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# ==================================================================== #
# TITLE #
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# Antimicrobial Resistance (AMR) Data Analysis for R #
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# #
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# SOURCE #
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# https://github.com/msberends/AMR #
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# #
# LICENCE #
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# (c) 2018-2021 Berends MS, Luz CF et al. #
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# Developed at the University of Groningen, the Netherlands, in #
# collaboration with non-profit organisations Certe Medical #
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# Diagnostics & Advice, and University Medical Center Groningen. #
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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. #
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# We created this package for both routine data analysis and academic #
# research and it 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 the full manual and a complete tutorial about #
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# how to conduct AMR data analysis: https://msberends.github.io/AMR/ #
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# ==================================================================== #
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#' Get Properties of a Microorganism
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#'
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#' Use these functions to return a specific property of a microorganism based on the latest accepted taxonomy. All input values will be evaluated internally with [as.mo()], which makes it possible to use microbial abbreviations, codes and names as input. See *Examples*.
#' @inheritSection lifecycle Stable Lifecycle
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#' @param x any [character] (vector) that can be coerced to a valid microorganism code with [as.mo()]. Can be left blank for auto-guessing the column containing microorganism codes if used in a data set, see *Examples*.
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#' @param property one of the column names of the [microorganisms] data set: `r vector_or(colnames(microorganisms), sort = FALSE, quotes = TRUE)`, or must be `"shortname"`
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#' @param language language of the returned text, defaults to system language (see [get_AMR_locale()]) and can be overwritten by setting the option `AMR_locale`, e.g. `options(AMR_locale = "de")`, see [translate]. Also used to translate text like "no growth". Use `language = NULL` or `language = ""` to prevent translation.
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#' @param ... other arguments passed on to [as.mo()], such as 'allow_uncertain' and 'ignore_pattern'
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#' @param ab any (vector of) text that can be coerced to a valid antibiotic code with [as.ab()]
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#' @param open browse the URL using [`browseURL()`][utils::browseURL()]
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#' @details All functions will return the most recently known taxonomic property according to the Catalogue of Life, except for [mo_ref()], [mo_authors()] and [mo_year()]. Please refer to this example, knowing that *Escherichia blattae* was renamed to *Shimwellia blattae* in 2010:
#' - `mo_name("Escherichia blattae")` will return `"Shimwellia blattae"` (with a message about the renaming)
#' - `mo_ref("Escherichia blattae")` will return `"Burgess et al., 1973"` (with a message about the renaming)
#' - `mo_ref("Shimwellia blattae")` will return `"Priest et al., 2010"` (without a message)
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#'
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#' The short name - [mo_shortname()] - almost always returns the first character of the genus and the full species, like `"E. coli"`. Exceptions are abbreviations of staphylococci (such as *"CoNS"*, Coagulase-Negative Staphylococci) and beta-haemolytic streptococci (such as *"GBS"*, Group B Streptococci). Please bear in mind that e.g. *E. coli* could mean *Escherichia coli* (kingdom of Bacteria) as well as *Entamoeba coli* (kingdom of Protozoa). Returning to the full name will be done using [as.mo()] internally, giving priority to bacteria and human pathogens, i.e. `"E. coli"` will be considered *Escherichia coli*. In other words, `mo_fullname(mo_shortname("Entamoeba coli"))` returns `"Escherichia coli"`.
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#'
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#' Since the top-level of the taxonomy is sometimes referred to as 'kingdom' and sometimes as 'domain', the functions [mo_kingdom()] and [mo_domain()] return the exact same results.
