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test_data_structures.py
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280 lines (226 loc) · 7.94 KB
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"""Tests for data structures in algorithms/data_structures."""
import unittest
from algorithms.data_structures.avl_tree import AvlTree
from algorithms.data_structures.hash_table import HashTable, ResizableHashTable
from algorithms.data_structures.red_black_tree import RBNode, RBTree
from algorithms.data_structures.segment_tree import SegmentTree
from algorithms.data_structures.separate_chaining_hash_table import (
SeparateChainingHashTable,
)
from algorithms.data_structures.trie import Trie
from algorithms.data_structures.union_find import Union
class TestRBTree(unittest.TestCase):
def _make_tree(self, values):
tree = RBTree()
for v in values:
tree.insert(RBNode(v, 1))
return tree
def test_insert_single(self):
tree = self._make_tree([5])
result = tree.inorder()
self.assertEqual(len(result), 1)
self.assertEqual(result[0]["val"], 5)
def test_insert_multiple_sorted(self):
values = [11, 2, 14, 1, 7, 15, 5, 8, 4]
tree = self._make_tree(values)
result = tree.inorder()
vals = [r["val"] for r in result]
self.assertEqual(vals, sorted(values))
def test_root_is_black(self):
tree = self._make_tree([10, 5, 15])
self.assertEqual(tree.root.color, 0)
def test_empty_tree(self):
tree = RBTree()
self.assertIsNone(tree.root)
self.assertEqual(tree.inorder(), [])
def test_insert_duplicates_order(self):
tree = self._make_tree([3, 1, 2])
result = tree.inorder()
vals = [r["val"] for r in result]
self.assertEqual(vals, [1, 2, 3])
class TestAvlTree(unittest.TestCase):
def test_insert_single(self):
tree = AvlTree()
tree.insert(10)
self.assertIsNotNone(tree.node)
self.assertEqual(tree.node.val, 10)
def test_insert_multiple_root_exists(self):
tree = AvlTree()
for v in [5, 3, 7, 1, 4]:
tree.insert(v)
self.assertIsNotNone(tree.node)
def test_balanced_after_insert(self):
tree = AvlTree()
for v in [1, 2, 3, 4, 5]:
tree.insert(v)
# Tree should remain balanced; height should be <= log2(5)+1 ~ 3
self.assertLessEqual(tree.height, 3)
def test_empty_tree(self):
tree = AvlTree()
self.assertIsNone(tree.node)
self.assertEqual(tree.in_order_traverse(), [])
def test_in_order_traverse_populated(self):
tree = AvlTree()
for v in [5, 3, 7, 1, 4]:
tree.insert(v)
self.assertEqual(tree.in_order_traverse(), [1, 3, 4, 5, 7])
def test_insert_balance_factor(self):
tree = AvlTree()
for v in [5, 4, 3, 2, 1]:
tree.insert(v)
# After balancing, the balance factor should be within [-1, 1]
self.assertIn(tree.balance, [-1, 0, 1])
class TestTrie(unittest.TestCase):
def test_insert_and_search(self):
trie = Trie()
trie.insert("apple")
self.assertTrue(trie.search("apple"))
def test_search_missing(self):
trie = Trie()
trie.insert("apple")
self.assertFalse(trie.search("app"))
def test_starts_with(self):
trie = Trie()
trie.insert("apple")
self.assertTrue(trie.starts_with("app"))
self.assertFalse(trie.starts_with("apl"))
def test_empty_trie(self):
trie = Trie()
self.assertFalse(trie.search("anything"))
self.assertFalse(trie.starts_with("a"))
def test_multiple_words(self):
trie = Trie()
for w in ["cat", "car", "card", "care"]:
trie.insert(w)
self.assertTrue(trie.search("card"))
self.assertFalse(trie.search("ca"))
self.assertTrue(trie.starts_with("ca"))
def test_insert_single_char(self):
