for i in xrange(1000000):
d.Apply(pcb.abs())
time2 = time.time()
print "Builtin Time: ", (time2-time1)
print "after Apply:"
#d.printall()
########################################
# print "\n\nUsing Python op"
# d = pcb.pyDenseParVec.range(10, -5)
# print "before Apply:"
# d.printall()
# def pyabs(x):
# if (x < 0):
# return -x
# return x