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631 lines (488 loc) · 16.3 KB
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// btree.cpp
#include "btree.h"
#include "btree_unittest_help.h"
#include "catch.hpp"
#include <algorithm>
#include <array>
#include <atomic>
#include <cassert>
#include <cstddef>
#include <locale>
#include <memory>
using namespace std;
// Initializes a btree node
shared_ptr<btree> init() {
shared_ptr<btree> node = std::make_shared<btree>();
return node;
}
// Inserts a key at the index idx in the node
void insert_key_at(shared_ptr<btree> &node, int key, int idx) {
int no_keys = node->num_keys;
for (int i = no_keys - 1; i >= idx; i--) {
node->keys[i + 1] = node->keys[i];
}
node->keys[idx] = key;
node->num_keys++;
}
//Remove a key at the index idx from the node
void remove_key_at(shared_ptr<btree> &node, int idx) {
for (int i = idx + 1; i < node->num_keys; i++) {
node->keys[i - 1] = node->keys[i];
}
node->num_keys--;
}
// Inserts a child at the index
void insert_child_at(shared_ptr<btree> &node, shared_ptr<btree> &child,
int idx) {
int no_children = node->num_keys + 1;
for (int i = no_children - 1; i >= idx; i--) {
node->children[i + 1] = node->children[i];
}
node->children[idx] = child;
}
// Move keys from the left node to the right node
void move_keys(shared_ptr<btree> left, shared_ptr<btree> right, int start) {
int idx = 0;
for (int i = start; i < left->num_keys; i++) {
right->keys[idx++] = left->keys[i];
right->num_keys++;
}
}
// Move children from the left node to the right node
void move_children(shared_ptr<btree> left, shared_ptr<btree> right,
int start_idx, int total_children) {
int idx = 0;
for (int i = start_idx; i < total_children; i++) {
right->children[idx++] = left->children[i];
left->children[i] = nullptr;
}
}
// Clear keys in a node
void clear_keys(shared_ptr<btree> node, int from_idx) {
assert(from_idx < BTREE_ORDER + 1);
for (int i = from_idx; i < node->num_keys; i++) {
node->keys[i] = 0;
}
node->num_keys = from_idx;
}
//Remove a child at idx from the node
void remove_child_at(shared_ptr<btree> &node, int idx) {
for (int i = idx + 1; i < MAX_KEYS + 1; i++) {
node->children[i - 1] = node->children[i];
}
}
//Get the positon of a child node in the node
int get_child_pos(shared_ptr<btree> child, shared_ptr<btree> node) {
for (int i = 0; i < node->num_keys + 1; i++) {
if (node->children[i] == child) {
return i;
}
}
return -1;
}
//Get all the not null children
//Useful for merging where we cant rely on node count
int get_valid_child_count(shared_ptr<btree> node) {
int count = 0, id = 0;
while (node->children[id++] != nullptr) {
count++;
}
return count;
}
// Returns the index where a key can be inserted in a node
int find_idx(array<int, BTREE_ORDER> keys, int l, int h, int target) {
while (l <= h) {
int mid = l + (h - l) / 2;
if (keys[mid] > target) {
h = mid - 1;
} else if (keys[mid] < target) {
l = mid + 1;
} else {
return mid;
}
}
return l;
}
// split the leaf node
void split_leaf(shared_ptr<btree> &leaf, shared_ptr<btree> &parent) {
// This means the leaf node is the root
bool is_root = (parent == nullptr);
shared_ptr<btree> left = leaf;
if (is_root) {
parent = init();
parent->is_leaf = false;
leaf = parent;
}
shared_ptr<btree> right = init();
int mid = (left->num_keys) / 2;
int key_to_insert = left->keys[mid];
int idx_parent =
find_idx(parent->keys, 0, parent->num_keys - 1, key_to_insert);
insert_key_at(parent, key_to_insert, idx_parent);
if (is_root) {
insert_child_at(parent, left, idx_parent);
}
insert_child_at(parent, right, idx_parent + 1);
move_keys(left, right, mid + 1);
clear_keys(left, mid);
}
// split an internal node
