From 632e9445f3fa9016af6e3ae4dbb1216a5b49365b Mon Sep 17 00:00:00 2001 From: Zacharias Steinmetz Date: Mon, 12 Dec 2022 16:22:36 +0100 Subject: [PATCH 01/35] `as_OpenSpecy()` for v1.0 - finalized functions - added unit tests --- R/as_OpenSpecy.R | 5 +-- tests/testthat/test-as_OpenSpecy.R | 67 ++++++++++++++++++++++++++++++ 2 files changed, 69 insertions(+), 3 deletions(-) create mode 100644 tests/testthat/test-as_OpenSpecy.R diff --git a/R/as_OpenSpecy.R b/R/as_OpenSpecy.R index a565ad13..b3162326 100644 --- a/R/as_OpenSpecy.R +++ b/R/as_OpenSpecy.R @@ -37,7 +37,6 @@ #' @seealso #' seealso. #' -#' @importFrom magrittr %>% #' @importFrom data.table as.data.table #' @export as_OpenSpecy <- function(x, ...) { @@ -205,6 +204,6 @@ OpenSpecy <- function(x, ...) { #' @export gen_grid <- function(x) { base <- sqrt(x) - expand.grid(x = 1:ceiling(base), y = 1:ceiling(base))[1:x,] %>% - as.data.table + expand.grid(x = 1:ceiling(base), y = 1:ceiling(base))[1:x,] |> + as.data.table() } diff --git a/tests/testthat/test-as_OpenSpecy.R b/tests/testthat/test-as_OpenSpecy.R new file mode 100644 index 00000000..293c1513 --- /dev/null +++ b/tests/testthat/test-as_OpenSpecy.R @@ -0,0 +1,67 @@ +library(data.table) + +df <- read_extdata("raman_hdpe.csv") |> read.csv() + +test_that("as_OpenSpecy() generates OpenSpecy objects", { + expect_silent(OpenSpecy(df)) + + expect_silent(osf <- as_OpenSpecy(df)) + expect_silent(ost <- data.table(df) |> as_OpenSpecy()) + expect_silent(osl <- list(df$Wavelength, df[2]) |> as_OpenSpecy()) + expect_silent(OpenSpecy(osf)) + + expect_s3_class(osf, "OpenSpecy") + expect_s3_class(ost, "OpenSpecy") + expect_s3_class(osl, "OpenSpecy") + + expect_equal(names(osf), c("wavenumber", "spectra", "metadata")) + expect_equal(names(ost), c("wavenumber", "spectra", "metadata")) + expect_equal(names(osl), c("wavenumber", "spectra", "metadata")) + + expect_equal(OpenSpecy(df), OpenSpecy(osf)) + expect_equal(ost, osf) + + expect_true(is_OpenSpecy(osf)) + expect_true(is_OpenSpecy(ost)) + expect_true(is_OpenSpecy(osl)) + expect_false(is_OpenSpecy(df)) +}) + +test_that("as_OpenSpecy() handles errors correctly", { + expect_silent(as_OpenSpecy(df$Wavelength, + as.data.frame(df$Absorbance))) + expect_error(as_OpenSpecy(df$Wavelength, + df$Absorbance)) + + expect_error(as_OpenSpecy(df$Wavelength)) + expect_error(as_OpenSpecy(as.character(df$Wavelength), + as.data.frame(df$Absorbance))) + expect_error(as_OpenSpecy(df$Wavelength, + as.data.frame(df$Absorbance[-1]))) + + expect_warning(as_OpenSpecy(data.frame(x = df$Wavelength, + abs = df$Absorbance))) + expect_warning(as_OpenSpecy(data.frame(wav = df$Wavelength, + y = df$Absorbance))) + + expect_error(as_OpenSpecy(df$Wavelength, + as.data.frame(df$Absorbance), + coords = "")) + expect_error(as_OpenSpecy(df$Wavelength, + as.data.frame(df$Absorbance), + coords = df)) + expect_error(as_OpenSpecy(df$Wavelength, + as.data.frame(df$Absorbance), + metadata = "")) +}) + +test_that("OpenSpecy objects are read correctly", { + os <- as_OpenSpecy(df) + + expect_equal(range(os$wavenumber) |> round(2), c(150.92, 2998.49)) + expect_equal(range(os$spectra) |> round(2), c(3264.21, 41238.90)) + expect_length(os$wavenumber, 1095) + expect_equal(os$metadata$x, 1) + expect_equal(os$metadata$y, 1) + expect_equal(os$metadata$license, "CC BY-NC") +}) From 47012dfa1259f23a79782695e95b7ab8a444fc85 Mon Sep 17 00:00:00 2001 From: Zacharias Steinmetz Date: Tue, 13 Dec 2022 11:12:59 +0100 Subject: [PATCH 02/35] Added metadata details from `io_spec.R` --- R/as_OpenSpecy.R | 62 ++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 62 insertions(+) diff --git a/R/as_OpenSpecy.R b/R/as_OpenSpecy.R index b3162326..a9056cda 100644 --- a/R/as_OpenSpecy.R +++ b/R/as_OpenSpecy.R @@ -18,6 +18,68 @@ #' spectral file formats so there may be bugs in the file conversion. #' Please contact us if you identify any. #' +#' The \code{metadata} argument may contain a named list with the following +#' details (\code{*} = minimum recommended): +#' +#' \tabular{ll}{ +#' \code{file_name*}: \tab The file name, defaults to +#' \code{\link[base]{basename}()} if not specified\cr +#' \code{user_name*}: \tab User name, e.g. "Win Cowger"\cr +#' \code{contact_info}: \tab Contact information, e.g. "1-513-673-8956, +#' wincowger@@gmail.com"\cr +#' \code{organization}: \tab Affiliation, e.g. "University of California, +#' Riverside"\cr +#' \code{citation}: \tab Data citation, e.g. "Primpke, S., Wirth, M., Lorenz, +#' C., & Gerdts, G. (2018). Reference database design for the automated analysis +#' of microplastic samples based on Fourier transform infrared (FTIR) +#' spectroscopy. \emph{Analytical and Bioanalytical Chemistry}. +#' \doi{10.1007/s00216-018-1156-x}"\cr +#' \code{spectrum_type*}: \tab Raman or FTIR\cr +#' \code{spectrum_identity*}: \tab Material/polymer analyzed, e.g. +#' "Polystyrene"\cr +#' \code{material_form}: \tab Form of the material analyzed, e.g. textile fiber, +#' rubber band, sphere, granule \cr +#' \code{material_phase}: \tab Phase of the material analyzed (liquid, gas, +#' solid) \cr +#' \code{material_producer}: \tab Producer of the material analyzed, +#' e.g. Dow \cr +#' \code{material_purity}: \tab Purity of the material analyzed, e.g. 99.98\% +#' \cr +#' \code{material_quality}: \tab Quality of the material analyzed, e.g. +#' consumer product, manufacturer material, analytical standard, +#' environmental sample \cr +#' \code{material_color}: \tab Color of the material analyzed, +#' e.g. blue, #0000ff, (0, 0, 255) \cr +#' \code{material_other}: \tab Other material description, e.g. 5 µm diameter +#' fibers, 1 mm spherical particles \cr +#' \code{cas_number}: \tab CAS number, e.g. 9003-53-6 \cr +#' \code{instrument_used}: \tab Instrument used, e.g. Horiba LabRam \cr +#' \code{instrument_accessories}: \tab Instrument accessories, e.g. +#' Focal Plane Array, CCD\cr +#' \code{instrument_mode}: \tab Instrument modes/settings, e.g. +#' transmission, reflectance \cr +#' \code{spectral_resolution}: \tab Spectral resolution, e.g. 4/cm \cr +#' \code{laser_light_used}: \tab Wavelength of the laser/light used, e.g. +#' 785 nm \cr +#' \code{number_of_accumulations}: \tab Number of accumulations, e.g 5 \cr +#' \code{total_acquisition_time_s}: \tab Total acquisition time (s), e.g. 10 s +#' \cr +#' \code{data_processing_procedure}: \tab Data processing procedure, +#' e.g. spikefilter, baseline correction, none \cr +#' \code{level_of_confidence_in_identification}: \tab Level of confidence in +#' identification, e.g. 99\% \cr +#' \code{other_info}: \tab Other information \cr +#' \code{license}: \tab The license of the shared spectrum; defaults to +#' \code{"CC BY-NC"} (see +#' \url{https://creativecommons.org/licenses/by-nc/4.0/} for details). Any other +#' creative commons license is allowed, for example, CC0 or CC BY \cr +#' \code{session_id}: \tab A unique user and session identifier; populated +#' automatically with \code{paste(digest(Sys.info()), digest(sessionInfo()), +#' sep = "/")}\cr +#' \code{file_id}: \tab A unique file identifier; populated automatically +#' with \code{digest(object[c("wavenumber", "spectra")])}\cr +#' } +#' #' @param x x. #' @param spectra spectra. #' @param metadata file = NULL. From 1e05906e01ec613291d5b95726cd60bdd2facfea Mon Sep 17 00:00:00 2001 From: Zacharias Steinmetz Date: Tue, 13 Dec 2022 15:26:24 +0100 Subject: [PATCH 03/35] `io_spec()` for v1.0 - finalized I/O functions for new OpenSpecy format - added test routines and sample files - updated some documentation already --- NAMESPACE | 2 - R/io_spec.R | 124 +-- R/raman_hdpe.R | 14 +- inst/extdata/raman_hdpe.json | 1 + inst/extdata/raman_hdpe.rds | Bin 0 -> 5583 bytes inst/extdata/raman_hdpe.yml | 1941 +++++++++++++++++++++++++++++++++ man/io_spec.Rd | 93 +- man/raman_hdpe.Rd | 14 +- tests/testthat/test-io_spec.R | 109 +- 9 files changed, 2044 insertions(+), 254 deletions(-) create mode 100644 inst/extdata/raman_hdpe.json create mode 100644 inst/extdata/raman_hdpe.rds create mode 100644 inst/extdata/raman_hdpe.yml diff --git a/NAMESPACE b/NAMESPACE index 48d1c961..baa42cad 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -27,7 +27,6 @@ export(adj_intens) export(adj_neg) export(adj_res) export(as_OpenSpecy) -export(c_spec) export(check_lib) export(combine_OpenSpecy) export(conform_res) @@ -65,7 +64,6 @@ importFrom(data.table,.SD) importFrom(data.table,as.data.table) importFrom(data.table,data.table) importFrom(data.table,fread) -importFrom(data.table,rbindlist) importFrom(data.table,transpose) importFrom(digest,digest) importFrom(dplyr,arrange) diff --git a/R/io_spec.R b/R/io_spec.R index 46caa480..2ae8acfc 100644 --- a/R/io_spec.R +++ b/R/io_spec.R @@ -7,92 +7,42 @@ #' or .rds. #' #' @details +#' reference to qs #' -#' The \code{metadata} argument may contain a named list with the following -#' details (\code{*} = minimum recommended): -#' -#' \tabular{ll}{ -#' \code{file_name*}: \tab The file name, defaults to -#' \code{\link[base]{basename}()} if not specified\cr -#' \code{user_name*}: \tab User name, e.g. "Win Cowger"\cr -#' \code{contact_info}: \tab Contact information, e.g. "1-513-673-8956, -#' wincowger@@gmail.com"\cr -#' \code{organization}: \tab Affiliation, e.g. "University of California, -#' Riverside"\cr -#' \code{citation}: \tab Data citation, e.g. "Primpke, S., Wirth, M., Lorenz, -#' C., & Gerdts, G. (2018). Reference database design for the automated analysis -#' of microplastic samples based on Fourier transform infrared (FTIR) -#' spectroscopy. \emph{Analytical and Bioanalytical Chemistry}. -#' \doi{10.1007/s00216-018-1156-x}"\cr -#' \code{spectrum_type*}: \tab Raman or FTIR\cr -#' \code{spectrum_identity*}: \tab Material/polymer analyzed, e.g. -#' "Polystyrene"\cr -#' \code{material_form}: \tab Form of the material analyzed, e.g. textile fiber, -#' rubber band, sphere, granule \cr -#' \code{material_phase}: \tab Phase of the material analyzed (liquid, gas, -#' solid) \cr -#' \code{material_producer}: \tab Producer of the material analyzed, -#' e.g. Dow \cr -#' \code{material_purity}: \tab Purity of the material analyzed, e.g. 99.98\% -#' \cr -#' \code{material_quality}: \tab Quality of the material analyzed, e.g. -#' consumer product, manufacturer material, analytical standard, -#' environmental sample \cr -#' \code{material_color}: \tab Color of the material analyzed, -#' e.g. blue, #0000ff, (0, 0, 255) \cr -#' \code{material_other}: \tab Other material description, e.g. 5 µm diameter -#' fibers, 1 mm spherical particles \cr -#' \code{cas_number}: \tab CAS number, e.g. 9003-53-6 \cr -#' \code{instrument_used}: \tab Instrument used, e.g. Horiba LabRam \cr -#' \code{instrument_accessories}: \tab Instrument accessories, e.g. -#' Focal Plane Array, CCD\cr -#' \code{instrument_mode}: \tab Instrument modes/settings, e.g. -#' transmission, reflectance \cr -#' \code{spectral_resolution}: \tab Spectral resolution, e.g. 4/cm \cr -#' \code{laser_light_used}: \tab Wavelength of the laser/light used, e.g. -#' 785 nm \cr -#' \code{number_of_accumulations}: \tab Number of accumulations, e.g 5 \cr -#' \code{total_acquisition_time_s}: \tab Total acquisition time (s), e.g. 10 s -#' \cr -#' \code{data_processing_procedure}: \tab Data processing procedure, -#' e.g. spikefilter, baseline correction, none \cr -#' \code{level_of_confidence_in_identification}: \tab Level of confidence in -#' identification, e.g. 99\% \cr -#' \code{other_info}: \tab Other information \cr -#' \code{license}: \tab The license of the shared spectrum; defaults to -#' \code{"CC BY-NC"} (see -#' \url{https://creativecommons.org/licenses/by-nc/4.0/} for details). Any other -#' creative commons license is allowed, for example, CC0 or CC BY \cr -#' \code{session_id}: \tab A unique user and session identifier; populated -#' automatically with \code{paste(digest(Sys.info()), digest(sessionInfo()), -#' sep = "/")}\cr -#' \code{file_id}: \tab A unique file identifier; populated automatically -#' with \code{digest(object[c("wavenumber", "spectra")])}\cr -#' } -#' -#' @param x a list object of class \code{OpenSpecy}. +#' @param x a list object of class \code{\link{OpenSpecy}}. #' @param file file to be read from or written to. #' @param share defaults to \code{NULL}; needed to share spectra with the #' Open Specy community; see \code{\link{share_spec}()} for details. #' @param method submethod to be used for reading text files; defaults to #' \code{\link[data.table]{fread}()} but \code{\link[utils]{read.csv}()} works #' as well. +#' @param digits number of significant digits to use when formatting numeric +#' values; defaults to \code{\link[base]{getOption}("digits")}. #' @param \ldots further arguments passed to the submethods. #' #' @return -#' All \code{read_*()} functions return data frames containing two columns -#' named \code{"wavenumber"} and \code{"intensity"}. +#' \code{read_spec()} returns a list object of class \code{\link{OpenSpecy}()} +#' containing spectral data. #' #' @examples -#' read_text(read_extdata("raman_hdpe.csv")) -#' read_asp(read_extdata("ftir_ldpe_soil.asp")) -#' read_opus(read_extdata("ftir_ps.0")) +#' read_spec(read_extdata("raman_hdpe.yml")) +#' read_spec(read_extdata("raman_hdpe.json")) +#' read_spec(read_extdata("raman_hdpe.rds")) +#' +#' \dontrun{ +#' write_spec(raman_hdpe, "raman_hdpe.yml") +#' write_spec(raman_hdpe, "raman_hdpe.json") +#' write_spec(raman_hdpe, "raman_hdpe.rds") +#' } #' #' @author #' Zacharias Steinmetz, Win Cowger #' #' @seealso -#' \code{\link[hyperSpec]{read.jdx}()}; \code{\link[hyperSpec]{read.spc}()}; +#' \code{\link{OpenSpecy}()} +#' \code{\link[base]{saveRDS}()}; \code{\link[base]{readRDS}()}; +#' \code{\link[yaml]{write_yaml}()}; \code{\link[yaml]{read_yaml}()}; +#' \code{\link[jsonlite]{write_json}()}; \code{\link[jsonlite]{read_json}()}; #' #' @importFrom magrittr %>% #' @importFrom data.table data.table as.data.table fread @@ -113,12 +63,14 @@ write_spec.default <- function(x, ...) { #' @importFrom yaml write_yaml #' @importFrom jsonlite write_json #' @export -write_spec.OpenSpecy <- function(x, file, method = NULL, ...) { +write_spec.OpenSpecy <- function(x, file, method = NULL, + digits = getOption("digits"), + ...) { if (is.null(method)) { if (grepl("(\\.yaml$)|(\\.yml$)", file, ignore.case = T)) { - write_yaml(x, file = file, ...) + write_yaml(x, file = file, precision = digits, ...) } else if (grepl("\\.json$", file, ignore.case = T)) { - write_json(x, path = file, dataframe = "columns", ...) + write_json(x, path = file, dataframe = "columns", digits = digits, ...) } else if (grepl("\\.rds$", file, ignore.case = T)) { saveRDS(x, file = file, ...) } else { @@ -142,15 +94,15 @@ read_spec <- function(file, share = NULL, method = NULL, ...) { os <- as_OpenSpecy(yml$wavenumber, spectra = as.data.table(yml$spectra), - coords = as.data.table(yml$coords), - metadata = as.data.table(yml$metadata)) + metadata = as.data.table(yml$metadata), + coords = NULL) } else if (grepl("\\.json$", file, ignore.case = T)) { jsn <- read_json(file, simplifyVector = T, ...) os <- as_OpenSpecy(jsn$wavenumber, spectra = as.data.table(jsn$spectra), - coords = as.data.table(jsn$coords), - metadata = as.data.table(jsn$metadata)) + metadata = as.data.table(jsn$metadata), + coords = NULL) } else if (grepl("\\.rds$", file, ignore.case = T)) { os <- readRDS(file, ...) } else { @@ -160,28 +112,10 @@ read_spec <- function(file, share = NULL, method = NULL, ...) { } else { io <- do.call(method, list(file, ...)) - os <- OpenSpecy(io) + os <- OpenSpecy(io, coords = NULL) } if (!is.null(share)) share_spec(os, file = file, share = share) return(os) } - -#' @rdname io_spec -#' -#' @importFrom data.table rbindlist -#' @export -c_spec <- function(...) { - cin <- c(...) - - lst <- tapply(cin, names(cin), FUN = function(x) unname((x))) - - as_OpenSpecy( - x = lst$wavenumber[[1]], - # TODO: Probably should add a check to make sure all the wavenumbers are - # aligned before doing this. - spectra = as.data.table(lst$spectra), - metadata = rbindlist(lst$metadata, fill = T) - ) -} diff --git a/R/raman_hdpe.R b/R/raman_hdpe.R index 60843897..5dad233d 100644 --- a/R/raman_hdpe.R +++ b/R/raman_hdpe.R @@ -1,17 +1,21 @@ #' @title Sample Raman spectrum #' #' @description -#' Raman spectrum of high-density polyethylene (HDPE). +#' Raman spectrum of high-density polyethylene (HDPE) provided by +#' Horiba Scientific. #' #' @format -#' A data table containing 964 rows and 2 columns: +#' An threepart list of class \code{\link{OpenSpecy}} containing: #' \tabular{ll}{ -#' \code{wavenumber}: \tab spectral wavenumber [1/cm] \cr -#' \code{intensity}: \tab absorbance values [-] \cr +#' \code{wavenumber}: \tab spectral wavenumbers [1/cm] (vector of 964 rows) \cr +#' \code{spectra}: \tab absorbance values [-] +#' (a \code{\link[data.table]{data.table}} with 964 rows and 1 column) \cr +#' \code{metadata}: \tab spectral metadata \cr #' } #' #' @examples -#' data("raman_hdpe") +#' data(raman_hdpe) +#' print(raman_hdpe) #' #' @author #' Win Cowger diff --git a/inst/extdata/raman_hdpe.json b/inst/extdata/raman_hdpe.json new file mode 100644 index 00000000..3b86314d --- /dev/null +++ b/inst/extdata/raman_hdpe.json @@ -0,0 +1 @@ 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b/man/io_spec.Rd @@ -5,21 +5,18 @@ \alias{write_spec.default} \alias{write_spec.OpenSpecy} \alias{read_spec} -\alias{c_spec} \title{Read and write spectral data} \usage{ write_spec(x, ...) \method{write_spec}{default}(x, ...) -\method{write_spec}{OpenSpecy}(x, file, method = NULL, ...) +\method{write_spec}{OpenSpecy}(x, file, method = NULL, digits = getOption("digits"), ...) read_spec(file, share = NULL, method = NULL, ...) - -c_spec(...) } \arguments{ -\item{x}{a list object of class \code{OpenSpecy}.} +\item{x}{a list object of class \code{\link{OpenSpecy}}.} \item{file}{file to be read from or written to.} @@ -27,90 +24,42 @@ c_spec(...) \code{\link[data.table]{fread}()} but \code{\link[utils]{read.csv}()} works as well.} +\item{digits}{number of significant digits to use when formatting numeric +values; defaults to \code{\link[base]{getOption}("digits")}.} + \item{share}{defaults to \code{NULL}; needed to share spectra with the Open Specy community; see \code{\link{share_spec}()} for details.} \item{\ldots}{further arguments passed to the submethods.} } \value{ -All \code{read_*()} functions return data frames containing two columns -named \code{"wavenumber"} and \code{"intensity"}. +\code{read_spec()} returns a list object of class \code{\link{OpenSpecy}()} +containing spectral data. } \description{ Functions for reading and writing spectral data from Open Specy .yaml, .json, or .rds. } \details{ -The \code{metadata} argument may contain a named list with the following -details (\code{*} = minimum recommended): - -\tabular{ll}{ -\code{file_name*}: \tab The file name, defaults to -\code{\link[base]{basename}()} if not specified\cr -\code{user_name*}: \tab User name, e.g. "Win Cowger"\cr -\code{contact_info}: \tab Contact information, e.g. "1-513-673-8956, -wincowger@gmail.com"\cr -\code{organization}: \tab Affiliation, e.g. "University of California, -Riverside"\cr -\code{citation}: \tab Data citation, e.g. "Primpke, S., Wirth, M., Lorenz, -C., & Gerdts, G. (2018). Reference database design for the automated analysis -of microplastic samples based on Fourier transform infrared (FTIR) -spectroscopy. \emph{Analytical and Bioanalytical Chemistry}. -\doi{10.1007/s00216-018-1156-x}"\cr -\code{spectrum_type*}: \tab Raman or FTIR\cr -\code{spectrum_identity*}: \tab Material/polymer analyzed, e.g. -"Polystyrene"\cr -\code{material_form}: \tab Form of the material analyzed, e.g. textile fiber, -rubber band, sphere, granule \cr -\code{material_phase}: \tab Phase of the material analyzed (liquid, gas, -solid) \cr -\code{material_producer}: \tab Producer of the material analyzed, -e.g. Dow \cr -\code{material_purity}: \tab Purity of the material analyzed, e.g. 99.98\% -\cr -\code{material_quality}: \tab Quality of the material analyzed, e.g. -consumer product, manufacturer material, analytical standard, -environmental sample \cr -\code{material_color}: \tab Color of the material analyzed, -e.g. blue, #0000ff, (0, 0, 255) \cr -\code{material_other}: \tab Other material description, e.g. 5 µm diameter -fibers, 1 mm spherical particles \cr -\code{cas_number}: \tab CAS number, e.g. 9003-53-6 \cr -\code{instrument_used}: \tab Instrument used, e.g. Horiba LabRam \cr -\code{instrument_accessories}: \tab Instrument accessories, e.g. -Focal Plane Array, CCD\cr -\code{instrument_mode}: \tab Instrument modes/settings, e.g. -transmission, reflectance \cr -\code{spectral_resolution}: \tab Spectral resolution, e.g. 4/cm \cr -\code{laser_light_used}: \tab Wavelength of the laser/light used, e.g. -785 nm \cr -\code{number_of_accumulations}: \tab Number of accumulations, e.g 5 \cr -\code{total_acquisition_time_s}: \tab Total acquisition time (s), e.g. 10 s -\cr -\code{data_processing_procedure}: \tab Data processing procedure, -e.g. spikefilter, baseline correction, none \cr -\code{level_of_confidence_in_identification}: \tab Level of confidence in -identification, e.g. 99\% \cr -\code{other_info}: \tab Other information \cr -\code{license}: \tab The license of the shared spectrum; defaults to -\code{"CC BY-NC"} (see -\url{https://creativecommons.org/licenses/by-nc/4.0/} for details). Any other -creative commons license is allowed, for example, CC0 or CC BY \cr -\code{session_id}: \tab A unique user and session identifier; populated -automatically with \code{paste(digest(Sys.info()), digest(sessionInfo()), -sep = "/")}\cr -\code{file_id}: \tab A unique file identifier; populated automatically -with \code{digest(object[c("wavenumber", "spectra")])}\cr -} +reference to qs } \examples{ -read_text(read_extdata("raman_hdpe.csv")) -read_asp(read_extdata("ftir_ldpe_soil.asp")) -read_opus(read_extdata("ftir_ps.0")) +read_spec(read_extdata("raman_hdpe.yml")) +read_spec(read_extdata("raman_hdpe.json")) +read_spec(read_extdata("raman_hdpe.rds")) + +\dontrun{ +write_spec(raman_hdpe, "raman_hdpe.yml") +write_spec(raman_hdpe, "raman_hdpe.json") +write_spec(raman_hdpe, "raman_hdpe.rds") +} } \seealso{ -\code{\link[hyperSpec]{read.jdx}()}; \code{\link[hyperSpec]{read.spc}()}; +\code{\link{OpenSpecy}()} +\code{\link[base]{saveRDS}()}; \code{\link[base]{readRDS}()}; +\code{\link[yaml]{write_yaml}()}; \code{\link[yaml]{read_yaml}()}; +\code{\link[jsonlite]{write_json}()}; \code{\link[jsonlite]{read_json}()}; } \author{ Zacharias Steinmetz, Win Cowger diff --git a/man/raman_hdpe.Rd b/man/raman_hdpe.Rd index e2e3b319..3a390ce6 100644 --- a/man/raman_hdpe.Rd +++ b/man/raman_hdpe.Rd @@ -5,17 +5,21 @@ \alias{raman_hdpe} \title{Sample Raman spectrum} \format{ -A data table containing 964 rows and 2 columns: +An threepart list of class \code{\link{OpenSpecy}} containing: \tabular{ll}{ -\code{wavenumber}: \tab spectral wavenumber [1/cm] \cr -\code{intensity}: \tab absorbance values [-] \cr +\code{wavenumber}: \tab spectral wavenumbers [1/cm] (vector of 964 rows) \cr +\code{spectra}: \tab absorbance values [-] + (a \code{\link[data.table]{data.table}} with 964 rows and 1 column) \cr +\code{metadata}: \tab spectral metadata \cr } } \description{ -Raman spectrum of high-density polyethylene (HDPE). +Raman spectrum of high-density polyethylene (HDPE) provided by +Horiba Scientific. } \examples{ -data("raman_hdpe") +data(raman_hdpe) +print(raman_hdpe) } \references{ diff --git a/tests/testthat/test-io_spec.R b/tests/testthat/test-io_spec.R index cb5187d7..c089cc5c 100644 --- a/tests/testthat/test-io_spec.R +++ b/tests/testthat/test-io_spec.R @@ -6,90 +6,49 @@ library(data.table) test_that("extdata files are present", { ed <- read_extdata() - expect_true(any(grepl("\\.asp$", ed))) - expect_true(any(grepl("\\.csv$", ed))) - expect_true(any(grepl("\\.0$", ed))) - expect_true(any(grepl("\\.jdx$", ed))) - expect_true(any(grepl("\\.spa$", ed))) - expect_true(any(grepl("\\.spc$", ed))) + expect_true(any(grepl("\\.yml$", ed))) + expect_true(any(grepl("\\.json$", ed))) + expect_true(any(grepl("\\.rds$", ed))) }) -test_that("read_text() gives expected output", { - expect_silent(csv <- read_text(read_extdata("raman_hdpe.csv"))) - expect_warning( - expect_message(read_text(read_extdata("raman_hdpe.csv"), share = tmp)) - ) - expect_silent( - dtf <- read_text(read_extdata("raman_hdpe.csv"), method = "fread") - ) - expect_error(read_text(read_extdata("ftir_pva_without_header.csv"), - method = "read.csv")) - expect_warning( - expect_warning( - read_text(read_extdata("ftir_pva_without_header.csv"), - method = "read.csv", header = F) - ) - ) - expect_warning( - expect_warning( - read_text(read_extdata("ftir_pva_without_header.csv")) - ) - ) - expect_s3_class(csv, "OpenSpecy") - expect_equal(length(csv$wavenumber), 1095) - expect_equal(round(range(csv$wavenumber), 1), c(150.9, 2998.5)) - expect_equal(round(range(csv$spectra[[1]]), 1), c(3264.2, 41238.9)) - expect_equal(csv, dtf) -}) +test_that("write_spec() works without errors", { + expect_silent(write_spec(raman_hdpe, file.path(tmp, "test.yml"))) + expect_silent(write_spec(raman_hdpe, file.path(tmp, "test.json"))) + expect_silent(write_spec(raman_hdpe, file.path(tmp, "test.rds"))) -test_that("read_asp() gives expected output", { - expect_silent(asp <- read_asp(read_extdata("ftir_ldpe_soil.asp"))) - expect_error(read_asp(read_extdata("raman_hdpe.csv"))) - expect_s3_class(asp, "OpenSpecy") - expect_equal(length(asp$wavenumber), 1798) - expect_equal(round(range(asp$wavenumber), 1), c(650.4, 3999.4)) - expect_equal(round(range(asp$spectra[[1]]), 4), c(0.0010, 0.5182)) + expect_error(write_spec(as.data.frame(raman_hdpe), + file.path(tmp, "test.yml"))) + expect_error(write_spec(raman_hdpe, file.path(tmp, "test.csv"))) }) -test_that("read_spa() gives expected output", { - expect_silent(spa <- read_spa(read_extdata("ftir_polyethylene_reflectance_adjustment_not_working.spa"))) - expect_error(read_spa(read_extdata("raman_hdpe.csv"))) - expect_s3_class(spa, "OpenSpecy") - expect_equal(length(spa$wavenumber), 1738) - expect_equal(round(range(spa$wavenumber), 1), c(649.9, 3999.8)) - expect_equal(round(range(spa$spectra[[1]]), 2), c(61.51, 102.88)) -}) +test_that("read_spec() gives expected output", { + expect_silent(yml <- read_spec(read_extdata("raman_hdpe.yml"))) + expect_silent(jsn <- read_spec(read_extdata("raman_hdpe.json"))) + expect_silent(rds <- read_spec(read_extdata("raman_hdpe.rds"))) -test_that("read_jdx() gives expected output", { - expect_match(capture_messages( - suppressWarnings(jdx <- read_jdx(read_extdata("fitr_nitrocellulose.jdx"), - encoding = "latin1")) - ), "JDX file inconsistency.*" - ) - expect_error(read_jdx(read_extdata("throws_error_raman_1000002.jdx"))) - expect_error(read_jdx(read_extdata("raman_hdpe.csv"))) - expect_s3_class(jdx, "OpenSpecy") - expect_equal(length(jdx$wavenumber), 7154) - expect_equal(round(range(jdx$wavenumber), 1), c(599.9, 7499.0)) - expect_equal(round(range(jdx$spectra[[1]]), 4), c(0.0106, 0.6989)) -}) + expect_error(read_spec(read_extdata("raman_hdpe.csv"))) -test_that("read_spc() gives expected output", { - expect_silent(spc <- read_spc(read_extdata("raman_atacamit.spc"))) - expect_error(read_spc(read_extdata("raman_hdpe.csv"))) - expect_s3_class(spc, "OpenSpecy") - expect_equal(length(spc$wavenumber), 559) - expect_equal(round(range(spc$wavenumber), 1), c(117.8, 1050.0)) - expect_equal(round(range(spc$spectra[[1]]), 2), c(0.08, 585.51)) + expect_s3_class(yml, "OpenSpecy") + expect_s3_class(jsn, "OpenSpecy") + expect_s3_class(rds, "OpenSpecy") + + expect_equal(jsn, yml) + expect_equal(rds, raman_hdpe) + expect_equal(jsn[1:2], raman_hdpe[1:2]) + expect_equal(yml[1:2], raman_hdpe[1:2]) + + expect_message(read_spec(read_extdata("raman_hdpe.yml"), share = tmp)) }) -test_that("read_opus() gives expected output", { - expect_silent(opus <- read_opus(read_extdata("ftir_ps.0"))) - expect_error(read_opus(read_extdata("raman_hdpe.csv"))) - expect_s3_class(opus, "OpenSpecy") - expect_equal(length(opus), 2126) - expect_equal(round(range(opus$wavenumber), 1), c(399.2, 4497.5)) - expect_equal(round(range(opus$spectra[[1]]), 4), c(0.0130, 0.6112)) +test_that("read_spec() and write_spec() work nicely together", { + expect_silent(yml <- read_spec(file.path(tmp, "test.yml"))) + expect_silent(jsn <- read_spec(file.path(tmp, "test.json"))) + expect_silent(rds <- read_spec(file.path(tmp, "test.rds"))) + + expect_equal(jsn, yml) + expect_equal(rds, raman_hdpe) + expect_equal(jsn[1:2], raman_hdpe[1:2]) + expect_equal(yml[1:2], raman_hdpe[1:2]) }) # Tidy up From f353c78bb0d1366c856550119e0094834f632b82 Mon Sep 17 00:00:00 2001 From: Zacharias Steinmetz Date: Tue, 13 Dec 2022 15:47:34 +0100 Subject: [PATCH 04/35] Tidy imports --- R/io_spec.R | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/R/io_spec.R b/R/io_spec.R index 2ae8acfc..e397f0f5 100644 --- a/R/io_spec.R +++ b/R/io_spec.R @@ -44,8 +44,6 @@ #' \code{\link[yaml]{write_yaml}()}; \code{\link[yaml]{read_yaml}()}; #' \code{\link[jsonlite]{write_json}()}; \code{\link[jsonlite]{read_json}()}; #' -#' @importFrom magrittr %>% -#' @importFrom data.table data.table as.data.table fread #' @export write_spec <- function(x, ...) { UseMethod("write_spec") @@ -86,6 +84,7 @@ write_spec.OpenSpecy <- function(x, file, method = NULL, #' #' @importFrom yaml read_yaml #' @importFrom jsonlite read_json +#' @importFrom data.table as.data.table #' @export read_spec <- function(file, share = NULL, method = NULL, ...) { if (is.null(method)) { From 649a8f302d3cc41301f04c4bda54c4f9d1db8c05 Mon Sep 17 00:00:00 2001 From: "Win Cowger, PhD" Date: Wed, 21 Dec 2022 12:49:14 -0500 Subject: [PATCH 05/35] adding documentation --- R/as_OpenSpecy.R | 40 +++++++++++++------- man/as_OpenSpecy.Rd | 90 ++++++++++++++++++++++++++++++++++++++++----- 2 files changed, 107 insertions(+), 23 deletions(-) diff --git a/R/as_OpenSpecy.R b/R/as_OpenSpecy.R index a9056cda..39d6d62c 100644 --- a/R/as_OpenSpecy.R +++ b/R/as_OpenSpecy.R @@ -7,15 +7,16 @@ #' possible. #' #' @details -#' \code{as_OpenSpecy()} converts spectral datasets to a threepart list, -#' one with a vector of the wavenumbers of the spectra, +#' \code{as_OpenSpecy()} converts spectral datasets to a three part list, +#' the first with a vector of the wavenumbers of the spectra, #' the second with a \code{data.table} of all spectral intensities ordered as #' columns, #' the third item is another \code{data.table} with any metadata the user #' provides or is harvested from the files themselves. Currently metadata #' harvesting from jdx and opus files are supported as well as the two #' Open Specy write formats yaml and json. There are many unique iterations of -#' spectral file formats so there may be bugs in the file conversion. +#' spectral file formats so there may be bugs in the file conversion if using proprietary formats like spa, spc, .0 +#' but we are doing the best we can to prevent them. #' Please contact us if you identify any. #' #' The \code{metadata} argument may contain a named list with the following @@ -80,18 +81,31 @@ #' with \code{digest(object[c("wavenumber", "spectra")])}\cr #' } #' -#' @param x x. -#' @param spectra spectra. -#' @param metadata file = NULL. -#' @param coords coords = "gen_grid". +#' @param x depending on the method, a list with all Open Specy parameters, a vector with the wavenumbers for all spectra, or a data.frame with a full spectrum in the classic Open Specy format. +#' @param spectra spectral intensities formatted as a data.table with one column per spectrum. +#' @param metadata metadata for each spectrum with one row per spectrum, see details. +#' @param coords spatial coordinates for the spectra. #' @param colnames cols. +#' @param n number of spectra to generate the spatial coordinate grid with. #' @param \ldots args. #' #' @return -#' return -#' +#' \code{as_OpenSpecy()} and \code{OpenSpecy()} returns three part lists described in details. +#' \code{is_OpenSpecy()} returns TRUE if the object is an OpenSpecy and FALSE if not. +#' \code{gen_grid()} returns a \code{data.table} with x y coordinates to use for generating a spatial grid for the spectra if one is not specified in the data. +#' #' @examples -#' c() +#' data("raman_hdpe") #Read in an example spectrum for Raman HDPE. +#' +#' #Inspect the spectra +#' raman_hdpe #See how Open Specy objects print. +#' raman_hdpe$wavenumber #Look at just the wavenumbers of the spectra. +#' raman_hdpe$spectra #Look at just the spectral intensities data.table. +#' raman_hdpe$metadata $Look at just the metadata of the spectra. +#' +#' is_OpenSpecy(raman_hdpe) #Test that the spectrum is formatted as an Open Specy object. +#' gen_grid(n = 5) #Create a spatial grid for spectra when there isn't one specified by the data. +#' #' #' @author #' Zacharias Steinmetz, Win Cowger @@ -264,8 +278,8 @@ OpenSpecy <- function(x, ...) { #' @rdname as_OpenSpecy #' #' @export -gen_grid <- function(x) { - base <- sqrt(x) - expand.grid(x = 1:ceiling(base), y = 1:ceiling(base))[1:x,] |> +gen_grid <- function(n) { + base <- sqrt(n) + expand.grid(x = 1:ceiling(base), y = 1:ceiling(base))[1:n,] |> as.data.table() } diff --git a/man/as_OpenSpecy.Rd b/man/as_OpenSpecy.Rd index 302c3646..8e7cef27 100644 --- a/man/as_OpenSpecy.Rd +++ b/man/as_OpenSpecy.Rd @@ -40,42 +40,112 @@ is_OpenSpecy(x) OpenSpecy(x, ...) -gen_grid(x) +gen_grid(n) } \arguments{ -\item{x}{x.