trie = Trie()
trie.insert("a")
self.assertTrue(trie.search("a"))
self.assertFalse(trie.search("b"))
class TestUnionFind(unittest.TestCase):
def test_add_and_root(self):
uf = Union()
uf.add(1)
self.assertEqual(uf.root(1), 1)
def test_unite_connects(self):
uf = Union()
uf.add(1)
uf.add(2)
uf.unite(1, 2)
self.assertEqual(uf.root(1), uf.root(2))
def test_not_connected(self):
uf = Union()
uf.add(1)
uf.add(2)
self.assertNotEqual(uf.root(1), uf.root(2))
def test_count_decrements_on_unite(self):
uf = Union()
uf.add(1)
uf.add(2)
uf.add(3)
self.assertEqual(uf.count, 3)
uf.unite(1, 2)
self.assertEqual(uf.count, 2)
def test_unite_same_element(self):
uf = Union()
uf.add(1)
uf.unite(1, 1)
self.assertEqual(uf.count, 1)
def test_transitive_connectivity(self):
uf = Union()
for x in [1, 2, 3]:
uf.add(x)
uf.unite(1, 2)
uf.unite(2, 3)
self.assertEqual(uf.root(1), uf.root(3))
class TestSegmentTree(unittest.TestCase):
def test_max_query(self):
tree = SegmentTree([2, 4, 5, 3, 4], max)
self.assertEqual(tree.query(2, 4), 5)
def test_sum_query(self):
tree = SegmentTree([1, 2, 3, 4, 5], lambda a, b: a + b)
self.assertEqual(tree.query(0, 4), 15)
def test_single_element_query(self):
tree = SegmentTree([7, 2, 9], max)
self.assertEqual(tree.query(0, 0), 7)
self.assertEqual(tree.query(2, 2), 9)
def test_full_range_max(self):
arr = [3, 1, 4, 1, 5, 9, 2, 6]
tree = SegmentTree(arr, max)
self.assertEqual(tree.query(0, len(arr) - 1), 9)
class TestHashTable(unittest.TestCase):
def test_put_and_get(self):
ht = HashTable()
ht.put(1, "one")
self.assertEqual(ht.get(1), "one")
def test_get_missing(self):
ht = HashTable()
self.assertIsNone(ht.get(99))
def test_delete(self):
ht = HashTable()
ht.put(1, "one")
ht.del_(1)
self.assertIsNone(ht.get(1))
def test_update_existing(self):
ht = HashTable()
ht.put(1, "one")
ht.put(1, "ONE")
self.assertEqual(ht.get(1), "ONE")
def test_len(self):
ht = HashTable()
ht.put(1, "a")
ht.put(2, "b")
self.assertEqual(len(ht), 2)
def test_bracket_operators(self):
ht = HashTable()
ht[5] = "five"
self.assertEqual(ht[5], "five")
del ht[5]
self.assertIsNone(ht[5])
class TestResizableHashTable(unittest.TestCase):
def test_put_and_get(self):
ht = ResizableHashTable()
ht.put(1, "a")
self.assertEqual(ht.get(1), "a")
def test_resizes_automatically(self):
ht = ResizableHashTable()
for i in range(20):
ht.put(i, str(i))
for i in range(20):
self.assertEqual(ht.get(i), str(i))
class TestSeparateChainingHashTable(unittest.TestCase):
def test_put_and_get(self):
table = SeparateChainingHashTable()
table.put("hello", "world")
self.assertEqual(table.get("hello"), "world")
def test_get_missing(self):
table = SeparateChainingHashTable()
self.assertIsNone(table.get("missing"))
def test_delete(self):
table = SeparateChainingHashTable()
table.put("key", "value")
table.del_("key")
self.assertIsNone(table.get("key"))
def test_len(self):
table = SeparateChainingHashTable()
table.put("a", 1)
table.put("b", 2)
self.assertEqual(len(table), 2)
def test_collision_handling(self):
# Force collision by using small table
table = SeparateChainingHashTable(size=1)
table.put("x", 10)
table.put("y", 20)
self.assertEqual(table.get("x"), 10)
self.assertEqual(table.get("y"), 20)
def test_bracket_operators(self):
table = SeparateChainingHashTable()
table["k"] = "v"
self.assertEqual(table["k"], "v")
del table["k"]
self.assertIsNone(table["k"])
if __name__ == "__main__":
unittest.main()