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How to load a weird sas file that was found in the wild, but refused to be read be haven::read_sas
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library(tidyverse) | |
sas <- tempfile() | |
download.file("http://psych.colorado.edu/~carey/Courses/PSYC7291/DataSets/Documentation/InterestDataDoc.txt", | |
sas) | |
sas <- read_lines(sas) | |
starts_with_spaces <- function(string){ | |
out <- seq_along(string) | |
for (i in out) { | |
if(grepl("^ ", string[i]))out[i] <- out[i-1] | |
} | |
return(as.factor(out)) | |
} | |
get_datalines <- function(string){ | |
string <- string[(grep("DATALINES;", string)+1):length(string)] | |
string <- string[-(which(map_lgl(string, identical, "")):length(string))] | |
return(string) | |
} | |
get_input <- function(string) { | |
found <- FALSE | |
string <- str_squish(string) | |
for (i in seq_along(string)) { | |
if(grepl("^input ", string[i])){ | |
found <- TRUE | |
start <- i | |
end <- start | |
} else if(found){ | |
if(!grepl(";", string[i])){ | |
end <- end + 1 | |
} else { | |
end <- end + 1 | |
break | |
} | |
} | |
} | |
input <- string[start:end] | |
input <- str_remove(input, "input ") | |
input <- str_remove(input, ";") | |
input <- str_split(input, " ") | |
input <- flatten_chr(input) | |
return(input) | |
} | |
sas_data <- sas %>% get_datalines() %>% split(., starts_with_spaces(.)) %>% | |
map(paste, collapse = " ") %>% | |
str_squish() %>% | |
str_split(" ") %>% | |
do.call(rbind, .) | |
colnames(sas_data) <- get_input(sas) | |
sas_data <- sas_data %>% as_tibble() %>% map_dfc(parse_number) |
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