How can I read multiple files from multiple directories into R for processing?

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广开言路
广开言路 2021-02-09 04:10

I am running a simulation study and need to process and save the results from several text files. I have the data organized in such a way where there are sub directories and wit

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  •  眼角桃花
    2021-02-09 05:07

    I'm not near a computer with R right now, but read the help for file-related functions:

    The dir function will list the files and directories. It has a recursive argument. list.files is an alias for dir. The file.info function will tell you (among other things) if a path is a directory and file.path will combine path parts.

    The basename and dirname functions might also be useful.

    Note that all these functions are vectorized.

    EDIT Now at a computer, so here's an example:

    # Make a function to process each file
    processFile <- function(f) {
      df <- read.csv(f)
      # ...and do stuff...
      file.info(f)$size # dummy result
    }
    
    # Find all .csv files
    files <- dir("/foo/bar/", recursive=TRUE, full.names=TRUE, pattern="\\.csv$")
    
    # Apply the function to all files.
    result <- sapply(files, processFile)
    

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