Python decorator to find out execution time taken by a function

import functools
import time

def timer(f): # without functools.wraps
    def timer_wrap(*args, **kwargs):
        """timer_wrap documentation """
        print('inside timer_wrap decorator')
        start_time = time.time()
        f(*args, **kwargs)
        end_time = time.time()
        print('Total Time Taken by function %s is : %4f secs' % (f.__name__, end_time - start_time))
        # f.__name__ gives function name
    return timer_wrap

def timer_wrap_with_functools(f): # with functools.wraps
    @functools.wraps(f)
    def timer_wrap(*args, **kwargs):
        """timer_wrap_with_functools documentation """
        print('inside timer_wrap_with_functools decorator')
        start_time = time.time()
        f(*args, **kwargs)
        end_time = time.time()
        print('Total Time Taken by function %s is : %4f secs' % (f.__name__, end_time - start_time))
    return timer_wrap


@timer
def test_timer_func(num_times):
    """test_timer_func documentation """
    total_sum = 0
    for _ in range(num_times):
        total_sum += sum([i ** 2 for i in range(1000)])
    print('Total Sum: %f ' % total_sum)

@timer_wrap_with_functools
def test_timer_func_functools(num_times):
    """test_timer_func_functools documentation """
    total_sum = 0
    for _ in range(num_times):
        total_sum += sum([i ** 2 for i in range(1000)])
    print('Total Sum: %f ' % total_sum)


if __name__ == '__main__':
    print('------------------------------------')
    test_timer_func(200)
    print(test_timer_func.__name__)  #gives wrapper name
    print(test_timer_func.__doc__)   #gives wrapper name
    print('------------------------------------')
    test_timer_func_functools(200)
    print(test_timer_func_functools.__name__) #gives function name
    print(test_timer_func_functools.__doc__)  #gives function name
    print('------------------------------------')

# Output:

------------------------------------
inside timer_wrap decorator
Total Sum: 66566700000.000000
Total Time Taken by function test_timer_func is : 0.205079 secs
timer_wrap
timer_wrap documentation
------------------------------------
inside timer_wrap_with_functools decorator
Total Sum: 66566700000.000000
Total Time Taken by function test_timer_func_functools is : 0.188637 secs
test_timer_func_functools
test_timer_func_functools documentation
------------------------------------

Python Decorator functools.wrap

######################################################

# Decorators

# use of functools.wraps

# The @functools.wraps decorator uses the function functools.update_wrapper() to update special attributes

# like __name__ and __doc__ that are used in the introspection.

######################################################

import functools

def decorator1(f):

    print('inside decorator1')

    def wrap(*args, **kwargs):

        f(*args, **kwargs)

    return wrap

@decorator1

def test_decorator1_func():

    """ test_decorator1_func documentation """

    print('inside test_decorator1_func')

def decorator2(f):

    print('inside decorator2')

    def wrap(*args, **kwargs):

        f(*args, **kwargs)

    wrap.__name__ = f.__name__

    wrap.__doc__ = f.__doc__

    return wrap

@decorator2

def test_decorator2_func():

    """ test_decorator2_func documentation """

    print('inside test_decorator2_func')

def decorator3(f):

    print('inside decorator3')

    @functools.wraps(f)

    def wrap(*args, **kwargs):

        f(*args, **kwargs)

    return wrap

@decorator3

def test_decorator3_func():

    """ test_decorator3_func documentation """

    print('inside test_decorator3_func')

if __name__ == '__main__':

    print('------------------------------------')

    # print(help(test_decorator1_func))

    print(test_decorator1_func.__name__)     # wrap

    print(test_decorator1_func.__doc__)      # None

    print(test_decorator1_func.__closure__)  # (<cell at 0x1064d0b28: function object at 0x1064ebe18>,)

    print('------------------------------------')

    # Using functools

    # print(help(test_decorator2_func))

    print(test_decorator2_func.__name__)     # test_decorator2_func

    print(test_decorator2_func.__doc__)      # test_decorator2_func

    print(test_decorator2_func.__closure__)  # (<cell at 0x1064d0b28: function object at 0x10654bc80>,)

    print('------------------------------------')

    # Using functools - this will achieve same as test_decorator2_func

    # print(help(test_decorator3_func))

    print(test_decorator3_func.__name__)     # test_decorator3_func

    print(test_decorator3_func.__doc__)      # test_decorator3_func documentation

    print(test_decorator3_func.__closure__)  # (<cell at 0x10344df18: function object at 0x1034e0d08>,)

    print('------------------------------------')