Python/data_structures/suffix_tree/suffix_tree.py
Ramy 976e385c1d
Implemented Suffix Tree Data Structure (#11554)
* Implemented KD-Tree Data Structure

* Implemented KD-Tree Data Structure. updated DIRECTORY.md.

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* Create __init__.py

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* Replaced legacy `np.random.rand` call with `np.random.Generator` in kd_tree/example_usage.py

* Replaced legacy `np.random.rand` call with `np.random.Generator` in kd_tree/hypercube_points.py

* added typehints and docstrings

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* docstring for search()

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* Added tests. Updated docstrings/typehints

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* updated tests and used | for type annotations

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* E501 for build_kdtree.py, hypercube_points.py, nearest_neighbour_search.py

* I001 for example_usage.py and test_kdtree.py

* I001 for example_usage.py and test_kdtree.py

* Update data_structures/kd_tree/build_kdtree.py

Co-authored-by: Christian Clauss <cclauss@me.com>

* Update data_structures/kd_tree/example/hypercube_points.py

Co-authored-by: Christian Clauss <cclauss@me.com>

* Update data_structures/kd_tree/example/hypercube_points.py

Co-authored-by: Christian Clauss <cclauss@me.com>

* Added new test cases requested in Review. Refactored the test_build_kdtree() to include various checks.

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* Considered ruff errors

* Considered ruff errors

* Apply suggestions from code review

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* Update kd_node.py

* imported annotations from __future__

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* Implementation of the suffix tree data structure

* Adding data to DIRECTORY.md

* Minor file renaming

* minor correction

* renaming in DIRECTORY.md

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* Considering ruff part-1

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* Considering ruff part-2

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* Considering ruff part-3

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* Considering ruff part-4

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* Considering ruff part-5

* Implemented Suffix Tree Data Structure.
Added some comments to my files in #11532, #11554.

* updating DIRECTORY.md

* Implemented Suffix Tree Data Structure.
Added some comments to my files in #11532, #11554.

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Christian Clauss <cclauss@me.com>
Co-authored-by: Ramy-Badr-Ahmed <Ramy-Badr-Ahmed@users.noreply.github.com>
2024-09-28 15:37:00 +02:00

67 lines
2.0 KiB
Python

# Created by: Ramy-Badr-Ahmed (https://github.com/Ramy-Badr-Ahmed)
# in Pull Request: #11554
# https://github.com/TheAlgorithms/Python/pull/11554
#
# Please mention me (@Ramy-Badr-Ahmed) in any issue or pull request
# addressing bugs/corrections to this file.
# Thank you!
from data_structures.suffix_tree.suffix_tree_node import SuffixTreeNode
class SuffixTree:
def __init__(self, text: str) -> None:
"""
Initializes the suffix tree with the given text.
Args:
text (str): The text for which the suffix tree is to be built.
"""
self.text: str = text
self.root: SuffixTreeNode = SuffixTreeNode()
self.build_suffix_tree()
def build_suffix_tree(self) -> None:
"""
Builds the suffix tree for the given text by adding all suffixes.
"""
text = self.text
n = len(text)
for i in range(n):
suffix = text[i:]
self._add_suffix(suffix, i)
def _add_suffix(self, suffix: str, index: int) -> None:
"""
Adds a suffix to the suffix tree.
Args:
suffix (str): The suffix to add.
index (int): The starting index of the suffix in the original text.
"""
node = self.root
for char in suffix:
if char not in node.children:
node.children[char] = SuffixTreeNode()
node = node.children[char]
node.is_end_of_string = True
node.start = index
node.end = index + len(suffix) - 1
def search(self, pattern: str) -> bool:
"""
Searches for a pattern in the suffix tree.
Args:
pattern (str): The pattern to search for.
Returns:
bool: True if the pattern is found, False otherwise.
"""
node = self.root
for char in pattern:
if char not in node.children:
return False
node = node.children[char]
return True