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#'
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#' The Gram stain - [mo_gramstain()] - will be determined based on the taxonomic kingdom and phylum. According to Cavalier-Smith (2002, [PMID 11837318](https://pubmed.ncbi.nlm.nih.gov/11837318)), who defined subkingdoms Negibacteria and Posibacteria, only these phyla are Posibacteria: Actinobacteria, Chloroflexi, Firmicutes and Tenericutes. These bacteria are considered Gram-positive, except for members of the class Negativicutes which are Gram-negative. Members of other bacterial phyla are all considered Gram-negative. Species outside the kingdom of Bacteria will return a value `NA`. Functions [mo_is_gram_negative()] and [mo_is_gram_positive()] always return `TRUE` or `FALSE` (except when the input is `NA` or the MO code is `UNKNOWN`), thus always return `FALSE` for species outside the taxonomic kingdom of Bacteria.
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#'
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#' Determination of yeasts - [mo_is_yeast()] - will be based on the taxonomic kingdom and class. *Budding yeasts* are fungi of the phylum Ascomycetes, class Saccharomycetes (also called Hemiascomycetes). *True yeasts* are aggregated into the underlying order Saccharomycetales. Thus, for all microorganisms that are fungi and member of the taxonomic class Saccharomycetes, the function will return `TRUE`. It returns `FALSE` otherwise (except when the input is `NA` or the MO code is `UNKNOWN`).
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#'
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#' Intrinsic resistance - [mo_is_intrinsic_resistant()] - will be determined based on the [intrinsic_resistant] data set, which is based on `r format_eucast_version_nr(3.3)`. The [mo_is_intrinsic_resistant()] functions can be vectorised over arguments `x` (input for microorganisms) and over `ab` (input for antibiotics).
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#'
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#' All output [will be translated][translate] where possible.
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#'
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#' The function [mo_url()] will return the direct URL to the online database entry, which also shows the scientific reference of the concerned species.
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#'
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#' SNOMED codes - [mo_snomed()] - are from the `r SNOMED_VERSION$current_source`. See *Source* and the [microorganisms] data set for more info.
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#' @inheritSection mo_matching_score Matching Score for Microorganisms
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#' @inheritSection catalogue_of_life Catalogue of Life
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#' @inheritSection as.mo Source
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#' @rdname mo_property
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#' @name mo_property
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#' @return
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#' - An [integer] in case of [mo_year()]
#' - A [list] in case of [mo_taxonomy()] and [mo_info()]
#' - A named [character] in case of [mo_url()]
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#' - A [numeric] in case of [mo_snomed()]
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#' - A [character] in all other cases
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#' @export
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#' @seealso Data set [microorganisms]
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#' @inheritSection AMR Reference Data Publicly Available
#' @inheritSection AMR Read more on Our Website!
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#' @examples
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#' # taxonomic tree -----------------------------------------------------------
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#' mo_kingdom("E. coli") # "Bacteria"
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#' mo_phylum("E. coli") # "Proteobacteria"
#' mo_class("E. coli") # "Gammaproteobacteria"
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#' mo_order("E. coli") # "Enterobacterales"
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#' mo_family("E. coli") # "Enterobacteriaceae"
#' mo_genus("E. coli") # "Escherichia"
#' mo_species("E. coli") # "coli"
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#' mo_subspecies("E. coli") # ""
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#'
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#' # colloquial properties ----------------------------------------------------
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#' mo_name("E. coli") # "Escherichia coli"
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#' mo_fullname("E. coli") # "Escherichia coli" - same as mo_name()
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#' mo_shortname("E. coli") # "E. coli"
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#'
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#' # other properties ---------------------------------------------------------
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#' mo_gramstain("E. coli") # "Gram-negative"
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#' mo_snomed("E. coli") # 112283007, 116395006, ... (SNOMED codes)
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#' mo_type("E. coli") # "Bacteria" (equal to kingdom, but may be translated)
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#' mo_rank("E. coli") # "species"
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#' mo_url("E. coli") # get the direct url to the online database entry
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#' mo_synonyms("E. coli") # get previously accepted taxonomic names
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#'
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#' # scientific reference -----------------------------------------------------
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#' mo_ref("E. coli") # "Castellani et al., 1919"
#' mo_authors("E. coli") # "Castellani et al."
