about summary refs log tree commit diff
path: root/universe/deepmind/stock-price.py
blob: 7055b66af1964f941c3d4207130a3abe5f6cbd14 (plain) (blame)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
def get_max_profit(xs):
    best_profit = xs[1] - xs[0]
    lowest_buy = xs[0]

    for x in xs[1:]:
        best_profit = max(best_profit, x - lowest_buy)
        lowest_buy = min(lowest_buy, x)
    return best_profit


# Tests

import unittest


class Test(unittest.TestCase):
    def test_price_goes_up_then_down(self):
        actual = get_max_profit([1, 5, 3, 2])
        expected = 4
        self.assertEqual(actual, expected)

    def test_price_goes_down_then_up(self):
        actual = get_max_profit([7, 2, 8, 9])
        expected = 7
        self.assertEqual(actual, expected)

    def test_price_goes_up_all_day(self):
        actual = get_max_profit([1, 6, 7, 9])
        expected = 8
        self.assertEqual(actual, expected)

    def test_price_goes_down_all_day(self):
        actual = get_max_profit([9, 7, 4, 1])
        expected = -2
        self.assertEqual(actual, expected)

    def test_price_stays_the_same_all_day(self):
        actual = get_max_profit([1, 1, 1, 1])
        expected = 0
        self.assertEqual(actual, expected)

    def test_error_with_empty_prices(self):
        with self.assertRaises(Exception):
            get_max_profit([])

    def test_error_with_one_price(self):
        with self.assertRaises(Exception):
            get_max_profit([1])


unittest.main(verbosity=2)