def test():
    c=0
    for i in range(100):
        c=i-c
    return c

print(test())

%timeit test()

from timeit import Timer, timeit, repeat

print(__name__)
TimeIt = timeit("test()", setup="from __main__ import test", number=100000)
Repeat = repeat("test()", setup="from __main__ import test", repeat=3, number=100000)
print(TimeIt)
print(Repeat, min(Repeat))

from numpy import random, sqrt

func_list=[]

def decorate(func):
    """This function populates the func_list with lists of function names and the functions themselves.  
The benifit of this is that is allow you to execute the functions just be itterating over them in a loop.
Aside from populating the func_list this decorator has no affect on the function's behaviour.*"""
    global func_list
    func_list += [[func.__name__, func]]
    return func

@decorate
def add(data):
    result=0
    for i, j in [line.split(',') for line in data]:
        result+= float(i)+float(j)
    return result

@decorate
def mult(data):
    result=0
    for i, j in [line.split(',') for line in data]:
        result= result+float(i)*float(j)
    return result

@decorate
def dist(data):
    result=0
    for i, j in [line.split(',') for line in data]:
        result= result+float(i)**2+float(j)**2
    return sqrt(result)
    

def pick2(a,b): #This is used to validate the passing of multiple variables to the Repeat_time function
    return a+b

list_size = (412,2) #sample data size
numbers = random.random_sample(size=list_size)
larger_data_text = ''
for x,y in numbers:
    larger_data_text += "{:.1f}, {:.1f}\n".format(x,y)
larger_data_text = larger_data_text[:-1]
larger_data = larger_data_text.splitlines()
print(larger_data[0:10]+['...']) #Print the first 10 elements to see is the format is right.

#global data #not sure if this is needed
data = list(larger_data)

print(add(data))
print(mult(data))
print(dist(data))

from IPython.core.display import HTML
from TimeIt_Func import testing
HTML(testing(func_list, data))

%timeit add(data)

%timeit mult(data)

%timeit dist(data)

for func in func_list: #Copied from Liso77's notebook with only minor modification
    print(func[0])
    %timeit func[1](data)
    print('\n')

from TimeIt_Func import Repeat_time
print(Repeat_time('add',"data"))
print(Repeat_time('pick2',"1, 2"))

from TimeIt_Func import time_func
print(time_func("add","data",", data",1000))