if hash_table.find(item_to_find) is not None:
count += 1
return count
def to_string_list(items):
return [str(item) for item in items]
if __name__ == "__main__":
print("Integer keys")
time_us(
{
"Lin. search": lambda args: linear_search(*args),
"Hash search":
lambda args: hash_search(100, lambda x: x % 100, *args),
},
ns=powers_of(10, 0, 5),
generator=lambda n: (shuffled_ints(n), random_ints(1000)),
repeats=10)
print("String keys")
time_us(
{
"Lin. search":
lambda args: linear_search(*args),
"Hash search":
lambda args: hash_search(100, lambda x: len(x) % 100, *args),
},
ns=powers_of(10, 0, 5),
generator=lambda n: (random_strings(n, 3), random_strings(1000, 3)),
def binary_search(items, items_to_find):
tree = BSTree()
for item in items:
tree.insert(item)
count = 0
for item_to_find in items_to_find:
if tree.find(item_to_find) is not None:
count += 1
return count
def all_unique(l):
tree = BSTree()
for i in l:
if tree.find(i):
return False
else:
tree.insert(i)
return True
if __name__ == "__main__":
time_us(
{
"Lin. search": lambda args: linear_search(*args),
"Bin. search": lambda args: binary_search(*args),
},
ns=powers_of(10, 0, 5),
generator=lambda n: (shuffled_ints(n), random_ints(1000)),
repeats=10)
elif len(lst) % 2 == 0:
return foldr(merge, [], split(lst))
else:
popped = lst[0]
lst.pop(0)
return selection_sort([popped] + foldr(merge, [], split(lst)))
def quick_sort(lst):
"""Quick sort chooses a pivot element, places the elements greater than
and less than the pivot into places relative to the pivot, and are then
recursively sorted."""
lst1 = [x for x in lst[1:] if x <= lst[0]]
lst2 = [y for y in lst if y > lst[0]]
if len(lst) == 0:
return lst
elif len(lst) == 1:
return lst
else:
return quick_sort(lst1) + [lst[0]] + quick_sort(lst2)
if __name__ == "__main__":
time_us({
"Bubble sort": bubble_sort,
"Std sort": sorted
},
ns=powers_of(10, 0, 4),
generator=random_ints,
repeats=10)
def radixsort(a, get_keys=(lambda item: item[0], lambda item: item[1])):
for get_key in get_keys:
maxLen = -1
for number in a: # Find longest number, in digits
numLen = len(str(number))
if numLen > maxLen:
maxLen = numLen
buckets = [[] for i in range(0, 10)] # Buckets for each digit
for digit in range(0, maxLen):
for number in a:
buckets[int(get_key(number) / 10 ** digit % 10)].append(number)
del a[:]
for bucket in buckets:
a.extend(bucket)
del bucket[:]
return a
if __name__ == "__main__":
time_us({
"Std sort": sorted,
"Cnt. sort": counting_sort
#,"Bucket sort": bucket_sort
}, ns=powers_of(10, 0, 5), generator=lambda n: random_ints(n, -1000, 1000), repeats=100)
#
# time_us({
# "Std sort": sorted,
# "Radix sort": radix_sort
# }, ns=powers_of(10, 0, 5), generator=lambda n: random_int_pairs(n, -1000, 1000), repeats=100)