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39 changes: 39 additions & 0 deletions sorts/tim_sort.py
Original file line number Diff line number Diff line change
@@ -1,7 +1,30 @@
"""
A pure Python implementation of the Tim Sort algorithm.

For doctests run following command:
python -m doctest -v tim_sort.py
or
python3 -m doctest -v tim_sort.py

For manual testing run:
python tim_sort.py
or
python3 tim_sort.py
"""

from typing import Any


def binary_search(lst: list[Any], item: Any, start: int, end: int) -> int:
"""
Find the insertion position of an item in a sorted list.

:param lst: A sorted list of comparable items.
:param item: The item to insert.
:param start: The starting index of the search range.
:param end: The ending index of the search range.
:return: The index where the item should be inserted.
"""
if start == end:
return start if lst[start] > item else start + 1
if start > end:
Expand All @@ -17,6 +40,12 @@ def binary_search(lst: list[Any], item: Any, start: int, end: int) -> int:


def insertion_sort(lst: list[Any]) -> list[Any]:
"""
Sort a list using the insertion sort algorithm.

:param lst: A list of comparable items.
:return: The sorted list.
"""
length = len(lst)

for index in range(1, length):
Expand All @@ -28,6 +57,13 @@ def insertion_sort(lst: list[Any]) -> list[Any]:


def merge(left: list[Any], right: list[Any]) -> list[Any]:
"""
Merge two sorted lists into a single sorted list.

:param left: The left sorted list.
:param right: The right sorted list.
:return: A merged sorted list.
"""
if not left:
return right

Expand Down Expand Up @@ -76,6 +112,9 @@ def tim_sort(lst: list[Any] | tuple[Any, ...] | str) -> list[Any]:


def main():
"""
Run a simple example of the Tim Sort algorithm.
"""
lst = [5, 9, 10, 3, -4, 5, 178, 92, 46, -18, 0, 7]
sorted_lst = tim_sort(lst)
print(sorted_lst)
Expand Down