关系代数运算基本实现
2011-03-10 14:32
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传统的集合运算：（1）：并（Union）
//并
relate union_relate(relate u_R, relate u_S)
{
relate P;
int i = 0, j = 0, k = 0;
for (i = 0; i < 25; i++)
{
P.num_tuple = u_S.num_tuple;
P.num_row = u_S.num_row;
P.i_A[i] = 0;
P.i_B[i] = 0;
P.i_C[i] = 0;
P.i_D[i] = 0;
P.i_E[i] = 0;
P.i_F[i] = 0;
}
if (u_R.num_row != u_S.num_row)
{
cout << "R、S不是同目关系" << endl;
return P;
}
for (i = 0; i < u_R.num_tuple; i++)
{
P.i_A[i] = u_S.i_A[i];
P.i_B[i] = u_S.i_B[i];
P.i_C[i] = u_S.i_C[i];
}
for (i = 0, k = u_R.num_tuple; i < u_R.num_tuple; i++)
{
for (j = 0; j < u_S.num_tuple; j ++)
{
if (u_R.i_A[i] == u_S.i_A[j]
&& u_R.i_B[i] == u_S.i_B[j]
&& u_R.i_C[i] == u_S.i_C[j])
{
break;
}
else
{
if (j == u_S.num_tuple -1)
{
P.i_A[k] = u_R.i_A[i];
P.i_B[k] = u_R.i_B[i];
P.i_C[k] = u_R.i_C[i];
(P.num_tuple)++;
k++;
}
}
}
}
return P;
}（2）差（Difference）：//差
relate except_relate(relate e_R, relate e_S) //except
{
relate P;
int i = 0, j = 0, k = 0;
for (i = 0; i < 25; i++)
{
P.num_tuple = 0;
P.num_row = e_R.num_row;
P.i_A[i] = 0;
P.i_B[i] = 0;
P.i_C[i] = 0;
P.i_D[i] = 0;
P.i_E[i] = 0;
P.i_F[i] = 0;
}
if (e_R.num_row != e_S.num_row)
{
cout << "R、S不是同目关系" << endl;
return P;
}
for (i = 0, k = 0; i < e_R.num_tuple; i++)
{
for (j = 0; j < e_S.num_tuple; j ++)
{
if (e_R.i_A[i] == e_S.i_A[j]
&& e_R.i_B[i] == e_S.i_B[j]
&& e_R.i_C[i] == e_S.i_C[j])
{
break;
}
else
{
if (j == e_S.num_tuple -1)
{
P.i_A[k] = e_R.i_A[i];
P.i_B[k] = e_R.i_B[i];
P.i_C[k] = e_R.i_C[i];
(P.num_tuple)++;
k++;
}
}
}
}
return P;
}（3）交（Interstation）：/****************************************************************
方法一：
*****************************************************************/
//交
relate intersect_relate(relate i_R, relate i_S) //intersection
{
relate P;
int i = 0, j = 0, k = 0;
for (i = 0; i < 25; i++)
{
P.num_tuple = 0;
P.num_row = i_R.num_row;
P.i_A[i] = 0;
P.i_B[i] = 0;
P.i_C[i] = 0;
P.i_D[i] = 0;
P.i_E[i] = 0;
P.i_F[i] = 0;
}
if ( i_R.num_row != i_S.num_row)
{
cout << "R、S不是同目关系" << endl;
return P;
}
for (i = 0, k =0; i < i_R.num_tuple; i++)
{
for (j = 0; j < i_S.num_tuple; j++)
{
if (i_R.i_A[i] == i_S.i_A[j]
&& i_R.i_B[i] == i_S.i_B[j]
&& i_R.i_C[i] == i_S.i_C[j])
{
P.i_A[k] = i_R.i_A[i];
P.i_B[k] = i_R.i_B[i];
P.i_C[k] = i_R.i_C[i];
(P.num_tuple)++;
k++;
}
}
}
return P;
}对于交还有另一种算法：R n S = R - (R - S)代码如下：//***************************************************************
//
//方法二：
//
