Consolidate find_min and find_min recursive and find_max and find_max_recursive (#8960)

* updating DIRECTORY.md

* refactor(min-max): Consolidate implementations

* updating DIRECTORY.md

* refactor(min-max): Append _iterative to func name

---------

Co-authored-by: github-actions <${GITHUB_ACTOR}@users.noreply.github.com>
This commit is contained in:
Caeden Perelli-Harris 2023-08-14 12:17:27 +01:00 committed by GitHub
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5 changed files with 118 additions and 130 deletions

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@ -573,9 +573,7 @@
* [Fermat Little Theorem](maths/fermat_little_theorem.py) * [Fermat Little Theorem](maths/fermat_little_theorem.py)
* [Fibonacci](maths/fibonacci.py) * [Fibonacci](maths/fibonacci.py)
* [Find Max](maths/find_max.py) * [Find Max](maths/find_max.py)
* [Find Max Recursion](maths/find_max_recursion.py)
* [Find Min](maths/find_min.py) * [Find Min](maths/find_min.py)
* [Find Min Recursion](maths/find_min_recursion.py)
* [Floor](maths/floor.py) * [Floor](maths/floor.py)
* [Gamma](maths/gamma.py) * [Gamma](maths/gamma.py)
* [Gamma Recursive](maths/gamma_recursive.py) * [Gamma Recursive](maths/gamma_recursive.py)

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@ -1,23 +1,23 @@
from __future__ import annotations from __future__ import annotations
def find_max(nums: list[int | float]) -> int | float: def find_max_iterative(nums: list[int | float]) -> int | float:
""" """
>>> for nums in ([3, 2, 1], [-3, -2, -1], [3, -3, 0], [3.0, 3.1, 2.9]): >>> for nums in ([3, 2, 1], [-3, -2, -1], [3, -3, 0], [3.0, 3.1, 2.9]):
... find_max(nums) == max(nums) ... find_max_iterative(nums) == max(nums)
True True
True True
True True
True True
>>> find_max([2, 4, 9, 7, 19, 94, 5]) >>> find_max_iterative([2, 4, 9, 7, 19, 94, 5])
94 94
>>> find_max([]) >>> find_max_iterative([])
Traceback (most recent call last): Traceback (most recent call last):
... ...
ValueError: find_max() arg is an empty sequence ValueError: find_max_iterative() arg is an empty sequence
""" """
if len(nums) == 0: if len(nums) == 0:
raise ValueError("find_max() arg is an empty sequence") raise ValueError("find_max_iterative() arg is an empty sequence")
max_num = nums[0] max_num = nums[0]
for x in nums: for x in nums:
if x > max_num: if x > max_num:
@ -25,6 +25,59 @@ def find_max(nums: list[int | float]) -> int | float:
return max_num return max_num
# Divide and Conquer algorithm
def find_max_recursive(nums: list[int | float], left: int, right: int) -> int | float:
"""
find max value in list
:param nums: contains elements
:param left: index of first element
:param right: index of last element
:return: max in nums
>>> for nums in ([3, 2, 1], [-3, -2, -1], [3, -3, 0], [3.0, 3.1, 2.9]):
... find_max_recursive(nums, 0, len(nums) - 1) == max(nums)
True
True
True
True
>>> nums = [1, 3, 5, 7, 9, 2, 4, 6, 8, 10]
>>> find_max_recursive(nums, 0, len(nums) - 1) == max(nums)
True
>>> find_max_recursive([], 0, 0)
Traceback (most recent call last):
...
ValueError: find_max_recursive() arg is an empty sequence
>>> find_max_recursive(nums, 0, len(nums)) == max(nums)
Traceback (most recent call last):
...
IndexError: list index out of range
>>> find_max_recursive(nums, -len(nums), -1) == max(nums)
True
>>> find_max_recursive(nums, -len(nums) - 1, -1) == max(nums)
Traceback (most recent call last):
...
IndexError: list index out of range
"""
if len(nums) == 0:
raise ValueError("find_max_recursive() arg is an empty sequence")
if (
left >= len(nums)
or left < -len(nums)
or right >= len(nums)
or right < -len(nums)
):
raise IndexError("list index out of range")
if left == right:
return nums[left]
mid = (left + right) >> 1 # the middle
left_max = find_max_recursive(nums, left, mid) # find max in range[left, mid]
right_max = find_max_recursive(
nums, mid + 1, right
) # find max in range[mid + 1, right]
return left_max if left_max >= right_max else right_max
if __name__ == "__main__": if __name__ == "__main__":
import doctest import doctest

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@ -1,58 +0,0 @@
from __future__ import annotations
# Divide and Conquer algorithm
def find_max(nums: list[int | float], left: int, right: int) -> int | float:
"""
find max value in list
:param nums: contains elements
:param left: index of first element
:param right: index of last element
:return: max in nums
>>> for nums in ([3, 2, 1], [-3, -2, -1], [3, -3, 0], [3.0, 3.1, 2.9]):
... find_max(nums, 0, len(nums) - 1) == max(nums)
True
True
True
True
>>> nums = [1, 3, 5, 7, 9, 2, 4, 6, 8, 10]
>>> find_max(nums, 0, len(nums) - 1) == max(nums)
True
>>> find_max([], 0, 0)
Traceback (most recent call last):
...
ValueError: find_max() arg is an empty sequence
>>> find_max(nums, 0, len(nums)) == max(nums)
Traceback (most recent call last):
...
IndexError: list index out of range
>>> find_max(nums, -len(nums), -1) == max(nums)
True
>>> find_max(nums, -len(nums) - 1, -1) == max(nums)
Traceback (most recent call last):
...
IndexError: list index out of range
"""
if len(nums) == 0:
raise ValueError("find_max() arg is an empty sequence")
if (
left >= len(nums)
or left < -len(nums)
or right >= len(nums)
or right < -len(nums)
):
raise IndexError("list index out of range")
if left == right:
return nums[left]
mid = (left + right) >> 1 # the middle
left_max = find_max(nums, left, mid) # find max in range[left, mid]
right_max = find_max(nums, mid + 1, right) # find max in range[mid + 1, right]
return left_max if left_max >= right_max else right_max
if __name__ == "__main__":
import doctest
doctest.testmod(verbose=True)

