skrtbhtngr 已经回答了上述问题,但我想解决根本问题。
申请Unix philosophy。使用一种工具生成数据,使用另一种工具来使用数据——这里,使用梯形规则计算积分。
您可以使用的最简单的格式与 Gnuplot 支持的格式相同:
- 空行被忽略
- 以
# 开头的行被忽略,可用于 cmets
- 每一行定义一个样本
基本上,您可以使用非常粗略的方式描述正弦曲线
#x sin(x)
0.000 0.000000000
0.100 0.099833417
0.200 0.198669331
0.300 0.295520207
0.400 0.389418342
0.500 0.479425539
0.600 0.564642473
0.700 0.644217687
0.800 0.717356091
0.900 0.783326910
1.000 0.841470985
1.100 0.891207360
1.200 0.932039086
1.300 0.963558185
1.400 0.985449730
1.500 0.997494987
1.600 0.999573603
1.700 0.991664810
1.800 0.973847631
1.900 0.946300088
2.000 0.909297427
2.100 0.863209367
2.200 0.808496404
2.300 0.745705212
2.400 0.675463181
2.500 0.598472144
2.600 0.515501372
2.700 0.427379880
2.800 0.334988150
2.900 0.239249329
3.000 0.141120008
3.100 0.041580662
3.200 -0.058374143
3.300 -0.157745694
3.400 -0.255541102
3.500 -0.350783228
3.600 -0.442520443
3.700 -0.529836141
3.800 -0.611857891
3.900 -0.687766159
4.000 -0.756802495
4.100 -0.818277111
4.200 -0.871575772
4.300 -0.916165937
4.400 -0.951602074
4.500 -0.977530118
4.600 -0.993691004
4.700 -0.999923258
4.800 -0.996164609
4.900 -0.982452613
5.000 -0.958924275
5.100 -0.925814682
5.200 -0.883454656
5.300 -0.832267442
5.400 -0.772764488
5.500 -0.705540326
5.600 -0.631266638
5.700 -0.550685543
5.800 -0.464602179
5.900 -0.373876665
6.000 -0.279415498
6.100 -0.182162504
6.200 -0.083089403
您可以使用例如。 awk 来生成它,就像我做的那样:
awk 'BEGIN { printf "#x sin(x)\n" ; for (x=0.0; x<6.3; x+=0.1) printf "%.3f %11.9f\n", x, sin(x) }'
如果您将其保存到文件中(将> data.txt 附加到上述命令中),您可以在 Gnuplot 中使用
plot "data.txt" using 1:2 notitle with lines
这样的数据在 C 程序中很容易读取。因为我只使用 POSIX.1 系统(Linux、BSD、macOS),而 POSIX.1 提供了非常有用的getline() 函数——它允许你读取任意长度的行,动态分配足够大的缓冲区——,这特定的实现还需要 POSIX.1 支持。换句话说,它基本上适用于除 Windows 之外的任何地方。
#define _POSIX_C_SOURCE 200809L
#include <stdlib.h>
#include <string.h>
#include <stdio.h>
#include <errno.h>
/* Read x y(x) values, one pair per line, from a stream.
The arrays are dynamically allocated, and pointers stored
to *xptr and *yptr. The size of the arrays is stored at *nptr.
They are initially cleared to NULL/zero.
The function returns 0 if success, an errno error code otherwise:
EINVAL: Invalid function parameters
EIO: Read error
ENOMEM: Out of memory
EBADMSG: Malformed line
*/
int read_xy(double **xptr, double **yptr, size_t *nptr, FILE *in)
{
/* Line input buffer variables. */
char *line = NULL;
size_t size = 0;
ssize_t len;
/* Data array variables. */
double *x = NULL;
double *y = NULL;
size_t n = 0; /* Entries in x[] and y[] */
size_t nmax = 0; /* Entries allocated */
/* Temporary variables. */
double xval, yval, *newx, *newy;
/* We clear the output parameters to NULL or zero,
in case the caller is careless and does not check
the return value. Clearing them ensures they do
not contain garbage in such a case. */
if (xptr)
*xptr = NULL;
if (yptr)
*yptr = NULL;
if (nptr)
*nptr = 0;
/* We need in and nptr, and at least one of xptr and yptr. */
if (!in || !nptr || (!xptr && !yptr))
return errno = EINVAL;
/* If an error has already occurred in 'in',
we do not even try to read from it. */
if (ferror(in))
return EIO;
while (1) {
/* Read next input line. */
len = getline(&line, &size, in);
/* End of input or error? */
if (len < 0)
break;
/* Skip empty and comment lines. */
if (len == 0 ||
line[0] == '\n' || (line[0] == '\r' && line[1] == '\n') ||
line[0] == '#')
continue;
/* Parse the line. */
if (sscanf(line, " %lf %lf", &xval, &yval) != 2)
break;
/* Need to grow the dynamically allocated arrays? */
if (n >= nmax) {
/* Allocation policy.