//***************************************************************
relate intersect_relate(relate i_R, relate i_S) //intersection
{
relate P;
int i = 0;
for (i = 0; i < 25; i++)
{
P.num_tuple = 0;
P.num_row = i_R.num_row;
P.i_A[i] = 0;
P.i_B[i] = 0;
P.i_C[i] = 0;
P.i_D[i] = 0;
P.i_E[i] = 0;
P.i_F[i] = 0;
}
if (i_R.num_row != i_S.num_row)
{
cout << "R、S不是同目关系" << endl;
return P;
}
P = except_relate(i_R,except_relate(i_R,i_S));
return P;
}（4）笛卡尔积（Cartesian Product）：//笛卡尔积
relate car_pro_relate(relate c_R, relate c_S) //cartesian product
{
relate P;
int i = 0, j = 0, k = 0, n = 0;
for (i = 0; i < 25; i++)
{
P.num_tuple = c_R.num_tuple * c_S.num_tuple;
P.num_row = c_R.num_row + c_S.num_row;
P.i_A[i] = 0;
P.i_B[i] = 0;
P.i_C[i] = 0;
P.i_D[i] = 0;
P.i_E[i] = 0;
P.i_F[i] = 0;
}
for (i = 0; i < c_R.num_tuple * c_S.num_tuple; i++)
{
if (i < (j+1)*c_S.num_tuple)
{
P.i_A[i] = c_R.i_A[j];
P.i_B[i] = c_R.i_B[j];
P.i_C[i] = c_R.i_C[j];
P.i_D[i] = c_S.i_D[j];
P.i_E[i] = c_S.i_E[j];
P.i_F[i] = c_S.i_F[j];
}
if ((i+1) % c_S.num_tuple == 0)
{
j++;
}
}
for (i = 0; i < c_R.num_tuple * c_S.num_tuple; i++)
{
for (j = 0; j < c_S.num_tuple; j++)
{
if (i % c_S.num_tuple == j)
{
if (c_R.num_row == 1)
{
P.i_B[i] = c_S.i_A[j];
P.i_C[i] = c_S.i_B[j];
P.i_D[i] = c_S.i_C[j];
}
if (c_R.num_row == 2)
{
P.i_C[i] = c_S.i_A[j];
P.i_D[i] = c_S.i_B[j];
P.i_E[i] = c_S.i_C[j];
}
if (c_R.num_row == 3)
{
P.i_D[i] = c_S.i_A[j];
P.i_E[i] = c_S.i_B[j];
P.i_F[i] = c_S.i_C[j];
}
}
}
}
return P;
}专门的关系运算：（1）投影（Projection）：//投影,只提供实现在单个属性列上的投影
//R在S上的投影
// R
// A B C C
//-------------------------------
// 1 3 2 2
// 5 7 2 2
// 1 3 4 4
//--------------------------------
// PAI (R)
// (S)
relate project_relate(relate p_R, char ch) //projection
{
relate P;
int i = 0, j = 0, k = 0, n = 0;
for (i = 0; i < 25; i++)
{
P.num_tuple = p_R.num_tuple;
P.num_row = 1;
P.i_A[i] = 0;
P.i_B[i] = 0;
P.i_C[i] = 0;
P.i_D[i] = 0;
P.i_E[i] = 0;
P.i_F[i] = 0;
}
if (ch == 'A')
{
for (i = 0; i < p_R.num_tuple; i++)
{
P.i_A[i] = p_R.i_A[i];
}
}
if (ch == 'B')
{
for (i = 0; i < p_R.num_tuple; i++)
{
P.i_A[i] = p_R.i_B[i];
}
}
if (ch == 'C')
{
for (i = 0; i < p_R.num_tuple; i++)
{
P.i_A[i] = p_R.i_C[i];
}
}
//去除相同元素
for (i = 0; i < p_R.num_tuple; i++)
{
for (j = i+1; j < p_R.num_tuple; j++)
{
if (P.i_A[i] == P.i_A[j])
{
P.i_A[j] = 0;
}
}
}
for (i = 0, k= 0; i < P.num_tuple; i++)
{
if (P.i_A[i] != 0)
{
P.i_A[k] = P.i_A[i];
k++;
}
}
P.num_tuple = k;
return P;