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#' mo_year("E. coli") # 1919
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#' mo_lpsn("E. coli") # 776057 (LPSN record ID)
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#'
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#' # abbreviations known in the field -----------------------------------------
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#' mo_genus("MRSA") # "Staphylococcus"
#' mo_species("MRSA") # "aureus"
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#' mo_shortname("VISA") # "S. aureus"
#' mo_gramstain("VISA") # "Gram-positive"
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#'
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#' mo_genus("EHEC") # "Escherichia"
#' mo_species("EHEC") # "coli"
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#'
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#' # known subspecies ---------------------------------------------------------
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#' mo_name("doylei") # "Campylobacter jejuni doylei"
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#' mo_genus("doylei") # "Campylobacter"
#' mo_species("doylei") # "jejuni"
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#' mo_subspecies("doylei") # "doylei"
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#'
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#' mo_fullname("K. pneu rh") # "Klebsiella pneumoniae rhinoscleromatis"
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#' mo_shortname("K. pneu rh") # "K. pneumoniae"
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#'
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#' \donttest{
#' # Becker classification, see ?as.mo ----------------------------------------
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#' mo_fullname("S. epi") # "Staphylococcus epidermidis"
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#' mo_fullname("S. epi", Becker = TRUE) # "Coagulase-negative Staphylococcus (CoNS)"
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#' mo_shortname("S. epi") # "S. epidermidis"
#' mo_shortname("S. epi", Becker = TRUE) # "CoNS"
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#'
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#' # Lancefield classification, see ?as.mo ------------------------------------
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#' mo_fullname("S. pyo") # "Streptococcus pyogenes"
#' mo_fullname("S. pyo", Lancefield = TRUE) # "Streptococcus group A"
#' mo_shortname("S. pyo") # "S. pyogenes"
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#' mo_shortname("S. pyo", Lancefield = TRUE) # "GAS" (='Group A Streptococci')
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#'
#'
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#' # language support --------------------------------------------------------
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#' mo_gramstain("E. coli", language = "de") # "Gramnegativ"
#' mo_gramstain("E. coli", language = "nl") # "Gram-negatief"
#' mo_gramstain("E. coli", language = "es") # "Gram negativo"
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#'
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#' # mo_type is equal to mo_kingdom, but mo_kingdom will remain official
#' mo_kingdom("E. coli") # "Bacteria" on a German system
#' mo_type("E. coli") # "Bakterien" on a German system
#' mo_type("E. coli") # "Bacteria" on an English system
#'
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#' mo_fullname("S. pyogenes",
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#' Lancefield = TRUE,
#' language = "de") # "Streptococcus Gruppe A"
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#' mo_fullname("S. pyogenes",
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#' Lancefield = TRUE,
#' language = "nl") # "Streptococcus groep A"
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#'
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#'
#' # other --------------------------------------------------------------------
#'
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#' mo_is_yeast(c("Candida", "E. coli")) # TRUE, FALSE
#'
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#' # gram stains and intrinsic resistance can also be used as a filter in dplyr verbs
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#' \donttest{
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#' if (require("dplyr")) {
#' example_isolates %>%
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#' filter(mo_is_gram_positive())
#'
#' example_isolates %>%
#' filter(mo_is_intrinsic_resistant(ab = "vanco"))
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#' }
#'
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#'
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#' # get a list with the complete taxonomy (from kingdom to subspecies)
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#' mo_taxonomy("E. coli")
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#' # get a list with the taxonomy, the authors, Gram-stain,
#' # SNOMED codes, and URL to the online database
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#' mo_info("E. coli")
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#' }
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#' }
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mo_name <- function ( x , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
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# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_name" )
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}
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meet_criteria ( x , allow_NA = TRUE )
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meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
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translate_AMR ( mo_validate ( x = x , property = " fullname" , language = language , ... ) ,
language = language ,
only_unknown = FALSE ,
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only_affect_mo_names = TRUE )
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}
#' @rdname mo_property
#' @export
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mo_fullname <- mo_name
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#' @rdname mo_property
#' @export
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mo_shortname <- function ( x , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
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# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_shortname" )
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}
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meet_criteria ( x , allow_NA = TRUE )
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meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
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x.mo <- as.mo ( x , language = language , ... )
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metadata <- get_mo_failures_uncertainties_renamed ( )
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replace_empty <- function ( x ) {
x [x == " " ] <- " spp."