void split_internal(shared_ptr<btree> &node, shared_ptr<btree> &parent) {
bool is_root = (parent == nullptr);
shared_ptr<btree> left = node;
if (is_root) {
parent = init();
parent->is_leaf = false;
node = parent;
}
shared_ptr<btree> right = init();
right->is_leaf = false;
int mid = left->num_keys / 2;
int key_to_insert = left->keys[mid];
int idx_parent =
find_idx(parent->keys, 0, parent->num_keys - 1, key_to_insert);
insert_key_at(parent, key_to_insert, idx_parent);
if (is_root) {
insert_child_at(parent, left, idx_parent);
}
insert_child_at(parent, right, idx_parent + 1);
int no_of_keys = left->num_keys;
int no_of_children = no_of_keys + 1;
move_keys(left, right, mid + 1);
clear_keys(node, mid);
int mid_child = no_of_children / 2;
move_children(left, right, mid_child, no_of_children);
}
// Handles main recursive insert logic
void insert_helper(shared_ptr<btree> &node, int key,
shared_ptr<btree> &parent) {
int pos_idx = find_idx(node->keys, 0, node->num_keys - 1, key);
if (node->keys[pos_idx] == key) {
return;
}
// If leaf
if (node->is_leaf) {
int insert_pos_idx = find_idx(node->keys, 0, node->num_keys - 1, key);
insert_key_at(node, key, insert_pos_idx);
if (node->num_keys > MAX_KEYS) {
split_leaf(node, parent);
}
} else {
insert_helper(node->children[pos_idx], key, node);
if (node->num_keys > MAX_KEYS) {
split_internal(node, parent);
}
}
}
void insert(shared_ptr<btree> &root, int key) {
if (root == NULL) {
root = init();
}
shared_ptr<btree> tree_parent = nullptr;
insert_helper(root, key, tree_parent);
}
bool key_exists(shared_ptr<btree> root, int key) {
if (root == nullptr)
return false;
shared_ptr<btree> temp = root;
while (temp != nullptr) {
int insert_pos_idx = find_idx(temp->keys, 0, temp->num_keys - 1, key);
if (temp->keys[insert_pos_idx] == key) {
return true;
}
temp = temp->children[insert_pos_idx];
}
return false;
}
// Find and return the inorder predecessor key by traversing
// to the rightmost node in the left subtree.
// Returns -1 if the node has fewer than MIN_KEYS keys.
int get_inorder_pred_key(shared_ptr<btree> node) {
shared_ptr<btree> temp = node;
while (temp && temp->children[temp->num_keys] != nullptr) {
temp = temp->children[temp->num_keys];
}
if (!temp || temp->num_keys < MIN_KEYS)
return -1;
return temp->keys[temp->num_keys - 1];
}
shared_ptr<btree> get_inorder_pred_node(shared_ptr<btree> node) {
shared_ptr<btree> temp = node;
while (temp && temp->children[temp->num_keys] != nullptr) {
temp = temp->children[temp->num_keys];
}
return temp;
}
// Finds and returns the inorder successor key by traversing
// to the leftmost node in the right subtree.
// Returns -1 if the node has fewer than MIN_KEYS keys.
int get_inorder_suc_key(shared_ptr<btree> node) {
shared_ptr<btree> temp = node;
while (temp && temp->children[0] != nullptr) {
temp = temp->children[0];
}
if (!temp || temp->num_keys < MIN_KEYS)
return -1;
return temp->keys[0];
}
shared_ptr<btree> get_inorder_suc_node(shared_ptr<btree> node) {
shared_ptr<btree> temp = node;
while (temp && temp->children[0] != nullptr) {
temp = temp->children[0];
}
return temp;
}
void merge_leaf_nodes(shared_ptr<btree> &from_node,
shared_ptr<btree> &to_node) {
assert(from_node->num_keys >= 1);
assert(to_node->num_keys >= 1);
if (from_node->keys[0] < to_node->keys[0]) {
for (int i = from_node->num_keys - 1; i >= 0; i--) {
insert_key_at(to_node, from_node->keys[i], 0);
}
} else {
for (int i = 0; i < from_node->num_keys; i++) {
insert_key_at(to_node, from_node->keys[i], to_node->num_keys);
}
}
}
void merge_internal_nodes(shared_ptr<btree> &from_node,
shared_ptr<btree> &to_node) {
if (from_node->keys[0] < to_node->keys[0]) {
for (int i = from_node->num_keys - 1; i >= 0; i--) {
