Question

我想在同一个文件中并行编写，我测试了两种方法， writeLine 和 sink 。

path_file <- "path"
cl <- makeCluster(4)
registerDoParallel(cl)
#fileConn<-file(path_file, "w")
sink(path_file, append=TRUE)
foreach(i = 1:3) %dopar% 
{
  #writeLines(text = paste("hellow","world", i), con = fileConn, sep="\n")
  cat(paste("hellow","world", '\n'), file = path_file, append=TRUE)
}
sink()
#close(fileConn)
parallel::stopCluster(cl)

使用writeLine方法我收到错误：{：任务1失败 - 错误连接错误

使用接收器方法我在foreach [[]] NULL 的文件结果中，我不想要这个。

hellow world 1 
hellow world 2 
hellow world 3 
[[1]]
NULL

[[2]]
NULL

[[3]]
NULL

Answer 1

另一种方法是将所有输出重定向到一个文件（这可能不是你想要的）

  library(doParallel)
  library(flock)
  path_file <- "path1.txt"
  cl <- makeCluster(4,outfile=path_file)
  registerDoParallel(cl)
  foreach(i = 1:10) %dopar% 
  {
    message <- paste("hello","world", i,"\n")
    print(message)
  }
  parallel::stopCluster(cl)

或者您可能希望为每个元素创建一个文件，然后将它们连接起来

  library(doParallel)
  library(flock)
  path_file <- "path"

  cl <- makeCluster(4)
  registerDoParallel(cl)
  foreach(i = 1:103, .export ="fileConn") %dopar% 
  {
    filename = paste0(path_file,i,".txt")
    message <- paste("hello","world", i,"\n")
    print(filename)
    cat(message, file = filename, append=TRUE)
    print(message)
  }

  parallel::stopCluster(cl)

  startfile= "full.txt"
  foreach(i = 1:103, .export ="fileConn") %do% 
  {
    filename = paste0(path_file,i,".txt")
    file.append(startfile,filename)
    file.remove(filename)
  }

当多个线程尝试访问同一资源时，您需要小心。为了同步对共享资源的访问，您可以使用flock包来设置互斥。（不确定为什么以下不起作用，文件连接可能不是可线程的

查看以下代码示例

  library(doParallel)
  library(flock)
  path_file <- "path12.txt"
  fileConn<-file(path_file,open = "a")
  lock <-tempfile()

  cl <- makeCluster(4)
  registerDoParallel(cl)
  foreach(i = 1:103) %do% 
  {
    locked <- flock::lock(lock)  # Lock in order to use shared resources
    message <- paste("hello","world", i,"\n")
    cat(message, file = fileConn, append=TRUE)
    print(message)
    flock::unlock(locked)  # Release lock
    print(message)
  }

  close(fileConn)
  parallel::stopCluster(cl)

foreach％dopar％写入同一文件

1 个答案: