lab6

New topic: passing functions to functions

positive_places(f, xs)

Write a function positive_places(f, xs) that takes as arguments some function f and a list of numbers xs and returns a list of those-and-only-those elements x of xs for which f(x) returns a value strictly greater than zero.

Example 1:

In [ ]: def my_f(x):
   ...:     return x ** 3
   ...:

In [ ]: positive_places(my_f, [1, 2, -1, -2, 3, 42, -9])
Out[ ]: [1, 2, 3, 42]

In [ ]: positive_places(my_f, [1, 2, 3, 4, 5])
Out[ ]: [1, 2, 3, 4, 5]

In [ ]: positive_places(my_f, [])
Out[ ]: []

In [ ]: positive_places(my_f, [-1, -2, -3, -4, -5])
Out[ ]: []

Example 2:

In [ ]: def f(x):
   ...:     return 2 * x + 4
   ...:

In [ ]: positive_places(f, [10, 1, -3, -1.5, 0, 0.5])
Out[ ]: [10, 1, -1.5, 0, 0.5]

eval_f_0123(f)

Write a function eval_f_0123(f) that evaluates the function f=f(x) at positions x=0, x=1, x=2 and x=3. The function should return the list [f(0), f(1), f(2), f(3)].

Example 1:

In [ ]: def square(x):
   ...:     return x * x
   ...:

In [ ]: eval_f_0123(square)
Out[ ]: [0, 1, 4, 9]
Example 2:

In [ ]: def cubic(x):
   ...:     return x ** 3
   ...:

In [ ]: eval_f_0123(cubic)
Out[ ]: [0, 1, 8, 27]
Example 3:

In [ ]: def stars(x):
   ...:     return "*" * x
   ...:

In [ ]: eval_f_0123(stars)
Out[ ]: ['', '*', '**', '***']

eval_f(f, xs)

Write a function eval_f(f, xs) which takes a function f=f(x) and a list xs of values that should be used as arguments for f. The function eval_f should apply the function f subsequently to every value x in xs, and return a list fs of function values. I.e. for an input argument xs=[x0, x1, x2, ..., xn] the function call eval_f(f, xs) should return [f(x0), f(x1), f(x2), ..., f(xn)].

Example 1:

In [ ]: def square(x):
   ...:     return x * x
   ...:

In [ ]: eval_f(square, [-1, 10, 20, 42])
Out[ ]: [1, 100, 400, 1764]

Example 2:

In [ ]: import math

In [ ]: eval_f(math.sqrt, [1, 2, 4, 9])
Out[ ]: [1.0, 1.4142135623730951, 2.0, 3.0]

Example 3:

In [ ]: def sign(x):
    ...:     if x > 0:
    ...:         return 1
    ...:     elif x < 0:
    ...:         return -1
    ...:     else:
    ...:         return 0
    ...:

In [ ]: sign(-1.1)
Out[ ]: -1

In [ ]: sign(0.1)
Out[ ]: 1

In [ ]: sign(0.0)
Out[ ]: 0

In [ ]: eval_f(sign, [-0.2, -0.1, 0, 0.1, 0.2, 0.3])
Out[ ]: [-1, -1, 0, 1, 1, 1]

sum_f(f, xs)

Implement a function sum_f(f, xs) that returns the sum of the function values of f evaluated at values x0, x1, x2, …, xn where xs=[x0, x1, x2, ..., xn].

Example 1:

In [ ]: def f(x):
   ...:     return x
   ...:

In [ ]: sum_f(f, [1, 2, 3, 10])
Out[ ]: 16

Example 2:

In [ ]: def square(x):
   ...:     return x * x
   ...:

In [ ]: sum_f(square, [1, 2, 3, 10])
Out[ ]: 114

Please submit your file lab6.py for this assignment.

End of lab6.