x
}
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# get first char of genus and complete species in English
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genera <- mo_genus ( x.mo , language = NULL )
shortnames <- paste0 ( substr ( genera , 1 , 1 ) , " . " , replace_empty ( mo_species ( x.mo , language = NULL ) ) )
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# exceptions for where no species is known
shortnames [shortnames %like% " .[.] spp[.]" ] <- genera [shortnames %like% " .[.] spp[.]" ]
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# exceptions for staphylococci
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shortnames [shortnames == " S. coagulase-negative" ] <- " CoNS"
shortnames [shortnames == " S. coagulase-positive" ] <- " CoPS"
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# exceptions for streptococci: Group A Streptococcus -> GAS
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shortnames [shortnames %like% " S. group [ABCDFGHK]" ] <- paste0 ( " G" , gsub ( " S. group ([ABCDFGHK])" , " \\1" , shortnames [shortnames %like% " S. group [ABCDFGHK]" ] , perl = TRUE ) , " S" )
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# unknown species etc.
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shortnames [shortnames %like% " unknown" ] <- paste0 ( " (" , trimws ( gsub ( " [^a-zA-Z -]" , " " , shortnames [shortnames %like% " unknown" ] , perl = TRUE ) ) , " )" )
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shortnames [is.na ( x.mo ) ] <- NA_character_
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load_mo_failures_uncertainties_renamed ( metadata )
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translate_AMR ( shortnames , language = language , only_unknown = FALSE , only_affect_mo_names = TRUE )
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}
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#' @rdname mo_property
#' @export
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mo_subspecies <- function ( x , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
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# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_subspecies" )
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}
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meet_criteria ( x , allow_NA = TRUE )
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meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
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translate_AMR ( mo_validate ( x = x , property = " subspecies" , language = language , ... ) , language = language , only_unknown = TRUE )
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}
#' @rdname mo_property
#' @export
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mo_species <- function ( x , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
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# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_species" )
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}
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meet_criteria ( x , allow_NA = TRUE )
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meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
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translate_AMR ( mo_validate ( x = x , property = " species" , language = language , ... ) , language = language , only_unknown = TRUE )
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}
#' @rdname mo_property
#' @export
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mo_genus <- function ( x , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
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# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_genus" )
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}
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meet_criteria ( x , allow_NA = TRUE )
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meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
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translate_AMR ( mo_validate ( x = x , property = " genus" , language = language , ... ) , language = language , only_unknown = TRUE )
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}
#' @rdname mo_property
#' @export
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mo_family <- function ( x , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
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# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_family" )
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}
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meet_criteria ( x , allow_NA = TRUE )
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meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
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translate_AMR ( mo_validate ( x = x , property = " family" , language = language , ... ) , language = language , only_unknown = TRUE )
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}
#' @rdname mo_property
#' @export
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mo_order <- function ( x , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
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# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_order" )
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}
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meet_criteria ( x , allow_NA = TRUE )
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meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
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translate_AMR ( mo_validate ( x = x , property = " order" , language = language , ... ) , language = language , only_unknown = TRUE )
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}
#' @rdname mo_property
#' @export
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mo_class <- function ( x , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
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# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_class" )
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}
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meet_criteria ( x , allow_NA = TRUE )
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meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
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translate_AMR ( mo_validate ( x = x , property = " class" , language = language , ... ) , language = language , only_unknown = TRUE )
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}
#' @rdname mo_property
#' @export
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mo_phylum <- function ( x , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