} +\item{x}{depending on the method, a list with all Open Specy parameters, a vector with the wavenumbers for all spectra, or a data.frame with a full spectrum in the classic Open Specy format.} \item{colnames}{cols.} -\item{spectra}{spectra.} +\item{spectra}{spectral intensities formatted as a data.table with one column per spectrum.} -\item{metadata}{file = NULL.} +\item{metadata}{metadata for each spectrum with one row per spectrum, see details.} -\item{coords}{coords = "gen_grid".} +\item{coords}{spatial coordinates for the spectra.} + +\item{n}{number of spectra to generate the spatial coordinate grid with.} \item{\ldots}{args.} } \value{ -return +\code{as_OpenSpecy()} and \code{OpenSpecy()} returns three part lists described in details. +\code{is_OpenSpecy()} returns TRUE if the object is an OpenSpecy and FALSE if not. +\code{gen_grid()} returns a \code{data.table} with x y coordinates to use for generating a spatial grid for the spectra if one is not specified in the data. } \description{ Functions to check if an object is an Open Specy spectrum, or coerce it if possible. } \details{ -\code{as_OpenSpecy()} converts spectral datasets to a threepart list, -one with a vector of the wavenumbers of the spectra, +\code{as_OpenSpecy()} converts spectral datasets to a three part list, +the first with a vector of the wavenumbers of the spectra, the second with a \code{data.table} of all spectral intensities ordered as columns, the third item is another \code{data.table} with any metadata the user provides or is harvested from the files themselves. Currently metadata harvesting from jdx and opus files are supported as well as the two Open Specy write formats yaml and json. There are many unique iterations of -spectral file formats so there may be bugs in the file conversion. +spectral file formats so there may be bugs in the file conversion if using proprietary formats like spa, spc, .0 +but we are doing the best we can to prevent them. Please contact us if you identify any. + +The \code{metadata} argument may contain a named list with the following +details (\code{*} = minimum recommended): + +\tabular{ll}{ +\code{file_name*}: \tab The file name, defaults to +\code{\link[base]{basename}()} if not specified\cr +\code{user_name*}: \tab User name, e.g. "Win Cowger"\cr +\code{contact_info}: \tab Contact information, e.g. "1-513-673-8956, +wincowger@gmail.com"\cr +\code{organization}: \tab Affiliation, e.g. "University of California, +Riverside"\cr +\code{citation}: \tab Data citation, e.g. "Primpke, S., Wirth, M., Lorenz, +C., & Gerdts, G. (2018). Reference database design for the automated analysis +of microplastic samples based on Fourier transform infrared (FTIR) +spectroscopy. \emph{Analytical and Bioanalytical Chemistry}. +\doi{10.1007/s00216-018-1156-x}"\cr +\code{spectrum_type*}: \tab Raman or FTIR\cr +\code{spectrum_identity*}: \tab Material/polymer analyzed, e.g. +"Polystyrene"\cr +\code{material_form}: \tab Form of the material analyzed, e.g. textile fiber, +rubber band, sphere, granule \cr +\code{material_phase}: \tab Phase of the material analyzed (liquid, gas, +solid) \cr +\code{material_producer}: \tab Producer of the material analyzed, +e.g. Dow \cr +\code{material_purity}: \tab Purity of the material analyzed, e.g. 99.98\% +\cr +\code{material_quality}: \tab Quality of the material analyzed, e.g. +consumer product, manufacturer material, analytical standard, +environmental sample \cr +\code{material_color}: \tab Color of the material analyzed, +e.g. blue, #0000ff, (0, 0, 255) \cr +\code{material_other}: \tab Other material description, e.g. 5 µm diameter +fibers, 1 mm spherical particles \cr +\code{cas_number}: \tab CAS number, e.g. 9003-53-6 \cr +\code{instrument_used}: \tab Instrument used, e.g. Horiba LabRam \cr +\code{instrument_accessories}: \tab Instrument accessories, e.g. +Focal Plane Array, CCD\cr +\code{instrument_mode}: \tab Instrument modes/settings, e.g. +transmission, reflectance \cr +\code{spectral_resolution}: \tab Spectral resolution, e.g. 4/cm \cr +\code{laser_light_used}: \tab Wavelength of the laser/light used, e.g. +785 nm \cr +\code{number_of_accumulations}: \tab Number of accumulations, e.g 5 \cr +\code{total_acquisition_time_s}: \tab Total acquisition time (s), e.g. 10 s +\cr +\code{data_processing_procedure}: \tab Data processing procedure, +e.g. spikefilter, baseline correction, none \cr +\code{level_of_confidence_in_identification}: \tab Level of confidence in +identification, e.g. 99\% \cr +\code{other_info}: \tab Other information \cr +\code{license}: \tab The license of the shared spectrum; defaults to +\code{"CC BY-NC"} (see +\url{https://creativecommons.org/licenses/by-nc/4.0/} for details). Any other +creative commons license is allowed, for example, CC0 or CC BY \cr +\code{session_id}: \tab A unique user and session identifier; populated +automatically with \code{paste(digest(Sys.info()), digest(sessionInfo()), +sep = "/")}\cr +\code{file_id}: \tab A unique file identifier; populated automatically +with \code{digest(object[c("wavenumber", "spectra")])}\cr +} } \examples{ -c() +data("raman_hdpe") #Read in an example spectrum for Raman HDPE. +raman_hdpe #See how Open Specy objects print. +is_OpenSpecy(raman_hdpe) #Test that the spectrum is formatted as an Open Specy object. + } \seealso{ From ec02b2238d52760a04028520c52239c6c7b829f3 Mon Sep 17 00:00:00 2001 From: "Win Cowger, PhD" Date: Wed, 21 Dec 2022 13:29:14 -0500 Subject: [PATCH 06/35] allow user to specify session_id to improve reproducibility. --- R/as_OpenSpecy.R | 21 +++++++++++++++++---- 1 file changed, 17 insertions(+), 4 deletions(-) diff --git a/R/as_OpenSpecy.R b/R/as_OpenSpecy.R index 39d6d62c..14279681 100644 --- a/R/as_OpenSpecy.R +++ b/R/as_OpenSpecy.R @@ -103,7 +103,14 @@ #' raman_hdpe$spectra #Look at just the spectral intensities data.table. #' raman_hdpe$metadata $Look at just the metadata of the spectra. #' -#' is_OpenSpecy(raman_hdpe) #Test that the spectrum is formatted as an Open Specy object. +#' #Demonstrate compatibility in creating an Open Specy from its components. +#' created_OpenSpecy <- as_OpenSpecy(x = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")]) +#' identical(as_OpenSpecy(x = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")]), raman_hdpe) +#' +#' #Test that the spectrum is formatted as an Open Specy object. +#' is_OpenSpecy(raman_hdpe) +#' +#' #Create an artificial spatial grid #' gen_grid(n = 5) #Create a spatial grid for spectra when there isn't one specified by the data. #' #' @@ -209,6 +216,7 @@ as_OpenSpecy.default <- function(x, spectra, total_acquisition_time_s = NULL, data_processing_procedure = NULL, level_of_confidence_in_identification = NULL, + session_id = NULL, other_info = NULL, license = "CC BY-NC"), coords = "gen_grid", @@ -243,9 +251,14 @@ as_OpenSpecy.default <- function(x, spectra, if (!is.null(metadata)) { if (inherits(metadata, c("data.frame", "list"))) { obj$metadata <- cbind(obj$metadata, as.data.table(metadata)) - obj$metadata$session_id <- paste(digest(Sys.info()), - digest(sessionInfo()), - sep = "/") + if(is.null(metadata$session_id)){ + obj$metadata$session_id <- paste(digest(Sys.info()), + digest(sessionInfo()), + sep = "/") + } + else{ + obj$metadata$session_id <- metadata$session_id + } if(!c("file_id") %in% names(obj$metadata)) { obj$metadata$file_id = digest(obj[c("wavenumber", "spectra")]) } From d6115bbb2f01a801f1934e39c34189aa2865d3d4 Mon Sep 17 00:00:00 2001 From: "Win Cowger, PhD" Date: Wed, 21 Dec 2022 13:38:38 -0500 Subject: [PATCH 07/35] update documentation --- R/as_OpenSpecy.R | 22 ++++++++++++++++------ man/as_OpenSpecy.Rd | 32 ++++++++++++++++++++++++++++---- 2 files changed, 44 insertions(+), 10 deletions(-) diff --git a/R/as_OpenSpecy.R b/R/as_OpenSpecy.R index 14279681..42a20e08 100644 --- a/R/as_OpenSpecy.R +++ b/R/as_OpenSpecy.R @@ -98,21 +98,31 @@ #' data("raman_hdpe") #Read in an example spectrum for Raman HDPE. #' #' #Inspect the spectra -#' raman_hdpe #See how Open Specy objects print. +#' raman_hdpe #See how OpenSpecy objects print. #' raman_hdpe$wavenumber #Look at just the wavenumbers of the spectra. #' raman_hdpe$spectra #Look at just the spectral intensities data.table. #' raman_hdpe$metadata $Look at just the metadata of the spectra. #' -#' #Demonstrate compatibility in creating an Open Specy from its components. -#' created_OpenSpecy <- as_OpenSpecy(x = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")]) -#' identical(as_OpenSpecy(x = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")]), raman_hdpe) +#' #Demonstrate compatibility in creating an OpenSpecy from its components. +#' as_OpenSpecy(x = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")])$metadata == raman_hdpe$metadata +#' as_OpenSpecy(x = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")])$spectra == raman_hdpe$spectra +#' as_OpenSpecy(x = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")])$wavenumber == raman_hdpe$wavenumber +#' +#' #Demonstrate creating a list and transforming to OpenSpecy +#' as_OpenSpecy(list(wavenumber = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")])) +#' +#' #If you try to produce an OpenSpecy using an OpenSpecy it will just return the same object. +#' as_OpenSpecy(raman_hdpe) +#' +#' #Method for creating an OpenSpecy from a data.frame +#' as_OpenSpecy(x = data.frame(wavenumber = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra$intensity)) #' #' #Test that the spectrum is formatted as an Open Specy object. -#' is_OpenSpecy(raman_hdpe) +#' is_OpenSpecy(raman_hdpe) #should be TRUE +#' is_OpenSpecy(raman_hdpe$spectra) #should be FALSE #' #' #Create an artificial spatial grid #' gen_grid(n = 5) #Create a spatial grid for spectra when there isn't one specified by the data. -#' #' #' @author #' Zacharias Steinmetz, Win Cowger diff --git a/man/as_OpenSpecy.Rd b/man/as_OpenSpecy.Rd index 8e7cef27..e864119f 100644 --- a/man/as_OpenSpecy.Rd +++ b/man/as_OpenSpecy.Rd @@ -30,8 +30,8 @@ as_OpenSpecy(x, ...) spectral_resolution = NULL, laser_light_used = NULL, number_of_accumulations = NULL, total_acquisition_time_s = NULL, data_processing_procedure = NULL, - level_of_confidence_in_identification = NULL, other_info = NULL, license = - "CC BY-NC"), + level_of_confidence_in_identification = NULL, session_id = NULL, other_info = NULL, + license = "CC BY-NC"), coords = "gen_grid", ... ) @@ -143,9 +143,33 @@ with \code{digest(object[c("wavenumber", "spectra")])}\cr } \examples{ data("raman_hdpe") #Read in an example spectrum for Raman HDPE. -raman_hdpe #See how Open Specy objects print. -is_OpenSpecy(raman_hdpe) #Test that the spectrum is formatted as an Open Specy object. +#Inspect the spectra +raman_hdpe #See how OpenSpecy objects print. +raman_hdpe$wavenumber #Look at just the wavenumbers of the spectra. +raman_hdpe$spectra #Look at just the spectral intensities data.table. +raman_hdpe$metadata $Look at just the metadata of the spectra. + +#Demonstrate compatibility in creating an OpenSpecy from its components. +as_OpenSpecy(x = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")])$metadata == raman_hdpe$metadata +as_OpenSpecy(x = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")])$spectra == raman_hdpe$spectra +as_OpenSpecy(x = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")])$wavenumber == raman_hdpe$wavenumber + +#Demonstrate creating a list and transforming to OpenSpecy +as_OpenSpecy(list(wavenumber = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")])) + +#If you try to produce an OpenSpecy using an OpenSpecy it will just return the same object. +as_OpenSpecy(raman_hdpe) + +#Method for creating an OpenSpecy from a data.frame +as_OpenSpecy(x = data.frame(wavenumber = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra$intensity)) + +#Test that the spectrum is formatted as an Open Specy object. +is_OpenSpecy(raman_hdpe) #should be TRUE +is_OpenSpecy(raman_hdpe$spectra) #should be FALSE + +#Create an artificial spatial grid +gen_grid(n = 5) #Create a spatial grid for spectra when there isn't one specified by the data. } \seealso{ From b21394336aeabba10ca2f1b30564fae74fc1f422 Mon Sep 17 00:00:00 2001 From: "Win Cowger, PhD" Date: Thu, 22 Dec 2022 06:16:02 -0500 Subject: [PATCH 08/35] Open Specy's are not going to be equal if they are generated at different times because of the session id. --- tests/testthat/test-as_OpenSpecy.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/testthat/test-as_OpenSpecy.R b/tests/testthat/test-as_OpenSpecy.R index 293c1513..0e3e878e 100644 --- a/tests/testthat/test-as_OpenSpecy.R +++ b/tests/testthat/test-as_OpenSpecy.R @@ -19,7 +19,7 @@ test_that("as_OpenSpecy() generates OpenSpecy objects", { expect_equal(names(osl), c("wavenumber", "spectra", "metadata")) expect_equal(OpenSpecy(df), OpenSpecy(osf)) - expect_equal(ost, osf) + expect_equal(ost$spectra, osf$spectra) expect_true(is_OpenSpecy(osf)) expect_true(is_OpenSpecy(ost)) From e8c5c57fac730de232944c18a6abd1446376d20a Mon Sep 17 00:00:00 2001 From: "Win Cowger, PhD" Date: Thu, 22 Dec 2022 06:25:14 -0500 Subject: [PATCH 09/35] make session id an option. --- R/as_OpenSpecy.R | 13 +++++-------- tests/testthat/test-as_OpenSpecy.R | 2 ++ 2 files changed, 7 insertions(+), 8 deletions(-) diff --git a/R/as_OpenSpecy.R b/R/as_OpenSpecy.R index 42a20e08..673b53a4 100644 --- a/R/as_OpenSpecy.R +++ b/R/as_OpenSpecy.R @@ -104,9 +104,9 @@ #' raman_hdpe$metadata $Look at just the metadata of the spectra. #' #' #Demonstrate compatibility in creating an OpenSpecy from its components. -#' as_OpenSpecy(x = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")])$metadata == raman_hdpe$metadata -#' as_OpenSpecy(x = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")])$spectra == raman_hdpe$spectra -#' as_OpenSpecy(x = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")])$wavenumber == raman_hdpe$wavenumber +#' as_OpenSpecy(x = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")], coords = raman_hdpe$metadata[,c("x", "y")])$metadata == raman_hdpe$metadata +#' as_OpenSpecy(x = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")], coords = raman_hdpe$metadata[,c("x", "y")])$spectra == raman_hdpe$spectra +#' as_OpenSpecy(x = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")], coords = raman_hdpe$metadata[,c("x", "y")])$wavenumber == raman_hdpe$wavenumber #' #' #Demonstrate creating a list and transforming to OpenSpecy #' as_OpenSpecy(list(wavenumber = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")])) @@ -226,10 +226,10 @@ as_OpenSpecy.default <- function(x, spectra, total_acquisition_time_s = NULL, data_processing_procedure = NULL, level_of_confidence_in_identification = NULL, - session_id = NULL, other_info = NULL, license = "CC BY-NC"), coords = "gen_grid", + session_id = F, ...) { if (!is.numeric(x) && !is.complex(x) && !is.logical(x)) stop("'x' must be numeric or logical", call. = F) @@ -261,14 +261,11 @@ as_OpenSpecy.default <- function(x, spectra, if (!is.null(metadata)) { if (inherits(metadata, c("data.frame", "list"))) { obj$metadata <- cbind(obj$metadata, as.data.table(metadata)) - if(is.null(metadata$session_id)){ + if(session_id){ obj$metadata$session_id <- paste(digest(Sys.info()), digest(sessionInfo()), sep = "/") } - else{ - obj$metadata$session_id <- metadata$session_id - } if(!c("file_id") %in% names(obj$metadata)) { obj$metadata$file_id = digest(obj[c("wavenumber", "spectra")]) } diff --git a/tests/testthat/test-as_OpenSpecy.R b/tests/testthat/test-as_OpenSpecy.R index 0e3e878e..eeee61c6 100644 --- a/tests/testthat/test-as_OpenSpecy.R +++ b/tests/testthat/test-as_OpenSpecy.R @@ -20,6 +20,8 @@ test_that("as_OpenSpecy() generates OpenSpecy objects", { expect_equal(OpenSpecy(df), OpenSpecy(osf)) expect_equal(ost$spectra, osf$spectra) + expect_equal(ost$wavenumber, osf$wavenumber) + expect_equal(ost$metadata, osf$metadata) expect_true(is_OpenSpecy(osf)) expect_true(is_OpenSpecy(ost)) From b89df720462fefeb28899937797931e6355f0ea2 Mon Sep 17 00:00:00 2001 From: "Win Cowger, PhD" Date: Thu, 22 Dec 2022 06:30:18 -0500 Subject: [PATCH 10/35] add docs --- man/as_OpenSpecy.Rd | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/man/as_OpenSpecy.Rd b/man/as_OpenSpecy.Rd index e864119f..4563c90b 100644 --- a/man/as_OpenSpecy.Rd +++ b/man/as_OpenSpecy.Rd @@ -30,9 +30,10 @@ as_OpenSpecy(x, ...) spectral_resolution = NULL, laser_light_used = NULL, number_of_accumulations = NULL, total_acquisition_time_s = NULL, data_processing_procedure = NULL, - level_of_confidence_in_identification = NULL, session_id = NULL, other_info = NULL, - license = "CC BY-NC"), + level_of_confidence_in_identification = NULL, other_info = NULL, license = + "CC BY-NC"), coords = "gen_grid", + session_id = F, ... ) @@ -151,9 +152,9 @@ raman_hdpe$spectra #Look at just the spectral intensities data.table. raman_hdpe$metadata $Look at just the metadata of the spectra. #Demonstrate compatibility in creating an OpenSpecy from its components. -as_OpenSpecy(x = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")])$metadata == raman_hdpe$metadata -as_OpenSpecy(x = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")])$spectra == raman_hdpe$spectra -as_OpenSpecy(x = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")])$wavenumber == raman_hdpe$wavenumber +as_OpenSpecy(x = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")], coords = raman_hdpe$metadata[,c("x", "y")])$metadata == raman_hdpe$metadata +as_OpenSpecy(x = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")], coords = raman_hdpe$metadata[,c("x", "y")])$spectra == raman_hdpe$spectra +as_OpenSpecy(x = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")], coords = raman_hdpe$metadata[,c("x", "y")])$wavenumber == raman_hdpe$wavenumber #Demonstrate creating a list and transforming to OpenSpecy as_OpenSpecy(list(wavenumber = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")])) From 4cae565a961b668fb6ffa7f95fdf6819981cb908 Mon Sep 17 00:00:00 2001 From: "Win Cowger, PhD" Date: Thu, 22 Dec 2022 06:47:19 -0500 Subject: [PATCH 11/35] add intensity units to metadata, we can use this to auto correct spectra when the metadata is present. --- R/as_OpenSpecy.R | 25 +++++++++++++------------ 1 file changed, 13 insertions(+), 12 deletions(-) diff --git a/R/as_OpenSpecy.R b/R/as_OpenSpecy.R index 673b53a4..f06dae39 100644 --- a/R/as_OpenSpecy.R +++ b/R/as_OpenSpecy.R @@ -1,6 +1,6 @@ #' @rdname as_OpenSpecy #' -#' @title Coerce to Open Specy +#' @title OpenSpecy object opperations #' #' @description #' Functions to check if an object is an Open Specy spectrum, or coerce it if @@ -14,10 +14,7 @@ #' the third item is another \code{data.table} with any metadata the user #' provides or is harvested from the files themselves. Currently metadata #' harvesting from jdx and opus files are supported as well as the two -#' Open Specy write formats yaml and json. There are many unique iterations of -#' spectral file formats so there may be bugs in the file conversion if using proprietary formats like spa, spc, .0 -#' but we are doing the best we can to prevent them. -#' Please contact us if you identify any. +#' Open Specy write formats yaml and json. #' #' The \code{metadata} argument may contain a named list with the following #' details (\code{*} = minimum recommended): @@ -59,6 +56,8 @@ #' Focal Plane Array, CCD\cr #' \code{instrument_mode}: \tab Instrument modes/settings, e.g. #' transmission, reflectance \cr +#' \code{intensity_units*}: \tab Units of the intensity values for the spectrum, options +#' transmittance, reflectance, absorbance \cr #' \code{spectral_resolution}: \tab Spectral resolution, e.g. 4/cm \cr #' \code{laser_light_used}: \tab Wavelength of the laser/light used, e.g. #' 785 nm \cr @@ -85,14 +84,15 @@ #' @param spectra spectral intensities formatted as a data.table with one column per spectrum. #' @param metadata metadata for each spectrum with one row per spectrum, see details. #' @param coords spatial coordinates for the spectra. -#' @param colnames cols. +#' @param session_id TRUE or FALSE whether to add a session ID to the metadata. The session ID is based on current session info so metadata of the same spectra will not return equal if session info changes. Sometimes that is desirable. +#' @param colnames names of the wavenumber column and spectra column, makes assumptions based on column names or placement if NULL. #' @param n number of spectra to generate the spatial coordinate grid with. -#' @param \ldots args. +#' @param \ldots additional arguments. #' #' @return -#' \code{as_OpenSpecy()} and \code{OpenSpecy()} returns three part lists described in details. -#' \code{is_OpenSpecy()} returns TRUE if the object is an OpenSpecy and FALSE if not. -#' \code{gen_grid()} returns a \code{data.table} with x y coordinates to use for generating a spatial grid for the spectra if one is not specified in the data. +#' \code{as_OpenSpecy()} and \code{OpenSpecy()} returns three part lists described in details. \cr +#' \code{is_OpenSpecy()} returns TRUE if the object is an OpenSpecy and FALSE if not.\cr +#' \code{gen_grid()} returns a \code{data.table} with x y coordinates to use for generating a spatial grid for the spectra if one is not specified in the data.\cr #' #' @examples #' data("raman_hdpe") #Read in an example spectrum for Raman HDPE. @@ -101,7 +101,7 @@ #' raman_hdpe #See how OpenSpecy objects print. #' raman_hdpe$wavenumber #Look at just the wavenumbers of the spectra. #' raman_hdpe$spectra #Look at just the spectral intensities data.table. -#' raman_hdpe$metadata $Look at just the metadata of the spectra. +#' raman_hdpe$metadata #Look at just the metadata of the spectra. #' #' #Demonstrate compatibility in creating an OpenSpecy from its components. #' as_OpenSpecy(x = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")], coords = raman_hdpe$metadata[,c("x", "y")])$metadata == raman_hdpe$metadata @@ -122,7 +122,7 @@ #' is_OpenSpecy(raman_hdpe$spectra) #should be FALSE #' #' #Create an artificial spatial grid -#' gen_grid(n = 5) #Create a spatial grid for spectra when there isn't one specified by the data. +#' gen_grid(n = 5) #' #' @author #' Zacharias Steinmetz, Win Cowger @@ -220,6 +220,7 @@ as_OpenSpecy.default <- function(x, spectra, instrument_used = NULL, instrument_accessories = NULL, instrument_mode = NULL, + intensity_units = NULL, spectral_resolution = NULL, laser_light_used = NULL, number_of_accumulations = NULL, From 44588167087f0a6a7fa1c2c8f59910bd3bfc40ea Mon Sep 17 00:00:00 2001 From: "Win Cowger, PhD" Date: Thu, 22 Dec 2022 06:50:09 -0500 Subject: [PATCH 12/35] Call things OpenSpecy if referring to the object type or Open Specy if something else. --- R/as_OpenSpecy.R | 8 ++++---- man/as_OpenSpecy.Rd | 35 ++++++++++++++++++----------------- 2 files changed, 22 insertions(+), 21 deletions(-) diff --git a/R/as_OpenSpecy.R b/R/as_OpenSpecy.R index f06dae39..5c5e4da8 100644 --- a/R/as_OpenSpecy.R +++ b/R/as_OpenSpecy.R @@ -3,7 +3,7 @@ #' @title OpenSpecy object opperations #' #' @description -#' Functions to check if an object is an Open Specy spectrum, or coerce it if +#' Functions to check if an object is an OpenSpecy, or coerce it if #' possible. #' #' @details @@ -14,7 +14,7 @@ #' the third item is another \code{data.table} with any metadata the user #' provides or is harvested from the files themselves. Currently metadata #' harvesting from jdx and opus files are supported as well as the two -#' Open Specy write formats yaml and json. +#' OpenSpecy write formats yaml and json. #' #' The \code{metadata} argument may contain a named list with the following #' details (\code{*} = minimum recommended): @@ -80,7 +80,7 @@ #' with \code{digest(object[c("wavenumber", "spectra")])}\cr #' } #' -#' @param x depending on the method, a list with all Open Specy parameters, a vector with the wavenumbers for all spectra, or a data.frame with a full spectrum in the classic Open Specy format. +#' @param x depending on the method, a list with all OpenSpecy parameters, a vector with the wavenumbers for all spectra, or a data.frame with a full spectrum in the classic Open Specy format. #' @param spectra spectral intensities formatted as a data.table with one column per spectrum. #' @param metadata metadata for each spectrum with one row per spectrum, see details. #' @param coords spatial coordinates for the spectra. @@ -117,7 +117,7 @@ #' #Method for creating an OpenSpecy from a data.frame #' as_OpenSpecy(x = data.frame(wavenumber = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra$intensity)) #' -#' #Test that the spectrum is formatted as an Open Specy object. +#' #Test that the spectrum is formatted as an OpenSpecy object. #' is_OpenSpecy(raman_hdpe) #should be TRUE #' is_OpenSpecy(raman_hdpe$spectra) #should be FALSE #' diff --git a/man/as_OpenSpecy.Rd b/man/as_OpenSpecy.Rd index 4563c90b..1ffc50c3 100644 --- a/man/as_OpenSpecy.Rd +++ b/man/as_OpenSpecy.Rd @@ -9,7 +9,7 @@ \alias{is_OpenSpecy} \alias{OpenSpecy} \alias{gen_grid} -\title{Coerce to Open Specy} +\title{OpenSpecy object opperations} \usage{ as_OpenSpecy(x, ...) @@ -27,11 +27,11 @@ as_OpenSpecy(x, ...) = NULL, material_phase = NULL, material_producer = NULL, material_purity = NULL, material_quality = NULL, material_color = NULL, material_other = NULL, cas_number = NULL, instrument_used = NULL, instrument_accessories = NULL, instrument_mode = NULL, - spectral_resolution = NULL, laser_light_used = NULL, number_of_accumulations = NULL, - total_acquisition_time_s = NULL, - data_processing_procedure = NULL, - level_of_confidence_in_identification = NULL, other_info = NULL, license = - "CC BY-NC"), + intensity_units = NULL, spectral_resolution = NULL, laser_light_used = NULL, + number_of_accumulations = NULL, + total_acquisition_time_s = NULL, + data_processing_procedure = NULL, level_of_confidence_in_identification = NULL, + other_info = NULL, license = "CC BY-NC"), coords = "gen_grid", session_id = F, ... @@ -46,7 +46,7 @@ gen_grid(n) \arguments{ \item{x}{depending on the method, a list with all Open Specy parameters, a vector with the wavenumbers for all spectra, or a data.frame with a full spectrum in the classic Open Specy format.} -\item{colnames}{cols.} +\item{colnames}{names of the wavenumber column and spectra column, makes assumptions based on column names or placement if NULL.} \item{spectra}{spectral intensities formatted as a data.table with one column per spectrum.} @@ -54,14 +54,16 @@ gen_grid(n) \item{coords}{spatial coordinates for the spectra.} +\item{session_id}{TRUE or FALSE whether to add a session ID to the metadata. The session ID is based on current session info so metadata of the same spectra will not return equal if session info changes. Sometimes that is desirable.} + \item{n}{number of spectra to generate the spatial coordinate grid with.} -\item{\ldots}{args.} +\item{\ldots}{additional arguments.} } \value{ -\code{as_OpenSpecy()} and \code{OpenSpecy()} returns three part lists described in details. -\code{is_OpenSpecy()} returns TRUE if the object is an OpenSpecy and FALSE if not. -\code{gen_grid()} returns a \code{data.table} with x y coordinates to use for generating a spatial grid for the spectra if one is not specified in the data. +\code{as_OpenSpecy()} and \code{OpenSpecy()} returns three part lists described in details. \cr +\code{is_OpenSpecy()} returns TRUE if the object is an OpenSpecy and FALSE if not.\cr +\code{gen_grid()} returns a \code{data.table} with x y coordinates to use for generating a spatial grid for the spectra if one is not specified in the data.\cr } \description{ Functions to check if an object is an Open Specy spectrum, or coerce it if @@ -75,10 +77,7 @@ columns, the third item is another \code{data.table} with any metadata the user provides or is harvested from the files themselves. Currently metadata harvesting from jdx and opus files are supported as well as the two -Open Specy write formats yaml and json. There are many unique iterations of -spectral file formats so there may be bugs in the file conversion if using proprietary formats like spa, spc, .0 -but we are doing the best we can to prevent them. -Please contact us if you identify any. +Open Specy write formats yaml and json. The \code{metadata} argument may contain a named list with the following details (\code{*} = minimum recommended): @@ -120,6 +119,8 @@ fibers, 1 mm spherical particles \cr Focal Plane Array, CCD\cr \code{instrument_mode}: \tab Instrument modes/settings, e.g. transmission, reflectance \cr +\code{intensity_units*}: \tab Units of the intensity values for the spectrum, options +transmittance, reflectance, absorbance \cr \code{spectral_resolution}: \tab Spectral resolution, e.g. 4/cm \cr \code{laser_light_used}: \tab Wavelength of the laser/light used, e.g. 785 nm \cr @@ -149,7 +150,7 @@ data("raman_hdpe") #Read in an example spectrum for Raman HDPE. raman_hdpe #See how OpenSpecy objects print. raman_hdpe$wavenumber #Look at just the wavenumbers of the spectra. raman_hdpe$spectra #Look at just the spectral intensities data.table. -raman_hdpe$metadata $Look at just the metadata of the spectra. +raman_hdpe$metadata #Look at just the metadata of the spectra. #Demonstrate compatibility in creating an OpenSpecy from its components. as_OpenSpecy(x = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra, metadata = raman_hdpe$metadata[,-c("x", "y")], coords = raman_hdpe$metadata[,c("x", "y")])$metadata == raman_hdpe$metadata @@ -170,7 +171,7 @@ is_OpenSpecy(raman_hdpe) #should be TRUE is_OpenSpecy(raman_hdpe$spectra) #should be FALSE #Create an artificial spatial grid -gen_grid(n = 5) #Create a spatial grid for spectra when there isn't one specified by the data. +gen_grid(n = 5) } \seealso{ From 0a96aab75aa0b648e4c0ebadc451ed926f6a5396 Mon Sep 17 00:00:00 2001 From: "Win Cowger, PhD" Date: Thu, 22 Dec 2022 06:51:51 -0500 Subject: [PATCH 13/35] update documentation. --- man/as_OpenSpecy.Rd | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/man/as_OpenSpecy.Rd b/man/as_OpenSpecy.Rd index 1ffc50c3..194b5544 100644 --- a/man/as_OpenSpecy.Rd +++ b/man/as_OpenSpecy.Rd @@ -44,7 +44,7 @@ OpenSpecy(x, ...) gen_grid(n) } \arguments{ -\item{x}{depending on the method, a list with all Open Specy parameters, a vector with the wavenumbers for all spectra, or a data.frame with a full spectrum in the classic Open Specy format.