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# ==================================================================== #
# TITLE #
# Antimicrobial Resistance (AMR) Analysis #
# #
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# SOURCE #
# https://gitlab.com/msberends/AMR #
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# #
# LICENCE #
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# (c) 2019 Berends MS (m.s.berends@umcg.nl), Luz CF (c.f.luz@umcg.nl) #
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# #
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# This R package is free software; you can freely use and distribute #
# it for both personal and commercial purposes under the terms of the #
# GNU General Public License version 2.0 (GNU GPL-2), as published by #
# the Free Software Foundation. #
# #
# This R package was created for academic research and was publicly #
# released in the hope that it will be useful, but it comes WITHOUT #
# ANY WARRANTY OR LIABILITY. #
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# Visit our website for more info: https://msberends.gitlab.io/AMR. #
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# ==================================================================== #
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# No export, no Rd
addin_insert_in <- function ( ) {
rstudioapi :: insertText ( " %in% " )
}
# No export, no Rd
addin_insert_like <- function ( ) {
rstudioapi :: insertText ( " %like% " )
}
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percent_clean <- clean ::: percent
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# No export, no Rd
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percent <- function ( x , round = 1 , force_zero = FALSE , decimal.mark = getOption ( " OutDec" ) , big.mark = " ," , ... ) {
if ( decimal.mark == big.mark ) {
if ( decimal.mark == " ," ) {
big.mark <- " ."
} else if ( decimal.mark == " ." ) {
big.mark <- " ,"
} else {
big.mark <- " "
}
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}
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x <- percent_clean ( x = x , round = round , force_zero = force_zero ,
decimal.mark = decimal.mark , big.mark = big.mark , ... )
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}
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#' @importFrom crayon blue bold red
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#' @importFrom dplyr %>% pull
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search_type_in_df <- function ( x , type ) {
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# try to find columns based on type
found <- NULL
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colnames ( x ) <- trimws ( colnames ( x ) )
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# -- mo
if ( type == " mo" ) {
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if ( " mo" %in% lapply ( x , class ) ) {
found <- colnames ( x ) [lapply ( x , class ) == " mo" ] [1 ]
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} else if ( any ( colnames ( x ) %like% " ^(mo|microorganism|organism|bacteria|bacterie)s?$" ) ) {
found <- colnames ( x ) [colnames ( x ) %like% " ^(mo|microorganism|organism|bacteria|bacterie)s?$" ] [1 ]
} else if ( any ( colnames ( x ) %like% " ^(microorganism|organism|bacteria|bacterie)" ) ) {
found <- colnames ( x ) [colnames ( x ) %like% " ^(microorganism|organism|bacteria|bacterie)" ] [1 ]
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} else if ( any ( colnames ( x ) %like% " species" ) ) {
found <- colnames ( x ) [colnames ( x ) %like% " species" ] [1 ]
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}
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}
# -- key antibiotics
if ( type == " keyantibiotics" ) {
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if ( any ( colnames ( x ) %like% " ^key.*(ab|antibiotics)" ) ) {
found <- colnames ( x ) [colnames ( x ) %like% " ^key.*(ab|antibiotics)" ] [1 ]
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}
}
# -- date
if ( type == " date" ) {
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if ( any ( colnames ( x ) %like% " ^(specimen date|specimen_date|spec_date)" ) ) {
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# WHONET support
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found <- colnames ( x ) [colnames ( x ) %like% " ^(specimen date|specimen_date|spec_date)" ] [1 ]
if ( ! any ( class ( x %>% pull ( found ) ) %in% c ( " Date" , " POSIXct" ) ) ) {
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stop ( red ( paste0 ( " ERROR: Found column `" , bold ( found ) , " ` to be used as input for `col_" , type ,
" `, but this column contains no valid dates. Transform its values to valid dates first." ) ) ,
call. = FALSE )
}
} else {
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for ( i in 1 : ncol ( x ) ) {