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# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_phylum" )
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}
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meet_criteria ( x , allow_NA = TRUE )
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meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
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translate_AMR ( mo_validate ( x = x , property = " phylum" , language = language , ... ) , language = language , only_unknown = TRUE )
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}
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#' @rdname mo_property
#' @export
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mo_kingdom <- function ( x , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
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# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_kingdom" )
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}
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meet_criteria ( x , allow_NA = TRUE )
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meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
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translate_AMR ( mo_validate ( x = x , property = " kingdom" , language = language , ... ) , language = language , only_unknown = TRUE )
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}
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#' @rdname mo_property
#' @export
mo_domain <- mo_kingdom
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#' @rdname mo_property
#' @export
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mo_type <- function ( x , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
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# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_type" )
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}
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meet_criteria ( x , allow_NA = TRUE )
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meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
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x.mo <- as.mo ( x , language = language , ... )
out <- mo_kingdom ( x.mo , language = NULL )
out [which ( mo_is_yeast ( x.mo ) ) ] <- " Yeasts"
translate_AMR ( out , language = language , only_unknown = FALSE )
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}
#' @rdname mo_property
#' @export
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mo_gramstain <- function ( x , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
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# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_gramstain" )
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}
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meet_criteria ( x , allow_NA = TRUE )
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meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
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x.mo <- as.mo ( x , language = language , ... )
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metadata <- get_mo_failures_uncertainties_renamed ( )
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x <- rep ( NA_character_ , length ( x ) )
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# make all bacteria Gram negative
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x [mo_kingdom ( x.mo ) == " Bacteria" ] <- " Gram-negative"
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# overwrite these 4 phyla with Gram-positives
# Source: https://itis.gov/servlet/SingleRpt/SingleRpt?search_topic=TSN&search_value=956097 (Cavalier-Smith, 2002)
x [ ( mo_phylum ( x.mo ) %in% c ( " Actinobacteria" ,
" Chloroflexi" ,
" Firmicutes" ,
" Tenericutes" ) &
# but class Negativicutes (of phylum Firmicutes) are Gram-negative!
mo_class ( x.mo ) != " Negativicutes" )
# and of course our own ID for Gram-positives
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| x.mo == " B_GRAMP" ] <- " Gram-positive"
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load_mo_failures_uncertainties_renamed ( metadata )
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translate_AMR ( x , language = language , only_unknown = FALSE )
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}
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#' @rdname mo_property
#' @export
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mo_is_gram_negative <- function ( x , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
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# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_is_gram_negative" )
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}
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meet_criteria ( x , allow_NA = TRUE )
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meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
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x.mo <- as.mo ( x , language = language , ... )
metadata <- get_mo_failures_uncertainties_renamed ( )
grams <- mo_gramstain ( x.mo , language = NULL )
load_mo_failures_uncertainties_renamed ( metadata )
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out <- grams == " Gram-negative" & ! is.na ( grams )
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out [x.mo %in% c ( NA_character_ , " UNKNOWN" ) ] <- NA
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out
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}
#' @rdname mo_property
#' @export
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mo_is_gram_positive <- function ( x , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
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# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_is_gram_positive" )
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}
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meet_criteria ( x , allow_NA = TRUE )
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meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
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x.mo <- as.mo ( x , language = language , ... )
metadata <- get_mo_failures_uncertainties_renamed ( )
grams <- mo_gramstain ( x.mo , language = NULL )
load_mo_failures_uncertainties_renamed ( metadata )
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out <- grams == " Gram-positive" & ! is.na ( grams )
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out [x.mo %in% c ( NA_character_ , " UNKNOWN" ) ] <- NA
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out
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}
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#' @rdname mo_property
#' @export