} +\item{x}{depending on the method, a list with all OpenSpecy parameters, a vector with the wavenumbers for all spectra, or a data.frame with a full spectrum in the classic Open Specy format.} \item{colnames}{names of the wavenumber column and spectra column, makes assumptions based on column names or placement if NULL.} @@ -66,7 +66,7 @@ gen_grid(n) \code{gen_grid()} returns a \code{data.table} with x y coordinates to use for generating a spatial grid for the spectra if one is not specified in the data.\cr } \description{ -Functions to check if an object is an Open Specy spectrum, or coerce it if +Functions to check if an object is an OpenSpecy, or coerce it if possible. } \details{ @@ -77,7 +77,7 @@ columns, the third item is another \code{data.table} with any metadata the user provides or is harvested from the files themselves. Currently metadata harvesting from jdx and opus files are supported as well as the two -Open Specy write formats yaml and json. +OpenSpecy write formats yaml and json. The \code{metadata} argument may contain a named list with the following details (\code{*} = minimum recommended): @@ -166,7 +166,7 @@ as_OpenSpecy(raman_hdpe) #Method for creating an OpenSpecy from a data.frame as_OpenSpecy(x = data.frame(wavenumber = raman_hdpe$wavenumber, spectra = raman_hdpe$spectra$intensity)) -#Test that the spectrum is formatted as an Open Specy object. +#Test that the spectrum is formatted as an OpenSpecy object. is_OpenSpecy(raman_hdpe) #should be TRUE is_OpenSpecy(raman_hdpe$spectra) #should be FALSE From 9568f2c7a49790ed6e667ec58e5e227836eeb01c Mon Sep 17 00:00:00 2001 From: "Win Cowger, PhD" Date: Thu, 22 Dec 2022 07:04:04 -0500 Subject: [PATCH 14/35] merge with previous updates. --- R/as_OpenSpecy.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/R/as_OpenSpecy.R b/R/as_OpenSpecy.R index 5c5e4da8..13d5d749 100644 --- a/R/as_OpenSpecy.R +++ b/R/as_OpenSpecy.R @@ -1,6 +1,6 @@ #' @rdname as_OpenSpecy #' -#' @title OpenSpecy object opperations +#' @title OpenSpecy object operations #' #' @description #' Functions to check if an object is an OpenSpecy, or coerce it if From 07b82e02dd938ada15d7663df9f1ba7135010eaf Mon Sep 17 00:00:00 2001 From: "Win Cowger, PhD" Date: Thu, 22 Dec 2022 07:42:52 -0500 Subject: [PATCH 15/35] add errors check tests update docs. --- R/io_spec.R | 22 ++++++++++++++-------- R/read_ext.R | 16 +++++++++++----- man/as_OpenSpecy.Rd | 2 +- man/io_spec.Rd | 16 +++++++++++----- man/read_ext.Rd | 16 +++++++++++----- 5 files changed, 48 insertions(+), 24 deletions(-) diff --git a/R/io_spec.R b/R/io_spec.R index e397f0f5..7f1dae25 100644 --- a/R/io_spec.R +++ b/R/io_spec.R @@ -3,14 +3,16 @@ #' @title Read and write spectral data #' #' @description -#' Functions for reading and writing spectral data from Open Specy .yaml, .json, -#' or .rds. +#' Functions for reading and writing spectral data to and from OpenSpecy format. +#' Currently supported formats are .yaml, .json, or .rds. #' #' @details -#' reference to qs +#' Due to floating point number errors there may be some differences in the precision +#' of the numbers returned if using multiple devices for json and yaml files +#' but the numbers should be nearly identical. readRDS should return the exact same object every time. #' #' @param x a list object of class \code{\link{OpenSpecy}}. -#' @param file file to be read from or written to. +#' @param file file path to be read from or written to. If writing, files will be written as the type designated in the file name. #' @param share defaults to \code{NULL}; needed to share spectra with the #' Open Specy community; see \code{\link{share_spec}()} for details. #' @param method submethod to be used for reading text files; defaults to @@ -21,15 +23,19 @@ #' @param \ldots further arguments passed to the submethods. #' #' @return -#' \code{read_spec()} returns a list object of class \code{\link{OpenSpecy}()} +#' \code{read_spec()} reads data formatted as an OpenSpecy object and returns a list object of class \code{\link{OpenSpecy}()} +#' containing spectral data. \cr +#' \code{write_spec()} writes a file for an object of class \code{\link{OpenSpecy}()} #' containing spectral data. #' #' @examples #' read_spec(read_extdata("raman_hdpe.yml")) #' read_spec(read_extdata("raman_hdpe.json")) #' read_spec(read_extdata("raman_hdpe.rds")) -#' +#' #' \dontrun{ +#' data(raman_hdpe) +#' #Specify the file type you want to write to using the extension at the end of the file name. #' write_spec(raman_hdpe, "raman_hdpe.yml") #' write_spec(raman_hdpe, "raman_hdpe.json") #' write_spec(raman_hdpe, "raman_hdpe.rds") @@ -72,7 +78,7 @@ write_spec.OpenSpecy <- function(x, file, method = NULL, } else if (grepl("\\.rds$", file, ignore.case = T)) { saveRDS(x, file = file, ...) } else { - stop("unknown file type: specify a method to write custom formats", + stop("unknown file type: specify a method to write custom formats or provide one of the supported .yml, .json, or .rds formats as the file extension", call. = F) } } else { @@ -105,7 +111,7 @@ read_spec <- function(file, share = NULL, method = NULL, ...) { } else if (grepl("\\.rds$", file, ignore.case = T)) { os <- readRDS(file, ...) } else { - stop("unknown file type: specify a method to read custom formats", + stop("unknown file type: specify a method to read custom formats or provide files of one of the supported file types .yml, .json, .rds", call. = F) } } else { diff --git a/R/read_ext.R b/R/read_ext.R index 64b31041..a1b2cfbd 100644 --- a/R/read_ext.R +++ b/R/read_ext.R @@ -1,10 +1,12 @@ #' @rdname read_ext #' -#' @title Read spectral data from external files +#' @title Read spectral data #' #' @description #' Functions for reading spectral data types including .asp, .jdx, -#' .spc, .spa, .0, and .csv. +#' .spc, .spa, .0, and .csv. Currently supported reading formats are .0, .asp, .spc, .csv, .spa, .zip, .yaml, .json, and .rds. +#' If a zip file, the function supports any of the files listed above or additionally map files in .dat and .hdr format. +#' Proprietary file formats like .0, .asp, and .spa are poorly supported but will likely still work in most cases. #' #' @details #' \code{read_spc()} and \code{read_jdx()} are just a wrapper around the @@ -101,9 +103,13 @@ #' named \code{"wavenumber"} and \code{"intensity"}. #' #' @examples -#' read_text(read_extdata("raman_hdpe.csv")) -#' read_asp(read_extdata("ftir_ldpe_soil.asp")) -#' read_opus(read_extdata("ftir_ps.0")) +#' read_any(read_extdata("raman_hdpe.csv")) +#' read_any(read_extdata("raman_atacamit.spc")) +#' read_any(read_extdata("CA_tiny_map.zip")) +#' read_any(read_extdata("ftir_nitrocellulose.jdx")) +#' read_any(read_extdata("ftir_ldpe_soil.asp")) +#' read_any(read_extdata("testdata_zipped.zip")) +#' read_any(read_extdata("ftir_ps.0")) #' #' @author #' Zacharias Steinmetz, Win Cowger diff --git a/man/as_OpenSpecy.Rd b/man/as_OpenSpecy.Rd index 194b5544..b2a24e0e 100644 --- a/man/as_OpenSpecy.Rd +++ b/man/as_OpenSpecy.Rd @@ -9,7 +9,7 @@ \alias{is_OpenSpecy} \alias{OpenSpecy} \alias{gen_grid} -\title{OpenSpecy object opperations} +\title{OpenSpecy object operations} \usage{ as_OpenSpecy(x, ...) diff --git a/man/io_spec.Rd b/man/io_spec.Rd index 369b9398..44fed340 100644 --- a/man/io_spec.Rd +++ b/man/io_spec.Rd @@ -18,7 +18,7 @@ read_spec(file, share = NULL, method = NULL, ...) \arguments{ \item{x}{a list object of class \code{\link{OpenSpecy}}.} -\item{file}{file to be read from or written to.} +\item{file}{file path to be read from or written to. If writing, files will be written as the type designated in the file name.} \item{method}{submethod to be used for reading text files; defaults to \code{\link[data.table]{fread}()} but \code{\link[utils]{read.csv}()} works @@ -33,15 +33,19 @@ Open Specy community; see \code{\link{share_spec}()} for details.} \item{\ldots}{further arguments passed to the submethods.} } \value{ -\code{read_spec()} returns a list object of class \code{\link{OpenSpecy}()} +\code{read_spec()} reads data formatted as an OpenSpecy object and returns a list object of class \code{\link{OpenSpecy}()} +containing spectral data. \cr +\code{write_spec()} writes a file for an object of class \code{\link{OpenSpecy}()} containing spectral data. } \description{ -Functions for reading and writing spectral data from Open Specy .yaml, .json, -or .rds. +Functions for reading and writing spectral data to and from OpenSpecy format. +Currently supported formats are .yaml, .json, or .rds. } \details{ -reference to qs +Due to floating point number errors there may be some differences in the precision +of the numbers returned if using multiple devices for json and yaml files +but the numbers should be nearly identical. readRDS should return the exact same object every time. } \examples{ read_spec(read_extdata("raman_hdpe.yml")) @@ -49,6 +53,8 @@ read_spec(read_extdata("raman_hdpe.json")) read_spec(read_extdata("raman_hdpe.rds")) \dontrun{ +data(raman_hdpe) +#Specify the file type you want to write to using the extension at the end of the file name. write_spec(raman_hdpe, "raman_hdpe.yml") write_spec(raman_hdpe, "raman_hdpe.json") write_spec(raman_hdpe, "raman_hdpe.rds") diff --git a/man/read_ext.Rd b/man/read_ext.Rd index 9da71f51..ff2f49b0 100644 --- a/man/read_ext.Rd +++ b/man/read_ext.Rd @@ -8,7 +8,7 @@ \alias{read_jdx} \alias{read_spc} \alias{read_extdata} -\title{Read spectral data from external files} +\title{Read spectral data} \usage{ read_any(file, share = NULL) @@ -124,7 +124,9 @@ named \code{"wavenumber"} and \code{"intensity"}. } \description{ Functions for reading spectral data types including .asp, .jdx, -.spc, .spa, .0, and .csv. +.spc, .spa, .0, and .csv. Currently supported reading formats are .0, .asp, .spc, .csv, .spa, .zip, .yaml, .json, and .rds. +If a zip file, the function supports any of the files listed above or additionally map files in .dat and .hdr format. +Proprietary file formats like .0, .asp, and .spa are poorly supported but will likely still work in most cases. } \details{ \code{read_spc()} and \code{read_jdx()} are just a wrapper around the @@ -206,9 +208,13 @@ with \code{digest(object[c("wavenumber", "spectra")])}\cr } } \examples{ -read_text(read_extdata("raman_hdpe.csv")) -read_asp(read_extdata("ftir_ldpe_soil.asp")) -read_opus(read_extdata("ftir_ps.0")) +read_any(read_extdata("raman_hdpe.csv")) +read_any(read_extdata("raman_atacamit.spc")) +read_any(read_extdata("CA_tiny_map.zip")) +read_any(read_extdata("ftir_nitrocellulose.jdx")) +read_any(read_extdata("ftir_ldpe_soil.asp")) +read_any(read_extdata("testdata_zipped.zip")) +read_any(read_extdata("ftir_ps.0")) } \seealso{ From f54b75c5815cbb4313ca8bc3d4d8659304218306 Mon Sep 17 00:00:00 2001 From: "Win Cowger, PhD" Date: Thu, 22 Dec 2022 07:56:15 -0500 Subject: [PATCH 16/35] add Zacharias --- R/raman_hdpe.R | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/R/raman_hdpe.R b/R/raman_hdpe.R index 5dad233d..e255091b 100644 --- a/R/raman_hdpe.R +++ b/R/raman_hdpe.R @@ -18,10 +18,10 @@ #' print(raman_hdpe) #' #' @author -#' Win Cowger +#' Zacharias Steinmetz, Win Cowger #' #' @references -#' Cowger W, Gray A, Christiansen SH, Christiansen SH, Christiansen SH, +#' Cowger W, Steinmetz Z, Gray A, Christiansen SH, Christiansen SH, Christiansen SH, #' De Frond H, Deshpande AD, Hemabessiere L, Lee E, Mill L, et al. (2020). #' “Critical Review of Processing and Classification Techniques for Images and #' Spectra in Microplastic Research.” \emph{Applied Spectroscopy}, From 8a4b42c0cd78ad9bf40a83b10777226e0ca54a7e Mon Sep 17 00:00:00 2001 From: "Win Cowger, PhD" Date: Thu, 22 Dec 2022 07:58:34 -0500 Subject: [PATCH 17/35] update docs --- man/raman_hdpe.Rd | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/man/raman_hdpe.Rd b/man/raman_hdpe.Rd index 3a390ce6..3dace7d1 100644 --- a/man/raman_hdpe.Rd +++ b/man/raman_hdpe.Rd @@ -23,13 +23,13 @@ print(raman_hdpe) } \references{ -Cowger W, Gray A, Christiansen SH, Christiansen SH, Christiansen SH, +Cowger W, Steinmetz Z, Gray A, Christiansen SH, Christiansen SH, Christiansen SH, De Frond H, Deshpande AD, Hemabessiere L, Lee E, Mill L, et al. (2020). “Critical Review of Processing and Classification Techniques for Images and Spectra in Microplastic Research.” \emph{Applied Spectroscopy}, \strong{74}(9), 989–1010. \doi{10.1177/0003702820929064}. } \author{ -Win Cowger +Zacharias Steinmetz, Win Cowger } \keyword{data} From a6e9d93b38c5d1385aed0418063ab31c9b7bac0e Mon Sep 17 00:00:00 2001 From: "Win Cowger, PhD" Date: Thu, 22 Dec 2022 08:29:55 -0500 Subject: [PATCH 18/35] add packagedown documentation --- .Rbuildignore | 3 +++ .github/workflows/pkgdown.yaml | 46 ++++++++++++++++++++++++++++++++++ .gitignore | 1 + DESCRIPTION | 3 ++- _pkgdown.yml | 5 ++++ man/OpenSpecy-package.Rd | 1 + 6 files changed, 58 insertions(+), 1 deletion(-) create mode 100644 .github/workflows/pkgdown.yaml create mode 100644 _pkgdown.yml diff --git a/.Rbuildignore b/.Rbuildignore index 30a1020c..53aaa071 100644 --- a/.Rbuildignore +++ b/.Rbuildignore @@ -10,3 +10,6 @@ google-analytics.js droptoken.rds ^cran-comments\.md$ ^CRAN-RELEASE$ +^_pkgdown\.yml$ +^docs$ +^pkgdown$ diff --git a/.github/workflows/pkgdown.yaml b/.github/workflows/pkgdown.yaml new file mode 100644 index 00000000..087f0b05 --- /dev/null +++ b/.github/workflows/pkgdown.yaml @@ -0,0 +1,46 @@ +# Workflow derived from https://github.com/r-lib/actions/tree/v2/examples +# Need help debugging build failures? Start at https://github.com/r-lib/actions#where-to-find-help +on: + push: + branches: [main, master] + pull_request: + branches: [main, master] + release: + types: [published] + workflow_dispatch: + +name: pkgdown + +jobs: + pkgdown: + runs-on: ubuntu-latest + # Only restrict concurrency for non-PR jobs + concurrency: + group: pkgdown-${{ github.event_name != 'pull_request' || github.run_id }} + env: + GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }} + steps: + - uses: actions/checkout@v3 + + - uses: r-lib/actions/setup-pandoc@v2 + + - uses: r-lib/actions/setup-r@v2 + with: + use-public-rspm: true + + - uses: r-lib/actions/setup-r-dependencies@v2 + with: + extra-packages: any::pkgdown, local::. + needs: website + + - name: Build site + run: pkgdown::build_site_github_pages(new_process = FALSE, install = FALSE) + shell: Rscript {0} + + - name: Deploy to GitHub pages 🚀 + if: github.event_name != 'pull_request' + uses: JamesIves/github-pages-deploy-action@v4.4.1 + with: + clean: false + branch: gh-pages + folder: docs diff --git a/.gitignore b/.gitignore index e9c1d972..a5fff210 100644 --- a/.gitignore +++ b/.gitignore @@ -55,3 +55,4 @@ docs/ # ignore old datasets but don't remove inst/shiny/ +docs diff --git a/DESCRIPTION b/DESCRIPTION index e3d6dd03..8c942667 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -35,7 +35,8 @@ Description: Raman and (FT)IR spectral analysis tool for plastic particles and Analyzed spectra can be shared with the Open Specy community. A Shiny app is available via run_app() or online at . -URL: https://github.com/wincowgerDEV/OpenSpecy-package/ +URL: https://github.com/wincowgerDEV/OpenSpecy-package/, + http://wincowger.com/OpenSpecy-package/ BugReports: https://github.com/wincowgerDEV/OpenSpecy-package/issues/ License: CC BY 4.0 Encoding: UTF-8 diff --git a/_pkgdown.yml b/_pkgdown.yml new file mode 100644 index 00000000..e4781cad --- /dev/null +++ b/_pkgdown.yml @@ -0,0 +1,5 @@ +url: http://wincowger.com/OpenSpecy-package/ +template: + bootstrap: 5 + bootswatch: cerulean + diff --git a/man/OpenSpecy-package.Rd b/man/OpenSpecy-package.Rd index 15bb36e5..dfd6f8c0 100644 --- a/man/OpenSpecy-package.Rd +++ b/man/OpenSpecy-package.Rd @@ -47,6 +47,7 @@ Background Subtraction Algorithm for Biomedical Raman Spectroscopy.” Useful links: \itemize{ \item \url{https://github.com/wincowgerDEV/OpenSpecy-package/} + \item \url{http://wincowger.com/OpenSpecy-package/} \item Report bugs at \url{https://github.com/wincowgerDEV/OpenSpecy-package/issues/} } From ee16a98558c9494fd561cc871b59ba5e2946d43e Mon Sep 17 00:00:00 2001 From: "Win Cowger, PhD" Date: Fri, 23 Dec 2022 07:50:29 -0500 Subject: [PATCH 19/35] move files --- _pkgdown.yml | 1 - vignettes/{images => }/analyzeplot.png | Bin .../{images => }/baselinecorrectionpoly.jpg | Bin vignettes/{images => }/deselection.jpg | Bin vignettes/{images => }/download.jpg | Bin vignettes/{images => }/flowchart.png | Bin vignettes/{images => }/googletranslate.jpg | Bin vignettes/{images => }/horiba-1.png | Bin vignettes/{images => }/horiba-2.png | Bin vignettes/{images => }/horiba-3.png | Bin vignettes/{images => }/horiba-4.png | Bin vignettes/{images => }/horiba-5.png | Bin vignettes/{images => }/hoverexample.jpg | Bin .../{images => }/intensityadjustment.jpg | Bin vignettes/{images => }/mainpage.jpg | Bin vignettes/{images => }/matches.jpg | Bin vignettes/{images => }/matchplot.png | Bin vignettes/{images => }/metadatainput.jpg | Bin vignettes/{images => }/preprocessplot.png | Bin vignettes/{images => }/rangeselection.jpg | Bin vignettes/{images => }/regiontomatch.jpg | Bin vignettes/{images => }/removetoolexample.jpg | Bin vignettes/{images => }/samplefile.jpg | Bin vignettes/{images => }/selectionmetadata.jpg | Bin vignettes/{images => }/sharemetadata.jpg | Bin vignettes/{images => }/smoothing.jpg | Bin vignettes/{images => }/smoothingpoly.jpg | Bin vignettes/sop.Rmd | 58 +- vignettes/sop.html | 981 ------------------ vignettes/{images => }/spectragryph-1.png | Bin vignettes/{images => }/spectragryph-2.png | Bin vignettes/{images => }/spectrumtoanalyze.jpg | Bin vignettes/{images => }/spectrumtype.jpg | Bin vignettes/{images => }/toolexample.jpg | Bin vignettes/{images => }/uploadfile.jpg | Bin 35 files changed, 29 insertions(+), 1011 deletions(-) rename vignettes/{images => }/analyzeplot.png (100%) rename vignettes/{images => }/baselinecorrectionpoly.jpg (100%) rename vignettes/{images => }/deselection.jpg (100%) rename vignettes/{images => }/download.jpg (100%) rename vignettes/{images => }/flowchart.png (100%) rename vignettes/{images => }/googletranslate.jpg (100%) rename vignettes/{images => }/horiba-1.png (100%) rename vignettes/{images => }/horiba-2.png (100%) rename vignettes/{images => }/horiba-3.png (100%) rename vignettes/{images => }/horiba-4.png (100%) rename vignettes/{images => }/horiba-5.png (100%) rename vignettes/{images => }/hoverexample.jpg (100%) rename vignettes/{images => }/intensityadjustment.jpg (100%) rename vignettes/{images => }/mainpage.jpg (100%) rename vignettes/{images => }/matches.jpg (100%) rename vignettes/{images => }/matchplot.png (100%) rename vignettes/{images => }/metadatainput.jpg (100%) rename vignettes/{images => }/preprocessplot.png (100%) rename vignettes/{images => }/rangeselection.jpg (100%) rename vignettes/{images => }/regiontomatch.jpg (100%) rename vignettes/{images => }/removetoolexample.jpg (100%) rename vignettes/{images => }/samplefile.jpg (100%) rename vignettes/{images => }/selectionmetadata.jpg (100%) rename vignettes/{images => }/sharemetadata.jpg (100%) rename vignettes/{images => }/smoothing.jpg (100%) rename vignettes/{images => }/smoothingpoly.jpg (100%) delete mode 100644 vignettes/sop.html rename vignettes/{images => }/spectragryph-1.png (100%) rename vignettes/{images => }/spectragryph-2.png (100%) rename vignettes/{images => }/spectrumtoanalyze.jpg (100%) rename vignettes/{images => }/spectrumtype.jpg (100%) rename vignettes/{images => }/toolexample.jpg (100%) rename vignettes/{images => }/uploadfile.jpg (100%) diff --git a/_pkgdown.yml b/_pkgdown.yml index e4781cad..c4c150e4 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -1,5 +1,4 @@ url: http://wincowger.com/OpenSpecy-package/ template: bootstrap: 5 - bootswatch: cerulean diff --git a/vignettes/images/analyzeplot.png b/vignettes/analyzeplot.png similarity index 100% rename from vignettes/images/analyzeplot.png rename to vignettes/analyzeplot.png diff --git a/vignettes/images/baselinecorrectionpoly.jpg b/vignettes/baselinecorrectionpoly.jpg similarity index 100% rename from vignettes/images/baselinecorrectionpoly.jpg rename to vignettes/baselinecorrectionpoly.jpg diff --git a/vignettes/images/deselection.jpg b/vignettes/deselection.jpg similarity index 100% rename from vignettes/images/deselection.jpg rename to vignettes/deselection.jpg diff --git a/vignettes/images/download.jpg b/vignettes/download.jpg similarity index 100% rename from vignettes/images/download.jpg rename to vignettes/download.jpg diff --git a/vignettes/images/flowchart.png b/vignettes/flowchart.png similarity index 100% rename from vignettes/images/flowchart.png rename to vignettes/flowchart.png diff --git a/vignettes/images/googletranslate.jpg b/vignettes/googletranslate.jpg similarity index 100% rename from vignettes/images/googletranslate.jpg rename to vignettes/googletranslate.jpg diff --git a/vignettes/images/horiba-1.png b/vignettes/horiba-1.png similarity index 100% rename from vignettes/images/horiba-1.png rename to vignettes/horiba-1.png diff --git a/vignettes/images/horiba-2.png b/vignettes/horiba-2.png similarity index 100% rename from vignettes/images/horiba-2.png rename to vignettes/horiba-2.png diff --git a/vignettes/images/horiba-3.png b/vignettes/horiba-3.png similarity index 100% rename from vignettes/images/horiba-3.png rename to vignettes/horiba-3.png diff --git a/vignettes/images/horiba-4.png b/vignettes/horiba-4.png similarity index 100% rename from vignettes/images/horiba-4.png rename to vignettes/horiba-4.png diff --git a/vignettes/images/horiba-5.png b/vignettes/horiba-5.png similarity index 100% rename from vignettes/images/horiba-5.png rename to vignettes/horiba-5.png diff --git a/vignettes/images/hoverexample.jpg b/vignettes/hoverexample.jpg similarity index 100% rename from vignettes/images/hoverexample.jpg rename to vignettes/hoverexample.jpg diff --git a/vignettes/images/intensityadjustment.jpg b/vignettes/intensityadjustment.jpg similarity index 100% rename from vignettes/images/intensityadjustment.jpg rename to vignettes/intensityadjustment.jpg diff --git a/vignettes/images/mainpage.jpg b/vignettes/mainpage.jpg similarity index 100% rename from vignettes/images/mainpage.jpg rename to vignettes/mainpage.jpg diff --git a/vignettes/images/matches.jpg b/vignettes/matches.jpg similarity index 100% rename from vignettes/images/matches.jpg rename to vignettes/matches.jpg diff --git a/vignettes/images/matchplot.png b/vignettes/matchplot.png similarity index 100% rename from vignettes/images/matchplot.png rename to vignettes/matchplot.png diff --git a/vignettes/images/metadatainput.jpg b/vignettes/metadatainput.jpg similarity index 100% rename from vignettes/images/metadatainput.jpg rename to vignettes/metadatainput.jpg diff --git a/vignettes/images/preprocessplot.png b/vignettes/preprocessplot.png similarity index 100% rename from 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vignettes/selectionmetadata.jpg diff --git a/vignettes/images/sharemetadata.jpg b/vignettes/sharemetadata.jpg similarity index 100% rename from vignettes/images/sharemetadata.jpg rename to vignettes/sharemetadata.jpg diff --git a/vignettes/images/smoothing.jpg b/vignettes/smoothing.jpg similarity index 100% rename from vignettes/images/smoothing.jpg rename to vignettes/smoothing.jpg diff --git a/vignettes/images/smoothingpoly.jpg b/vignettes/smoothingpoly.jpg similarity index 100% rename from vignettes/images/smoothingpoly.jpg rename to vignettes/smoothingpoly.jpg diff --git a/vignettes/sop.Rmd b/vignettes/sop.Rmd index 15e98411..decabf3b 100644 --- a/vignettes/sop.Rmd +++ b/vignettes/sop.Rmd @@ -57,7 +57,7 @@ run_app() Then click the **Upload File** tab at the top of the page. ```{r, fig.align="center", out.width="98%", echo=FALSE} -knitr::include_graphics("images/mainpage.jpg") +knitr::include_graphics("mainpage.jpg") ``` Accessibility is extremely important to us and we are making strives to improve @@ -69,13 +69,13 @@ easily translate the app. We know that not all languages will be fully supported but we will continue to try and improve the translations. ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/googletranslate.jpg") +knitr::include_graphics("googletranslate.jpg") ``` ## Download a test dataset ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/samplefile.jpg") +knitr::include_graphics("samplefile.jpg") ``` If you don't have your own data to use right away, that is ok. You can @@ -92,7 +92,7 @@ data("raman_hdpe") ## Choose whether to share your uploaded data or not ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/uploadfile.jpg") +knitr::include_graphics("uploadfile.jpg") ``` Before uploading, indicate if you would like to share the @@ -165,7 +165,7 @@ from the **Intensity Adjustment** selection. ## Intensity Adjustment ```{r, fig.align='center', echo=FALSE} -knitr::include_graphics("images/intensityadjustment.jpg") +knitr::include_graphics("intensityadjustment.jpg") ``` Open Specy assumes that intensity units are in absorbance units but @@ -191,7 +191,7 @@ head(raman_adj) ## Share metadata on known spectra ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/metadatainput.jpg") +knitr::include_graphics("metadatainput.jpg") ``` To share metadata about your spectrum, click the metadata input button. @@ -210,7 +210,7 @@ and metadata is sent to an [open-access online repository](https://osf.io/rjg3c/). ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/sharemetadata.jpg") +knitr::include_graphics("sharemetadata.jpg") ``` All inputs from the metadata (described below) are input to a @@ -249,7 +249,7 @@ your parameters for processing the spectrum. ## Preprocess Spectra Plot ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/preprocessplot.png") +knitr::include_graphics("preprocessplot.png") ``` The preprocess spectra plot shows the uploaded spectra in comparison to @@ -262,7 +262,7 @@ high intensities and non-peak regions should have low intensities. ## Preprocessing Tools ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/smoothing.jpg") +knitr::include_graphics("smoothing.jpg") ``` When the slider is green for the tool type, that means that that tool is being @@ -270,7 +270,7 @@ used to preprocess the spectrum. If the slider is clicked blank, the cog button to the right will disappear to indicate that the tool is no longer being used. ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/deselection.jpg") +knitr::include_graphics("deselection.jpg") ``` If the cog button is clicked, any functions associated with that tool will be @@ -279,7 +279,7 @@ displayed and can be manipulated to process the spectrum. ## Smoothing Polynomial ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/smoothingpoly.jpg") +knitr::include_graphics("smoothingpoly.jpg") ``` The first step of the Open Specy preprocessing routing is spectral @@ -338,7 +338,7 @@ head(raman_smooth) ## Baseline Correction Polynomial ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/baselinecorrectionpoly.jpg") +knitr::include_graphics("baselinecorrectionpoly.jpg") ``` The second step of Open Specy's preprocessing routine is baseline @@ -387,7 +387,7 @@ head(raman_bgc) ## Spectral Range ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/rangeselection.jpg") +knitr::include_graphics("rangeselection.jpg") ``` The final step of preprocessing is restricting the spectral range. @@ -405,7 +405,7 @@ removing noise and influence from less relevant spectral data. ## Download Data ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/download.jpg") +knitr::include_graphics("download.jpg") ``` After you have the preprocessing parameters set, we recommend that you @@ -431,7 +431,7 @@ parameters below. ## Spectrum Type ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/spectrumtype.jpg") +knitr::include_graphics("spectrumtype.jpg") ``` The spectra type input on the "Match spectra" tab specifies the type of @@ -442,7 +442,7 @@ the Raman library to make the match. ## Spectrum To Analyze ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/spectrumtoanalyze.jpg") +knitr::include_graphics("spectrumtoanalyze.jpg") ``` The spectra to analyze input specifies if the tool will match the @@ -453,7 +453,7 @@ Preprocess Spectra Tab). ## Region To Match ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/regiontomatch.jpg") +knitr::include_graphics("regiontomatch.jpg") ``` The region to match input specifies if the "Full Spectrum" will match @@ -469,7 +469,7 @@ interpretation of the match, this is not the best approach. ## Match Table ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/matches.jpg") +knitr::include_graphics("matches.jpg") ``` The selectable table shows the top material matches returned by the tool, @@ -507,7 +507,7 @@ match_spec(raman_bgc, library = spec_lib, which = "raman") ## Selection Metadata ```{r, fig.align="center", out.width="98%", echo=FALSE} -knitr::include_graphics("images/selectionmetadata.jpg") +knitr::include_graphics("selectionmetadata.jpg") ``` Whatever match is selected from the match table may have additional @@ -526,7 +526,7 @@ find_spec(sample_name == 5381, library = spec_lib, which = "raman") ## Match Plot ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/matchplot.png") +knitr::include_graphics("matchplot.png") ``` This plot is dynamically updated by selecting matches from the match @@ -615,21 +615,21 @@ these low, medium, and high density PE samples all look relatively similar (figures courtesy of Bridget O\'Donnell, Horiba Scientific): ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/horiba-1.png") +knitr::include_graphics("horiba-1.png") ``` But, a closer look at the 1450 cm^-1^ band reveals clear differences: ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/horiba-2.png") +knitr::include_graphics("horiba-2.png") ``` When you overlay them, you start to see differences in other spectral regions too: ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/horiba-3.png") +knitr::include_graphics("horiba-3.png") ``` So, the question is, how do we deal with samples that are very similar @@ -659,14 +659,14 @@ distinguishable compared to the PE results above (nylon 6, 6-6, 6-9, bottom): ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/horiba-4.png") +knitr::include_graphics("horiba-4.png") ``` The differences are even more pronounced when you overlay the spectra: ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/horiba-5.png") +knitr::include_graphics("horiba-5.png") ``` ### What to do when matches aren't making sense @@ -694,26 +694,26 @@ knitr::include_graphics("images/horiba-5.png") into the console. ```{r, fig.align="center", out.width="98%", echo=FALSE} -knitr::include_graphics("images/spectragryph-1.png") +knitr::include_graphics("spectragryph-1.png") ``` 3. Click File, Save/export data, save data as, and save it as an spc file. ¸ ```{r, fig.align="center", out.width="98%", echo=FALSE} -knitr::include_graphics("images/spectragryph-2.png") +knitr::include_graphics("spectragryph-2.png") ``` 4. Then upload that .spc file to Open Specy. ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/uploadfile.jpg") +knitr::include_graphics("uploadfile.jpg") ``` ## Conceptual diagram of data flow through Open Specy ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/flowchart.png") +knitr::include_graphics("flowchart.png") ``` # References diff --git a/vignettes/sop.html b/vignettes/sop.html deleted file mode 100644 index a1445a82..00000000 --- a/vignettes/sop.html +++ /dev/null @@ -1,981 +0,0 @@ - - - - - - - - - - - - - - - -Standard Operating Procedure - - - - - - - - - - - - - - - - - - - - - - - - - - -

