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authorIdan Horowitz <idan.horowitz@gmail.com>2021-03-03 23:05:34 +0200
committerAndreas Kling <kling@serenityos.org>2021-03-13 20:07:25 +0100
commit168cf6fac9c9796884480bd4e98a6a37983c8f3d (patch)
tree9791b5ede355a97f13cf2e6f8249e705d9f85202
parent0ddc0e45aec1f71f6c4604ad67cf36cda7181e2b (diff)
downloadserenity-168cf6fac9c9796884480bd4e98a6a37983c8f3d.zip
AK: Implement minimum BinaryHeap
This enables efficient implementations of priority queues, and will also be used in LibCompress for efficient huffman tree generation.
-rw-r--r--AK/BinaryHeap.h128
-rw-r--r--AK/Tests/CMakeLists.txt1
-rw-r--r--AK/Tests/TestBinaryHeap.cpp89
3 files changed, 218 insertions, 0 deletions
diff --git a/AK/BinaryHeap.h b/AK/BinaryHeap.h
new file mode 100644
index 0000000000..0c8be31bd0
--- /dev/null
+++ b/AK/BinaryHeap.h
@@ -0,0 +1,128 @@
+/*
+ * Copyright (c) 2021, Idan Horowitz <idan.horowitz@gmail.com>
+ * All rights reserved.
+ *
+ * Redistribution and use in source and binary forms, with or without
+ * modification, are permitted provided that the following conditions are met:
+ *
+ * 1. Redistributions of source code must retain the above copyright notice, this
+ * list of conditions and the following disclaimer.
+ *
+ * 2. Redistributions in binary form must reproduce the above copyright notice,
+ * this list of conditions and the following disclaimer in the documentation
+ * and/or other materials provided with the distribution.
+ *
+ * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+ * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+ * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+ * DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
+ * FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+ * DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
+ * SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
+ * CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
+ * OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+ * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ */
+
+#pragma once
+
+namespace AK {
+
+template<typename K, typename V, size_t Capacity>
+class BinaryHeap {
+public:
+ BinaryHeap() = default;
+ ~BinaryHeap() = default;
+
+ // This constructor allows for O(n) construction of the heap (instead of O(nlogn) for repeated insertions)
+ BinaryHeap(K keys[], V values[], size_t size)
+ {
+ VERIFY(size <= Capacity);
+ m_size = size;
+ __builtin_memcpy(m_keys, keys, size * sizeof(K));
+ __builtin_memcpy(m_values, values, size * sizeof(V));
+
+ for (ssize_t i = size / 2; i >= 0; i--) {
+ heapify_down(i);
+ }
+ }
+
+ [[nodiscard]] size_t size() const { return m_size; }
+ [[nodiscard]] bool is_empty() const { return m_size == 0; }
+
+ void insert(K key, V value)
+ {
+ VERIFY(m_size < Capacity);
+ auto index = m_size++;
+ m_keys[index] = key;
+ m_values[index] = value;
+ heapify_up(index);
+ }
+
+ V pop_min()
+ {
+ VERIFY(!is_empty());
+ auto index = --m_size;
+ swap(m_keys[0], m_keys[index]);
+ swap(m_values[0], m_values[index]);
+ heapify_down(0);
+ return m_values[index];
+ }
+
+ const V& peek_min() const
+ {
+ VERIFY(!is_empty());
+ return m_values[0];
+ }
+
+ const V& peek_min_key() const
+ {
+ VERIFY(!is_empty());
+ return m_keys[0];
+ }
+
+ void clear()
+ {
+ m_size = 0;
+ }
+
+private:
+ void heapify_down(size_t index)
+ {
+ while (index * 2 + 1 < m_size) {
+ auto left_child = index * 2 + 1;
+ auto right_child = index * 2 + 2;
+
+ auto min_child = left_child;
+ if (right_child < m_size && m_keys[right_child] < m_keys[min_child])
+ min_child = right_child;
+
+ if (m_keys[index] <= m_keys[min_child])
