diff options
Diffstat (limited to 'users/wpcarro/scratch/facebook/london-knapsack.py')
-rw-r--r-- | users/wpcarro/scratch/facebook/london-knapsack.py | 42 |
1 files changed, 42 insertions, 0 deletions
diff --git a/users/wpcarro/scratch/facebook/london-knapsack.py b/users/wpcarro/scratch/facebook/london-knapsack.py new file mode 100644 index 000000000000..a034fb49611d --- /dev/null +++ b/users/wpcarro/scratch/facebook/london-knapsack.py @@ -0,0 +1,42 @@ +from utils import get, init_table, print_table + +def optimal_itinerary(duration, items): + min_duration = min([duration for duration, _ in items]) + max_duration = max([duration for duration, _ in items]) + table = init_table(rows=len(items), cols=int(max_duration / min_duration), default=0) + to_index = lambda duration: int(duration / min_duration) - 1 + to_duration = lambda i: i * min_duration + min_duration + + for row in range(len(table)): + for col in range(len(table[row])): + curr_duration = to_duration(col) + duration, value = items[row] + if duration > curr_duration: + a = 0 + else: + a = value + get(table, row - 1, to_index(curr_duration - duration)) + b = get(table, row - 1, col) + table[row][col] = max([a, b]) + + print_table(table) + return table[-1][-1] + +# You're in London for two days, and you'd like to see the following +# attractions. How can you maximize your time spent in London? +westminster = (0.5, 7) +globe_theater = (0.5, 6) +national_gallery = (1, 9) +british_museum = (2, 9) +st_pauls_cathedral = (0.5, 8) +items = [ + westminster, + globe_theater, + national_gallery, + british_museum, + st_pauls_cathedral, +] +result = optimal_itinerary(2, items) +expected = 24 +print(result, expected) +assert result == expected +print("Success!") |