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mo_is_yeast <- function ( x , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_is_yeast" )
}
meet_criteria ( x , allow_NA = TRUE )
meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
x.mo <- as.mo ( x , language = language , ... )
metadata <- get_mo_failures_uncertainties_renamed ( )
x.kingdom <- mo_kingdom ( x.mo , language = NULL )
x.phylum <- mo_phylum ( x.mo , language = NULL )
x.class <- mo_class ( x.mo , language = NULL )
x.order <- mo_order ( x.mo , language = NULL )
load_mo_failures_uncertainties_renamed ( metadata )
out <- rep ( FALSE , length ( x ) )
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out [x.kingdom == " Fungi" & x.class == " Saccharomycetes" ] <- TRUE
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out [x.mo %in% c ( NA_character_ , " UNKNOWN" ) ] <- NA
out
}
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#' @rdname mo_property
#' @export
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mo_is_intrinsic_resistant <- function ( x , ab , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
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# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_is_intrinsic_resistant" )
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}
meet_criteria ( x , allow_NA = TRUE )
meet_criteria ( ab , allow_NA = FALSE )
meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
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x <- as.mo ( x , language = language , ... )
ab <- as.ab ( ab , language = NULL , flag_multiple_results = FALSE , info = FALSE )
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if ( length ( x ) == 1 & length ( ab ) > 1 ) {
x <- rep ( x , length ( ab ) )
} else if ( length ( ab ) == 1 & length ( x ) > 1 ) {
ab <- rep ( ab , length ( x ) )
}
if ( length ( x ) != length ( ab ) ) {
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stop_ ( " length of `x` and `ab` must be equal, or one of them must be of length 1." )
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}
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# show used version number once per session (pkg_env will reload every session)
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if ( message_not_thrown_before ( " mo_is_intrinsic_resistant" , " version.mo" , entire_session = TRUE ) ) {
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message_ ( " Determining intrinsic resistance based on " ,
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format_eucast_version_nr ( 3.3 , markdown = FALSE ) , " . " ,
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font_red ( " This note will be shown once per session." ) )
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}
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# runs against internal vector: INTRINSIC_R (see zzz.R)
paste ( x , ab ) %in% INTRINSIC_R
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}
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#' @rdname mo_property
#' @export
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mo_snomed <- function ( x , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
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# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_snomed" )
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}
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meet_criteria ( x , allow_NA = TRUE )
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meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
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mo_validate ( x = x , property = " snomed" , language = language , ... )
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}
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#' @rdname mo_property
#' @export
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mo_ref <- function ( x , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
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# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_ref" )
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}
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meet_criteria ( x , allow_NA = TRUE )
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meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
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mo_validate ( x = x , property = " ref" , language = language , ... )
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}
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#' @rdname mo_property
#' @export
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mo_authors <- function ( x , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
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# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_authors" )
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}
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meet_criteria ( x , allow_NA = TRUE )
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meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
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x <- mo_validate ( x = x , property = " ref" , language = language , ... )
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# remove last 4 digits and presumably the comma and space that preceed them
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x [ ! is.na ( x ) ] <- gsub ( " ,? ?[0-9]{4}" , " " , x [ ! is.na ( x ) ] , perl = TRUE )
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suppressWarnings ( x )
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}
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#' @rdname mo_property
#' @export
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mo_year <- function ( x , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
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# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_year" )
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}
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meet_criteria ( x , allow_NA = TRUE )
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meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
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x <- mo_validate ( x = x , property = " ref" , language = language , ... )
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# get last 4 digits
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x [ ! is.na ( x ) ] <- gsub ( " .*([0-9]{4})$" , " \\1" , x [ ! is.na ( x ) ] , perl = TRUE )
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suppressWarnings ( as.integer ( x ) )
}
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#' @rdname mo_property
#' @export
