请用c++代码实现基于两阶段归并排序的集合运算,包括交、并操作。要求有模拟缓冲区设置、模拟磁盘元组数据分块存储、模拟磁盘I/O输入输出、模拟缓冲区运算四个基本功能。元组模拟用整数型数据即可。请详细注释,需能在VS2019编译运行
时间: 2023-12-17 21:05:13 浏览: 95
```c++
#include <iostream>
#include <fstream>
#include <vector>
#include <algorithm>
using namespace std;
const int buffer_size = 5; // 缓冲区大小
const int block_size = 10; // 磁盘块大小
// 缓冲区结构体
struct Buffer {
int data[buffer_size];
int size;
};
// 写入磁盘块
void write_block(int block_num, vector<int>& data) {
ofstream fout(to_string(block_num));
for (int i = 0; i < block_size; i++) {
if (i < data.size()) {
fout << data[i] << endl;
} else {
fout << -1 << endl; // 块剩余部分用-1填充
}
}
fout.close();
}
// 读取磁盘块
vector<int> read_block(int block_num) {
vector<int> data;
ifstream fin(to_string(block_num));
int num;
while (fin >> num) {
if (num != -1) {
data.push_back(num);
} else {
break;
}
}
fin.close();
return data;
}
// 内存中的排序
void sort_buffer(Buffer& buffer) {
sort(buffer.data, buffer.data + buffer.size);
}
// 归并两个有序数组
vector<int> merge(vector<int>& a, vector<int>& b) {
vector<int> res;
int i = 0, j = 0;
while (i < a.size() && j < b.size()) {
if (a[i] == b[j]) {
res.push_back(a[i]);
i++;
j++;
} else if (a[i] < b[j]) {
res.push_back(a[i]);
i++;
} else {
res.push_back(b[j]);
j++;
}
}
while (i < a.size()) {
res.push_back(a[i]);
i++;
}
while (j < b.size()) {
res.push_back(b[j]);
j++;
}
return res;
}
// 从缓冲区读取数据
vector<int> read_from_buffer(Buffer& buffer, int num) {
vector<int> res;
int i = 0;
while (i < buffer.size && res.size() < num) {
res.push_back(buffer.data[i]);
i++;
}
buffer.size -= res.size();
for (int j = i; j < buffer.size; j++) {
buffer.data[j-i] = buffer.data[j];
}
for (int j = buffer.size; j < buffer_size; j++) {
buffer.data[j] = -1;
}
return res;
}
// 向缓冲区写入数据
void write_to_buffer(Buffer& buffer, vector<int>& data) {
int i = 0;
while (i < data.size() && buffer.size < buffer_size) {
buffer.data[buffer.size] = data[i];
buffer.size++;
i++;
}
}
// 交操作
vector<int> intersect(vector<int>& a, vector<int>& b) {
vector<int> res;
int i = 0, j = 0;
while (i < a.size() && j < b.size()) {
if (a[i] == b[j]) {
res.push_back(a[i]);
i++;
j++;
} else if (a[i] < b[j]) {
i++;
} else {
j++;
}
}
return res;
}
// 并操作
vector<int> merge(vector<int>& a, vector<int>& b) {
vector<int> res;
int i = 0, j = 0;
while (i < a.size() && j < b.size()) {
if (a[i] == b[j]) {
res.push_back(a[i]);
i++;
j++;
} else if (a[i] < b[j]) {
res.push_back(a[i]);
i++;
} else {
res.push_back(b[j]);
j++;
}
}
while (i < a.size()) {
res.push_back(a[i]);
i++;
}
while (j < b.size()) {
res.push_back(b[j]);
j++;
}
return res;
}
// 两阶段归并排序
vector<int> two_phase_merge_sort(vector<vector<int>>& data) {
// 第一阶段:内存排序
for (auto& d : data) {
sort(d.begin(), d.end());
}
// 第二阶段:归并
while (data.size() > 1) {
vector<vector<int>> tmp;
for (int i = 0; i < data.size(); i += 2) {
if (i == data.size() - 1) {
tmp.push_back(data[i]);
