I have an ingredient dataset and each row is a list of ingredients that's separated by comma, for example:
Oats (24%) (Rolled, Bran), Coconut (13%) (Coconut , Preservative (220, 223)), Brown Sugar, Milk Solids, Golden Syrup (10%), Seeds (9%) (Sesame , Sunflower), Margarine (Vegetable Oil, Water, Salt, Emulsifiers (471, Soy Lecithin), Antioxidant (307)), Glucose, Milk Choc Compound (5%) (Sugar, Vegetable Oil, Milk Solids, Cocoa Powder, Emulsifiers (Soy Lecithin, 492), Natural Flavour), Natural Flavour
I want to parse the file to replace only commas within brackets with a semicolon. There can be any number of brackets and any number of commas within the brackets. The result should look like this:
Oats (24%) (Rolled;Bran), Coconut (13%) (Coconut ; Preservative (220; 223)), Brown Sugar, Milk Solids, Golden Syrup (10%), Seeds (9%) (Sesame ;Sunflower), Margarine (Vegetable Oil; Water; Salt; Emulsifiers (471; Soy Lecithin); Antioxidant (307)), Glucose, Milk Choc Compound (5%) (Sugar; Vegetable Oil; Milk Solids; Cocoa Powder; Emulsifiers (Soy Lecithin; 492); Natural Flavour), Natural Flavour
Can I get some help on regex that will solve the problem? Thank you in advance.
CodePudding user response:
1) gsubfn This can be done without complex regular expressions using gsubfn. The regular expression consisting of a dot matches a single character. Then for each match fun
is run with that character passed to it via the x argument. this$k
within fun
refers to a counter that starts at 0 and is incremented by 1 each time a (
is encountered and decremented by 1 each time a )
is encountered. If the counter is not zero and a comma is encountered a semicolon is returned to replace the comma; otherwise, the input character is returned.
library(gsubfn)
p <- proto(k = 0, fun = function(this, x) {
if (x == "(") this$k <- k 1
if (x == ")") this$k <- k - 1
if (k && x == ",") ";" else x
})
gsubfn(".", p, s)
giving:
[1] "Oats (24%) (Rolled; Bran), Coconut (13%) (Coconut ; Preservative (220; 223)), Brown Sugar, Milk Solids, Golden Syrup (10%), Seeds (9%) (Sesame ; Sunflower), Margarine (Vegetable Oil; Water; Salt; Emulsifiers (471; Soy Lecithin); Antioxidant (307)), Glucose, Milk Choc Compound (5%) (Sugar; Vegetable Oil; Milk Solids; Cocoa Powder; Emulsifiers (Soy Lecithin; 492); Natural Flavour), Natural Flavour"
2) Base R A base R solution is to split the input into single characters giving character vector chars
and then create a counter vector, k
, the same length as chars
which indicates the number of (
up to each character minus the number of )
. Then replace those commas corresponding to a nonzero k
with semicolon and transform chars
back to a single string.
chars <- strsplit(s, "")[[1]]
k <- cumsum((chars == "(") - (chars == ")"))
chars[k & chars == ","] <- ";"
paste(chars, collapse = "")
Note
Input string s is the following.
s <- "Oats (24%) (Rolled, Bran), Coconut (13%) (Coconut , Preservative (220, 223)), Brown Sugar, Milk Solids, Golden Syrup (10%), Seeds (9%) (Sesame , Sunflower), Margarine (Vegetable Oil, Water, Salt, Emulsifiers (471, Soy Lecithin), Antioxidant (307)), Glucose, Milk Choc Compound (5%) (Sugar, Vegetable Oil, Milk Solids, Cocoa Powder, Emulsifiers (Soy Lecithin, 492), Natural Flavour), Natural Flavour"
CodePudding user response:
You can use ?R
like.
i <- gregexpr("\\(([^()]|(?R))*\\)", s, perl=TRUE)
regmatches(s, i)[[1]] <- gsub(",", ";", regmatches(s, i)[[1]])
s
#[1] "Oats (24%) (Rolled; Bran), Coconut (13%) (Coconut ; Preservative (220; 223)), Brown Sugar, Milk Solids, Golden Syrup (10%), Seeds (9%) (Sesame ; Sunflower), Margarine (Vegetable Oil; Water; Salt; Emulsifiers (471; Soy Lecithin); Antioxidant (307)), Glucose, Milk Choc Compound (5%) (Sugar; Vegetable Oil; Milk Solids; Cocoa Powder; Emulsifiers (Soy Lecithin; 492); Natural Flavour), Natural Flavour"
Where a(?R)z
is a recursion which match one or more letters a
followed by exactly the same number of letters z
.
Data
s <- "Oats (24%) (Rolled, Bran), Coconut (13%) (Coconut , Preservative (220, 223)), Brown Sugar, Milk Solids, Golden Syrup (10%), Seeds (9%) (Sesame , Sunflower), Margarine (Vegetable Oil, Water, Salt, Emulsifiers (471, Soy Lecithin), Antioxidant (307)), Glucose, Milk Choc Compound (5%) (Sugar, Vegetable Oil, Milk Solids, Cocoa Powder, Emulsifiers (Soy Lecithin, 492), Natural Flavour), Natural Flavour"