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mo_lpsn <- function ( x , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_rank" )
}
meet_criteria ( x , allow_NA = TRUE )
meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
mo_validate ( x = x , property = " species_id" , language = language , ... )
}
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#' @rdname mo_property
#' @export
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mo_rank <- function ( x , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
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# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_rank" )
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}
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meet_criteria ( x , allow_NA = TRUE )
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meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
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mo_validate ( x = x , property = " rank" , language = language , ... )
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}
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#' @rdname mo_property
#' @export
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mo_taxonomy <- function ( x , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
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# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_taxonomy" )
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}
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meet_criteria ( x , allow_NA = TRUE )
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meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
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x <- as.mo ( x , language = language , ... )
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metadata <- get_mo_failures_uncertainties_renamed ( )
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out <- list ( kingdom = mo_kingdom ( x , language = language ) ,
phylum = mo_phylum ( x , language = language ) ,
class = mo_class ( x , language = language ) ,
order = mo_order ( x , language = language ) ,
family = mo_family ( x , language = language ) ,
genus = mo_genus ( x , language = language ) ,
species = mo_species ( x , language = language ) ,
subspecies = mo_subspecies ( x , language = language ) )
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load_mo_failures_uncertainties_renamed ( metadata )
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out
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}
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#' @rdname mo_property
#' @export
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mo_synonyms <- function ( x , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
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# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_synonyms" )
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}
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meet_criteria ( x , allow_NA = TRUE )
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meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
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x <- as.mo ( x , language = language , ... )
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metadata <- get_mo_failures_uncertainties_renamed ( )
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IDs <- mo_name ( x = x , language = NULL )
syns <- lapply ( IDs , function ( newname ) {
res <- sort ( microorganisms.old [which ( microorganisms.old $ fullname_new == newname ) , " fullname" ] )
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if ( length ( res ) == 0 ) {
NULL
} else {
res
}
} )
if ( length ( syns ) > 1 ) {
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names ( syns ) <- mo_name ( x )
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result <- syns
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} else {
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result <- unlist ( syns )
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}
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load_mo_failures_uncertainties_renamed ( metadata )
result
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}
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#' @rdname mo_property
#' @export
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mo_info <- function ( x , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
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# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_info" )
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}
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meet_criteria ( x , allow_NA = TRUE )
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meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
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x <- as.mo ( x , language = language , ... )
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metadata <- get_mo_failures_uncertainties_renamed ( )
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info <- lapply ( x , function ( y )
c ( mo_taxonomy ( y , language = language ) ,
list ( synonyms = mo_synonyms ( y ) ,
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gramstain = mo_gramstain ( y , language = language ) ,
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url = unname ( mo_url ( y , open = FALSE ) ) ,
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ref = mo_ref ( y ) ,
snomed = unlist ( mo_snomed ( y ) ) ) ) )
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if ( length ( info ) > 1 ) {
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names ( info ) <- mo_name ( x )
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result <- info
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} else {
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result <- info [ [1L ] ]
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}
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load_mo_failures_uncertainties_renamed ( metadata )
result
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}
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#' @rdname mo_property
#' @export
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mo_url <- function ( x , open = FALSE , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
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# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_url" )
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}
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meet_criteria ( x , allow_NA = TRUE )
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meet_criteria ( open , allow_class = " logical" , has_length = 1 )
meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
