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AK: Implement minimum BinaryHeap
This enables efficient implementations of priority queues, and will also be used in LibCompress for efficient huffman tree generation.
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parent
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168cf6fac9
Notes:
sideshowbarker
2024-07-18 21:24:36 +09:00
Author: https://github.com/IdanHo Commit: https://github.com/SerenityOS/serenity/commit/168cf6fac9c Pull-request: https://github.com/SerenityOS/serenity/pull/5750 Issue: https://github.com/SerenityOS/serenity/issues/3989 Reviewed-by: https://github.com/alimpfard Reviewed-by: https://github.com/bcoles
3 changed files with 218 additions and 0 deletions
128
AK/BinaryHeap.h
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128
AK/BinaryHeap.h
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/*
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* Copyright (c) 2021, Idan Horowitz <idan.horowitz@gmail.com>
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* All rights reserved.
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*
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* Redistribution and use in source and binary forms, with or without
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* modification, are permitted provided that the following conditions are met:
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*
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* 1. Redistributions of source code must retain the above copyright notice, this
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* list of conditions and the following disclaimer.
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*
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* 2. Redistributions in binary form must reproduce the above copyright notice,
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* this list of conditions and the following disclaimer in the documentation
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* and/or other materials provided with the distribution.
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*
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* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
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* AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
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* IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
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* DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
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* FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
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* DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
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* SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
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* CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
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* OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
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* OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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*/
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#pragma once
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namespace AK {
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template<typename K, typename V, size_t Capacity>
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class BinaryHeap {
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public:
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BinaryHeap() = default;
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~BinaryHeap() = default;
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// This constructor allows for O(n) construction of the heap (instead of O(nlogn) for repeated insertions)
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BinaryHeap(K keys[], V values[], size_t size)
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{
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VERIFY(size <= Capacity);
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m_size = size;
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__builtin_memcpy(m_keys, keys, size * sizeof(K));
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__builtin_memcpy(m_values, values, size * sizeof(V));
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for (ssize_t i = size / 2; i >= 0; i--) {
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heapify_down(i);
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}
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}
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[[nodiscard]] size_t size() const { return m_size; }
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[[nodiscard]] bool is_empty() const { return m_size == 0; }
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void insert(K key, V value)
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{
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VERIFY(m_size < Capacity);
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auto index = m_size++;
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m_keys[index] = key;
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m_values[index] = value;
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heapify_up(index);
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}
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V pop_min()
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{
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VERIFY(!is_empty());
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auto index = --m_size;
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swap(m_keys[0], m_keys[index]);
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swap(m_values[0], m_values[index]);
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heapify_down(0);
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return m_values[index];
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}
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const V& peek_min() const
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{
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VERIFY(!is_empty());
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return m_values[0];
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}
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const V& peek_min_key() const
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{
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VERIFY(!is_empty());
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return m_keys[0];
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}
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void clear()
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{
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m_size = 0;
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}
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private:
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void heapify_down(size_t index)
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{
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while (index * 2 + 1 < m_size) {
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auto left_child = index * 2 + 1;
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auto right_child = index * 2 + 2;
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auto min_child = left_child;
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if (right_child < m_size && m_keys[right_child] < m_keys[min_child])
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min_child = right_child;
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if (m_keys[index] <= m_keys[min_child])
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break;
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swap(m_keys[index], m_keys[min_child]);
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swap(m_values[index], m_values[min_child]);
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index = min_child;
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}
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}
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void heapify_up(size_t index)
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{
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while (index != 0) {
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auto parent = (index - 1) / 2;
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if (m_keys[index] >= m_keys[parent])
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break;
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swap(m_keys[index], m_keys[parent]);
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swap(m_values[index], m_values[parent]);
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index = parent;
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}
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}
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K m_keys[Capacity];
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V m_values[Capacity];
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size_t m_size { 0 };
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};
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}
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using AK::BinaryHeap;
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@ -7,6 +7,7 @@ set(AK_TEST_SOURCES
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TestAtomic.cpp
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TestBadge.cpp
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TestBase64.cpp
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TestBinaryHeap.cpp
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TestBinarySearch.cpp
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TestBitmap.cpp
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TestByteBuffer.cpp
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89
AK/Tests/TestBinaryHeap.cpp
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89
AK/Tests/TestBinaryHeap.cpp
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/*
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* Copyright (c) 2021, Idan Horowitz <idan.horowitz@gmail.com>
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* All rights reserved.
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*
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* Redistribution and use in source and binary forms, with or without
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* modification, are permitted provided that the following conditions are met:
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*
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* 1. Redistributions of source code must retain the above copyright notice, this
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* list of conditions and the following disclaimer.
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*
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* 2. Redistributions in binary form must reproduce the above copyright notice,
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* this list of conditions and the following disclaimer in the documentation
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* and/or other materials provided with the distribution.
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*
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* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
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* AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
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* IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
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* DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
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* FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
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* DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
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* SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
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* CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
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* OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
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* OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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*/
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#include <AK/TestSuite.h>
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#include <AK/BinaryHeap.h>
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#include <AK/String.h>
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TEST_CASE(construct)
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{
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BinaryHeap<int, int, 5> empty;
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EXPECT(empty.is_empty());
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EXPECT(empty.size() == 0);
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}
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TEST_CASE(construct_from_existing)
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{
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int keys[] = { 3, 2, 1 };
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char values[] = { 'c', 'b', 'a' };
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BinaryHeap<int, char, 5> from_existing(keys, values, 3);
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EXPECT(from_existing.size() == 3);
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EXPECT_EQ(from_existing.pop_min(), 'a');
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EXPECT_EQ(from_existing.pop_min(), 'b');
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EXPECT_EQ(from_existing.pop_min(), 'c');
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}
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TEST_CASE(populate_int)
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{
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BinaryHeap<int, int, 5> ints;
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ints.insert(1, 10);
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ints.insert(3, 20);
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ints.insert(2, 30);
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EXPECT_EQ(ints.size(), 3u);
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EXPECT_EQ(ints.pop_min(), 10);
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EXPECT_EQ(ints.size(), 2u);
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EXPECT_EQ(ints.pop_min(), 30);
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EXPECT_EQ(ints.size(), 1u);
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EXPECT_EQ(ints.pop_min(), 20);
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EXPECT_EQ(ints.size(), 0u);
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}
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TEST_CASE(populate_string)
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{
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BinaryHeap<int, String, 5> strings;
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strings.insert(1, "ABC");
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strings.insert(2, "DEF");
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EXPECT_EQ(strings.size(), 2u);
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EXPECT_EQ(strings.pop_min(), "ABC");
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EXPECT_EQ(strings.pop_min(), "DEF");
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EXPECT(strings.is_empty());
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}
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TEST_CASE(large_populate_reverse)
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{
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BinaryHeap<int, int, 1024> ints;
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for (int i = 1023; i >= 0; i--) {
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ints.insert(i, i);
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}
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EXPECT_EQ(ints.size(), 1024u);
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for (int i = 0; i < 1024; i++) {
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EXPECT_EQ(ints.peek_min(), i);
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EXPECT_EQ(ints.pop_min(), i);
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}
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}
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TEST_MAIN(BinaryHeap)
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