如何使用第1列中的bin来汇总第2列中的数据?

时间:2016-05-16 22:43:23

标签: matlab

我想创建10个大小相同的x箱。然后将x的所有值中的y的所有值相加。然后绘制y v / s x。我该怎么办呢?它已经有功能吗?

我应该使用accumarray吗?

/* One way to create a pipeline of N processes */

/* stderr.h */
#ifndef STDERR_H_INCLUDED
#define STDERR_H_INCLUDED

static void err_setarg0(const char *argv0);
static void err_sysexit(char const *fmt, ...);
static void err_syswarn(char const *fmt, ...);

#endif /* STDERR_H_INCLUDED */

/* pipeline.c */
#include <assert.h>
#include <stdio.h>
#include <string.h>
#include <sys/wait.h>
#include <unistd.h>
/*#include "stderr.h"*/

typedef int Pipe[2];

/* exec_nth_command() and exec_pipe_command() are mutually recursive */
static void exec_pipe_command(int ncmds, char ***cmds, Pipe output);

/* With the standard output plumbing sorted, execute Nth command */
static void exec_nth_command(int ncmds, char ***cmds)
{
    assert(ncmds >= 1);
    if (ncmds > 1)
    {
        pid_t pid;
        Pipe input;
        if (pipe(input) != 0)
            err_sysexit("Failed to create pipe");
        if ((pid = fork()) < 0)
            err_sysexit("Failed to fork");
        if (pid == 0)
        {
            /* Child */
            exec_pipe_command(ncmds-1, cmds, input);
        }
        /* Fix standard input to read end of pipe */
        dup2(input[0], 0);
        close(input[0]);
        close(input[1]);
    }
    execvp(cmds[ncmds-1][0], cmds[ncmds-1]);
    err_sysexit("Failed to exec %s", cmds[ncmds-1][0]);
    /*NOTREACHED*/
}

/* Given pipe, plumb it to standard output, then execute Nth command */
static void exec_pipe_command(int ncmds, char ***cmds, Pipe output)
{
    assert(ncmds >= 1);
    /* Fix stdout to write end of pipe */
    dup2(output[1], 1);
    close(output[0]);
    close(output[1]);
    exec_nth_command(ncmds, cmds);
}

/* Execute the N commands in the pipeline */
static void exec_pipeline(int ncmds, char ***cmds)
{
    assert(ncmds >= 1);
    pid_t pid;
    if ((pid = fork()) < 0)
        err_syswarn("Failed to fork");
    if (pid != 0)
        return;
    exec_nth_command(ncmds, cmds);
}

/* Collect dead children until there are none left */
static void corpse_collector(void)
{
    pid_t parent = getpid();
    pid_t corpse;
    int   status;
    while ((corpse = waitpid(0, &status, 0)) != -1)
    {
        fprintf(stderr, "%d: child %d status 0x%.4X\n",
                (int)parent, (int)corpse, status);
    }
}

/*  who | awk '{print $1}' | sort | uniq -c | sort -n */
static char *cmd0[] = { "who",                0 };
static char *cmd1[] = { "awk",  "{print $1}", 0 };
static char *cmd2[] = { "sort",               0 };
static char *cmd3[] = { "uniq", "-c",         0 };
static char *cmd4[] = { "sort", "-n",         0 };

static char **cmds[] = { cmd0, cmd1, cmd2, cmd3, cmd4 };
static int   ncmds = sizeof(cmds) / sizeof(cmds[0]);

static void exec_arguments(int argc, char **argv)
{
    /* Split the command line into sequences of arguments */
    /* Break at pipe symbols as arguments on their own */
    char **cmdv[argc/2];            // Way too many
    char  *args[argc+1];
    int cmdn = 0;
    int argn = 0;

    cmdv[cmdn++] = &args[argn];
    for (int i = 1; i < argc; i++)
    {
        char *arg = argv[i];
        if (strcmp(arg, "|") == 0)
        {
            if (i == 1)
                err_sysexit("Syntax error: pipe before any command");
            if (args[argn-1] == 0)
                err_sysexit("Syntax error: two pipes with no command between");
            arg = 0;
        }
        args[argn++] = arg;
        if (arg == 0)
            cmdv[cmdn++] = &args[argn];
    }
    if (args[argn-1] == 0)
        err_sysexit("Syntax error: pipe with no command following");
    args[argn] = 0;
    exec_pipeline(cmdn, cmdv);
}
#include <stdio.h>
#include <stdarg.h>
#include <errno.h>
#include <string.h>
#include <stdlib.h>
int main(int argc, char **argv)
{

    printf("%s", argv[1]);

    err_setarg0(argv[0]);
    if (argc == 1)
    {
        /* Run the built in pipe-line */
        exec_pipeline(ncmds, cmds);
    }
    else
    {

        /* Run command line specified by user */
        char *original = "ls";
        char **pointer_to_original = &original;
        for (int i = 0; i < argc; ++i) {   printf("blarg blarg %i\n", argc);
            printf("%s", argv[i]);// = "ls";
        }
        exec_arguments(argc, argv);
    }
    corpse_collector();
    return(0);
}

/* stderr.c */
/*#include "stderr.h"*/
#include <stdio.h>
#include <stdarg.h>
#include <errno.h>
#include <string.h>
#include <stdlib.h>

static const char *arg0 = "<undefined>";

static void err_setarg0(const char *argv0)
{
    arg0 = argv0;
}

static void err_vsyswarn(char const *fmt, va_list args)
{
    int errnum = errno;
    fprintf(stderr, "%s:%d: ", arg0, (int)getpid());
    vfprintf(stderr, fmt, args);
    if (errnum != 0)
        fprintf(stderr, " (%d: %s)", errnum, strerror(errnum));
    putc('\n', stderr);
}

static void err_syswarn(char const *fmt, ...)
{
    va_list args;
    va_start(args, fmt);
    err_vsyswarn(fmt, args);
    va_end(args);
}

static void err_sysexit(char const *fmt, ...)
{
    va_list args;
    va_start(args, fmt);
    err_vsyswarn(fmt, args);
    va_end(args);
    exit(1);
}

2 个答案:

答案 0 :(得分:1)

这是一个可以帮助你的小脚本:

n = 10;%//Number of bins
bins = linspace(0,max(x),n+1);%//Starting and ending points of your bins
x_new = bins(1:n) + 0.5*(bins(2)-bins(1));%//Middle values of your bins
y_new = zeros(size(x_new));
for k = 1:n
    y_new(k) = sum(y((x>bins(k))&(x<bins(k+1))));
end
plot(x_new,y_new)

密钥位于for循环内。我们使用条件索引。从向量y,我们只获取与特定感兴趣的bin中的x值对应的值。你得到的结果是:

enter image description here

希望有所帮助

答案 1 :(得分:0)

您可以使用histogram功能将数据放入10个分箱:

h=histogram(x,10)

现在你需要在每个bin中总结y值。每个bin中的元素数存储在数组h.Values中。您可以使用for循环对相应的y - 元素求和。

s=zeros(size(h.Values)); 
start=1;
for i=1:numel(s)
    s(i)=sum(y(start:h.Values(i)+start-1));
    start=h.Values(i)+start;
end

现在你可以画了。此处,每个值都相对于相应的箱中心绘制。

plot(linspace(h.BinLimits(1)+h.BinWidth/2,h.BinLimits(2)-h.BinWidth/2,h.NumBins),s);