修复R中的foreach和dopar循环。

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英文:

fixing foreach and dopar loop in R

问题

以下是您要翻译的内容:

"Following the previous posthere, I wrote a code in R, but it does not work.

What I want to do is to have multiple output of arrays with foreach.

In Matlab, what I want to do is as follows. I want to have arrays X and Y by parellel computing.

X=zeros(2,5,10); Y=zeros(10,2); parfor i=1:10; X(:,:,i) = randn(2,5); Y(i,:) = randn(1,2); end

Based on the comments for the previous post, I wrote an R code as follows. But, this does not work. The problem seems to be around the definition of Z.


X <- array(0, dim = c(2,5,10)) Y <- array(0, dim = c(10,2)) Z <- foreach(i=1:10, .combine = 'c') %dopar% { Y_i <- i*c(1,2) X_i <- matrix(rnorm(10),2,5) Y[ i , ] <- Y_i X[ , , i] <- X_i Z <- list(Y, X) } ```

Any help would be much appreciated."

<details>
<summary>英文:</summary>

Following the previous post[here](https://stackoverflow.com/q/75479731/21230830), I wrote a code in R, but it does not work.

What I want to do is to have multiple output of arrays with `foreach`. 

In Matlab, what I want to do is as follows. I want to have arrays X and Y by parellel computing.

X=zeros(2,5,10);
Y=zeros(10,2);
parfor i=1:10;
X(:,:,i) = randn(2,5);
Y(i,:) = randn(1,2);
end


Based on the comments for the previous post, I wrote an R code as follows. But, this does not work.  The problem seems to be around the definition of Z. 

rm(list=ls()) # clear all variables
library(foreach)
library(doParallel)

X <- array(0, dim = c(2,5,10))
Y <- array(0, dim = c(10,2))
Z <- foreach(i=1:10, .combine = 'c') %dopar% {
Y_i <- i*c(1,2)
X_i <- matrix(rnorm(10),2,5)
Y[ i , ] <- Y_i
X[ , , i] <- X_i
Z <- list(Y, X)
}


Any help would be much appreciated.

</details>


# 答案1
**得分**: 1

给定的代码几乎完成了。在循环内部,它涉及环境(参见优秀的解释:http://adv-r.had.co.nz/Environments.html)。因此,就像一个函数一样,它需要将 Z(局部环境)返回给 Z(全局环境)。

```R
rm(list=ls())   # 清除所有变量
library(foreach)
library(doParallel)

X <- array(0, dim = c(2,5,10))
Y <- array(0, dim = c(10,2))    
Z <- foreach(i=1:10, .combine = 'c') %dopar% {
  Y_i <- i*c(1,2)  
  X_i <- matrix(rnorm(10),2,5)
  Y[ i , ]  <- Y_i
  X[ , , i] <- X_i
  Z <- list(Y, X)  
  Z
}
英文:

The given code is almost done. Inside the loop, it is about environment (see the excellent explanation: http://adv-r.had.co.nz/Environments.html). Thus, like a function, it needs to return Z (local env) to Z (global env).

rm(list=ls())   # clear all variables
library(foreach)
library(doParallel)

X &lt;- array(0, dim = c(2,5,10))
Y &lt;- array(0, dim = c(10,2))    
Z &lt;- foreach(i=1:10, .combine = &#39;c&#39;) %dopar% {
  Y_i &lt;- i*c(1,2)  
  X_i &lt;- matrix(rnorm(10),2,5)
  Y[ i , ]  &lt;- Y_i
  X[ , , i] &lt;- X_i
  Z &lt;- list(Y, X)  
  Z
}

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  • 本文由 发表于 2023年2月18日 07:52:21
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