Standard Operating Procedure

-

Jessica Meyers, Jeremy Conkle, Win Cowger, -Zacharias Steinmetz, Andrew Gray, Chelsea Rochman, Sebastian Primpke, -Jennifer Lynch, Hannah Hapich, Hannah De Frond, Keenan Munno, Bridget -O’Donnell

-

2022-10-27

- - - -

Open Specy Raman and (FT)IR spectral analysis tool for plastic -particles and other environmental samples. Supported features include -reading spectral data files (.asp, .csv, .jdx, .spc, .spa, .0), -smoothing spectral intensities with smooth_intens(), -correcting background with subtr_bg(), and identifying -spectra using an onboard reference library. Analyzed spectra can be -shared with the Open Specy community. A Shiny app is available via -run_app() or online at https://openanalysis.org/openspecy/.

-

This document outlines a common workflow for using Open Specy and -highlights some topics that users are often requesting a tutorial on. If -the document is followed sequentially from beginning to end, the user -will have a better understanding of every procedure involved in using -Open Specy as a tool for interpreting spectra. It takes approximately 45 -minutes to read through and follow along with this standard operating -procedure the first time. Afterward, knowledgeable users should be able -to thoroughly analyze individual spectra at an average speed of 1 -min-1.

-
-

Getting started

-
library(OpenSpecy)
-
-
-

Viewing and Sharing Spectra

-

To get started with the Open Specy user interface, access https://openanalysis.org/openspecy/ -or start the Shiny GUI directly from R typing

-
run_app()
-

Then click the Upload File tab at the top of the -page.

-

-

Accessibility is extremely important to us and we are making strives -to improve the accessibility of Open Specy for all spectroscopists. -Please reach out if you have ideas for improvement.

-

We added a Google translate plugin to all pages in the app so that -you can easily translate the app. We know that not all languages will be -fully supported but we will continue to try and improve the -translations.

-

-
-

Download a test dataset

-

-

If you don’t have your own data to use right away, that is ok. You -can download test data to try out the tool by clicking on the test data -button. A .csv file of HDPE Raman spectrum will download on your -computer. This file can also be used as a template for formatting .csv -data into an Open Specy accepted format. The following line of code does -the same:

-
data("raman_hdpe")
-
-
-

Choose whether to share your uploaded data or not

-

-

Before uploading, indicate if you would like to share the uploaded -data or not using the slider. If selected, any data uploaded to the tool -will automatically be shared under CC-BY 4.0 -license and will be available for researchers and other ventures to -use to improve spectral analysis, build machine learning tools, etc. -Some users may choose not to share if they need to keep their data -private. If switched off, none of the uploaded data will be stored or -shared in Open Specy.

-
-
-

Upload/Read Data

-

Open Specy allows for upload of .csv, .asp, .jdx, .0, .spc, and .spa -files. .csv files should always load correctly but the other file types -are still in beta development, though most of the time these files work -perfectly. It is best practice to cross check files in the proprietary -software they came from and Open Specy before use in Open Specy. Due to -the complexity of these file types, we haven’t been able to make them -fully compatible yet. If your file is not working, please contact the -administrator and share the file so that we can get it to work.

-

For the most consistent results, files should be converted to .csv -format before uploading to Open Specy. The specific steps to converting -your instrument’s native files to .csv can be found in its software -manual or you can check out Spectragryph, which -supports many spectral file conversions (see Mini Tutorial section: File -conversion in Spectragryph to Open Specy accepted format).

