Created
October 19, 2020 14:43
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require(stringr) | |
bool_detect = function(x, qry, ignore_case = TRUE, print_call = FALSE){ | |
ops = c(AND = '&', `&` = '&', OR = '|', `|` = '|', `(` = '(', `)` = ')') # boolean operators | |
# add spaces around parentheses; | |
qry = qry %>% str_trim %>% str_replace_all(fixed('('), '( ') %>% str_replace_all(fixed(')'), ' )') %>% | |
str_replace_all("'", '"') %>% # enforce double quotes | |
str_replace_all('(?<="[^ ]{0,100}) (?=[^ ]+")', '\u00A0') # sub spaces in quoted text for a unicode space | |
# split elements by ascii space character | |
comps = str_split(qry, '[ ]+')[[1]] %>% str_replace_all('\u00A0', ' ') %>% str_remove_all('"') | |
comp_ops = comps %in% names(ops) # identify operators from query terms | |
# construct string for a composite logical call to evaluate | |
to_negate = str_detect(comps[!comp_ops], '^-') # args to negate (NOT) | |
qry_neg = comps[!comp_ops] %>% str_replace('^-', '') | |
# build a str_detect command for each argument, negated as required | |
comps[!comp_ops] = paste0(c('','!')[to_negate+1], 'str_detect(x, regex("', | |
qry_neg, '", ignore_case=', ignore_case,'))') | |
comps[comp_ops] = ops[comps[comp_ops]] # convert AND/OR to R logical operators | |
qry_final = paste(comps, collapse = ' ') # reduce to single string | |
if(print_call) message(qry_final) | |
eval(parse(text = qry_final)) | |
} | |
# Example usage | |
#' # simple AND | |
#' sentences[ bool_detect(sentences, 'cat AND dog', print_call=T) ] | |
#' | |
#' # simple OR | |
#' sentences[ bool_detect(sentences, 'cat OR dog', print_call=T) ] | |
#' | |
#' # nested OR | |
#' sentences[ bool_detect(sentences, '(corner OR tree) AND (cat OR dog)') ] | |
#' | |
#' # quoted phrases | |
#' sentences[ bool_detect(sentences, '"the big"') ] | |
#' | |
#' # Report hoe query is interpreted | |
#' x = bool_detect(sentences, 'cat OR dog', print_call=TRUE) | |
#' |
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