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R dplyr pass expression as argument to function


I have a simple silly question, but sorry for so simple.

How do I pass an arithmetic expression as a function argument?

test_func <- function(data, myexpr){
  data %>% 
    filter(!! myexpr)
}

mtcars %>% 
  test_func(myexpr =  "cyl > 6")

Thanks in advance


Solution

  • Any of these seems to work with parsing expression: parse_expr() and parse_quo()

    library(rlang)
    library(dplyr)
    
    test_func1 <- function(data, myexpr){
      data %>% 
        filter(!!parse_expr(myexpr))
    }
    
    test_func2 <- function(data, myexpr){
      data %>% 
        filter(!!parse_quo(myexpr, env = global_env()))
    }
    
    mtcars %>% 
      test_func1(myexpr =  "cyl > 6")
    #>                      mpg cyl  disp  hp drat    wt  qsec vs am gear carb
    #> Hornet Sportabout   18.7   8 360.0 175 3.15 3.440 17.02  0  0    3    2
    #> Duster 360          14.3   8 360.0 245 3.21 3.570 15.84  0  0    3    4
    #> Merc 450SE          16.4   8 275.8 180 3.07 4.070 17.40  0  0    3    3
    #> Merc 450SL          17.3   8 275.8 180 3.07 3.730 17.60  0  0    3    3
    #> Merc 450SLC         15.2   8 275.8 180 3.07 3.780 18.00  0  0    3    3
    #> Cadillac Fleetwood  10.4   8 472.0 205 2.93 5.250 17.98  0  0    3    4
    #> Lincoln Continental 10.4   8 460.0 215 3.00 5.424 17.82  0  0    3    4
    #> Chrysler Imperial   14.7   8 440.0 230 3.23 5.345 17.42  0  0    3    4
    #> Dodge Challenger    15.5   8 318.0 150 2.76 3.520 16.87  0  0    3    2
    #> AMC Javelin         15.2   8 304.0 150 3.15 3.435 17.30  0  0    3    2
    #> Camaro Z28          13.3   8 350.0 245 3.73 3.840 15.41  0  0    3    4
    #> Pontiac Firebird    19.2   8 400.0 175 3.08 3.845 17.05  0  0    3    2
    #> Ford Pantera L      15.8   8 351.0 264 4.22 3.170 14.50  0  1    5    4
    #> Maserati Bora       15.0   8 301.0 335 3.54 3.570 14.60  0  1    5    8
    
    mtcars %>% 
      test_func2(myexpr =  "cyl > 6")
    #>                      mpg cyl  disp  hp drat    wt  qsec vs am gear carb
    #> Hornet Sportabout   18.7   8 360.0 175 3.15 3.440 17.02  0  0    3    2
    #> Duster 360          14.3   8 360.0 245 3.21 3.570 15.84  0  0    3    4
    #> Merc 450SE          16.4   8 275.8 180 3.07 4.070 17.40  0  0    3    3
    #> Merc 450SL          17.3   8 275.8 180 3.07 3.730 17.60  0  0    3    3
    #> Merc 450SLC         15.2   8 275.8 180 3.07 3.780 18.00  0  0    3    3
    #> Cadillac Fleetwood  10.4   8 472.0 205 2.93 5.250 17.98  0  0    3    4
    #> Lincoln Continental 10.4   8 460.0 215 3.00 5.424 17.82  0  0    3    4
    #> Chrysler Imperial   14.7   8 440.0 230 3.23 5.345 17.42  0  0    3    4
    #> Dodge Challenger    15.5   8 318.0 150 2.76 3.520 16.87  0  0    3    2
    #> AMC Javelin         15.2   8 304.0 150 3.15 3.435 17.30  0  0    3    2
    #> Camaro Z28          13.3   8 350.0 245 3.73 3.840 15.41  0  0    3    4
    #> Pontiac Firebird    19.2   8 400.0 175 3.08 3.845 17.05  0  0    3    2
    #> Ford Pantera L      15.8   8 351.0 264 4.22 3.170 14.50  0  1    5    4
    #> Maserati Bora       15.0   8 301.0 335 3.54 3.570 14.60  0  1    5    8
    

    Created on 2020-06-16 by the reprex package (v0.3.0)