-

If uploading a .csv file, label the column with the wavenumbers -wavenumber and name the column with the intensities -intensity.

- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
Sample data raman_hdpe
wavenumberintensity
301.04026
304.63250
308.22148
311.81045
315.39846
318.98342
-

Wavenumber units must be cm-1. Any other columns are not -used by the software. Always keep a copy of the original file before -alteration to preserve metadata and raw data for your records.

-

To upload data, click Browse and choose one of your -files to upload, or drag and drop your file into the gray box. At this -time you can only upload one file at a time.

-

Upon upload and throughout the analysis, intensity values are min-max -normalized (Equation 1).

-\[\frac{x - \mathrm{min}(x)}{\mathrm{min}(x) -- \mathrm{max}(x)}\] -

-Equation 1: Max-Min Normalization -

-

The following R functions from the Open Specy package will also read -in spectral data accordingly:

-
read_text(".csv")
-read_asp(".asp")
-read_opus(".0")
-
-
-

Viewing Spectra Plot

-

After spectral data are uploaded, it will appear in the main window. -This plot is selectable, zoomable, and provides information on hover. -You can also save a .png file of the plot view using the camera icon at -the top right when you hover over the plot. This plot will change the -view based on updates from the Intensity Adjustment -selection.

-
-
-

Intensity Adjustment

-

-

Open Specy assumes that intensity units are in absorbance units but -Open Specy can adjust reflectance or transmittance spectra to absorbance -units using this selection in the upload file tab. The transmittance -adjustment uses the \(\log_{10} 1/T\) -calculation which does not correct for system or particle -characteristics. The reflectance adjustment use the Kubelka-Munk -equation \(\frac{(1-R)^2}{2R}\). If -none is selected, Open Specy assumes that the uploaded data is an -absorbance spectrum and does not apply an adjustment.

-

This is the respective R code:

-
library(magrittr)
-
-raman_adj <- raman_hdpe %>%
-  adj_intens()
-
-head(raman_adj)
-#>    wavenumber  intensity
-#> 1:    301.040 0.00000000
-#> 2:    304.632 0.03037975
-#> 3:    308.221 0.02784810
-#> 4:    311.810 0.02405063
-#> 5:    315.398 0.02531646
-#> 6:    318.983 0.02025316
-
-
-

Share metadata on known spectra

-

-

To share metadata about your spectrum, click the metadata input -button. When sharing data, please provide as much metadata as you can. -Metadata helps make shared data as useful as possible. Metadata inputs -each have examples provided in the input. The examples disappear when -the box is clicked and will not be saved if nothing is input by the -user. Mandatory inputs are marked with a red asterisk. If these inputs -are not filled, the data will be considered uninterpretable and will be -discarded. Inputs left blank will be left blank in the metadata sheet -and interpreted as “unknown” or “not applicable”. To share metadata, -click the share data button at the bottom of the metadata inputs.

-

When the user clicks the Share Data button their -current uploaded data and metadata is sent to an open-access online repository.

-

-

All inputs from the metadata (described below) are input to a -metadata sheet. The metadata sheet is given the same unique name as the -data, but it ends with “_form”. The exact same data is saved as would be -downloaded using the download data button (described below). All high -quality uploaded data with metadata will eventually be reviewed by -spectroscopy experts and added to the internal library if it passes -review. If multiple files are going to be uploaded with metadata, the -cells will also stay filled with the last input after the share data -button is clicked. Just upload the next dataset and change the metadata -inputs that are different. If more than 50 files will be shared at once, -you can contact the website administrator to get a bulk upload sheet for -more rapid upload.

-

Type

-
share_spec(raman_hdpe,
-           metadata = c(user_name = "Win Cowger",
-                        contact_info = "wincowger@gmail.com",
-                        spectrum_type = "Raman",
-                        spectrum_identity = "HDPE")
-           )
-

to share your spectral data from the R console.

-
-
-
-

Preprocessing

-

After uploading data, you can preprocess the data using baseline -correction, smoothing, and range selection and save your preprocessed -data. Go to the Preprocess Spectrum tab to select your -parameters for processing the spectrum.

-
-

Preprocess Spectra Plot

-

-

The preprocess spectra plot shows the uploaded spectra in comparison -to the processed spectra that has been processed using the processing -inputs on the page. It will automatically update with any new slider -inputs. This allows the user to tune the inputs to optimize the signal -to noise ratio. The goal with preprocessing is to make peak regions have -high intensities and non-peak regions should have low intensities.

-
-
-

Preprocessing Tools

-

-

When the slider is green for the tool type, that means that that tool -is being used to preprocess the spectrum. If the slider is clicked -blank, the cog button to the right will disappear to indicate that the -tool is no longer being used.

-

-

If the cog button is clicked, any functions associated with that tool -will be displayed and can be manipulated to process the spectrum.

-
-
-

Smoothing Polynomial

-

-

The first step of the Open Specy preprocessing routing is spectral -smoothing. The goal of this function is to increase the signal to noise -ratio (S/N) without distorting the shape or relative size of the peaks. -The value on the slider is the polynomial order of the Savitzky-Golay -(SG) filter. The SG filter is fit to a moving window of 11 data -points where the center point in the window is replaced with the -polynomial estimate. The number of data points in the window is not user -adjustable. Higher numbers lead to more wiggly fits and thus less -smooth, lower numbers lead to more smooth fits, a 7th order polynomial -will make the spectrum have almost no smoothing. If smoothing is set to -0 then no smoothing is conducted on the spectrum. When smoothing is done -well, peak shapes and relative heights should not change. Typically a -3rd order polynomial (3 on the slider) works to increase the signal to -noise without distortion, but if the spectrum is noisy, decrease -polynomial order and if it is already smooth, increase the polynomial -order to the maximum (7). Examples of smoothing below:

-
- -

Sample raman_hdpe spectrum with -different smoothing polynomials (p) from Cowger et al. (2020).

-
-

The different degrees of smoothing were achieved with the following R -commands:

-
smooth_intens(raman_hdpe, p = 1)
-smooth_intens(raman_hdpe, p = 4)
-

The intensity-adjusted sample spectrum raman_adj is -smoothed accordingly:

-
raman_smooth <- raman_adj %>% 
-  smooth_intens()
-
-head(raman_smooth)
-#>    wavenumber  intensity
-#> 1:    301.040 0.00000000
-#> 2:    304.632 0.01568318
-#> 3:    308.221 0.02461353
-#> 4:    311.810 0.02828915
-#> 5:    315.398 0.02820811
-#> 6:    318.983 0.02586852
-
-
-

Baseline Correction Polynomial

-

-

The second step of Open Specy’s preprocessing routine is baseline -correction. The goal of baseline correction is to get all non-peak -regions of the spectra to zero absorbance. The higher the polynomial -order, the more wiggly the fit to the baseline. If the baseline is not -very wiggly, a more wiggly fit could remove peaks which is not desired. -The baseline correction algorithm used in Open Specy is called -“iModPolyfit” (Zhao et al. 2007). This algorithm iteratively fits -polynomial equations of the specified order to the whole spectrum. -During the first fit iteration, peak regions will often be above the -baseline fit. The data in the peak region is removed from the fit to -make sure that the baseline is less likely to fit to the peaks. The -iterative fitting terminates once the difference between the new and -previous fit is small. An example of a good baseline fit below.

-
- -

Sample raman_hdpe spectrum with -different degrees of background subtraction (Cowger et al., 2020).

-
-

The smoothed sample spectrum raman_smooth is -background-corrected as follows:

-
raman_bgc <- raman_smooth %>% 
-  subtr_bg()
-
-head(raman_bgc)
-#>    wavenumber   intensity
-#> 1:    301.040 0.000000000
-#> 2:    304.632 0.000000000
-#> 3:    308.221 0.006298355
-#> 4:    311.810 0.008146146
-#> 5:    315.398 0.007025667
-#> 6:    318.983 0.004412447
-
-
-

Spectral Range

-

-

The final step of preprocessing is restricting the spectral range. -Sometimes the instrument operates with high noise at the ends of the -spectrum and sometimes the baseline fit can produce distortions at the -ends of the spectrum, both can be removed using this routine. You should -look into the signal to noise ratio of your specific instrument by -wavelength to determine what wavelength ranges to use. Distortions due -to baseline fit can be assessed from looking at the preprocess spectra -plot. Additionally, you can restrict the range to examine a single peak -or a subset of peaks of interests. This function allows users to isolate -peaks of interest for matching, while removing noise and influence from -less relevant spectral data.

-
-
-

Download Data

-

-

After you have the preprocessing parameters set, we recommend that -you download the preprocessed data for your records. The download data -button will append the uploaded data to three columns created by the -preprocessing parameters. “Wavelength” and “Absorbance” are columns from -the data uploaded by the user. “NormalizedIntensity” is the max-min -normalized value (Equation 1) of the “Absorbance”. “Smoothed” is the -Savitzky-Golay filter specified by the slider explained above. -“BaselineRemoved” is the smoothed and baseline corrected value that is -visible on the center plot.

-
-
-
-

Matching

-

After uploading data and preprocessing it (if desired) you can now -identify the spectrum. To identify the spectrum go to the Match -Spectrum tab.

-

You will see your spectrum and the top matches, but before looking at -matches, you need to check the three selectable parameters below.

-
-

Spectrum Type

-

-

The spectra type input on the “Match spectra” tab specifies the type -of spectra (Raman or FTIR) that the user has uploaded and wants to match -to. This input will tell the website whether to use the FTIR library or -the Raman library to make the match.

-
-
-

Spectrum To Analyze

-

-

The spectra to analyze input specifies if the tool will match the -Uploaded spectra (unaltered by the inputs on the -Preprocess Spectra tab) or the Processed -Spectra (manipulated by the inputs in the Preprocess Spectra -Tab).

-
-
-

Region To Match

-

-

The region to match input specifies if the “Full Spectrum” will match -the entire range of the spectra (including non peak regions) in the -reference database. This is the most intuitive match. Or should the -Peaks Only match just the peak regions in the reference -database. This is an advanced feature proposed in Renner et al. (2017). -This can be a less intuitive approach but in cases where there are few -peaks and high baseline interference, it could be the best option. In -cases where non-peak regions are important for the interpretation of the -match, this is not the best approach.

-
-
-

Match Table

-

-

The selectable table shows the top material matches returned by the -tool, their Pearson’s r value, and the organization they were provided -by. When rows are selected their spectra are added to the match plot. -The spectrum being matched and reference library are determined by the -previously mentioned parameters. During the matching process, one final -cleaning step happens using a simple minimum subtraction algorithm -(Equation 2) which in many cases will allow unprocessed spectra to -remove subtle baseline, but will not harm the spectra which has no -baseline. Then, these aligned data are tested for correlation using the -Pearson’s r. The Pearson’s r is used as a match quality indicator and -the spectra from the top 1000 best matches are returned from the -library. You can restrict the libraries which are displayed in the table -by clicking the box that says All under the -Organization column.

-

Similarly you can restrict the range of Pearson's r values or search -for specific material types.

-\[\mathrm{for~each}~peak~group^{1,n}: x - -\mathrm{min}(x)\] -

-Equation 2: Minimum Subtraction -

-

The same table can be returned using the Open Specy library commands -in the R console.

-
# Fetch current spectral library from https://osf.io/x7dpz/
-get_lib()
-# Load library into global environment
-spec_lib <- load_lib()
-# Match spectrum with library and retrieve meta data
-match_spec(raman_bgc, library = spec_lib, which = "raman")
-
-
-

Selection Metadata

-

-

Whatever match is selected from the match table may have additional -metadata about it. That metadata will be displayed below the plot. Some -of this metadata may assist you in interpreting the spectra. For -example, if the spectra has metadata which says it is a liquid and you -are analyzing a solid particle, that spectrum may not be the best -match.

-

The R command for manual metadata selection using -sample_name == 5381 as example is:

-
find_spec(sample_name == 5381, library = spec_lib, which = "raman")
-
-
-

Match Plot

-

-

This plot is dynamically updated by selecting matches from the match -table. The red spectrum is the spectrum that you selected from the -reference library and the white spectrum is the spectrum that you are -trying to identify. Whenever a new dataset is uploaded, the plot and -data table in this tab will be updated. These plots can be saved as a -.png by clicking the camera button at the top of the plot.

-
-
-

How to interpret the reported matches

-

There are several important things to consider when interpreting a -spectral match including the library source, the Pearson’s r, and other -metrics.

-
-

The library source

-

When you click on a spectrum, all of the metadata that we have in -Open Specy about that source will be displayed in a metadata window -below to the matches table. Each library has different methodologies -used to develop it. It is useful to read up on the library sources from -the literature that they came from. E.g. Chabuka et al. 2020 focuses on -weathered plastics, so matching to it may suggest that your spectrum is -of a weathered polymer. Primpke et al. 2018 only has a spectral range up -to 2000, so some polymers may be difficult to differentiate with it. -Make sure to cite the libraries that you use during your search when you -publish your results. The authors were kind enough to make their data -open access so that it could be used in Open Specy and we should return -the favor by citing them.

-
-
-

Pearson’s r

-

Correlation values are used to identify the closest matches available -in the current Open Specy spectral libraries to improve material -identification and reduce sample processing times. Pearson’s r values -range from 0 - 1 with 0 being a completely different spectrum and 1 -being an exact match. Some general guidelines that we have observed from -using Open Specy. If no matches are > ~0.3 the material may require -additional processing or may not exist in the Open Specy library. -Correlation values are not the only metric you should use to assess your -spectra’s match to a material in the library, matches need to make -sense.

-
-
-

Things to consider beyond correlation

-

Peak position and height similarities are more important than -correlation and need to be assessed manually. Peak position correlates -with specific bond types. Peak height correlates to the concentration of -a compound. Therefore, peak height and peak position should match as -closely as possible to the matched spectrum. When there are peaks that -exist in the spectra you are trying to interpret that do not exist in -the match, there may be additional materials to identify. In this case, -restrict the preprocessing range to just the unidentified peak and try -to identify it as an additional component (see also https://www.compoundchem.com/2015/02/05/irspectroscopy/).

-

Also, check the match metadata to see if the match makes sense. -Example: A single fiber cannot be a “cotton blend” since there would be -no other fibers to make up the rest of the blend. Example: Cellophane -does not degrade into fibers, so a match for a fiber to cellophane -wouldn’t make sense. Example: You are analyzing a particle at room -temperature, but the matched material is liquid at room temperature. The -material may be a component of the particle but it cannot be the whole -particle.

-
-
-

How specific do you need to be in the material type of the -match?

-

You can choose to be specific about how you classify a substance -(e.g. polyester, cellophane) or more general (e.g. synthetic, -semi-synthetic, natural, etc.). The choice depends on your research -question. Using more general groups can speed up analysis time but will -decrease the information you have for interpretation. To identify -materials more generally, you can often clump the identities provided by -Open Specy to suit your needs. For example, matches to “polyester” and -“polypropylene” could be clumped to the category “plastic”.

-
-
-

How to differentiate between similar spectra?

-

One common challenge is differentiating between LDPE and HDPE. But, -even with a low resolution instrument (MacroRAM, 2 cm-1 -pixel-1), you can still see some differences. From a wide -view, these low, medium, and high density PE samples all look relatively -similar (figures courtesy of Bridget O'Donnell, Horiba Scientific):

-

-

But, a closer look at the 1450 cm-1 band reveals clear -differences:

-

-

When you overlay them, you start to see differences in other spectral -regions too:

-

-

So, the question is, how do we deal with samples that are very -similar with only subtle differences? Usually, researchers will use MVA -techniques after they’ve collected multiple reference spectra of known -samples (LDPE and HDPE in this case). They can then develop models and -apply them to distinguish between different types of PE. With a -reference database like Open Specy, this is complicated by the fact that -researchers are measuring samples on different instruments with -correspondingly different spectral responses and spectral resolutions. -That makes it even more difficult to accurately match definitively to -LDPE and HDPE as opposed to generic ‘PE’.

-

One possibility is to place more emphasis (from a computational -perspective) on the bands that show the most difference (the triplet at -1450 cm-1) by restricting the range used to match in Open -Specy.

-

The other, much simpler option is to just match any PE hit to generic -‘PE’ and not specifically HDPE or LDPE.

-

Another challenge is in differentiating between types of nylons. But, -Raman has a pretty easy time distinguishing nylons. These spectra were -recorded of a series of nylons and the differences are much more -distinguishable compared to the PE results above (nylon 6, 6-6, 6-9, -6-10, and 6-12 top to bottom):

-

-

The differences are even more pronounced when you overlay the -spectra:

-

-
-
-

What to do when matches aren’t making sense

-
    -
  1. Double check that the baseline correction and smoothing parameters -result in the best preprocessing of the data.
    2. -
  2. Try reprocessing your spectrum, but limit it to specific peak -regions with a higher signal to noise ratio.
    3. -
  3. Restrict the spectral range to include or exclude questionable peaks -or peaks that were not present in the previous matches.
    4. -
  4. Restrict the spectral range to exclude things like CO2 -(2200 cm-1) or H2O (~1600 cm-1) in -spikes in the IR spectrum.
    5. -
  5. If nothing above works to determine a quality match, you may need to -measure the spectrum of your material again or use another spectral -analysis tool.
    6. -
-
-
-
-
-

Mini Tutorials

-
-

File Conversion in SpectraGryph to Open Specy Accepted Format

-
    -

  1. Download Spectragryph from https://www.effemm2.de/spectragryph/down.html

    2. -

  2. Open Spectragryph and upload your file by dragging and dropping -it into the console.

    3. -
-

-
    -
  1. Click File, Save/export data, save data as, and save it as an spc -file. ¸
    2. -
-

-
    -
  1. Then upload that .spc file to Open Specy.
    2. -
-

-
-
-

Conceptual diagram of data flow through Open Specy

-

-
-
-
-

References

-

Chabuka BK, Kalivas JH (2020). “Application of a Hybrid Fusion -Classification Process for Identification of Microplastics Based on -Fourier Transform Infrared Spectroscopy.” Applied Spectroscopy, -74(9), 1167–1183. doi: 10.1177/0003702820923993.

-

Cowger W, Gray A, Christiansen SH, Christiansen SH, Christiansen SH, -De Frond H, Deshpande AD, Hemabessiere L, Lee E, Mill L, et al. (2020). -“Critical Review of Processing and Classification Techniques for Images -and Spectra in Microplastic Research.” Applied Spectroscopy, -74(9), 989–1010. doi: 10.1177/0003702820929064.

-

Cowger W, Steinmetz Z, Gray A, Munno K, Lynch J, Hapich H, Primpke S, -De Frond H, Rochman C, Herodotou O (2021). “Microplastic Spectral -Classification Needs an Open Source Community: Open Specy to the -Rescue!” Analytical Chemistry, 93(21), -7543–7548. doi: 10.1021/acs.analchem.1c00123.

-

Primpke S, Wirth M, Lorenz C, Gerdts G (2018). “Reference Database -Design for the Automated Analysis of Microplastic Samples Based on -Fourier Transform Infrared (FTIR) Spectroscopy.” Analytical and -Bioanalytical Chemistry, 410(21), 5131–5141. doi: -10.1007/s00216-018-1156-x.

-

Renner G, Schmidt TC, Schram J (2017). “A New Chemometric Approach -for Automatic Identification of Microplastics from Environmental -Compartments Based on FT-IR Spectroscopy.” Analytical -Chemistry, 89(22), 12045–12053. doi: 10.1021/acs.analchem.7b02472.

-

Savitzky A, Golay MJ (1964). “Smoothing and Differentiation of Data -by Simplified Least Squares Procedures.” Analytical Chemistry, -36(8), 1627–1639.

-

Zhao J, Lui H, McLean DI, Zeng H (2007). “Automated Autofluorescence -Background Subtraction Algorithm for Biomedical Raman Spectroscopy.” -Applied Spectroscopy, 61(11), 1225–1232. doi: -10.1366/000370207782597003.

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b/vignettes/selectionmetadata.jpg similarity index 100% rename from vignettes/images/selectionmetadata.jpg rename to vignettes/selectionmetadata.jpg diff --git a/vignettes/images/sharemetadata.jpg b/vignettes/sharemetadata.jpg similarity index 100% rename from vignettes/images/sharemetadata.jpg rename to vignettes/sharemetadata.jpg diff --git a/vignettes/images/smoothing.jpg b/vignettes/smoothing.jpg similarity index 100% rename from vignettes/images/smoothing.jpg rename to vignettes/smoothing.jpg diff --git a/vignettes/images/smoothingpoly.jpg b/vignettes/smoothingpoly.jpg similarity index 100% rename from vignettes/images/smoothingpoly.jpg rename to vignettes/smoothingpoly.jpg diff --git a/vignettes/sop.Rmd b/vignettes/sop.Rmd index 15e98411..decabf3b 100644 --- a/vignettes/sop.Rmd +++ b/vignettes/sop.Rmd @@ -57,7 +57,7 @@ run_app() Then click the **Upload File** tab at the top of the page. ```{r, fig.align="center", out.width="98%", echo=FALSE} -knitr::include_graphics("images/mainpage.jpg") +knitr::include_graphics("mainpage.jpg") ``` Accessibility is extremely important to us and we are making strives to improve @@ -69,13 +69,13 @@ easily translate the app. We know that not all languages will be fully supported but we will continue to try and improve the translations. ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/googletranslate.jpg") +knitr::include_graphics("googletranslate.jpg") ``` ## Download a test dataset ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/samplefile.jpg") +knitr::include_graphics("samplefile.jpg") ``` If you don't have your own data to use right away, that is ok. You can @@ -92,7 +92,7 @@ data("raman_hdpe") ## Choose whether to share your uploaded data or not ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/uploadfile.jpg") +knitr::include_graphics("uploadfile.jpg") ``` Before uploading, indicate if you would like to share the @@ -165,7 +165,7 @@ from the **Intensity Adjustment** selection. ## Intensity Adjustment ```{r, fig.align='center', echo=FALSE} -knitr::include_graphics("images/intensityadjustment.jpg") +knitr::include_graphics("intensityadjustment.jpg") ``` Open Specy assumes that intensity units are in absorbance units but @@ -191,7 +191,7 @@ head(raman_adj) ## Share metadata on known spectra ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/metadatainput.jpg") +knitr::include_graphics("metadatainput.jpg") ``` To share metadata about your spectrum, click the metadata input button. @@ -210,7 +210,7 @@ and metadata is sent to an [open-access online repository](https://osf.io/rjg3c/). ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/sharemetadata.jpg") +knitr::include_graphics("sharemetadata.jpg") ``` All inputs from the metadata (described below) are input to a @@ -249,7 +249,7 @@ your parameters for processing the spectrum. ## Preprocess Spectra Plot ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/preprocessplot.png") +knitr::include_graphics("preprocessplot.png") ``` The preprocess spectra plot shows the uploaded spectra in comparison to @@ -262,7 +262,7 @@ high intensities and non-peak regions should have low intensities. ## Preprocessing Tools ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/smoothing.jpg") +knitr::include_graphics("smoothing.jpg") ``` When the slider is green for the tool type, that means that that tool is being @@ -270,7 +270,7 @@ used to preprocess the spectrum. If the slider is clicked blank, the cog button to the right will disappear to indicate that the tool is no longer being used. ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/deselection.jpg") +knitr::include_graphics("deselection.jpg") ``` If the cog button is clicked, any functions associated with that tool will be @@ -279,7 +279,7 @@ displayed and can be manipulated to process the spectrum. ## Smoothing Polynomial ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/smoothingpoly.jpg") +knitr::include_graphics("smoothingpoly.jpg") ``` The first step of the Open Specy preprocessing routing is spectral @@ -338,7 +338,7 @@ head(raman_smooth) ## Baseline Correction Polynomial ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/baselinecorrectionpoly.jpg") +knitr::include_graphics("baselinecorrectionpoly.jpg") ``` The second step of Open Specy's preprocessing routine is baseline @@ -387,7 +387,7 @@ head(raman_bgc) ## Spectral Range ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/rangeselection.jpg") +knitr::include_graphics("rangeselection.jpg") ``` The final step of preprocessing is restricting the spectral range. @@ -405,7 +405,7 @@ removing noise and influence from less relevant spectral data. ## Download Data ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/download.jpg") +knitr::include_graphics("download.jpg") ``` After you have the preprocessing parameters set, we recommend that you @@ -431,7 +431,7 @@ parameters below. ## Spectrum Type ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/spectrumtype.jpg") +knitr::include_graphics("spectrumtype.jpg") ``` The spectra type input on the "Match spectra" tab specifies the type of @@ -442,7 +442,7 @@ the Raman library to make the match. ## Spectrum To Analyze ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/spectrumtoanalyze.jpg") +knitr::include_graphics("spectrumtoanalyze.jpg") ``` The spectra to analyze input specifies if the tool will match the @@ -453,7 +453,7 @@ Preprocess Spectra Tab). ## Region To Match ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/regiontomatch.jpg") +knitr::include_graphics("regiontomatch.jpg") ``` The region to match input specifies if the "Full Spectrum" will match @@ -469,7 +469,7 @@ interpretation of the match, this is not the best approach. ## Match Table ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/matches.jpg") +knitr::include_graphics("matches.jpg") ``` The selectable table shows the top material matches returned by the tool, @@ -507,7 +507,7 @@ match_spec(raman_bgc, library = spec_lib, which = "raman") ## Selection Metadata ```{r, fig.align="center", out.width="98%", echo=FALSE} -knitr::include_graphics("images/selectionmetadata.jpg") +knitr::include_graphics("selectionmetadata.jpg") ``` Whatever match is selected from the match table may have additional @@ -526,7 +526,7 @@ find_spec(sample_name == 5381, library = spec_lib, which = "raman") ## Match Plot ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/matchplot.png") +knitr::include_graphics("matchplot.png") ``` This plot is dynamically updated by selecting matches from the match @@ -615,21 +615,21 @@ these low, medium, and high density PE samples all look relatively similar (figures courtesy of Bridget O\'Donnell, Horiba Scientific): ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/horiba-1.png") +knitr::include_graphics("horiba-1.png") ``` But, a closer look at the 1450 cm^-1^ band reveals clear differences: ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/horiba-2.png") +knitr::include_graphics("horiba-2.png") ``` When you overlay them, you start to see differences in other spectral regions too: ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/horiba-3.png") +knitr::include_graphics("horiba-3.png") ``` So, the question is, how do we deal with samples that are very similar @@ -659,14 +659,14 @@ distinguishable compared to the PE results above (nylon 6, 6-6, 6-9, bottom): ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/horiba-4.png") +knitr::include_graphics("horiba-4.png") ``` The differences are even more pronounced when you overlay the spectra: ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/horiba-5.png") +knitr::include_graphics("horiba-5.png") ``` ### What to do when matches aren't making sense @@ -694,26 +694,26 @@ knitr::include_graphics("images/horiba-5.png") into the console. ```{r, fig.align="center", out.width="98%", echo=FALSE} -knitr::include_graphics("images/spectragryph-1.png") +knitr::include_graphics("spectragryph-1.png") ``` 3. Click File, Save/export data, save data as, and save it as an spc file. ¸ ```{r, fig.align="center", out.width="98%", echo=FALSE} -knitr::include_graphics("images/spectragryph-2.png") +knitr::include_graphics("spectragryph-2.png") ``` 4. Then upload that .spc file to Open Specy. ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/uploadfile.jpg") +knitr::include_graphics("uploadfile.jpg") ``` ## Conceptual diagram of data flow through Open Specy ```{r, fig.align="center", echo=FALSE} -knitr::include_graphics("images/flowchart.png") +knitr::include_graphics("flowchart.png") ``` # References diff --git a/vignettes/sop.html b/vignettes/sop.html deleted file mode 100644 index a1445a82..00000000 --- a/vignettes/sop.html +++ /dev/null @@ -1,981 +0,0 @@ - - - - - - - - - - - - - - - -Standard Operating Procedure - - - - - - - - - - - - - - - - - - - - - - - - - - -

Standard Operating Procedure

-

Jessica Meyers, Jeremy Conkle, Win Cowger, -Zacharias Steinmetz, Andrew Gray, Chelsea Rochman, Sebastian Primpke, -Jennifer Lynch, Hannah Hapich, Hannah De Frond, Keenan Munno, Bridget -O’Donnell

-

2022-10-27

- - - -

Open Specy Raman and (FT)IR spectral analysis tool for plastic -particles and other environmental samples. Supported features include -reading spectral data files (.asp, .csv, .jdx, .spc, .spa, .0), -smoothing spectral intensities with smooth_intens(), -correcting background with subtr_bg(), and identifying -spectra using an onboard reference library. Analyzed spectra can be -shared with the Open Specy community. A Shiny app is available via -run_app() or online at https://openanalysis.org/openspecy/.

