Created
October 5, 2015 16:43
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Case-insensitive joins for dplyr
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a <- data.frame(letter = letters[1:10], num = 1:10) | |
b <- data.frame(letter = LETTERS[1:5], num2 = c(1:3, 9:10), val = 11:15) | |
library(dplyr) | |
insensitive <- function(fun = inner_join) { | |
new_fun <- fun | |
body(new_fun) <- substitute({ | |
by <- dplyr:::common_by(by, x, y) | |
tmp_by_x <- paste0("_", by$x, "_") | |
tmp_by_y <- paste0("_", by$y, "_") | |
for (i in seq_along(by$x)) { | |
x[[tmp_by_x[[i]]]] <- tolower(x[[by$x[[i]]]]) | |
y[[tmp_by_y[[i]]]] <- tolower(y[[by$y[[i]]]]) | |
y[[by$y[[i]]]] <- NULL | |
} | |
res <- fun(x, y, list(x = tmp_by_x, y = tmp_by_y)) | |
res[tmp_by_x] <- list(NULL) | |
res | |
}) | |
new_fun | |
} | |
insensitive(inner_join)(a, b) | |
#> Joining by: "letter" | |
#> letter num num2 val | |
#> 1 a 1 1 11 | |
#> 2 b 2 2 12 | |
#> 3 c 3 3 13 | |
#> 4 d 4 9 14 | |
#> 5 e 5 10 15 | |
insensitive(inner_join)(a, b, | |
by = list(x = c('letter', 'num'), y = c('letter', 'num2'))) | |
#> letter num val | |
#> 1 a 1 11 | |
#> 2 b 2 12 | |
#> 3 c 3 13 | |
insensitive(left_join)(a, b, | |
by = list(x = c('letter', 'num'), y = c('letter', 'num2'))) | |
#> letter num val | |
#> 1 a 1 11 | |
#> 2 b 2 12 | |
#> 3 c 3 13 | |
#> 4 d 4 NA | |
#> 5 e 5 NA | |
#> 6 f 6 NA | |
#> 7 g 7 NA | |
#> 8 h 8 NA | |
#> 9 i 9 NA | |
#> 10 j 10 NA |
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