}（2）自然连接（Natural join）：//自然连接
relate join_relate(relate j_R, relate j_S) //join
{
relate P, Q;
int i = 0, j = 0, k = 0, n = 0;
for (i = 0; i < 25; i++)
{
P.num_tuple = 0;
P.num_row = 4; //R(A,B,C)和S(B,C,D)相同属性名是B、C,自然连接后剩下四个属性组
//R(A,B)和S(B,C,D)相同属性名是B，自然连接后4个属性组
P.i_A[i] = 0;
P.i_B[i] = 0;
P.i_C[i] = 0;
P.i_D[i] = 0;
P.i_E[i] = 0;
P.i_F[i] = 0;
Q.num_tuple = 0;
Q.num_row = 0;
Q.i_A[i] = 0;
Q.i_B[i] = 0;
Q.i_C[i] = 0;
Q.i_D[i] = 0;
Q.i_E[i] = 0;
Q.i_F[i] = 0;
}
for (i = 0; i < j_S.num_tuple; i++)//为了能使用笛卡尔积函数，将S(B,C,D,)转为S(A,B,C)
{
j_S.i_A[i] = j_S.i_B[i];
j_S.i_B[i] = j_S.i_C[i];
j_S.i_C[i] = j_S.i_D[i];
j_S.i_D[i] = j_S.i_E[i];
j_S.i_E[i] = j_S.i_F[i];
}
Q = car_pro_relate(j_R, j_S);
//R有三个属性组，且B,C为相同属性名
if (j_R.num_row == 3)
{
//相同属性名是B、C
// R S
// A B C B C D
//-> A B C A B C
//---------------------------
//Q: A B C D E F
//P: A B C D
for (i = 0,j = 0; i < Q.num_tuple; i++)
{
if (Q.i_B[i] == Q.i_D[i] && Q.i_C[i] == Q.i_E[i])
{
P.i_A[j] = Q.i_A[i];
P.i_B[j] = Q.i_B[i];
P.i_C[j] = Q.i_C[i];
P.i_D[j] = Q.i_D[i];
P.i_E[j] = Q.i_E[i];
P.i_F[j] = Q.i_F[i];
j++;
}
}
P.num_tuple = j;
for (i = 0; i < P.num_tuple; i++)
{
P.i_D[i] = P.i_F[i];
P.i_E[i] = 0;
P.i_F[i] = 0;
}
}
//相同属性名是B且R只有两个属性组
if (j_R.num_row == 2)
{
//相同属性名是B
// R S
//--------------------------
// A B | B C D
//-> A B | A B C
//Q: A B C D E
// \ / \ / \ /
// \ / \/ \/
//P: A B C D
for (i = 0,j = 0; i < Q.num_tuple; i++)
{
if (Q.i_B[i] == Q.i_C[i])
{
P.i_A[j] = Q.i_A[i];
P.i_B[j] = Q.i_B[i];
P.i_C[j] = Q.i_C[i];
P.i_D[j] = Q.i_D[i];
P.i_E[j] = Q.i_E[i];
P.i_F[j] = Q.i_F[i];
j++;
}
}
P.num_tuple = j;
for (i = 0; i < P.num_tuple; i++)
{
P.i_B[i] = P.i_C[i];
P.i_C[i] = P.i_D[i];
P.i_D[i] = P.i_E[i];
P.i_E[i] = 0;
}
}
return P;
}(3)除法（Division）：// R / S的必要条件是：
//(1) R.num_tuple>S.num_tuple
//(2) S非空
//(3) R中存在S.num_tuple个属性与S的S.num_tuple个属性定义在相同的域中
relate div_relate(relate d_R ,relate d_S) //division
{
relate P;
int i = 0, j = 0, k = 0, n = 0;
for (i = 0; i < 25; i++)
{
P.num_tuple = 0;
P.num_row = d_R.num_row - d_S.num_row;
P.i_A[i] = 0;
P.i_B[i] = 0;
P.i_C[i] = 0;
P.i_D[i] = 0;
P.i_E[i] = 0;
P.i_F[i] = 0;
}
//R(A,B,C) S(A,B)
//X的属性组：C
//Y的属性组：A,B
P = project_relate(d_R, 'C');
P = car_pro_relate(d_S,P);
P = except_relate(P, d_R);
P = project_relate(P,'C');
P = except_relate(project_relate(d_R,'C'),P);
return P;
}好了，写个主函数测试下：//main.cpp
#include "common.h"
#include <iostream>
using namespace std;
//并、交、差
void UIE(void)
{
relate R, S, U, I, E;