-

This document outlines a common workflow for using Open Specy and -highlights some topics that users are often requesting a tutorial on. If -the document is followed sequentially from beginning to end, the user -will have a better understanding of every procedure involved in using -Open Specy as a tool for interpreting spectra. It takes approximately 45 -minutes to read through and follow along with this standard operating -procedure the first time. Afterward, knowledgeable users should be able -to thoroughly analyze individual spectra at an average speed of 1 -min-1.

-
-

Getting started

-
library(OpenSpecy)
-
-
-

Viewing and Sharing Spectra

-

To get started with the Open Specy user interface, access https://openanalysis.org/openspecy/ -or start the Shiny GUI directly from R typing

-
run_app()
-

Then click the Upload File tab at the top of the -page.

-

-

Accessibility is extremely important to us and we are making strives -to improve the accessibility of Open Specy for all spectroscopists. -Please reach out if you have ideas for improvement.

-

We added a Google translate plugin to all pages in the app so that -you can easily translate the app. We know that not all languages will be -fully supported but we will continue to try and improve the -translations.

-

-
-

Download a test dataset

-

-

If you don’t have your own data to use right away, that is ok. You -can download test data to try out the tool by clicking on the test data -button. A .csv file of HDPE Raman spectrum will download on your -computer. This file can also be used as a template for formatting .csv -data into an Open Specy accepted format. The following line of code does -the same:

-
data("raman_hdpe")
-
-
-

Choose whether to share your uploaded data or not

-

-

Before uploading, indicate if you would like to share the uploaded -data or not using the slider. If selected, any data uploaded to the tool -will automatically be shared under CC-BY 4.0 -license and will be available for researchers and other ventures to -use to improve spectral analysis, build machine learning tools, etc. -Some users may choose not to share if they need to keep their data -private. If switched off, none of the uploaded data will be stored or -shared in Open Specy.

-
-
-

Upload/Read Data

-

Open Specy allows for upload of .csv, .asp, .jdx, .0, .spc, and .spa -files. .csv files should always load correctly but the other file types -are still in beta development, though most of the time these files work -perfectly. It is best practice to cross check files in the proprietary -software they came from and Open Specy before use in Open Specy. Due to -the complexity of these file types, we haven’t been able to make them -fully compatible yet. If your file is not working, please contact the -administrator and share the file so that we can get it to work.

-

For the most consistent results, files should be converted to .csv -format before uploading to Open Specy. The specific steps to converting -your instrument’s native files to .csv can be found in its software -manual or you can check out Spectragryph, which -supports many spectral file conversions (see Mini Tutorial section: File -conversion in Spectragryph to Open Specy accepted format).

-

If uploading a .csv file, label the column with the wavenumbers -wavenumber and name the column with the intensities -intensity.

- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
Sample data raman_hdpe
wavenumberintensity
301.04026
304.63250
308.22148
311.81045
315.39846
318.98342
-

Wavenumber units must be cm-1. Any other columns are not -used by the software. Always keep a copy of the original file before -alteration to preserve metadata and raw data for your records.

-

To upload data, click Browse and choose one of your -files to upload, or drag and drop your file into the gray box. At this -time you can only upload one file at a time.

-

Upon upload and throughout the analysis, intensity values are min-max -normalized (Equation 1).

-\[\frac{x - \mathrm{min}(x)}{\mathrm{min}(x) -- \mathrm{max}(x)}\] -

-Equation 1: Max-Min Normalization -

-

The following R functions from the Open Specy package will also read -in spectral data accordingly:

-
read_text(".csv")
-read_asp(".asp")
-read_opus(".0")
-
-
-

Viewing Spectra Plot

-

After spectral data are uploaded, it will appear in the main window. -This plot is selectable, zoomable, and provides information on hover. -You can also save a .png file of the plot view using the camera icon at -the top right when you hover over the plot. This plot will change the -view based on updates from the Intensity Adjustment -selection.

-
-
-

Intensity Adjustment

-

-

Open Specy assumes that intensity units are in absorbance units but -Open Specy can adjust reflectance or transmittance spectra to absorbance -units using this selection in the upload file tab. The transmittance -adjustment uses the \(\log_{10} 1/T\) -calculation which does not correct for system or particle -characteristics. The reflectance adjustment use the Kubelka-Munk -equation \(\frac{(1-R)^2}{2R}\). If -none is selected, Open Specy assumes that the uploaded data is an -absorbance spectrum and does not apply an adjustment.

-

This is the respective R code:

-
library(magrittr)
-
-raman_adj <- raman_hdpe %>%
-  adj_intens()
-
-head(raman_adj)
-#>    wavenumber  intensity
-#> 1:    301.040 0.00000000
-#> 2:    304.632 0.03037975
-#> 3:    308.221 0.02784810
-#> 4:    311.810 0.02405063
-#> 5:    315.398 0.02531646
-#> 6:    318.983 0.02025316
-
-
-

Share metadata on known spectra

-

-

To share metadata about your spectrum, click the metadata input -button. When sharing data, please provide as much metadata as you can. -Metadata helps make shared data as useful as possible. Metadata inputs -each have examples provided in the input. The examples disappear when -the box is clicked and will not be saved if nothing is input by the -user. Mandatory inputs are marked with a red asterisk. If these inputs -are not filled, the data will be considered uninterpretable and will be -discarded. Inputs left blank will be left blank in the metadata sheet -and interpreted as “unknown” or “not applicable”. To share metadata, -click the share data button at the bottom of the metadata inputs.

-

When the user clicks the Share Data button their -current uploaded data and metadata is sent to an open-access online repository.

-

-

All inputs from the metadata (described below) are input to a -metadata sheet. The metadata sheet is given the same unique name as the -data, but it ends with “_form”. The exact same data is saved as would be -downloaded using the download data button (described below). All high -quality uploaded data with metadata will eventually be reviewed by -spectroscopy experts and added to the internal library if it passes -review. If multiple files are going to be uploaded with metadata, the -cells will also stay filled with the last input after the share data -button is clicked. Just upload the next dataset and change the metadata -inputs that are different. If more than 50 files will be shared at once, -you can contact the website administrator to get a bulk upload sheet for -more rapid upload.

-

Type

-
share_spec(raman_hdpe,
-           metadata = c(user_name = "Win Cowger",
-                        contact_info = "wincowger@gmail.com",
-                        spectrum_type = "Raman",
-                        spectrum_identity = "HDPE")
-           )
-

to share your spectral data from the R console.

-
-
-
-

Preprocessing

-

After uploading data, you can preprocess the data using baseline -correction, smoothing, and range selection and save your preprocessed -data. Go to the Preprocess Spectrum tab to select your -parameters for processing the spectrum.

-
-

Preprocess Spectra Plot

-

-

The preprocess spectra plot shows the uploaded spectra in comparison -to the processed spectra that has been processed using the processing -inputs on the page. It will automatically update with any new slider -inputs. This allows the user to tune the inputs to optimize the signal -to noise ratio. The goal with preprocessing is to make peak regions have -high intensities and non-peak regions should have low intensities.

-
-
-

Preprocessing Tools

-

-

When the slider is green for the tool type, that means that that tool -is being used to preprocess the spectrum. If the slider is clicked -blank, the cog button to the right will disappear to indicate that the -tool is no longer being used.

-

-

If the cog button is clicked, any functions associated with that tool -will be displayed and can be manipulated to process the spectrum.

-
-
-

Smoothing Polynomial

-

-

The first step of the Open Specy preprocessing routing is spectral -smoothing. The goal of this function is to increase the signal to noise -ratio (S/N) without distorting the shape or relative size of the peaks. -The value on the slider is the polynomial order of the Savitzky-Golay -(SG) filter. The SG filter is fit to a moving window of 11 data -points where the center point in the window is replaced with the -polynomial estimate. The number of data points in the window is not user -adjustable. Higher numbers lead to more wiggly fits and thus less -smooth, lower numbers lead to more smooth fits, a 7th order polynomial -will make the spectrum have almost no smoothing. If smoothing is set to -0 then no smoothing is conducted on the spectrum. When smoothing is done -well, peak shapes and relative heights should not change. Typically a -3rd order polynomial (3 on the slider) works to increase the signal to -noise without distortion, but if the spectrum is noisy, decrease -polynomial order and if it is already smooth, increase the polynomial -order to the maximum (7). Examples of smoothing below:

-
- -

Sample raman_hdpe spectrum with -different smoothing polynomials (p) from Cowger et al. (2020).

-
-

The different degrees of smoothing were achieved with the following R -commands:

-
smooth_intens(raman_hdpe, p = 1)
-smooth_intens(raman_hdpe, p = 4)
-

The intensity-adjusted sample spectrum raman_adj is -smoothed accordingly:

-
raman_smooth <- raman_adj %>% 
-  smooth_intens()
-
-head(raman_smooth)
-#>    wavenumber  intensity
-#> 1:    301.040 0.00000000
-#> 2:    304.632 0.01568318
-#> 3:    308.221 0.02461353
-#> 4:    311.810 0.02828915
-#> 5:    315.398 0.02820811
-#> 6:    318.983 0.02586852
-
-
-

Baseline Correction Polynomial

-

-

The second step of Open Specy’s preprocessing routine is baseline -correction. The goal of baseline correction is to get all non-peak -regions of the spectra to zero absorbance. The higher the polynomial -order, the more wiggly the fit to the baseline. If the baseline is not -very wiggly, a more wiggly fit could remove peaks which is not desired. -The baseline correction algorithm used in Open Specy is called -“iModPolyfit” (Zhao et al. 2007). This algorithm iteratively fits -polynomial equations of the specified order to the whole spectrum. -During the first fit iteration, peak regions will often be above the -baseline fit. The data in the peak region is removed from the fit to -make sure that the baseline is less likely to fit to the peaks. The -iterative fitting terminates once the difference between the new and -previous fit is small. An example of a good baseline fit below.

-
- -

Sample raman_hdpe spectrum with -different degrees of background subtraction (Cowger et al., 2020).

-
-

The smoothed sample spectrum raman_smooth is -background-corrected as follows:

-
raman_bgc <- raman_smooth %>% 
-  subtr_bg()
-
-head(raman_bgc)
-#>    wavenumber   intensity
-#> 1:    301.040 0.000000000
-#> 2:    304.632 0.000000000
-#> 3:    308.221 0.006298355
-#> 4:    311.810 0.008146146
-#> 5:    315.398 0.007025667
-#> 6:    318.983 0.004412447
-
-
-

Spectral Range

-

-

The final step of preprocessing is restricting the spectral range. -Sometimes the instrument operates with high noise at the ends of the -spectrum and sometimes the baseline fit can produce distortions at the -ends of the spectrum, both can be removed using this routine. You should -look into the signal to noise ratio of your specific instrument by -wavelength to determine what wavelength ranges to use. Distortions due -to baseline fit can be assessed from looking at the preprocess spectra -plot. Additionally, you can restrict the range to examine a single peak -or a subset of peaks of interests. This function allows users to isolate -peaks of interest for matching, while removing noise and influence from -less relevant spectral data.

-
-
-

Download Data

-

-

After you have the preprocessing parameters set, we recommend that -you download the preprocessed data for your records. The download data -button will append the uploaded data to three columns created by the -preprocessing parameters. “Wavelength” and “Absorbance” are columns from -the data uploaded by the user. “NormalizedIntensity” is the max-min -normalized value (Equation 1) of the “Absorbance”. “Smoothed” is the -Savitzky-Golay filter specified by the slider explained above. -“BaselineRemoved” is the smoothed and baseline corrected value that is -visible on the center plot.

-
-
-
-

Matching

-

After uploading data and preprocessing it (if desired) you can now -identify the spectrum. To identify the spectrum go to the Match -Spectrum tab.

-

You will see your spectrum and the top matches, but before looking at -matches, you need to check the three selectable parameters below.

-
-

Spectrum Type

-

-

The spectra type input on the “Match spectra” tab specifies the type -of spectra (Raman or FTIR) that the user has uploaded and wants to match -to. This input will tell the website whether to use the FTIR library or -the Raman library to make the match.

-
-
-

Spectrum To Analyze

-

-

The spectra to analyze input specifies if the tool will match the -Uploaded spectra (unaltered by the inputs on the -Preprocess Spectra tab) or the Processed -Spectra (manipulated by the inputs in the Preprocess Spectra -Tab).

-
-
-

Region To Match

-

-

The region to match input specifies if the “Full Spectrum” will match -the entire range of the spectra (including non peak regions) in the -reference database. This is the most intuitive match. Or should the -Peaks Only match just the peak regions in the reference -database. This is an advanced feature proposed in Renner et al. (2017). -This can be a less intuitive approach but in cases where there are few -peaks and high baseline interference, it could be the best option. In -cases where non-peak regions are important for the interpretation of the -match, this is not the best approach.

-
-
-

Match Table

-

-

The selectable table shows the top material matches returned by the -tool, their Pearson’s r value, and the organization they were provided -by. When rows are selected their spectra are added to the match plot. -The spectrum being matched and reference library are determined by the -previously mentioned parameters. During the matching process, one final -cleaning step happens using a simple minimum subtraction algorithm -(Equation 2) which in many cases will allow unprocessed spectra to -remove subtle baseline, but will not harm the spectra which has no -baseline. Then, these aligned data are tested for correlation using the -Pearson’s r. The Pearson’s r is used as a match quality indicator and -the spectra from the top 1000 best matches are returned from the -library. You can restrict the libraries which are displayed in the table -by clicking the box that says All under the -Organization column.

-

Similarly you can restrict the range of Pearson's r values or search -for specific material types.

-\[\mathrm{for~each}~peak~group^{1,n}: x - -\mathrm{min}(x)\] -

-Equation 2: Minimum Subtraction -

-

The same table can be returned using the Open Specy library commands -in the R console.

-
# Fetch current spectral library from https://osf.io/x7dpz/
-get_lib()
-# Load library into global environment
-spec_lib <- load_lib()
-# Match spectrum with library and retrieve meta data
-match_spec(raman_bgc, library = spec_lib, which = "raman")
-
-
-

Selection Metadata

-

-

Whatever match is selected from the match table may have additional -metadata about it. That metadata will be displayed below the plot. Some -of this metadata may assist you in interpreting the spectra. For -example, if the spectra has metadata which says it is a liquid and you -are analyzing a solid particle, that spectrum may not be the best -match.

-

The R command for manual metadata selection using -sample_name == 5381 as example is:

-
find_spec(sample_name == 5381, library = spec_lib, which = "raman")
-
-
-

Match Plot

-

-

This plot is dynamically updated by selecting matches from the match -table. The red spectrum is the spectrum that you selected from the -reference library and the white spectrum is the spectrum that you are -trying to identify. Whenever a new dataset is uploaded, the plot and -data table in this tab will be updated. These plots can be saved as a -.png by clicking the camera button at the top of the plot.

-
-
-

How to interpret the reported matches

-

There are several important things to consider when interpreting a -spectral match including the library source, the Pearson’s r, and other -metrics.

-
-

The library source

-

When you click on a spectrum, all of the metadata that we have in -Open Specy about that source will be displayed in a metadata window -below to the matches table. Each library has different methodologies -used to develop it. It is useful to read up on the library sources from -the literature that they came from. E.g. Chabuka et al. 2020 focuses on -weathered plastics, so matching to it may suggest that your spectrum is -of a weathered polymer. Primpke et al. 2018 only has a spectral range up -to 2000, so some polymers may be difficult to differentiate with it. -Make sure to cite the libraries that you use during your search when you -publish your results. The authors were kind enough to make their data -open access so that it could be used in Open Specy and we should return -the favor by citing them.

-
-
-

Pearson’s r

-

Correlation values are used to identify the closest matches available -in the current Open Specy spectral libraries to improve material -identification and reduce sample processing times. Pearson’s r values -range from 0 - 1 with 0 being a completely different spectrum and 1 -being an exact match. Some general guidelines that we have observed from -using Open Specy. If no matches are > ~0.3 the material may require -additional processing or may not exist in the Open Specy library. -Correlation values are not the only metric you should use to assess your -spectra’s match to a material in the library, matches need to make -sense.

-
-
-

Things to consider beyond correlation

-

Peak position and height similarities are more important than -correlation and need to be assessed manually. Peak position correlates -with specific bond types. Peak height correlates to the concentration of -a compound. Therefore, peak height and peak position should match as -closely as possible to the matched spectrum. When there are peaks that -exist in the spectra you are trying to interpret that do not exist in -the match, there may be additional materials to identify. In this case, -restrict the preprocessing range to just the unidentified peak and try -to identify it as an additional component (see also https://www.compoundchem.com/2015/02/05/irspectroscopy/).

-

Also, check the match metadata to see if the match makes sense. -Example: A single fiber cannot be a “cotton blend” since there would be -no other fibers to make up the rest of the blend. Example: Cellophane -does not degrade into fibers, so a match for a fiber to cellophane -wouldn’t make sense. Example: You are analyzing a particle at room -temperature, but the matched material is liquid at room temperature. The -material may be a component of the particle but it cannot be the whole -particle.

-
-
-

How specific do you need to be in the material type of the -match?

-

You can choose to be specific about how you classify a substance -(e.g. polyester, cellophane) or more general (e.g. synthetic, -semi-synthetic, natural, etc.). The choice depends on your research -question. Using more general groups can speed up analysis time but will -decrease the information you have for interpretation. To identify -materials more generally, you can often clump the identities provided by -Open Specy to suit your needs. For example, matches to “polyester” and -“polypropylene” could be clumped to the category “plastic”.

-
-
-

How to differentiate between similar spectra?

-

One common challenge is differentiating between LDPE and HDPE. But, -even with a low resolution instrument (MacroRAM, 2 cm-1 -pixel-1), you can still see some differences. From a wide -view, these low, medium, and high density PE samples all look relatively -similar (figures courtesy of Bridget O'Donnell, Horiba Scientific):

-

-

But, a closer look at the 1450 cm-1 band reveals clear -differences:

-

-

When you overlay them, you start to see differences in other spectral -regions too:

-

-

So, the question is, how do we deal with samples that are very -similar with only subtle differences? Usually, researchers will use MVA -techniques after they’ve collected multiple reference spectra of known -samples (LDPE and HDPE in this case). They can then develop models and -apply them to distinguish between different types of PE. With a -reference database like Open Specy, this is complicated by the fact that -researchers are measuring samples on different instruments with -correspondingly different spectral responses and spectral resolutions. -That makes it even more difficult to accurately match definitively to -LDPE and HDPE as opposed to generic ‘PE’.

-

One possibility is to place more emphasis (from a computational -perspective) on the bands that show the most difference (the triplet at -1450 cm-1) by restricting the range used to match in Open -Specy.

-

The other, much simpler option is to just match any PE hit to generic -‘PE’ and not specifically HDPE or LDPE.

-

Another challenge is in differentiating between types of nylons. But, -Raman has a pretty easy time distinguishing nylons. These spectra were -recorded of a series of nylons and the differences are much more -distinguishable compared to the PE results above (nylon 6, 6-6, 6-9, -6-10, and 6-12 top to bottom):

-

-

The differences are even more pronounced when you overlay the -spectra:

-

-
-
-

What to do when matches aren’t making sense

-
    -
  1. Double check that the baseline correction and smoothing parameters -result in the best preprocessing of the data.
    2. -
  2. Try reprocessing your spectrum, but limit it to specific peak -regions with a higher signal to noise ratio.
    3. -
  3. Restrict the spectral range to include or exclude questionable peaks -or peaks that were not present in the previous matches.
    4. -
  4. Restrict the spectral range to exclude things like CO2 -(2200 cm-1) or H2O (~1600 cm-1) in -spikes in the IR spectrum.
    5. -
  5. If nothing above works to determine a quality match, you may need to -measure the spectrum of your material again or use another spectral -analysis tool.
    6. -
-
-
-
-
-

Mini Tutorials

-
-

File Conversion in SpectraGryph to Open Specy Accepted Format

-
    -

  1. Download Spectragryph from https://www.effemm2.de/spectragryph/down.html

    2. -

  2. Open Spectragryph and upload your file by dragging and dropping -it into the console.

    3. -
-

-
    -
  1. Click File, Save/export data, save data as, and save it as an spc -file. ¸
    2. -
-

-
    -
  1. Then upload that .spc file to Open Specy.
    2. -
-

-
-
-

Conceptual diagram of data flow through Open Specy

-

-
-
-
-

References

-

Chabuka BK, Kalivas JH (2020). “Application of a Hybrid Fusion -Classification Process for Identification of Microplastics Based on -Fourier Transform Infrared Spectroscopy.” Applied Spectroscopy, -74(9), 1167–1183. doi: 10.1177/0003702820923993.

-

Cowger W, Gray A, Christiansen SH, Christiansen SH, Christiansen SH, -De Frond H, Deshpande AD, Hemabessiere L, Lee E, Mill L, et al. (2020). -“Critical Review of Processing and Classification Techniques for Images -and Spectra in Microplastic Research.” Applied Spectroscopy, -74(9), 989–1010. doi: 10.1177/0003702820929064.

-

Cowger W, Steinmetz Z, Gray A, Munno K, Lynch J, Hapich H, Primpke S, -De Frond H, Rochman C, Herodotou O (2021). “Microplastic Spectral -Classification Needs an Open Source Community: Open Specy to the -Rescue!” Analytical Chemistry, 93(21), -7543–7548. doi: 10.1021/acs.analchem.1c00123.

-

Primpke S, Wirth M, Lorenz C, Gerdts G (2018). “Reference Database -Design for the Automated Analysis of Microplastic Samples Based on -Fourier Transform Infrared (FTIR) Spectroscopy.” Analytical and -Bioanalytical Chemistry, 410(21), 5131–5141. doi: -10.1007/s00216-018-1156-x.

-

Renner G, Schmidt TC, Schram J (2017). “A New Chemometric Approach -for Automatic Identification of Microplastics from Environmental -Compartments Based on FT-IR Spectroscopy.” Analytical -Chemistry, 89(22), 12045–12053. doi: 10.1021/acs.analchem.7b02472.

-

Savitzky A, Golay MJ (1964). “Smoothing and Differentiation of Data -by Simplified Least Squares Procedures.” Analytical Chemistry, -36(8), 1627–1639.

-

Zhao J, Lui H, McLean DI, Zeng H (2007). “Automated Autofluorescence -Background Subtraction Algorithm for Biomedical Raman Spectroscopy.” -Applied Spectroscopy, 61(11), 1225–1232. doi: -10.1366/000370207782597003.

-
- - - - - - - - - - - diff --git a/vignettes/images/spectragryph-1.png b/vignettes/spectragryph-1.png similarity index 100% rename from vignettes/images/spectragryph-1.png rename to vignettes/spectragryph-1.png diff --git a/vignettes/images/spectragryph-2.png b/vignettes/spectragryph-2.png similarity index 100% rename from vignettes/images/spectragryph-2.png rename to vignettes/spectragryph-2.png diff --git a/vignettes/images/spectrumtoanalyze.jpg b/vignettes/spectrumtoanalyze.jpg similarity index 100% rename from vignettes/images/spectrumtoanalyze.jpg rename to vignettes/spectrumtoanalyze.jpg diff --git a/vignettes/images/spectrumtype.jpg b/vignettes/spectrumtype.jpg similarity index 100% rename from vignettes/images/spectrumtype.jpg rename to vignettes/spectrumtype.jpg diff --git a/vignettes/images/toolexample.jpg b/vignettes/toolexample.jpg similarity index 100% rename from vignettes/images/toolexample.jpg rename to vignettes/toolexample.jpg diff --git a/vignettes/images/uploadfile.jpg b/vignettes/uploadfile.jpg similarity index 100% rename from vignettes/images/uploadfile.jpg rename to vignettes/uploadfile.jpg From 3db2828e508c4953cf402fa738dfcd9af65759e9 Mon Sep 17 00:00:00 2001 From: "Win Cowger, PhD" Date: Fri, 23 Dec 2022 08:08:33 -0500 Subject: [PATCH 21/35] add auto --- _pkgdown.yml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/_pkgdown.yml b/_pkgdown.yml index c4c150e4..c27a0f6c 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -1,4 +1,5 @@ url: http://wincowger.com/OpenSpecy-package/ template: bootstrap: 5 - +development: + mode: auto From 862e1458342f64fda3b4b54e6c5c2125267eb4fb Mon Sep 17 00:00:00 2001 From: "Win Cowger, PhD" Date: Fri, 23 Dec 2022 08:38:58 -0500 Subject: [PATCH 22/35] stop ignoring doc --- .gitignore | 2 +- _pkgdown.yml | 1 + 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index a5fff210..8fff916c 100644 --- a/.gitignore +++ b/.gitignore @@ -55,4 +55,4 @@ docs/ # ignore old datasets but don't remove inst/shiny/ -docs +#docs diff --git a/_pkgdown.yml b/_pkgdown.yml index c27a0f6c..1e2794d7 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -3,3 +3,4 @@ template: bootstrap: 5 development: mode: auto + From 1cb46d28abfa4c7dc33ec1990f6864e3ef559f80 Mon Sep 17 00:00:00 2001 From: "Win Cowger, PhD" Date: Fri, 23 Dec 2022 08:39:27 -0500 Subject: [PATCH 23/35] testing --- docs/.nojekyll | 1 + docs/404.html | 96 + docs/LICENSE.html | 198 + docs/articles/baselinecorrectionpoly.jpg | Bin 0 -> 23589 bytes docs/articles/deselection.jpg | Bin 0 -> 10914 bytes docs/articles/download.jpg | Bin 0 -> 14291 bytes docs/articles/flowchart.png | Bin 0 -> 47000 bytes docs/articles/googletranslate.jpg | Bin 0 -> 13483 bytes docs/articles/horiba-1.png | Bin 0 -> 38803 bytes docs/articles/horiba-2.png | Bin 0 -> 45065 bytes docs/articles/horiba-3.png | Bin 0 -> 38961 bytes docs/articles/horiba-4.png | Bin 0 -> 57215 bytes docs/articles/horiba-5.png | Bin 0 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+ + + + + +Standard Operating Procedure • OpenSpecy + + + + + + + + + + Skip to contents + + +

    + + + + +
    +
    +

    Standard Operating Procedure

    +

    +

    Jessica +Meyers, Jeremy Conkle, Win Cowger, Zacharias Steinmetz, Andrew Gray, +Chelsea Rochman, Sebastian Primpke, Jennifer Lynch, Hannah Hapich, +Hannah De Frond, Keenan Munno, Bridget O’Donnell

    + +

    2022-12-23

    + + Source: vignettes/sop.Rmd +
    sop.Rmd
    +
    + + + +

    Open Specy Raman and (FT)IR spectral analysis tool for plastic +particles and other environmental samples. Supported features include +reading spectral data files (.asp, .csv, .jdx, .spc, .spa, .0), +smoothing spectral intensities with smooth_intens(), +correcting background with subtr_bg(), and identifying +spectra using an onboard reference library. Analyzed spectra can be +shared with the Open Specy community. A Shiny app is available via +run_app() or online at https://openanalysis.org/openspecy/.