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@ -1,33 +1,86 @@
from __future__ import annotations from __future__ import annotations
def find_min(nums: list[int | float]) -> int | float: def find_min_iterative(nums: list[int | float]) -> int | float:
""" """
Find Minimum Number in a List Find Minimum Number in a List
:param nums: contains elements :param nums: contains elements
:return: min number in list :return: min number in list
>>> for nums in ([3, 2, 1], [-3, -2, -1], [3, -3, 0], [3.0, 3.1, 2.9]): >>> for nums in ([3, 2, 1], [-3, -2, -1], [3, -3, 0], [3.0, 3.1, 2.9]):
... find_min(nums) == min(nums) ... find_min_iterative(nums) == min(nums)
True True
True True
True True
True True
>>> find_min([0, 1, 2, 3, 4, 5, -3, 24, -56]) >>> find_min_iterative([0, 1, 2, 3, 4, 5, -3, 24, -56])
-56 -56
>>> find_min([]) >>> find_min_iterative([])
Traceback (most recent call last): Traceback (most recent call last):
... ...
ValueError: find_min() arg is an empty sequence ValueError: find_min_iterative() arg is an empty sequence
""" """
if len(nums) == 0: if len(nums) == 0:
raise ValueError("find_min() arg is an empty sequence") raise ValueError("find_min_iterative() arg is an empty sequence")
min_num = nums[0] min_num = nums[0]
for num in nums: for num in nums:
min_num = min(min_num, num) min_num = min(min_num, num)
return min_num return min_num
# Divide and Conquer algorithm
def find_min_recursive(nums: list[int | float], left: int, right: int) -> int | float:
"""
find min value in list
:param nums: contains elements
:param left: index of first element
:param right: index of last element
:return: min in nums
>>> for nums in ([3, 2, 1], [-3, -2, -1], [3, -3, 0], [3.0, 3.1, 2.9]):
... find_min_recursive(nums, 0, len(nums) - 1) == min(nums)
True
True
True
True
>>> nums = [1, 3, 5, 7, 9, 2, 4, 6, 8, 10]
>>> find_min_recursive(nums, 0, len(nums) - 1) == min(nums)
True
>>> find_min_recursive([], 0, 0)
Traceback (most recent call last):
...
ValueError: find_min_recursive() arg is an empty sequence
>>> find_min_recursive(nums, 0, len(nums)) == min(nums)
Traceback (most recent call last):
...
IndexError: list index out of range
>>> find_min_recursive(nums, -len(nums), -1) == min(nums)
True
>>> find_min_recursive(nums, -len(nums) - 1, -1) == min(nums)
Traceback (most recent call last):
...
IndexError: list index out of range
"""
if len(nums) == 0:
raise ValueError("find_min_recursive() arg is an empty sequence")
if (
left >= len(nums)
or left < -len(nums)
or right >= len(nums)
or right < -len(nums)
):
raise IndexError("list index out of range")
if left == right:
return nums[left]
mid = (left + right) >> 1 # the middle
left_min = find_min_recursive(nums, left, mid) # find min in range[left, mid]
right_min = find_min_recursive(
nums, mid + 1, right
) # find min in range[mid + 1, right]
return left_min if left_min <= right_min else right_min
if __name__ == "__main__": if __name__ == "__main__":
import doctest import doctest

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@ -1,58 +0,0 @@
from __future__ import annotations
# Divide and Conquer algorithm
def find_min(nums: list[int | float], left: int, right: int) -> int | float:
"""
find min value in list
:param nums: contains elements
:param left: index of first element
:param right: index of last element
:return: min in nums
>>> for nums in ([3, 2, 1], [-3, -2, -1], [3, -3, 0], [3.0, 3.1, 2.9]):
... find_min(nums, 0, len(nums) - 1) == min(nums)
True
True
True
True
>>> nums = [1, 3, 5, 7, 9, 2, 4, 6, 8, 10]
>>> find_min(nums, 0, len(nums) - 1) == min(nums)
True
>>> find_min([], 0, 0)
Traceback (most recent call last):
...
ValueError: find_min() arg is an empty sequence
>>> find_min(nums, 0, len(nums)) == min(nums)
Traceback (most recent call last):
...
IndexError: list index out of range
>>> find_min(nums, -len(nums), -1) == min(nums)
True
>>> find_min(nums, -len(nums) - 1, -1) == min(nums)
Traceback (most recent call last):
...
IndexError: list index out of range
"""
if len(nums) == 0:
raise ValueError("find_min() arg is an empty sequence")
if (
left >= len(nums)
or left < -len(nums)
or right >= len(nums)
or right < -len(nums)
):
raise IndexError("list index out of range")
if left == right:
return nums[left]
mid = (left + right) >> 1 # the middle
left_min = find_min(nums, left, mid) # find min in range[left, mid]
right_min = find_min(nums, mid + 1, right) # find min in range[mid + 1, right]
return left_min if left_min <= right_min else right_min
if __name__ == "__main__":
import doctest
doctest.testmod(verbose=True)