int i = 0;
for (i = 0; i < 25; i++)
{
R.num_tuple = 3; //记录元组个数
R.num_row = 3; //记录列数
S.num_tuple = 3; //记录元组个数
S.num_row = 3; //记录列数
R.i_A[i] = 0;
R.i_B[i] = 0;
R.i_C[i] = 0;
R.i_D[i] = 0;
R.i_E[i] = 0;
R.i_F[i] = 0;
S.i_A[i] = 0;
S.i_B[i] = 0;
S.i_C[i] = 0;
S.i_D[i] = 0;
S.i_E[i] = 0;
S.i_F[i] = 0;
}
// R | S
//----------------------------------------
// A | B | C | A | B | C
// 1 | 1 | 2 | 1 | 2 | 1
// 1 | 2 | 1 | 1 | 1 | 1
// 2 | 2 | 3 | 2 | 2 | 3
//----------------------------------------
//
R.i_A[0] = 1;
R.i_A[1] = 1;
R.i_A[2] = 2;
R.i_B[0] = 1;
R.i_B[1] = 2;
R.i_B[2] = 2;
R.i_C[0] = 2;
R.i_C[1] = 1;
R.i_C[2] = 3;
S.i_A[0] = 1;
S.i_A[1] = 1;
S.i_A[2] = 2;
S.i_B[0] = 2;
S.i_B[1] = 1;
S.i_B[2] = 2;
S.i_C[0] = 1;
S.i_C[1] = 1;
S.i_C[2] = 3;
cout << "R:" << endl;
for (i = 0; i < R.num_tuple; i++)
{
cout << R.i_A[i] << "\t" << R.i_B[i] << "\t" << R.i_C[i] <<endl;
cout << "--------------------" << endl;
}
cout << "S:" << endl;
for (i = 0; i < S.num_tuple; i++)
{
cout << S.i_A[i] << "\t" << S.i_B[i] << "\t" << S.i_C[i] <<endl;
cout << "--------------------" << endl;
}
U = union_relate(R, S);
cout << "\n" << "并：" << endl;
for (i = 0; i < U.num_tuple; i++)
{
cout << U.i_A[i] << "\t" << U.i_B[i] << "\t" << U.i_C[i] <<endl;
cout << "--------------------" << endl;
}
I = intersect_relate(R,S);
cout << "交：" << endl;
for (i = 0; i < I.num_tuple; i++)
{
cout << I.i_A[i] << "\t" << I.i_B[i] << "\t" << I.i_C[i] <<endl;
cout << "--------------------" << endl;
}
E =except_relate(R,S);
cout << "差：" << endl;
for (i = 0; i < E.num_tuple; i++)
{
cout << E.i_A[i] << "\t" << E.i_B[i] << "\t" << E.i_C[i] <<endl;
cout << "--------------------" << endl;
}
return;
}
//笛卡尔积
void Car_pro(void)
{
relate R, S, C;
int i = 0;
for (i = 0; i < 25; i++)
{
R.num_tuple = 2; //记录元组个数
R.num_row = 3; //记录列数
S.num_tuple = 3; //记录元组个数
S.num_row = 3; //记录列数
R.i_A[i] = 0;
R.i_B[i] = 0;
R.i_C[i] = 0;
R.i_D[i] = 0;
R.i_E[i] = 0;
R.i_F[i] = 0;
S.i_A[i] = 0;
S.i_B[i] = 0;
S.i_C[i] = 0;
S.i_D[i] = 0;
S.i_E[i] = 0;
S.i_F[i] = 0;
}
// R | S
//----------------------------------------
// A | B | C | A | B | C
// 1 | 1 | 2 | 1 | 2 | 1
// 1 | 2 | 1 | 1 | 1 | 1
// 2 | 2 | 3 | 2 | 2 | 3
//----------------------------------------
//
R.i_A[0] = 1;
R.i_A[1] = 1;
// R.i_A[2] = 2;
R.i_B[0] = 1;
R.i_B[1] = 2;
// R.i_B[2] = 2;
R.i_C[0] = 2;
R.i_C[1] = 1;
//R.i_C[2] = 3;
S.i_A[0] = 1;
S.i_A[1] = 1;
S.i_A[2] = 2;
S.i_B[0] = 2;
S.i_B[1] = 1;