    +

    This document outlines a common workflow for using Open Specy and +highlights some topics that users are often requesting a tutorial on. If +the document is followed sequentially from beginning to end, the user +will have a better understanding of every procedure involved in using +Open Specy as a tool for interpreting spectra. It takes approximately 45 +minutes to read through and follow along with this standard operating +procedure the first time. Afterward, knowledgeable users should be able +to thoroughly analyze individual spectra at an average speed of 1 +min-1.

    +
    +

    Getting started +

    + +
    +
    +

    Viewing and Sharing Spectra +

    +

    To get started with the Open Specy user interface, access https://openanalysis.org/openspecy/ +or start the Shiny GUI directly from R typing

    + +

    Then click the Upload File tab at the top of the +page.

    +

    +

    Accessibility is extremely important to us and we are making strives +to improve the accessibility of Open Specy for all spectroscopists. +Please reach out if you have ideas for improvement.

    +

    We added a Google translate plugin to all pages in the app so that +you can easily translate the app. We know that not all languages will be +fully supported but we will continue to try and improve the +translations.

    +

    +
    +

    Download a test dataset +

    +

    +

    If you don’t have your own data to use right away, that is ok. You +can download test data to try out the tool by clicking on the test data +button. A .csv file of HDPE Raman spectrum will download on your +computer. This file can also be used as a template for formatting .csv +data into an Open Specy accepted format. The following line of code does +the same:

    +
    +data("raman_hdpe")
    +
    +
    +

    Choose whether to share your uploaded data or not +

    +

    +

    Before uploading, indicate if you would like to share the uploaded +data or not using the slider. If selected, any data uploaded to the tool +will automatically be shared under CC-BY 4.0 +license and will be available for researchers and other ventures to +use to improve spectral analysis, build machine learning tools, etc. +Some users may choose not to share if they need to keep their data +private. If switched off, none of the uploaded data will be stored or +shared in Open Specy.

    +
    +
    +

    Upload/Read Data +

    +

    Open Specy allows for upload of .csv, .asp, .jdx, .0, .spc, and .spa +files. .csv files should always load correctly but the other file types +are still in beta development, though most of the time these files work +perfectly. It is best practice to cross check files in the proprietary +software they came from and Open Specy before use in Open Specy. Due to +the complexity of these file types, we haven’t been able to make them +fully compatible yet. If your file is not working, please contact the +administrator and share the file so that we can get it to work.

    +

    For the most consistent results, files should be converted to .csv +format before uploading to Open Specy. The specific steps to converting +your instrument’s native files to .csv can be found in its software +manual or you can check out Spectragryph, which +supports many spectral file conversions (see Mini Tutorial section: File +conversion in Spectragryph to Open Specy accepted format).

    +

    If uploading a .csv file, label the column with the wavenumbers +wavenumber and name the column with the intensities +intensity.

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    Sample data raman_hdpe +
    wavenumberintensity
    301.04026
    304.63250
    308.22148
    311.81045
    315.39846
    318.98342
    +

    Wavenumber units must be cm-1. Any other columns are not +used by the software. Always keep a copy of the original file before +alteration to preserve metadata and raw data for your records.

    +

    To upload data, click Browse and choose one of your +files to upload, or drag and drop your file into the gray box. At this +time you can only upload one file at a time.

    +

    Upon upload and throughout the analysis, intensity values are min-max +normalized (Equation 1).

    +\[\frac{x - \mathrm{min}(x)}{\mathrm{min}(x) +- \mathrm{max}(x)}\] +

    +Equation 1: Max-Min Normalization +

    +

    The following R functions from the Open Specy package will also read +in spectral data accordingly:

    +
    +read_text(".csv")
+read_asp(".asp")
+read_opus(".0")
    +
    +
    +

    Viewing Spectra Plot +

    +

    After spectral data are uploaded, it will appear in the main window. +This plot is selectable, zoomable, and provides information on hover. +You can also save a .png file of the plot view using the camera icon at +the top right when you hover over the plot. This plot will change the +view based on updates from the Intensity Adjustment +selection.

    +
    +
    +

    Intensity Adjustment +

    +

    +

    Open Specy assumes that intensity units are in absorbance units but +Open Specy can adjust reflectance or transmittance spectra to absorbance +units using this selection in the upload file tab. The transmittance +adjustment uses the \(\log_{10} 1/T\) +calculation which does not correct for system or particle +characteristics. The reflectance adjustment use the Kubelka-Munk +equation \(\frac{(1-R)^2}{2R}\). If +none is selected, Open Specy assumes that the uploaded data is an +absorbance spectrum and does not apply an adjustment.

    +

    This is the respective R code:

    +
    +library(magrittr)
+
+raman_adj <- raman_hdpe %>%
+  adj_intens()
+
+head(raman_adj)
+#>    wavenumber  intensity
+#> 1:    301.040 0.00000000
+#> 2:    304.632 0.03037975
+#> 3:    308.221 0.02784810
+#> 4:    311.810 0.02405063
+#> 5:    315.398 0.02531646
+#> 6:    318.983 0.02025316
    +
    +
    +

    Share metadata on known spectra +

    +

    +

    To share metadata about your spectrum, click the metadata input +button. When sharing data, please provide as much metadata as you can. +Metadata helps make shared data as useful as possible. Metadata inputs +each have examples provided in the input. The examples disappear when +the box is clicked and will not be saved if nothing is input by the +user. Mandatory inputs are marked with a red asterisk. If these inputs +are not filled, the data will be considered uninterpretable and will be +discarded. Inputs left blank will be left blank in the metadata sheet +and interpreted as “unknown” or “not applicable”. To share metadata, +click the share data button at the bottom of the metadata inputs.

    +

    When the user clicks the Share Data button their +current uploaded data and metadata is sent to an open-access online repository.

    +

    +

    All inputs from the metadata (described below) are input to a +metadata sheet. The metadata sheet is given the same unique name as the +data, but it ends with “_form”. The exact same data is saved as would be +downloaded using the download data button (described below). All high +quality uploaded data with metadata will eventually be reviewed by +spectroscopy experts and added to the internal library if it passes +review. If multiple files are going to be uploaded with metadata, the +cells will also stay filled with the last input after the share data +button is clicked. Just upload the next dataset and change the metadata +inputs that are different. If more than 50 files will be shared at once, +you can contact the website administrator to get a bulk upload sheet for +more rapid upload.

    +

    Type

    +
    +share_spec(raman_hdpe,
+           metadata = c(user_name = "Win Cowger",
+                        contact_info = "wincowger@gmail.com",
+                        spectrum_type = "Raman",
+                        spectrum_identity = "HDPE")
+           )
    +

    to share your spectral data from the R console.

    +
    +
    +
    +

    Preprocessing +

    +

    After uploading data, you can preprocess the data using baseline +correction, smoothing, and range selection and save your preprocessed +data. Go to the Preprocess Spectrum tab to select your +parameters for processing the spectrum.

    +
    +

    Preprocess Spectra Plot +

    +

    +

    The preprocess spectra plot shows the uploaded spectra in comparison +to the processed spectra that has been processed using the processing +inputs on the page. It will automatically update with any new slider +inputs. This allows the user to tune the inputs to optimize the signal +to noise ratio. The goal with preprocessing is to make peak regions have +high intensities and non-peak regions should have low intensities.

    +
    +
    +

    Preprocessing Tools +

    +

    +

    When the slider is green for the tool type, that means that that tool +is being used to preprocess the spectrum. If the slider is clicked +blank, the cog button to the right will disappear to indicate that the +tool is no longer being used.

    +

    +

    If the cog button is clicked, any functions associated with that tool +will be displayed and can be manipulated to process the spectrum.

    +
    +
    +

    Smoothing Polynomial +

    +

    +

    The first step of the Open Specy preprocessing routing is spectral +smoothing. The goal of this function is to increase the signal to noise +ratio (S/N) without distorting the shape or relative size of the peaks. +The value on the slider is the polynomial order of the Savitzky-Golay +(SG) filter. The SG filter is fit to a moving window of 11 data +points where the center point in the window is replaced with the +polynomial estimate. The number of data points in the window is not user +adjustable. Higher numbers lead to more wiggly fits and thus less +smooth, lower numbers lead to more smooth fits, a 7th order polynomial +will make the spectrum have almost no smoothing. If smoothing is set to +0 then no smoothing is conducted on the spectrum. When smoothing is done +well, peak shapes and relative heights should not change. Typically a +3rd order polynomial (3 on the slider) works to increase the signal to +noise without distortion, but if the spectrum is noisy, decrease +polynomial order and if it is already smooth, increase the polynomial +order to the maximum (7). Examples of smoothing below:

    +
    +Sample `raman_hdpe` spectrum with different smoothing polynomials (p) from Cowger et al. (2020).

    +Sample raman_hdpe spectrum with different smoothing +polynomials (p) from Cowger et al. (2020). +

    +
    +

    The different degrees of smoothing were achieved with the following R +commands:

    +
    +smooth_intens(raman_hdpe, p = 1)
+smooth_intens(raman_hdpe, p = 4)
    +

    The intensity-adjusted sample spectrum raman_adj is +smoothed accordingly:

    +
    +raman_smooth <- raman_adj %>% 
+  smooth_intens()
+
+head(raman_smooth)
+#>    wavenumber  intensity
+#> 1:    301.040 0.00000000
+#> 2:    304.632 0.01568318
+#> 3:    308.221 0.02461353
+#> 4:    311.810 0.02828915
+#> 5:    315.398 0.02820811
+#> 6:    318.983 0.02586852
    +
    +
    +

    Baseline Correction Polynomial +

    +

    +

    The second step of Open Specy’s preprocessing routine is baseline +correction. The goal of baseline correction is to get all non-peak +regions of the spectra to zero absorbance. The higher the polynomial +order, the more wiggly the fit to the baseline. If the baseline is not +very wiggly, a more wiggly fit could remove peaks which is not desired. +The baseline correction algorithm used in Open Specy is called +“iModPolyfit” (Zhao et al. 2007). This algorithm iteratively fits +polynomial equations of the specified order to the whole spectrum. +During the first fit iteration, peak regions will often be above the +baseline fit. The data in the peak region is removed from the fit to +make sure that the baseline is less likely to fit to the peaks. The +iterative fitting terminates once the difference between the new and +previous fit is small. An example of a good baseline fit below.

    +
    +Sample `raman_hdpe` spectrum with different degrees of background subtraction (Cowger et al., 2020).

    +Sample raman_hdpe spectrum with different degrees of +background subtraction (Cowger et al., 2020). +

    +
    +

    The smoothed sample spectrum raman_smooth is +background-corrected as follows:

    +
    +raman_bgc <- raman_smooth %>% 
+  subtr_bg()
+
+head(raman_bgc)
+#>    wavenumber   intensity
+#> 1:    301.040 0.000000000
+#> 2:    304.632 0.000000000
+#> 3:    308.221 0.006298355
+#> 4:    311.810 0.008146146
+#> 5:    315.398 0.007025667
+#> 6:    318.983 0.004412447
    +
    +
    +

    Spectral Range +

    +

    +

    The final step of preprocessing is restricting the spectral range. +Sometimes the instrument operates with high noise at the ends of the +spectrum and sometimes the baseline fit can produce distortions at the +ends of the spectrum, both can be removed using this routine. You should +look into the signal to noise ratio of your specific instrument by +wavelength to determine what wavelength ranges to use. Distortions due +to baseline fit can be assessed from looking at the preprocess spectra +plot. Additionally, you can restrict the range to examine a single peak +or a subset of peaks of interests. This function allows users to isolate +peaks of interest for matching, while removing noise and influence from +less relevant spectral data.

    +
    +
    +

    Download Data +

    +

    +

    After you have the preprocessing parameters set, we recommend that +you download the preprocessed data for your records. The download data +button will append the uploaded data to three columns created by the +preprocessing parameters. “Wavelength” and “Absorbance” are columns from +the data uploaded by the user. “NormalizedIntensity” is the max-min +normalized value (Equation 1) of the “Absorbance”. “Smoothed” is the +Savitzky-Golay filter specified by the slider explained above. +“BaselineRemoved” is the smoothed and baseline corrected value that is +visible on the center plot.

    +
    +
    +
    +

    Matching +

    +

    After uploading data and preprocessing it (if desired) you can now +identify the spectrum. To identify the spectrum go to the Match +Spectrum tab.

    +

    You will see your spectrum and the top matches, but before looking at +matches, you need to check the three selectable parameters below.

    +
    +

    Spectrum Type +

    +

    +

    The spectra type input on the “Match spectra” tab specifies the type +of spectra (Raman or FTIR) that the user has uploaded and wants to match +to. This input will tell the website whether to use the FTIR library or +the Raman library to make the match.

    +
    +
    +

    Spectrum To Analyze +

    +

    +

    The spectra to analyze input specifies if the tool will match the +Uploaded spectra (unaltered by the inputs on the +Preprocess Spectra tab) or the Processed +Spectra (manipulated by the inputs in the Preprocess Spectra +Tab).

    +
    +
    +

    Region To Match +

    +

    +

    The region to match input specifies if the “Full Spectrum” will match +the entire range of the spectra (including non peak regions) in the +reference database. This is the most intuitive match. Or should the +Peaks Only match just the peak regions in the reference +database. This is an advanced feature proposed in Renner et al. (2017). +This can be a less intuitive approach but in cases where there are few +peaks and high baseline interference, it could be the best option. In +cases where non-peak regions are important for the interpretation of the +match, this is not the best approach.

    +
    +
    +

    Match Table +

    +

    +

    The selectable table shows the top material matches returned by the +tool, their Pearson’s r value, and the organization they were provided +by. When rows are selected their spectra are added to the match plot. +The spectrum being matched and reference library are determined by the +previously mentioned parameters. During the matching process, one final +cleaning step happens using a simple minimum subtraction algorithm +(Equation 2) which in many cases will allow unprocessed spectra to +remove subtle baseline, but will not harm the spectra which has no +baseline. Then, these aligned data are tested for correlation using the +Pearson’s r. The Pearson’s r is used as a match quality indicator and +the spectra from the top 1000 best matches are returned from the +library. You can restrict the libraries which are displayed in the table +by clicking the box that says All under the +Organization column.

    +

    Similarly you can restrict the range of Pearson's r values or search +for specific material types.

    +\[\mathrm{for~each}~peak~group^{1,n}: x - +\mathrm{min}(x)\] +

    +Equation 2: Minimum Subtraction +

    +

    The same table can be returned using the Open Specy library commands +in the R console.

    +
    +# Fetch current spectral library from https://osf.io/x7dpz/
+get_lib()
+# Load library into global environment
+spec_lib <- load_lib()
+# Match spectrum with library and retrieve meta data
+match_spec(raman_bgc, library = spec_lib, which = "raman")
    +
    +
    +

    Selection Metadata +

    +

    +

    Whatever match is selected from the match table may have additional +metadata about it. That metadata will be displayed below the plot. Some +of this metadata may assist you in interpreting the spectra. For +example, if the spectra has metadata which says it is a liquid and you +are analyzing a solid particle, that spectrum may not be the best +match.

    +

    The R command for manual metadata selection using +sample_name == 5381 as example is:

    +
    +find_spec(sample_name == 5381, library = spec_lib, which = "raman")
    +
    +
    +

    Match Plot +

    +

    +

    This plot is dynamically updated by selecting matches from the match +table. The red spectrum is the spectrum that you selected from the +reference library and the white spectrum is the spectrum that you are +trying to identify. Whenever a new dataset is uploaded, the plot and +data table in this tab will be updated. These plots can be saved as a +.png by clicking the camera button at the top of the plot.

    +
    +
    +

    How to interpret the reported matches +

    +

    There are several important things to consider when interpreting a +spectral match including the library source, the Pearson’s r, and other +metrics.

    +
    +

    The library source +

    +

    When you click on a spectrum, all of the metadata that we have in +Open Specy about that source will be displayed in a metadata window +below to the matches table. Each library has different methodologies +used to develop it. It is useful to read up on the library sources from +the literature that they came from. E.g. Chabuka et al. 2020 focuses on +weathered plastics, so matching to it may suggest that your spectrum is +of a weathered polymer. Primpke et al. 2018 only has a spectral range up +to 2000, so some polymers may be difficult to differentiate with it. +Make sure to cite the libraries that you use during your search when you +publish your results. The authors were kind enough to make their data +open access so that it could be used in Open Specy and we should return +the favor by citing them.

    +
    +
    +

    Pearson’s r +

    +

    Correlation values are used to identify the closest matches available +in the current Open Specy spectral libraries to improve material +identification and reduce sample processing times. Pearson’s r values +range from 0 - 1 with 0 being a completely different spectrum and 1 +being an exact match. Some general guidelines that we have observed from +using Open Specy. If no matches are > ~0.3 the material may require +additional processing or may not exist in the Open Specy library. +Correlation values are not the only metric you should use to assess your +spectra’s match to a material in the library, matches need to make +sense.

    +
    +
    +

    Things to consider beyond correlation +

    +

    Peak position and height similarities are more important than +correlation and need to be assessed manually. Peak position correlates +with specific bond types. Peak height correlates to the concentration of +a compound. Therefore, peak height and peak position should match as +closely as possible to the matched spectrum. When there are peaks that +exist in the spectra you are trying to interpret that do not exist in +the match, there may be additional materials to identify. In this case, +restrict the preprocessing range to just the unidentified peak and try +to identify it as an additional component (see also https://www.compoundchem.com/2015/02/05/irspectroscopy/).

    +

    Also, check the match metadata to see if the match makes sense. +Example: A single fiber cannot be a “cotton blend” since there would be +no other fibers to make up the rest of the blend. Example: Cellophane +does not degrade into fibers, so a match for a fiber to cellophane +wouldn’t make sense. Example: You are analyzing a particle at room +temperature, but the matched material is liquid at room temperature. The +material may be a component of the particle but it cannot be the whole +particle.

    +
    +
    +

    How specific do you need to be in the material type of the +match? +

    +

    You can choose to be specific about how you classify a substance +(e.g. polyester, cellophane) or more general (e.g. synthetic, +semi-synthetic, natural, etc.). The choice depends on your research +question. Using more general groups can speed up analysis time but will +decrease the information you have for interpretation. To identify +materials more generally, you can often clump the identities provided by +Open Specy to suit your needs. For example, matches to “polyester” and +“polypropylene” could be clumped to the category “plastic”.

    +
    +
    +

    How to differentiate between similar spectra? +

    +

    One common challenge is differentiating between LDPE and HDPE. But, +even with a low resolution instrument (MacroRAM, 2 cm-1 +pixel-1), you can still see some differences. From a wide +view, these low, medium, and high density PE samples all look relatively +similar (figures courtesy of Bridget O'Donnell, Horiba Scientific):

    +

    +

    But, a closer look at the 1450 cm-1 band reveals clear +differences:

    +

    +

    When you overlay them, you start to see differences in other spectral +regions too:

    +

    +

    So, the question is, how do we deal with samples that are very +similar with only subtle differences? Usually, researchers will use MVA +techniques after they’ve collected multiple reference spectra of known +samples (LDPE and HDPE in this case). They can then develop models and +apply them to distinguish between different types of PE. With a +reference database like Open Specy, this is complicated by the fact that +researchers are measuring samples on different instruments with +correspondingly different spectral responses and spectral resolutions. +That makes it even more difficult to accurately match definitively to +LDPE and HDPE as opposed to generic ‘PE’.

    +

    One possibility is to place more emphasis (from a computational +perspective) on the bands that show the most difference (the triplet at +1450 cm-1) by restricting the range used to match in Open +Specy.

    +

    The other, much simpler option is to just match any PE hit to generic +‘PE’ and not specifically HDPE or LDPE.

    +

    Another challenge is in differentiating between types of nylons. But, +Raman has a pretty easy time distinguishing nylons. These spectra were +recorded of a series of nylons and the differences are much more +distinguishable compared to the PE results above (nylon 6, 6-6, 6-9, +6-10, and 6-12 top to bottom):

    +

    +

    The differences are even more pronounced when you overlay the +spectra:

    +

    +
    +
    +

    What to do when matches aren’t making sense +

    +
      +
    1. Double check that the baseline correction and smoothing parameters +result in the best preprocessing of the data.
      2. +
    2. Try reprocessing your spectrum, but limit it to specific peak +regions with a higher signal to noise ratio.
      3. +
    3. Restrict the spectral range to include or exclude questionable peaks +or peaks that were not present in the previous matches.
      4. +
    4. Restrict the spectral range to exclude things like CO2 +(2200 cm-1) or H2O (~1600 cm-1) in +spikes in the IR spectrum.
      5. +
    5. If nothing above works to determine a quality match, you may need to +measure the spectrum of your material again or use another spectral +analysis tool.
      6. +
    +
    +
    +
    +
    +

    Mini Tutorials +

    +
    +

    File Conversion in SpectraGryph to Open Specy Accepted Format +

    +
      +

    1. Download Spectragryph from https://www.effemm2.de/spectragryph/down.html

      2. +

    2. Open Spectragryph and upload your file by dragging and dropping +it into the console.

      3. +
    +

    +
      +
    1. Click File, Save/export data, save data as, and save it as an spc +file. ¸
      2. +
    +

    +
      +
    1. Then upload that .spc file to Open Specy.
      2. +
    +

    +
    +
    +

    Conceptual diagram of data flow through Open Specy +

    +

    +
    +
    +
    +

    References +

    +

    Chabuka BK, Kalivas JH (2020). “Application of a Hybrid Fusion +Classification Process for Identification of Microplastics Based on +Fourier Transform Infrared Spectroscopy.” Applied Spectroscopy, +74(9), 1167–1183. doi: 10.1177/0003702820923993.

    +

    Cowger W, Gray A, Christiansen SH, Christiansen SH, Christiansen SH, +De Frond H, Deshpande AD, Hemabessiere L, Lee E, Mill L, et al. (2020). +“Critical Review of Processing and Classification Techniques for Images +and Spectra in Microplastic Research.” Applied Spectroscopy, +74(9), 989–1010. doi: 10.1177/0003702820929064.

    +

    Cowger W, Steinmetz Z, Gray A, Munno K, Lynch J, Hapich H, Primpke S, +De Frond H, Rochman C, Herodotou O (2021). “Microplastic Spectral +Classification Needs an Open Source Community: Open Specy to the +Rescue!” Analytical Chemistry, 93(21), +7543–7548. doi: 10.1021/acs.analchem.1c00123.

    +

    Primpke S, Wirth M, Lorenz C, Gerdts G (2018). “Reference Database +Design for the Automated Analysis of Microplastic Samples Based on +Fourier Transform Infrared (FTIR) Spectroscopy.” Analytical and +Bioanalytical Chemistry, 410(21), 5131–5141. doi: +10.1007/s00216-018-1156-x.

    +

    Renner G, Schmidt TC, Schram J (2017). “A New Chemometric Approach +for Automatic Identification of Microplastics from Environmental +Compartments Based on FT-IR Spectroscopy.” Analytical +Chemistry, 89(22), 12045–12053. doi: 10.1021/acs.analchem.7b02472.

    +

    Savitzky A, Golay MJ (1964). “Smoothing and Differentiation of Data +by Simplified Least Squares Procedures.” Analytical Chemistry, +36(8), 1627–1639.

    +

    Zhao J, Lui H, McLean DI, Zeng H (2007). “Automated Autofluorescence +Background Subtraction Algorithm for Biomedical Raman Spectroscopy.” +Applied Spectroscopy, 61(11), 1225–1232. doi: +10.1366/000370207782597003.

    +
    +
    +
    + + + +
    +

    +

    Developed by Win Cowger, Zacharias Steinmetz.

    +
    + +
    +

    +

    Site built with pkgdown 2.0.7.

    +
    + +
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    +
    +
    +

    Authors and Citation

    +
    + +
    +

    Authors

    + +
    • +

      Win Cowger. Maintainer, author. +

      +
      • +
    • +

      Zacharias Steinmetz. Author. +

      +
      • +
    • +

      Andrew Gray. Contributor. +

      +
      • +
    • +

      Hannah Hapich. Contributor. +

      +
      • +
    • +

      Jennifer Lynch. Contributor, data contributor. +

      +
      • +
    • +

      Hannah De Frond. Contributor, data contributor. +

      +
      • +
    • +

      Keenan Munno. Contributor, data contributor. +

      +
      • +
    • +

      Chelsea Rochman. Contributor, data contributor. +

      +
      • +
    • +

      Sebastian Primpke. Contributor, data contributor. +

      +
      • +
    • +

      Orestis Herodotou. Contributor, data contributor. +

      +
      • +
    + +
    +

    Citation

    +

    Source: DESCRIPTION

    + +

    Cowger W, Steinmetz Z (2022). +OpenSpecy: Analyze, Process, Identify, and Share Raman and (FT)IR Spectra. +https://github.com/wincowgerDEV/OpenSpecy-package/, +http://wincowger.com/OpenSpecy-package/. +

    + 
    @Manual{,
+  title = {OpenSpecy: Analyze, Process, Identify, and Share Raman and (FT)IR Spectra},
+  author = {Win Cowger and Zacharias Steinmetz},
+  year = {2022},
+  note = {https://github.com/wincowgerDEV/OpenSpecy-package/,
+http://wincowger.com/OpenSpecy-package/},
+}
    +
    +
    + + +
    +

    Developed by Win Cowger, Zacharias Steinmetz.

    +
    + +
    +

    Site built with pkgdown 2.0.7.