We allocate room for at least 16 doubles,
then double the size up to 1048576 (=2^20),
then adjust to the next full multiple of 1048576.
This is not 'the best', but it is robust,
and not too wasteful.
*/
if (n < 16)
nmax = 16;
else
if (n < 1048576)
nmax = n * 2;
else
nmax = (n | 1048575) + 1048576;
/* Note: realloc(NULL, size) is equivalent to malloc(size).
If the realloc() call fails, it returns NULL,
but the original array is still valid.
Also note that free(NULL) is safe, and does nothing.
*/
newx = realloc(x, nmax * sizeof x[0]);
newy = realloc(y, nmax * sizeof y[0]);
if (newx)
x = newx;
if (newy)
y = newy;
if (!newx || !newy) {
/* One or both of the allocations failed. */
free(line);
free(x);
free(y);
return ENOMEM;
}
}
/* Save the parsed values to the arrays. */
x[n] = xval;
y[n] = yval;
n++;
}
/* We no longer need the line buffer. */
free(line);
/* Did a read error occur? */
if (ferror(in)) {
free(x);
free(y);
return EIO;
}
/* Was there no data to read? */
if (n < 1) {
free(x);
free(y);
return 0;
}
/* Reallocate the arrays to their exact sizes
(actually, allow for one extra double at the end,
because it is often useful to copy the initial
ones there if the data is considered cyclic).
*/
nmax = n + 1; /* One extra just because it is so often useful. */
newx = realloc(x, nmax * sizeof x[0]);
newy = realloc(y, nmax * sizeof y[0]);
if (newx)
x = newx;
if (newy)
y = newy;
if (!newx || !newy) {
free(x);
free(y);
return ENOMEM;
}
/* Save the array pointers. */
if (xptr)
*xptr = x;
else
free(x);
if (yptr)
*yptr = y;
else
free(y);
/* Save the number of samples read. */
*nptr = n;
/* If feof(in) is true, then we read everything
up to end of input. Otherwise, we stopped at
a line we could not parse.
*/
if (!feof(in))
return EBADMSG;
return 0;
}
该函数或类似函数应该出现在每门数值计算课程的教材中。它们非常有用。除了系统管理员为每个进程设置的可能的内存分配限制之外,这个特定的对它可以读取的数据大小没有固有的限制。我知道一个事实,如果你有足够的 RAM,它会成功地读取数十亿行数据。
使用该功能非常简单。这是一个示例main(),它只是从标准输入中读取此类数据——请记住,您可以通过在运行命令时将< file附加到命令中来使其从文件中读取——然后将数据打印出来。
int main(void)
{
double *x, *y;
size_t i, n;
int result;
result = read_xy(&x, &y, &n, stdin);
switch (result) {
case 0: /* No errors */
break;
case EBADMSG:
if (n > 1)
fprintf(stderr, "Invalid line after %zu data samples.\n", n);
else
fprintf(stderr, "Cannot parse first input line.\n");
return EXIT_FAILURE;
case ENOMEM:
fprintf(stderr, "Out of memory.\n");
return EXIT_FAILURE;
case EIO:
fprintf(stderr, "Read error.\n");
return EXIT_FAILURE;
case EINVAL:
fprintf(stderr, "Invalid parameters to the read_xy() function!\n");
return EXIT_FAILURE;
default:
fprintf(stderr, "%s.\n", strerror(result));
return EXIT_FAILURE;
}
printf("Read %zu samples:\n", n);
for (i = 0; i < n; i++)
printf("%.9f %.9f\n", x[i], y[i]);
return EXIT_SUCCESS;
}
请注意,其中大部分是switch (result) { .. } 错误报告代码。这个例子很仔细的告诉你,如果出现错误;原因是,作为用户,您需要知道程序何时知道他们可能会吐出垃圾,并且在现实生活中更愿意让程序中止而不是默默地吐出垃圾——也许会让您相信它是有效的。
虽然可以修改上述代码以使其即使在 Windows 上也能正常工作(例如,您将 getline() 替换为 fgets(),并希望您使用的缓冲区大小足够;并且可能还必须更改一些errno 错误代码)。然而,500 强超级计算机列表中没有 Windows 机器是有原因的:POSIXy 系统(Unix 和 Linux)只是更适合科学计算。因此,如果您确实打算从事一些科学计算,您不妨设置一个 Linux 或 BSD 虚拟机,然后在那里进行开发。