+ break;
+ swap(m_keys[index], m_keys[min_child]);
+ swap(m_values[index], m_values[min_child]);
+ index = min_child;
+ }
+ }
+
+ void heapify_up(size_t index)
+ {
+ while (index != 0) {
+ auto parent = (index - 1) / 2;
+
+ if (m_keys[index] >= m_keys[parent])
+ break;
+ swap(m_keys[index], m_keys[parent]);
+ swap(m_values[index], m_values[parent]);
+ index = parent;
+ }
+ }
+
+ K m_keys[Capacity];
+ V m_values[Capacity];
+ size_t m_size { 0 };
+};
+
+}
+
+using AK::BinaryHeap;
diff --git a/AK/Tests/CMakeLists.txt b/AK/Tests/CMakeLists.txt
index c7057d5a9d..3d5bc360a2 100644
--- a/AK/Tests/CMakeLists.txt
+++ b/AK/Tests/CMakeLists.txt
@@ -7,6 +7,7 @@ set(AK_TEST_SOURCES
TestAtomic.cpp
TestBadge.cpp
TestBase64.cpp
+ TestBinaryHeap.cpp
TestBinarySearch.cpp
TestBitmap.cpp
TestByteBuffer.cpp
diff --git a/AK/Tests/TestBinaryHeap.cpp b/AK/Tests/TestBinaryHeap.cpp
new file mode 100644
index 0000000000..43d542123a
--- /dev/null
+++ b/AK/Tests/TestBinaryHeap.cpp
@@ -0,0 +1,89 @@
+/*
+ * Copyright (c) 2021, Idan Horowitz <idan.horowitz@gmail.com>
+ * All rights reserved.
+ *
+ * Redistribution and use in source and binary forms, with or without
+ * modification, are permitted provided that the following conditions are met:
+ *
+ * 1. Redistributions of source code must retain the above copyright notice, this
+ * list of conditions and the following disclaimer.
+ *
+ * 2. Redistributions in binary form must reproduce the above copyright notice,
+ * this list of conditions and the following disclaimer in the documentation
+ * and/or other materials provided with the distribution.
+ *
+ * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+ * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+ * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+ * DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
+ * FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+ * DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
+ * SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
+ * CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
+ * OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+ * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ */
+
+#include <AK/TestSuite.h>
+
+#include <AK/BinaryHeap.h>
+#include <AK/String.h>
+
+TEST_CASE(construct)
+{
+ BinaryHeap<int, int, 5> empty;
+ EXPECT(empty.is_empty());
+ EXPECT(empty.size() == 0);
+}
+
+TEST_CASE(construct_from_existing)
+{
+ int keys[] = { 3, 2, 1 };
+ char values[] = { 'c', 'b', 'a' };
+ BinaryHeap<int, char, 5> from_existing(keys, values, 3);
+ EXPECT(from_existing.size() == 3);
+ EXPECT_EQ(from_existing.pop_min(), 'a');
+ EXPECT_EQ(from_existing.pop_min(), 'b');
+ EXPECT_EQ(from_existing.pop_min(), 'c');
+}
+
+TEST_CASE(populate_int)
+{
+ BinaryHeap<int, int, 5> ints;
+ ints.insert(1, 10);
+ ints.insert(3, 20);
+ ints.insert(2, 30);
+ EXPECT_EQ(ints.size(), 3u);
+ EXPECT_EQ(ints.pop_min(), 10);
+ EXPECT_EQ(ints.size(), 2u);
+ EXPECT_EQ(ints.pop_min(), 30);
+ EXPECT_EQ(ints.size(), 1u);
+ EXPECT_EQ(ints.pop_min(), 20);
+ EXPECT_EQ(ints.size(), 0u);
+}
+
+TEST_CASE(populate_string)
+{
+ BinaryHeap<int, String, 5> strings;
+ strings.insert(1, "ABC");
+ strings.insert(2, "DEF");
+ EXPECT_EQ(strings.size(), 2u);
+ EXPECT_EQ(strings.pop_min(), "ABC");
+ EXPECT_EQ(strings.pop_min(), "DEF");
+ EXPECT(strings.is_empty());
+}
+
+TEST_CASE(large_populate_reverse)
+{
+ BinaryHeap<int, int, 1024> ints;
+ for (int i = 1023; i >= 0; i--) {
+ ints.insert(i, i);
+ }
+ EXPECT_EQ(ints.size(), 1024u);
+ for (int i = 0; i < 1024; i++) {
+ EXPECT_EQ(ints.peek_min(), i);
+ EXPECT_EQ(ints.pop_min(), i);
+ }
+}
+
+TEST_MAIN(BinaryHeap)