} else {
tmp.push_back(merge(data[i], data[i+1]));
}
}
data = tmp;
}
return data[0];
}
// 交集运算
void intersect_operation(vector<int>& a, vector<int>& b) {
vector<vector<int>> blocks_a, blocks_b;
int block_num_a = 0, block_num_b = 0;
// 将a、b分块存储到磁盘
for (int i = 0; i < a.size(); i += block_size) {
vector<int> block_data_a = read_from_buffer(a_buffer, block_size);
write_to_buffer(a_buffer, block_data_a);
blocks_a.push_back(block_data_a);
write_block(block_num_a, block_data_a);
block_num_a++;
}
for (int i = 0; i < b.size(); i += block_size) {
vector<int> block_data_b = read_from_buffer(b_buffer, block_size);
write_to_buffer(b_buffer, block_data_b);
blocks_b.push_back(block_data_b);
write_block(block_num_b, block_data_b);
block_num_b++;
}
// 对磁盘上的数据进行排序和归并
vector<vector<int>> sorted_blocks_a, sorted_blocks_b;
for (int i = 0; i < block_num_a; i++) {
sorted_blocks_a.push_back(read_block(i));
}
for (int i = 0; i < block_num_b; i++) {
sorted_blocks_b.push_back(read_block(i));
}
vector<int> sorted_a = two_phase_merge_sort(sorted_blocks_a);
vector<int> sorted_b = two_phase_merge_sort(sorted_blocks_b);
// 对有序数组进行交集操作
vector<int> res = intersect(sorted_a, sorted_b);
// 输出结果
cout << "交集运算结果为:" << endl;
for (auto& num : res) {
cout << num << " ";
}
cout << endl;
}
// 并集运算
void merge_operation(vector<int>& a, vector<int>& b) {
vector<vector<int>> blocks_a, blocks_b;
int block_num_a = 0, block_num_b = 0;
// 将a、b分块存储到磁盘
for (int i = 0; i < a.size(); i += block_size) {
vector<int> block_data_a = read_from_buffer(a_buffer, block_size);
write_to_buffer(a_buffer, block_data_a);
blocks_a.push_back(block_data_a);
write_block(block_num_a, block_data_a);
block_num_a++;
}
for (int i = 0; i < b.size(); i += block_size) {
vector<int> block_data_b = read_from_buffer(b_buffer, block_size);
write_to_buffer(b_buffer, block_data_b);
blocks_b.push_back(block_data_b);
write_block(block_num_b, block_data_b);
block_num_b++;
}
// 对磁盘上的数据进行排序和归并
vector<vector<int>> sorted_blocks_a, sorted_blocks_b;
for (int i = 0; i < block_num_a; i++) {
sorted_blocks_a.push_back(read_block(i));
}
for (int i = 0; i < block_num_b; i++) {
sorted_blocks_b.push_back(read_block(i));
}
vector<int> sorted_a = two_phase_merge_sort(sorted_blocks_a);
vector<int> sorted_b = two_phase_merge_sort(sorted_blocks_b);
// 对有序数组进行并集操作
vector<int> res = merge(sorted_a, sorted_b);
// 输出结果
cout << "并集运算结果为:" << endl;
for (auto& num : res) {
cout << num << " ";
}
cout << endl;
}
int main() {
// 初始化缓冲区
Buffer a_buffer = {{-1, -1, -1, -1, -1}, 0};
Buffer b_buffer = {{-1, -1, -1, -1, -1}, 0};
// 初始化两个集合
vector<int> a = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15};
vector<int> b = {5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19};
// 进行交集运算
intersect_operation(a, b);
// 进行并集运算
merge_operation(a, b);
return 0;
}
```
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