insert_key_at(to_node, from_node->keys[i], 0);
}
int idx = get_valid_child_count(to_node);
for (int i = idx; i >= 0; i--) {
insert_child_at(to_node, from_node->children[i], 0);
}
} else {
int idx = get_valid_child_count(to_node), i = 0;
while (i < BTREE_ORDER && from_node->children[i] != nullptr) {
to_node->children[idx++] = from_node->children[i++];
}
for (int i = 0; i < from_node->num_keys; i++) {
insert_key_at(to_node, from_node->keys[i], to_node->num_keys);
}
}
}
void balance_tree(shared_ptr<btree> &node, shared_ptr<btree> &parent) {
if (node == nullptr || parent == nullptr)
return;
// First balance all the children
for (int i = 0; i < node->num_keys + 1; i++) {
if (node->children[i] != nullptr) {
balance_tree(node->children[i], node);
}
}
if (node == nullptr)
return;
// All the children are balanced
if (node->num_keys < MIN_KEYS) {
int child_pos = get_child_pos(node, parent);
shared_ptr<btree> left_sib = nullptr;
if (child_pos - 1 >= 0) {
left_sib = parent->children[child_pos - 1];
}
shared_ptr<btree> right_sib = nullptr;
if (child_pos + 1 < BTREE_ORDER + 1) {
right_sib = parent->children[child_pos + 1];
}
if (left_sib != nullptr && left_sib->num_keys > MIN_KEYS) {
int in_ord_pred = left_sib->keys[left_sib->num_keys - 1];
remove_key_at(left_sib, left_sib->num_keys - 1);
int parent_key = parent->keys[child_pos - 1];
parent->keys[child_pos] = in_ord_pred;
int insert_pos = find_idx(node->keys, 0, node->num_keys - 1, parent_key);
insert_key_at(node, parent_key, insert_pos);
if (!node->is_leaf) {
shared_ptr<btree> in_ord_pred_child =
left_sib->children[left_sib->num_keys];
remove_child_at(left_sib, left_sib->num_keys);
insert_child_at(node, in_ord_pred_child, insert_pos);
}
} else if (right_sib != nullptr && right_sib->num_keys > MIN_KEYS) {
int in_ord_suc = right_sib->keys[0];
remove_key_at(right_sib, 0);
int parent_key = parent->keys[child_pos];
parent->keys[child_pos] = in_ord_suc;
int insert_pos = find_idx(node->keys, 0, node->num_keys - 1, parent_key);
insert_key_at(node, parent_key, insert_pos);
if (!node->is_leaf) {
shared_ptr<btree> in_ord_suc_child = left_sib->children[0];
remove_child_at(right_sib, 0);
insert_child_at(node, in_ord_suc_child, insert_pos);
}
} else {
if (left_sib != nullptr) {
int left_sib_idx = child_pos - 1;
int root_key = parent->keys[left_sib_idx];
insert_key_at(left_sib, root_key, left_sib->num_keys);
if (node->is_leaf) {
merge_leaf_nodes(left_sib, node);
} else {
merge_internal_nodes(left_sib, node);
}
remove_key_at(parent, left_sib_idx);
remove_child_at(parent, left_sib_idx);
} else if (right_sib != nullptr) {
int right_sib_idx = child_pos + 1;
int root_key = parent->keys[child_pos];
insert_key_at(right_sib, root_key, 0);
if (node->is_leaf) {
merge_leaf_nodes(right_sib, node);
} else {
merge_internal_nodes(right_sib, node);
}
remove_key_at(parent, child_pos);
remove_child_at(parent, right_sib_idx);
}
}
}
}
void remove_helper(shared_ptr<btree> &node, int key,
shared_ptr<btree> &parent) {
if (node == nullptr)
return;
int pos_idx = find_idx(node->keys, 0, node->num_keys - 1, key);
// Check if the key exists in this node
// Else do nothing, go to the child
if (node->keys[pos_idx] == key) {
if (node->is_leaf) {
if (node->num_keys > MIN_KEYS) {
remove_key_at(node, pos_idx);
return;
} else if (node->num_keys <= MIN_KEYS) {
int child_pos = get_child_pos(node, parent);
shared_ptr<btree> left_sib = nullptr;
if (child_pos - 1 >= 0) {
left_sib = parent->children[child_pos - 1];
}
shared_ptr<btree> right_sib = nullptr;
if (child_pos + 1 < BTREE_ORDER + 1) {
right_sib = parent->children[child_pos + 1];
}
if (left_sib != nullptr && left_sib->num_keys > MIN_KEYS) {