S.i_B[2] = 2;
S.i_C[0] = 1;
S.i_C[1] = 1;
S.i_C[2] = 3;
cout << "\n" <<"R:" << endl;
for (i = 0; i < R.num_tuple; i++)
{
cout << R.i_A[i] << "\t" << R.i_B[i] << "\t" << R.i_C[i] <<endl;
cout << "--------------------" << endl;
}
cout << "S:" << endl;
for (i = 0; i < S.num_tuple; i++)
{
cout << S.i_A[i] << "\t" << S.i_B[i] << "\t" << S.i_C[i] <<endl;
cout << "--------------------" << endl;
}
C =car_pro_relate(R,S);
cout << "\n" << "笛卡尔积：" << endl;
for (i = 0; i < C.num_tuple; i++)
{
cout << C.i_A[i] << "\t" << C.i_B[i] << "\t" << C.i_C[i] << "\t" << C.i_D[i] << "\t" << C.i_E[i] << "\t" << C.i_F[i] <<endl;
cout << "---------------------------------------------" << endl;
}
}
//自然连接
void natural(void)
{
relate R, S, N;
int i = 0;
for (i = 0; i < 25; i++)
{
R.num_tuple = 4; //记录元组个数
R.num_row = 3; //记录列数
S.num_tuple = 3; //记录元组个数
S.num_row = 3; //记录列数
R.i_A[i] = 0;
R.i_B[i] = 0;
R.i_C[i] = 0;
R.i_D[i] = 0;
R.i_E[i] = 0;
R.i_F[i] = 0;
S.i_A[i] = 0;
S.i_B[i] = 0;
S.i_C[i] = 0;
S.i_D[i] = 0;
S.i_E[i] = 0;
S.i_F[i] = 0;
}
// R | S
//-----------------------------------------------------
// A | B | C | B | C | D
//-----------------------------------------------------
// 2 | 4 | 6 | 5 | 7 | 3
// 3 | 5 | 7 | 4 | 6 | 2
// 7 | 4 | 6 | 5 | 7 | 9
// 5 | 4 | 7 |
//----------------------------------------------------
R.i_A[0] = 2;
R.i_A[1] = 3;
R.i_A[2] = 7;
R.i_A[3] = 5;
R.i_B[0] = 4;
R.i_B[1] = 5;
R.i_B[2] = 4;
R.i_B[3] = 4;
R.i_C[0] = 6;
R.i_C[1] = 7;
R.i_C[2] = 6;
R.i_C[3] = 7;
S.i_B[0] = 5;
S.i_B[1] = 4;
S.i_B[2] = 5;
S.i_C[0] = 7;
S.i_C[1] = 6;
S.i_C[2] = 7;
S.i_D[0] = 3;
S.i_D[1] = 2;
S.i_D[2] = 9;
cout << "\n" << "R:" << endl;
cout << "R.A" << "\t" << "R.B" << "\t" << "R.C" <<endl;
cout << "--------------------" << endl;
for (i = 0; i < R.num_tuple; i++)
{
cout << R.i_A[i] << "\t" << R.i_B[i] << "\t" << R.i_C[i] <<endl;
cout << "--------------------" << endl;
}
cout << "S:" << endl;
cout << "S.B" << "\t" << "S.C" << "\t" << "S.D" <<endl;
for (i = 0; i < S.num_tuple; i++)
{
cout << S.i_B[i] << "\t" << S.i_C[i] << "\t" << S.i_D[i] <<endl;
cout << "--------------------" << endl;
}
N = join_relate(R, S);
cout << "\n" << "自然连接：" << endl;
cout << "A" << "\t" << "B" << "\t" << "C" << "\t" << "D" <<endl;
cout << "-----------------------------" << endl;
for (i = 0; i < N.num_tuple; i++)
{
cout << N.i_A[i] << "\t" << N.i_B[i] << "\t" << N.i_C[i] << "\t" << N.i_D[i] <<endl;
cout << "-----------------------------" << endl;
