data.table objects assigned with := from within function not printed

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南笙 2020-11-22 12:42

I would like to modify a data.table within a function. If I use the := feature within the function, the result is only printed for the second call.

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  • 2020-11-22 12:49

    I'm sorry if I'm not supposed to post something here that's not an answer, but my post is too long for a comment.

    I'd like to point out that janosdivenyi's solution of adding a trailing [] to dt does not always give the expected results (even when using data.table 1.9.6 or 1.10.4) as I do below.

    The examples below show that if dt is the last line in the function one gets the desired behaviour without the presence of the trailing [], but if dt is not on the last line in the function then a trailing [] is needed to get the desired behaviour.

    The first example shows that with no trailing [] on dt we get the expected behaviour when dt is on the last line of the function

    mydt <- data.table(x = 1:3, y = 5:7)
    
    myfunction <- function(dt) {
      df <- 1
      dt[, z := y - x]
    }
    
    myfunction(mydt)  # Nothing printed as expected
    
    mydt  # Content printed as desired
    ##    x y z
    ## 1: 1 5 4
    ## 2: 2 6 4
    ## 3: 3 7 4
    

    Adding a trailing [] on dt gives unexpected behaviour

    mydt <- data.table(x = 1:3, y = 5:7)
    
    myfunction <- function(dt) {
      df <- 1
      dt[, z := y - x][]
    }
    
    myfunction(mydt)  # Content printed unexpectedly
    ##    x y z
    ## 1: 1 5 4
    ## 2: 2 6 4
    ## 3: 3 7 4
    
    mydt  # Content printed as desired
    ##    x y z
    ## 1: 1 5 4
    ## 2: 2 6 4
    ## 3: 3 7 4
    

    Moving df <- 1 to after the dt with no trailing [] gives unexpected behaviour

    mydt <- data.table(x = 1:3, y = 5:7)
    
    myfunction <- function(dt) {
      dt[, z := y - x]
      df <- 1
    }
    
    myfunction(mydt)  # Nothing printed as expected
    
    mydt  # Nothing printed unexpectedly
    

    Moving df <- 1 after the dt with a trailing [] gives the expected behaviour

    mydt <- data.table(x = 1:3, y = 5:7)
    
    myfunction <- function(dt) {
      dt[, z := y - x][]
      df <- 1
    }
    
    myfunction(mydt)  # Nothing printed as expected
    
    mydt  # Content printed as desired
    ##    x y z
    ## 1: 1 5 4
    ## 2: 2 6 4
    ## 3: 3 7 4
    
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  • 2020-11-22 12:53

    As David Arenburg mentions in a comment, the answer can be found here. There was a bug fixed in the version 1.9.6 but the fix introduced this downside.

    One should call DT[] at the end of the function to prevent this behaviour.

    myfunction <- function(dt) {
        dt[, z := y - x][]
    }
    myfunction(mydt)  # prints immediately
    #    x y z
    # 1: 1 5 4
    # 2: 2 6 4
    # 3: 3 7 4 
    
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