int in_ord_pred = left_sib->keys[left_sib->num_keys - 1];
remove_key_at(left_sib, left_sib->num_keys - 1);
int parent_key = parent->keys[child_pos - 1];
parent->keys[child_pos - 1] = in_ord_pred;
remove_key_at(node, pos_idx);
int insert_pos =
find_idx(node->keys, 0, node->num_keys - 1, parent_key);
insert_key_at(node, parent_key, insert_pos);
} else if (right_sib != nullptr && right_sib->num_keys > MIN_KEYS) {
int in_ord_suc = right_sib->keys[0];
remove_key_at(right_sib, 0);
int parent_key = parent->keys[child_pos];
parent->keys[child_pos] = in_ord_suc;
remove_key_at(node, pos_idx);
int insert_pos =
find_idx(node->keys, 0, node->num_keys - 1, parent_key);
insert_key_at(node, parent_key, insert_pos);
} else {
remove_key_at(node, pos_idx);
if (left_sib != nullptr) {
int left_sib_idx = child_pos - 1;
int root_key = parent->keys[left_sib_idx];
insert_key_at(left_sib, root_key, left_sib->num_keys);
merge_leaf_nodes(left_sib, node);
remove_key_at(parent, left_sib_idx);
remove_child_at(parent, left_sib_idx);
print_tree(parent);
if (parent != nullptr && parent->num_keys == 0) {
parent = node;
}
} else if (right_sib != nullptr) {
int right_sib_idx = child_pos + 1;
int root_key = parent->keys[child_pos];
insert_key_at(right_sib, root_key, 0);
merge_leaf_nodes(right_sib, node);
remove_key_at(parent, child_pos);
remove_child_at(parent, right_sib_idx);
if (parent != nullptr && parent->num_keys == 0) {
parent = node;
}
}
}
}
} else {
// key to delete is in an internal node
shared_ptr<btree> left_node = node->children[pos_idx];
shared_ptr<btree> right_node = node->children[pos_idx + 1];
if (left_node->num_keys > MIN_KEYS) {
int in_ord_pred_key = get_inorder_pred_key(left_node);
shared_ptr<btree> in_ord_pred_node = get_inorder_pred_node(left_node);
node->keys[pos_idx] = in_ord_pred_key;
remove_helper(left_node, in_ord_pred_key, node);
} else if (right_node->num_keys > MIN_KEYS) {
int in_ord_suc_key = get_inorder_suc_key(right_node);
shared_ptr<btree> in_ord_suc_node = get_inorder_suc_node(right_node);
node->keys[pos_idx] = in_ord_suc_key;
remove_helper(right_node, in_ord_suc_key, node);
} else {
insert_key_at(left_node, key, left_node->num_keys);
if (left_node->is_leaf) {
merge_leaf_nodes(right_node, left_node);
} else {
merge_internal_nodes(right_node, left_node);
}
remove_key_at(node, pos_idx);
remove_child_at(node, pos_idx + 1);
remove_helper(left_node, key, node);
}
}
} else {
remove_helper(node->children[pos_idx], key, node);
}
if (parent != nullptr && node != nullptr && node->num_keys < MIN_KEYS) {
balance_tree(node, parent);
}
}
void remove(shared_ptr<btree> &root, int key) {
if (root == nullptr)
return;
// If key does not exist, do nothing
if (!key_exists(root, key))
return;
shared_ptr<btree> parent = nullptr;
remove_helper(root, key, parent);
if (root->num_keys == 0) {
root = root->children[0];
}
print_tree(root);
}
shared_ptr<btree> find(shared_ptr<btree> &root, int key) {
int pos_idx = find_idx(root->keys, 0, root->num_keys - 1, key);
if (root->keys[pos_idx] == key) {
return root;
} else if (root->is_leaf) {
return root;
}
shared_ptr<btree> child_node = find(root->children[pos_idx], key);
return child_node;
}
int count_nodes(shared_ptr<btree> &root) {
if (root == nullptr) {
return 0;
}
int count = 1;
for (int i = 0; i < root->num_keys + 1; i++) {
if (root->children[i] != nullptr) {
count += count_nodes(root->children[i]);
}
}
return count;
}
int count_keys(std::shared_ptr<btree> &root) {
if (root == nullptr) {
return 0;
}
int count = root->num_keys;
for (int i = 0; i < root->num_keys + 1; i++) {
if (root->children[i] != nullptr) {
count += count_keys(root->children[i]);
}
}
return count;
}