}
return;
}
//除法
void div(void)
{
relate R, S, D;
int i = 0;
for (i = 0; i < 25; i++)
{
R.num_tuple = 5; //记录元组个数
R.num_row = 3; //记录列数
S.num_tuple = 2; //记录元组个数
S.num_row = 2; //记录列数
R.i_A[i] = 0;
R.i_B[i] = 0;
R.i_C[i] = 0;
R.i_D[i] = 0;
R.i_E[i] = 0;
R.i_F[i] = 0;
S.i_A[i] = 0;
S.i_B[i] = 0;
S.i_C[i] = 0;
S.i_D[i] = 0;
S.i_E[i] = 0;
S.i_F[i] = 0;
}
// R | S
//----------------------------------------------
// A | B | C | A | B
//----------------------------------------------
// 1 | 3 | 2 | 1 | 3
// 5 | 7 | 2 | 5 | 7
// 1 | 3 | 4 |
// 1 | 3 | 6 |
// 5 | 7 | 6 |
//-----------------------------------------------
R.i_A[0] = 1;
R.i_A[1] = 5;
R.i_A[2] = 1;
R.i_A[3] = 1;
R.i_A[4] = 5;
R.i_B[0] = 3;
R.i_B[1] = 7;
R.i_B[2] = 3;
R.i_B[3] = 3;
R.i_B[4] = 7;
R.i_C[0] = 2;
R.i_C[1] = 2;
R.i_C[2] = 4;
R.i_C[3] = 6;
R.i_C[4] = 6;
S.i_A[0] = 1;
S.i_A[1] = 5;
S.i_B[0] = 3;
S.i_B[1] = 7;
cout << "\n" << "R:" << endl;
cout << "R.A" << "\t" << "R.B" << "\t" << "R.C" <<endl;
cout << "--------------------" << endl;
for (i = 0; i < R.num_tuple; i++)
{
cout << R.i_A[i] << "\t" << R.i_B[i] << "\t" << R.i_C[i] <<endl;
cout << "--------------------" << endl;
}
cout << "S:" << endl;
cout << "S.A" << "\t" << "S.B" <<endl;
for (i = 0; i < S.num_tuple; i++)
{
cout << S.i_A[i] << "\t" << S.i_B[i] <<endl;
cout << "-------------" << endl;
}
D = div_relate(R, S);
cout << "\n" << "除法：" << endl;
cout << "\t" << "C" <<endl;
cout << "----------------" << endl;
for (i = 0; i < D.num_tuple; i++)
{
cout << "\t" << D.i_A[i] <<endl;
cout << "----------------" << endl;
}
cout << "\t\t\tOK! \n\t功能基本上实现了，但还是有多处不能推广（比如说有些属性组被限制）！\n " << endl;
return;
}
int main()
{
UIE();
Car_pro();
natural();
div();
return 0;
}好，commom.h里的内容只是声明函数和定义结构体：
//commom.h
#ifndef COMMON_H_INCLUDED
#define COMMON_H_INCLUDED
typedef struct
{
int num_tuple; //记录元组个数
int num_row; //记录列数,即：目
int i_A[25];
int i_B[25];
int i_C[25];
int i_D[25];
int i_E[25];
int i_F[25];
}relate;
relate union_relate(relate u_R, relate u_S); //union
relate except_relate(relate e_R, relate e_S); //except
relate intersect_relate(relate i_R, relate i_S); //intersection
relate car_pro_relate(relate c_R, relate c_S); //cartesian product
relate project_relate(relate p_R, char ch); //projection
relate join_relate(relate j_R, relate j_S); //join
relate div_relate(relate d_R ,relate d_S); //division
#endif // COMMON_H_INCLUDED看看效果：
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