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x.mo <- as.mo ( x = x , language = language , ... = ... )
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metadata <- get_mo_failures_uncertainties_renamed ( )
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df <- microorganisms [match ( x.mo , microorganisms $ mo ) , c ( " mo" , " fullname" , " source" , " kingdom" , " rank" ) ]
df $ url <- ifelse ( df $ source == " LPSN" ,
paste0 ( CATALOGUE_OF_LIFE $ url_LPSN , " /species/" , gsub ( " " , " -" , tolower ( df $ fullname ) , fixed = TRUE ) ) ,
paste0 ( CATALOGUE_OF_LIFE $ url_CoL , " /data/search?type=EXACT&q=" , gsub ( " " , " %20" , df $ fullname , fixed = TRUE ) ) )
genera <- which ( df $ kingdom == " Bacteria" & df $ rank == " genus" )
df $ url [genera ] <- gsub ( " /species/" , " /genus/" , df $ url [genera ] , fixed = TRUE )
subsp <- which ( df $ kingdom == " Bacteria" & df $ rank %in% c ( " subsp." , " infraspecies" ) )
df $ url [subsp ] <- gsub ( " /species/" , " /subspecies/" , df $ url [subsp ] , fixed = TRUE )
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u <- df $ url
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names ( u ) <- df $ fullname
if ( isTRUE ( open ) ) {
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if ( length ( u ) > 1 ) {
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warning_ ( " Only the first URL will be opened, as `browseURL()` only suports one string." )
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}
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utils :: browseURL ( u [1L ] )
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}
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load_mo_failures_uncertainties_renamed ( metadata )
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u
}
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#' @rdname mo_property
#' @export
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mo_property <- function ( x , property = " fullname" , language = get_AMR_locale ( ) , ... ) {
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if ( missing ( x ) ) {
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# this tries to find the data and an <mo> column
x <- find_mo_col ( fn = " mo_property" )
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}
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meet_criteria ( x , allow_NA = TRUE )
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meet_criteria ( property , allow_class = " character" , has_length = 1 , is_in = colnames ( microorganisms ) )
meet_criteria ( language , has_length = 1 , is_in = c ( LANGUAGES_SUPPORTED , " " ) , allow_NULL = TRUE , allow_NA = TRUE )
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translate_AMR ( mo_validate ( x = x , property = property , language = language , ... ) , language = language , only_unknown = TRUE )
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}
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mo_validate <- function ( x , property , language , ... ) {
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check_dataset_integrity ( )
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dots <- list ( ... )
Becker <- dots $ Becker
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if ( is.null ( Becker ) | property %in% c ( " kingdom" , " phylum" , " class" , " order" , " family" , " genus" ) ) {
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Becker <- FALSE
}
Lancefield <- dots $ Lancefield
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if ( is.null ( Lancefield ) | property %in% c ( " kingdom" , " phylum" , " class" , " order" , " family" , " genus" ) ) {
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Lancefield <- FALSE
}
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has_Becker_or_Lancefield <- Becker %in% c ( TRUE , " all" ) | Lancefield %in% c ( TRUE , " all" )
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if ( tryCatch ( all ( x [ ! is.na ( x ) ] %in% MO_lookup $ mo ) & ! has_Becker_or_Lancefield , error = function ( e ) FALSE ) ) {
# special case for mo_* functions where class is already <mo>
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x <- MO_lookup [match ( x , MO_lookup $ mo ) , property , drop = TRUE ]
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} else {
# try to catch an error when inputting an invalid argument
# so the 'call.' can be set to FALSE
tryCatch ( x [1L ] %in% MO_lookup [1 , property , drop = TRUE ] ,
error = function ( e ) stop ( e $ message , call. = FALSE ) )
if ( ! all ( x [ ! is.na ( x ) ] %in% MO_lookup [ , property , drop = TRUE ] ) | has_Becker_or_Lancefield ) {
x <- exec_as.mo ( x , property = property , language = language , ... )
}
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}
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if ( property == " mo" ) {
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return ( set_clean_class ( x , new_class = c ( " mo" , " character" ) ) )
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} else if ( property == " species_id" ) {
return ( as.double ( x ) )
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} else if ( property == " snomed" ) {
return ( as.double ( eval ( parse ( text = x ) ) ) )
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} else {
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return ( x )
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}
}
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find_mo_col <- function ( fn ) {
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# this function tries to find an mo column in the data the function was called in,
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# which is useful when functions are used within dplyr verbs
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df <- get_current_data ( arg_name = " x" , call = -3 ) # will return an error if not found
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mo <- NULL
try ( {
mo <- suppressMessages ( search_type_in_df ( df , " mo" ) )
} , silent = TRUE )
if ( ! is.null ( df ) && ! is.null ( mo ) && is.data.frame ( df ) ) {
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if ( message_not_thrown_before ( fn = fn ) ) {
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message_ ( " Using column '" , font_bold ( mo ) , " ' as input for `" , fn , " ()`" )
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}
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return ( df [ , mo , drop = TRUE ] )
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} else {
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stop_ ( " argument `x` is missing and no column with info about microorganisms could be found." , call = -2 )
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}
}