if ( any ( class ( x %>% pull ( i ) ) %in% c ( " Date" , " POSIXct" ) ) ) {
found <- colnames ( x ) [i ]
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break
}
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}
}
}
# -- patient id
if ( type == " patient_id" ) {
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if ( any ( colnames ( x ) %like% " ^(identification |patient|patid)" ) ) {
found <- colnames ( x ) [colnames ( x ) %like% " ^(identification |patient|patid)" ] [1 ]
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}
}
# -- specimen
if ( type == " specimen" ) {
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if ( any ( colnames ( x ) %like% " (specimen type|spec_type)" ) ) {
found <- colnames ( x ) [colnames ( x ) %like% " (specimen type|spec_type)" ] [1 ]
} else if ( any ( colnames ( x ) %like% " ^(specimen)" ) ) {
found <- colnames ( x ) [colnames ( x ) %like% " ^(specimen)" ] [1 ]
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}
}
if ( ! is.null ( found ) ) {
msg <- paste0 ( " NOTE: Using column `" , bold ( found ) , " ` as input for `col_" , type , " `." )
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if ( type %in% c ( " keyantibiotics" , " specimen" ) ) {
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msg <- paste ( msg , " Use" , bold ( paste0 ( " col_" , type ) , " = FALSE" ) , " to prevent this." )
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}
message ( blue ( msg ) )
}
found
}
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stopifnot_installed_package <- function ( package ) {
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# no "utils::installed.packages()" since it requires non-staged install since R 3.6.0
# https://developer.r-project.org/Blog/public/2019/02/14/staged-install/index.html
get ( " .packageName" , envir = asNamespace ( package ) )
return ( invisible ( ) )
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}
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# translate strings based on inst/translations.tsv
#' @importFrom dplyr %>% filter
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translate_AMR <- function ( from , language = get_locale ( ) , only_unknown = FALSE ) {
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# if (getOption("AMR_locale", "en") != language) {
# language <- getOption("AMR_locale", "en")
# }
if ( is.null ( language ) ) {
return ( from )
}
if ( language %in% c ( " en" , " " ) ) {
return ( from )
}
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df_trans <- translations_file # internal data file
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if ( ! language %in% df_trans $ lang ) {
stop ( " Unsupported language: '" , language , " ' - use one of: " ,
paste0 ( " '" , sort ( unique ( df_trans $ lang ) ) , " '" , collapse = " , " ) ,
call. = FALSE )
}
df_trans <- df_trans %>% filter ( lang == language )
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if ( only_unknown == TRUE ) {
df_trans <- df_trans %>% filter ( pattern %like% " unknown" )
}
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# default case sensitive if value if 'ignore.case' is missing:
df_trans $ ignore.case [is.na ( df_trans $ ignore.case ) ] <- FALSE
# default not using regular expressions (fixed = TRUE) if 'fixed' is missing:
df_trans $ fixed [is.na ( df_trans $ fixed ) ] <- TRUE
# check if text to look for is in one of the patterns
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any_form_in_patterns <- tryCatch ( any ( from %like% paste0 ( " (" , paste ( df_trans $ pattern , collapse = " |" ) , " )" ) ) ,
error = function ( e ) {
warning ( " Translation not possible. Please open an issue on GitLab (https://gitlab.com/msberends/AMR/issues) or GitHub (https://github.com/msberends/AMR/issues)." , call. = FALSE )
return ( FALSE )
} )
if ( NROW ( df_trans ) == 0 | ! any_form_in_patterns ) {
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return ( from )
}
for ( i in 1 : nrow ( df_trans ) ) {
from <- gsub ( x = from ,
pattern = df_trans $ pattern [i ] ,
replacement = df_trans $ replacement [i ] ,
fixed = df_trans $ fixed [i ] ,
ignore.case = df_trans $ ignore.case [i ] )
}
# force UTF-8 for diacritics
base :: enc2utf8 ( from )
}
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" %or%" <- function ( x , y ) {
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if ( is.null ( x ) | is.null ( y ) ) {
if ( is.null ( x ) ) {
return ( y )
} else {
return ( x )
}
}
ifelse ( ! is.na ( x ) ,
x ,
ifelse ( ! is.na ( y ) , y , NA ) )
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}
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class_integrity_check <- function ( value , type , check_vector ) {
if ( ! all ( value [ ! is.na ( value ) ] %in% check_vector ) ) {
warning ( paste0 ( " invalid " , type , " , NA generated" ) , call. = FALSE )
value [ ! value %in% check_vector ] <- NA
}
value
}