feat: Add Splay Tree implementation to data_structures/trees/ for issue #13844#13872
feat: Add Splay Tree implementation to data_structures/trees/ for issue #13844#13872Vedanth-Rach wants to merge 2 commits intoTheAlgorithms:masterfrom
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| class Node: | ||
| """A single node in the Splay Tree.""" | ||
| def __init__(self, key, parent=None, left=None, right=None): |
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| A self-adjusting Binary Search Tree (BST) that uses the splay operation | ||
| to move the most recently accessed node to the root of the tree. | ||
| """ | ||
| def __init__(self): |
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Please provide return type hint for the function: __init__. If the function does not return a value, please provide the type hint as: def function() -> None:
| def __init__(self): | ||
| self.root = None | ||
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| def _rotate(self, x: Node): |
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| else: | ||
| self.root = x # x is the new root | ||
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| def _splay(self, x: Node): |
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| self._rotate(x) # Rotate x first | ||
| self._rotate(x) # Then rotate x again | ||
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| def search(self, key): |
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| self._splay(last) # Splay the last accessed node if key was not found | ||
| return None | ||
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| def insert(self, key): |
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…ue #13844
Describe your change:
This PR introduces the Splay Tree implementation in Python, resolving issue #13844.
The Splay Tree is a self-adjusting Binary Search Tree (BST) that automatically moves frequently accessed nodes closer to the root using the splay operation (a sequence of tree rotations). This ensures that recently or frequently accessed elements can be accessed rapidly again.
Implementation Details
File Location: The implementation is added under data_structures/trees/splay_tree.py.
Structure: It includes a Node class and a SplayTree class with the core logic.
Key Methods Implemented:
_rotate(self, x): Handles single left/right rotations.
_splay(self, x): The core operation, handling zig, zig-zig, and zig-zag cases.
insert(self, key): Inserts the node and splays it to the root.
search(self, key): Searches for a key and splays the accessed node (or the last accessed node if not found) to the root.
Testing: Unit tests are provided in data_structures/trees/splay_tree_test.py to cover insertion and splay behavior.
Linked Issue:
This PR resolves the request in issue #13844.
Checklist: