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Added doctest to hash_map.py #11082

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Oct 29, 2023
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111 changes: 110 additions & 1 deletion data_structures/hashing/hash_map.py
Original file line number Diff line number Diff line change
Expand Up @@ -54,6 +54,14 @@ def _get_next_ind(self, ind: int) -> int:
Get next index.

Implements linear open addressing.
>>> HashMap(5)._get_next_ind(3)
4
>>> HashMap(5)._get_next_ind(5)
1
>>> HashMap(5)._get_next_ind(6)
2
>>> HashMap(5)._get_next_ind(9)
0
"""
return (ind + 1) % len(self._buckets)

Expand Down Expand Up @@ -82,6 +90,14 @@ def _is_full(self) -> bool:
Return true if we have reached safe capacity.

So we need to increase the number of buckets to avoid collisions.

>>> hm = HashMap(2)
>>> hm._add_item(1, 10)
>>> hm._add_item(2, 20)
>>> hm._is_full()
True
>>> HashMap(2)._is_full()
False
"""
limit = len(self._buckets) * self._capacity_factor
return len(self) >= int(limit)
Expand Down Expand Up @@ -114,17 +130,104 @@ def _iterate_buckets(self, key: KEY) -> Iterator[int]:
ind = self._get_next_ind(ind)

def _add_item(self, key: KEY, val: VAL) -> None:
"""
Try to add 3 elements when the size is 5
>>> hm = HashMap(5)
>>> hm._add_item(1, 10)
>>> hm._add_item(2, 20)
>>> hm._add_item(3, 30)
>>> hm
HashMap(1: 10, 2: 20, 3: 30)

Try to add 3 elements when the size is 5
>>> hm = HashMap(5)
>>> hm._add_item(-5, 10)
>>> hm._add_item(6, 30)
>>> hm._add_item(-7, 20)
>>> hm
HashMap(-5: 10, 6: 30, -7: 20)

Try to add 3 elements when size is 1
>>> hm = HashMap(1)
>>> hm._add_item(10, 13.2)
>>> hm._add_item(6, 5.26)
>>> hm._add_item(7, 5.155)
>>> hm
HashMap(10: 13.2)

Trying to add an element with a key that is a floating point value
>>> hm = HashMap(5)
>>> hm._add_item(1.5, 10)
>>> hm
HashMap(1.5: 10)

5. Trying to add an item with the same key
>>> hm = HashMap(5)
>>> hm._add_item(1, 10)
>>> hm._add_item(1, 20)
>>> hm
HashMap(1: 20)
"""
for ind in self._iterate_buckets(key):
if self._try_set(ind, key, val):
break

def __setitem__(self, key: KEY, val: VAL) -> None:
"""
1. Changing value of item whose key is present
>>> hm = HashMap(5)
>>> hm._add_item(1, 10)
>>> hm.__setitem__(1, 20)
>>> hm
HashMap(1: 20)

2. Changing value of item whose key is not present
>>> hm = HashMap(5)
>>> hm._add_item(1, 10)
>>> hm.__setitem__(0, 20)
>>> hm
HashMap(0: 20, 1: 10)

3. Changing the value of the same item multiple times
>>> hm = HashMap(5)
>>> hm._add_item(1, 10)
>>> hm.__setitem__(1, 20)
>>> hm.__setitem__(1, 30)
>>> hm
HashMap(1: 30)
"""
if self._is_full():
self._size_up()

self._add_item(key, val)

def __delitem__(self, key: KEY) -> None:
"""
>>> hm = HashMap(5)
>>> hm._add_item(1, 10)
>>> hm._add_item(2, 20)
>>> hm._add_item(3, 30)
>>> hm.__delitem__(3)
>>> hm
HashMap(1: 10, 2: 20)
>>> hm = HashMap(5)
>>> hm._add_item(-5, 10)
>>> hm._add_item(6, 30)
>>> hm._add_item(-7, 20)
>>> hm.__delitem__(-5)
>>> hm
HashMap(6: 30, -7: 20)

# Trying to remove a non-existing item
>>> hm = HashMap(5)
>>> hm._add_item(1, 10)
>>> hm._add_item(2, 20)
>>> hm._add_item(3, 30)
>>> hm.__delitem__(4)
Traceback (most recent call last):
...
KeyError: 4
"""
for ind in self._iterate_buckets(key):
item = self._buckets[ind]
if item is None:
Expand Down Expand Up @@ -156,7 +259,13 @@ def __iter__(self) -> Iterator[KEY]:
yield from (item.key for item in self._buckets if item)

def __repr__(self) -> str:
val_string = " ,".join(
val_string = ", ".join(
f"{item.key}: {item.val}" for item in self._buckets if item
)
return f"HashMap({val_string})"


if __name__ == "__main__":
import doctest

doctest.testmod()