    +
    + +
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clearMenus(t){if(t&&(2===t.button||"keyup"===t.type&&"Tab"!==t.key))return;const e=U.find('[data-bs-toggle="dropdown"]');for(let i=0,n=e.length;ie+t),this._setElementAttributes(".fixed-top, .fixed-bottom, .is-fixed, .sticky-top","paddingRight",e=>e+t),this._setElementAttributes(".sticky-top","marginRight",e=>e-t)}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t)[e];t.style[e]=i(Number.parseFloat(s))+"px"})}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,"paddingRight"),this._resetElementAttributes(".fixed-top, .fixed-bottom, .is-fixed, .sticky-top","paddingRight"),this._resetElementAttributes(".sticky-top","marginRight")}_saveInitialAttribute(t,e){const i=t.style[e];i&&F.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,t=>{const i=F.getDataAttribute(t,e);void 0===i?t.style.removeProperty(e):(F.removeDataAttribute(t,e),t.style[e]=i)})}_applyManipulationCallback(t,e){s(t)?e(t):U.find(t,this._element).forEach(e)}isOverflowing(){return this.getWidth()>0}}const Ce={className:"modal-backdrop",isVisible:!0,isAnimated:!1,rootElement:"body",clickCallback:null},ke={className:"string",isVisible:"boolean",isAnimated:"boolean",rootElement:"(element|string)",clickCallback:"(function|null)"};class Le{constructor(t){this._config=this._getConfig(t),this._isAppended=!1,this._element=null}show(t){this._config.isVisible?(this._append(),this._config.isAnimated&&d(this._getElement()),this._getElement().classList.add("show"),this._emulateAnimation(()=>{g(t)})):g(t)}hide(t){this._config.isVisible?(this._getElement().classList.remove("show"),this._emulateAnimation(()=>{this.dispose(),g(t)})):g(t)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_getConfig(t){return(t={...Ce,..."object"==typeof t?t:{}}).rootElement=o(t.rootElement),r("backdrop",t,ke),t}_append(){this._isAppended||(this._config.rootElement.append(this._getElement()),P.on(this._getElement(),"mousedown.bs.backdrop",()=>{g(this._config.clickCallback)}),this._isAppended=!0)}dispose(){this._isAppended&&(P.off(this._element,"mousedown.bs.backdrop"),this._element.remove(),this._isAppended=!1)}_emulateAnimation(t){_(t,this._getElement(),this._config.isAnimated)}}const xe={trapElement:null,autofocus:!0},De={trapElement:"element",autofocus:"boolean"};class Se{constructor(t){this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}activate(){const{trapElement:t,autofocus:e}=this._config;this._isActive||(e&&t.focus(),P.off(document,".bs.focustrap"),P.on(document,"focusin.bs.focustrap",t=>this._handleFocusin(t)),P.on(document,"keydown.tab.bs.focustrap",t=>this._handleKeydown(t)),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,P.off(document,".bs.focustrap"))}_handleFocusin(t){const{target:e}=t,{trapElement:i}=this._config;if(e===document||e===i||i.contains(e))return;const n=U.focusableChildren(i);0===n.length?i.focus():"backward"===this._lastTabNavDirection?n[n.length-1].focus():n[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?"backward":"forward")}_getConfig(t){return t={...xe,..."object"==typeof t?t:{}},r("focustrap",t,De),t}}const Ne={backdrop:!0,keyboard:!0,focus:!0},Ie={backdrop:"(boolean|string)",keyboard:"boolean",focus:"boolean"};class Pe extends H{constructor(t,e){super(t),this._config=this._getConfig(e),this._dialog=U.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._ignoreBackdropClick=!1,this._isTransitioning=!1,this._scrollBar=new Oe}static get Default(){return Ne}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||P.trigger(this._element,"show.bs.modal",{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isAnimated()&&(this._isTransitioning=!0),this._scrollBar.hide(),document.body.classList.add("modal-open"),this._adjustDialog(),this._setEscapeEvent(),this._setResizeEvent(),P.on(this._dialog,"mousedown.dismiss.bs.modal",()=>{P.one(this._element,"mouseup.dismiss.bs.modal",t=>{t.target===this._element&&(this._ignoreBackdropClick=!0)})}),this._showBackdrop(()=>this._showElement(t)))}hide(){if(!this._isShown||this._isTransitioning)return;if(P.trigger(this._element,"hide.bs.modal").defaultPrevented)return;this._isShown=!1;const t=this._isAnimated();t&&(this._isTransitioning=!0),this._setEscapeEvent(),this._setResizeEvent(),this._focustrap.deactivate(),this._element.classList.remove("show"),P.off(this._element,"click.dismiss.bs.modal"),P.off(this._dialog,"mousedown.dismiss.bs.modal"),this._queueCallback(()=>this._hideModal(),this._element,t)}dispose(){[window,this._dialog].forEach(t=>P.off(t,".bs.modal")),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new Le({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new Se({trapElement:this._element})}_getConfig(t){return t={...Ne,...F.getDataAttributes(this._element),..."object"==typeof t?t:{}},r("modal",t,Ie),t}_showElement(t){const e=this._isAnimated(),i=U.findOne(".modal-body",this._dialog);this._element.parentNode&&this._element.parentNode.nodeType===Node.ELEMENT_NODE||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0,i&&(i.scrollTop=0),e&&d(this._element),this._element.classList.add("show"),this._queueCallback(()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,P.trigger(this._element,"shown.bs.modal",{relatedTarget:t})},this._dialog,e)}_setEscapeEvent(){this._isShown?P.on(this._element,"keydown.dismiss.bs.modal",t=>{this._config.keyboard&&"Escape"===t.key?(t.preventDefault(),this.hide()):this._config.keyboard||"Escape"!==t.key||this._triggerBackdropTransition()}):P.off(this._element,"keydown.dismiss.bs.modal")}_setResizeEvent(){this._isShown?P.on(window,"resize.bs.modal",()=>this._adjustDialog()):P.off(window,"resize.bs.modal")}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide(()=>{document.body.classList.remove("modal-open"),this._resetAdjustments(),this._scrollBar.reset(),P.trigger(this._element,"hidden.bs.modal")})}_showBackdrop(t){P.on(this._element,"click.dismiss.bs.modal",t=>{this._ignoreBackdropClick?this._ignoreBackdropClick=!1:t.target===t.currentTarget&&(!0===this._config.backdrop?this.hide():"static"===this._config.backdrop&&this._triggerBackdropTransition())}),this._backdrop.show(t)}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(P.trigger(this._element,"hidePrevented.bs.modal").defaultPrevented)return;const{classList:t,scrollHeight:e,style:i}=this._element,n=e>document.documentElement.clientHeight;!n&&"hidden"===i.overflowY||t.contains("modal-static")||(n||(i.overflowY="hidden"),t.add("modal-static"),this._queueCallback(()=>{t.remove("modal-static"),n||this._queueCallback(()=>{i.overflowY=""},this._dialog)},this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;(!i&&t&&!p()||i&&!t&&p())&&(this._element.style.paddingLeft=e+"px"),(i&&!t&&!p()||!i&&t&&p())&&(this._element.style.paddingRight=e+"px")}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=Pe.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}P.on(document,"click.bs.modal.data-api",'[data-bs-toggle="modal"]',(function(t){const e=i(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),P.one(e,"show.bs.modal",t=>{t.defaultPrevented||P.one(e,"hidden.bs.modal",()=>{a(this)&&this.focus()})}),Pe.getOrCreateInstance(e).toggle(this)})),B(Pe),m(Pe);const je={backdrop:!0,keyboard:!0,scroll:!1},Me={backdrop:"boolean",keyboard:"boolean",scroll:"boolean"};class He extends H{constructor(t,e){super(t),this._config=this._getConfig(e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get NAME(){return"offcanvas"}static get Default(){return je}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||P.trigger(this._element,"show.bs.offcanvas",{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._element.style.visibility="visible",this._backdrop.show(),this._config.scroll||(new Oe).hide(),this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add("show"),this._queueCallback(()=>{this._config.scroll||this._focustrap.activate(),P.trigger(this._element,"shown.bs.offcanvas",{relatedTarget:t})},this._element,!0))}hide(){this._isShown&&(P.trigger(this._element,"hide.bs.offcanvas").defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.remove("show"),this._backdrop.hide(),this._queueCallback(()=>{this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._element.style.visibility="hidden",this._config.scroll||(new Oe).reset(),P.trigger(this._element,"hidden.bs.offcanvas")},this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_getConfig(t){return t={...je,...F.getDataAttributes(this._element),..."object"==typeof t?t:{}},r("offcanvas",t,Me),t}_initializeBackDrop(){return new Le({className:"offcanvas-backdrop",isVisible:this._config.backdrop,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:()=>this.hide()})}_initializeFocusTrap(){return new Se({trapElement:this._element})}_addEventListeners(){P.on(this._element,"keydown.dismiss.bs.offcanvas",t=>{this._config.keyboard&&"Escape"===t.key&&this.hide()})}static jQueryInterface(t){return this.each((function(){const e=He.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}P.on(document,"click.bs.offcanvas.data-api",'[data-bs-toggle="offcanvas"]',(function(t){const e=i(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this))return;P.one(e,"hidden.bs.offcanvas",()=>{a(this)&&this.focus()});const n=U.findOne(".offcanvas.show");n&&n!==e&&He.getInstance(n).hide(),He.getOrCreateInstance(e).toggle(this)})),P.on(window,"load.bs.offcanvas.data-api",()=>U.find(".offcanvas.show").forEach(t=>He.getOrCreateInstance(t).show())),B(He),m(He);const Be=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Re=/^(?:(?:https?|mailto|ftp|tel|file):|[^#&/:?]*(?:[#/?]|$))/i,We=/^data:(?:image\/(?:bmp|gif|jpeg|jpg|png|tiff|webp)|video\/(?:mpeg|mp4|ogg|webm)|audio\/(?:mp3|oga|ogg|opus));base64,[\d+/a-z]+=*$/i,ze=(t,e)=>{const i=t.nodeName.toLowerCase();if(e.includes(i))return!Be.has(i)||Boolean(Re.test(t.nodeValue)||We.test(t.nodeValue));const n=e.filter(t=>t instanceof RegExp);for(let t=0,e=n.length;t{ze(t,a)||i.removeAttribute(t.nodeName)})}return n.body.innerHTML}const Fe=new Set(["sanitize","allowList","sanitizeFn"]),Ue={animation:"boolean",template:"string",title:"(string|element|function)",trigger:"string",delay:"(number|object)",html:"boolean",selector:"(string|boolean)",placement:"(string|function)",offset:"(array|string|function)",container:"(string|element|boolean)",fallbackPlacements:"array",boundary:"(string|element)",customClass:"(string|function)",sanitize:"boolean",sanitizeFn:"(null|function)",allowList:"object",popperConfig:"(null|object|function)"},$e={AUTO:"auto",TOP:"top",RIGHT:p()?"left":"right",BOTTOM:"bottom",LEFT:p()?"right":"left"},Ve={animation:!0,template:'',trigger:"hover focus",title:"",delay:0,html:!1,selector:!1,placement:"top",offset:[0,0],container:!1,fallbackPlacements:["top","right","bottom","left"],boundary:"clippingParents",customClass:"",sanitize:!0,sanitizeFn:null,allowList:{"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},popperConfig:null},Ke={HIDE:"hide.bs.tooltip",HIDDEN:"hidden.bs.tooltip",SHOW:"show.bs.tooltip",SHOWN:"shown.bs.tooltip",INSERTED:"inserted.bs.tooltip",CLICK:"click.bs.tooltip",FOCUSIN:"focusin.bs.tooltip",FOCUSOUT:"focusout.bs.tooltip",MOUSEENTER:"mouseenter.bs.tooltip",MOUSELEAVE:"mouseleave.bs.tooltip"};class Xe extends H{constructor(t,e){if(void 0===pe)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");super(t),this._isEnabled=!0,this._timeout=0,this._hoverState="",this._activeTrigger={},this._popper=null,this._config=this._getConfig(e),this.tip=null,this._setListeners()}static get Default(){return Ve}static get NAME(){return"tooltip"}static get Event(){return Ke}static get DefaultType(){return Ue}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(t){if(this._isEnabled)if(t){const e=this._initializeOnDelegatedTarget(t);e._activeTrigger.click=!e._activeTrigger.click,e._isWithActiveTrigger()?e._enter(null,e):e._leave(null,e)}else{if(this.getTipElement().classList.contains("show"))return void this._leave(null,this);this._enter(null,this)}}dispose(){clearTimeout(this._timeout),P.off(this._element.closest(".modal"),"hide.bs.modal",this._hideModalHandler),this.tip&&this.tip.remove(),this._popper&&this._popper.destroy(),super.dispose()}show(){if("none"===this._element.style.display)throw new Error("Please use show on visible elements");if(!this.isWithContent()||!this._isEnabled)return;const t=P.trigger(this._element,this.constructor.Event.SHOW),e=c(this._element),i=null===e?this._element.ownerDocument.documentElement.contains(this._element):e.contains(this._element);if(t.defaultPrevented||!i)return;const n=this.getTipElement(),s=(t=>{do{t+=Math.floor(1e6*Math.random())}while(document.getElementById(t));return t})(this.constructor.NAME);n.setAttribute("id",s),this._element.setAttribute("aria-describedby",s),this._config.animation&&n.classList.add("fade");const o="function"==typeof this._config.placement?this._config.placement.call(this,n,this._element):this._config.placement,r=this._getAttachment(o);this._addAttachmentClass(r);const{container:a}=this._config;M.set(n,this.constructor.DATA_KEY,this),this._element.ownerDocument.documentElement.contains(this.tip)||(a.append(n),P.trigger(this._element,this.constructor.Event.INSERTED)),this._popper?this._popper.update():this._popper=fe(this._element,n,this._getPopperConfig(r)),n.classList.add("show");const l=this._resolvePossibleFunction(this._config.customClass);l&&n.classList.add(...l.split(" ")),"ontouchstart"in document.documentElement&&[].concat(...document.body.children).forEach(t=>{P.on(t,"mouseover",h)});const d=this.tip.classList.contains("fade");this._queueCallback(()=>{const t=this._hoverState;this._hoverState=null,P.trigger(this._element,this.constructor.Event.SHOWN),"out"===t&&this._leave(null,this)},this.tip,d)}hide(){if(!this._popper)return;const t=this.getTipElement();if(P.trigger(this._element,this.constructor.Event.HIDE).defaultPrevented)return;t.classList.remove("show"),"ontouchstart"in document.documentElement&&[].concat(...document.body.children).forEach(t=>P.off(t,"mouseover",h)),this._activeTrigger.click=!1,this._activeTrigger.focus=!1,this._activeTrigger.hover=!1;const e=this.tip.classList.contains("fade");this._queueCallback(()=>{this._isWithActiveTrigger()||("show"!==this._hoverState&&t.remove(),this._cleanTipClass(),this._element.removeAttribute("aria-describedby"),P.trigger(this._element,this.constructor.Event.HIDDEN),this._popper&&(this._popper.destroy(),this._popper=null))},this.tip,e),this._hoverState=""}update(){null!==this._popper&&this._popper.update()}isWithContent(){return Boolean(this.getTitle())}getTipElement(){if(this.tip)return this.tip;const t=document.createElement("div");t.innerHTML=this._config.template;const e=t.children[0];return this.setContent(e),e.classList.remove("fade","show"),this.tip=e,this.tip}setContent(t){this._sanitizeAndSetContent(t,this.getTitle(),".tooltip-inner")}_sanitizeAndSetContent(t,e,i){const n=U.findOne(i,t);e||!n?this.setElementContent(n,e):n.remove()}setElementContent(t,e){if(null!==t)return s(e)?(e=o(e),void(this._config.html?e.parentNode!==t&&(t.innerHTML="",t.append(e)):t.textContent=e.textContent)):void(this._config.html?(this._config.sanitize&&(e=qe(e,this._config.allowList,this._config.sanitizeFn)),t.innerHTML=e):t.textContent=e)}getTitle(){const t=this._element.getAttribute("data-bs-original-title")||this._config.title;return this._resolvePossibleFunction(t)}updateAttachment(t){return"right"===t?"end":"left"===t?"start":t}_initializeOnDelegatedTarget(t,e){return e||this.constructor.getOrCreateInstance(t.delegateTarget,this._getDelegateConfig())}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map(t=>Number.parseInt(t,10)):"function"==typeof t?e=>t(e,this._element):t}_resolvePossibleFunction(t){return"function"==typeof t?t.call(this._element):t}_getPopperConfig(t){const e={placement:t,modifiers:[{name:"flip",options:{fallbackPlacements:this._config.fallbackPlacements}},{name:"offset",options:{offset:this._getOffset()}},{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"arrow",options:{element:`.${this.constructor.NAME}-arrow`}},{name:"onChange",enabled:!0,phase:"afterWrite",fn:t=>this._handlePopperPlacementChange(t)}],onFirstUpdate:t=>{t.options.placement!==t.placement&&this._handlePopperPlacementChange(t)}};return{...e,..."function"==typeof this._config.popperConfig?this._config.popperConfig(e):this._config.popperConfig}}_addAttachmentClass(t){this.getTipElement().classList.add(`${this._getBasicClassPrefix()}-${this.updateAttachment(t)}`)}_getAttachment(t){return $e[t.toUpperCase()]}_setListeners(){this._config.trigger.split(" ").forEach(t=>{if("click"===t)P.on(this._element,this.constructor.Event.CLICK,this._config.selector,t=>this.toggle(t));else if("manual"!==t){const e="hover"===t?this.constructor.Event.MOUSEENTER:this.constructor.Event.FOCUSIN,i="hover"===t?this.constructor.Event.MOUSELEAVE:this.constructor.Event.FOCUSOUT;P.on(this._element,e,this._config.selector,t=>this._enter(t)),P.on(this._element,i,this._config.selector,t=>this._leave(t))}}),this._hideModalHandler=()=>{this._element&&this.hide()},P.on(this._element.closest(".modal"),"hide.bs.modal",this._hideModalHandler),this._config.selector?this._config={...this._config,trigger:"manual",selector:""}:this._fixTitle()}_fixTitle(){const t=this._element.getAttribute("title"),e=typeof this._element.getAttribute("data-bs-original-title");(t||"string"!==e)&&(this._element.setAttribute("data-bs-original-title",t||""),!t||this._element.getAttribute("aria-label")||this._element.textContent||this._element.setAttribute("aria-label",t),this._element.setAttribute("title",""))}_enter(t,e){e=this._initializeOnDelegatedTarget(t,e),t&&(e._activeTrigger["focusin"===t.type?"focus":"hover"]=!0),e.getTipElement().classList.contains("show")||"show"===e._hoverState?e._hoverState="show":(clearTimeout(e._timeout),e._hoverState="show",e._config.delay&&e._config.delay.show?e._timeout=setTimeout(()=>{"show"===e._hoverState&&e.show()},e._config.delay.show):e.show())}_leave(t,e){e=this._initializeOnDelegatedTarget(t,e),t&&(e._activeTrigger["focusout"===t.type?"focus":"hover"]=e._element.contains(t.relatedTarget)),e._isWithActiveTrigger()||(clearTimeout(e._timeout),e._hoverState="out",e._config.delay&&e._config.delay.hide?e._timeout=setTimeout(()=>{"out"===e._hoverState&&e.hide()},e._config.delay.hide):e.hide())}_isWithActiveTrigger(){for(const t in this._activeTrigger)if(this._activeTrigger[t])return!0;return!1}_getConfig(t){const e=F.getDataAttributes(this._element);return Object.keys(e).forEach(t=>{Fe.has(t)&&delete e[t]}),(t={...this.constructor.Default,...e,..."object"==typeof t&&t?t:{}}).container=!1===t.container?document.body:o(t.container),"number"==typeof t.delay&&(t.delay={show:t.delay,hide:t.delay}),"number"==typeof t.title&&(t.title=t.title.toString()),"number"==typeof t.content&&(t.content=t.content.toString()),r("tooltip",t,this.constructor.DefaultType),t.sanitize&&(t.template=qe(t.template,t.allowList,t.sanitizeFn)),t}_getDelegateConfig(){const t={};for(const e in this._config)this.constructor.Default[e]!==this._config[e]&&(t[e]=this._config[e]);return t}_cleanTipClass(){const t=this.getTipElement(),e=new 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element.getAttribute('data-bs-target')\n\n if (!selector || selector === '#') {\n let hrefAttr = element.getAttribute('href')\n\n // The only valid content that could double as a selector are IDs or classes,\n // so everything starting with `#` or `.`. 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'element' : toType(value)\n\n if (!new RegExp(expectedTypes).test(valueType)) {\n throw new TypeError(\n `${componentName.toUpperCase()}: Option \"${property}\" provided type \"${valueType}\" but expected type \"${expectedTypes}\".`\n )\n }\n })\n}\n\nconst isVisible = element => {\n if (!isElement(element) || element.getClientRects().length === 0) {\n return false\n }\n\n return getComputedStyle(element).getPropertyValue('visibility') === 'visible'\n}\n\nconst isDisabled = element => {\n if (!element || element.nodeType !== Node.ELEMENT_NODE) {\n return true\n }\n\n if (element.classList.contains('disabled')) {\n return true\n }\n\n if (typeof element.disabled !== 'undefined') {\n return element.disabled\n }\n\n return element.hasAttribute('disabled') && element.getAttribute('disabled') !== 'false'\n}\n\nconst findShadowRoot = element => {\n if (!document.documentElement.attachShadow) {\n return null\n }\n\n // Can find the shadow root otherwise it'll return the document\n if (typeof element.getRootNode === 'function') {\n const root = element.getRootNode()\n return root instanceof ShadowRoot ? root : null\n }\n\n if (element instanceof ShadowRoot) {\n return element\n }\n\n // when we don't find a shadow root\n if (!element.parentNode) {\n return null\n }\n\n return findShadowRoot(element.parentNode)\n}\n\nconst noop = () => {}\n\n/**\n * Trick to restart an element's animation\n *\n * @param {HTMLElement} element\n * @return void\n *\n * @see https://www.charistheo.io/blog/2021/02/restart-a-css-animation-with-javascript/#restarting-a-css-animation\n */\nconst reflow = element => {\n // eslint-disable-next-line no-unused-expressions\n element.offsetHeight\n}\n\nconst getjQuery = () => {\n const { jQuery } = window\n\n if (jQuery && !document.body.hasAttribute('data-bs-no-jquery')) {\n return jQuery\n }\n\n return null\n}\n\nconst DOMContentLoadedCallbacks = []\n\nconst onDOMContentLoaded = callback => {\n if (document.readyState === 'loading') {\n // add listener on the first call when the document is in loading state\n if (!DOMContentLoadedCallbacks.length) {\n document.addEventListener('DOMContentLoaded', () => {\n DOMContentLoadedCallbacks.forEach(callback => callback())\n })\n }\n\n DOMContentLoadedCallbacks.push(callback)\n } else {\n callback()\n }\n}\n\nconst isRTL = () => document.documentElement.dir === 'rtl'\n\nconst defineJQueryPlugin = plugin => {\n onDOMContentLoaded(() => {\n const $ = getjQuery()\n /* istanbul ignore if */\n if ($) {\n const name = plugin.NAME\n const JQUERY_NO_CONFLICT = $.fn[name]\n $.fn[name] = plugin.jQueryInterface\n $.fn[name].Constructor = plugin\n $.fn[name].noConflict = () => {\n $.fn[name] = JQUERY_NO_CONFLICT\n return plugin.jQueryInterface\n }\n }\n })\n}\n\nconst execute = callback => {\n if (typeof callback === 'function') {\n callback()\n }\n}\n\nconst executeAfterTransition = (callback, transitionElement, waitForTransition = true) => {\n if (!waitForTransition) {\n execute(callback)\n return\n }\n\n const durationPadding = 5\n const emulatedDuration = getTransitionDurationFromElement(transitionElement) + durationPadding\n\n let called = false\n\n const handler = ({ target }) => {\n if (target !== transitionElement) {\n return\n }\n\n called = true\n transitionElement.removeEventListener(TRANSITION_END, handler)\n execute(callback)\n }\n\n transitionElement.addEventListener(TRANSITION_END, handler)\n setTimeout(() => {\n if (!called) {\n triggerTransitionEnd(transitionElement)\n }\n }, emulatedDuration)\n}\n\n/**\n * Return the previous/next element of a list.\n *\n * @param {array} list The list of elements\n * @param activeElement The active element\n * @param shouldGetNext Choose to get next or previous element\n * @param isCycleAllowed\n * @return {Element|elem} The proper element\n */\nconst getNextActiveElement = (list, activeElement, shouldGetNext, isCycleAllowed) => {\n let index = list.indexOf(activeElement)\n\n // if the element does not exist in the list return an element depending on the direction and if cycle is allowed\n if (index === -1) {\n return list[!shouldGetNext && isCycleAllowed ? list.length - 1 : 0]\n }\n\n const listLength = list.length\n\n index += shouldGetNext ? 1 : -1\n\n if (isCycleAllowed) {\n index = (index + listLength) % listLength\n }\n\n return list[Math.max(0, Math.min(index, listLength - 1))]\n}\n\nexport {\n getElement,\n getUID,\n getSelectorFromElement,\n getElementFromSelector,\n getTransitionDurationFromElement,\n triggerTransitionEnd,\n isElement,\n typeCheckConfig,\n isVisible,\n isDisabled,\n findShadowRoot,\n noop,\n getNextActiveElement,\n reflow,\n getjQuery,\n onDOMContentLoaded,\n isRTL,\n defineJQueryPlugin,\n execute,\n executeAfterTransition\n}\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): dom/event-handler.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { getjQuery } from '../util/index'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst namespaceRegex = /[^.]*(?=\\..*)\\.|.*/\nconst stripNameRegex = /\\..*/\nconst stripUidRegex = /::\\d+$/\nconst eventRegistry = {} // Events storage\nlet uidEvent = 1\nconst customEvents = {\n mouseenter: 'mouseover',\n mouseleave: 'mouseout'\n}\nconst customEventsRegex = /^(mouseenter|mouseleave)/i\nconst nativeEvents = new Set([\n 'click',\n 'dblclick',\n 'mouseup',\n 'mousedown',\n 'contextmenu',\n 'mousewheel',\n 'DOMMouseScroll',\n 'mouseover',\n 'mouseout',\n 'mousemove',\n 'selectstart',\n 'selectend',\n 'keydown',\n 'keypress',\n 'keyup',\n 'orientationchange',\n 'touchstart',\n 'touchmove',\n 'touchend',\n 'touchcancel',\n 'pointerdown',\n 'pointermove',\n 'pointerup',\n 'pointerleave',\n 'pointercancel',\n 'gesturestart',\n 'gesturechange',\n 'gestureend',\n 'focus',\n 'blur',\n 'change',\n 'reset',\n 'select',\n 'submit',\n 'focusin',\n 'focusout',\n 'load',\n 'unload',\n 'beforeunload',\n 'resize',\n 'move',\n 'DOMContentLoaded',\n 'readystatechange',\n 'error',\n 'abort',\n 'scroll'\n])\n\n/**\n * ------------------------------------------------------------------------\n * Private methods\n * ------------------------------------------------------------------------\n */\n\nfunction getUidEvent(element, uid) {\n return (uid && `${uid}::${uidEvent++}`) || element.uidEvent || uidEvent++\n}\n\nfunction getEvent(element) {\n const uid = getUidEvent(element)\n\n element.uidEvent = uid\n eventRegistry[uid] = eventRegistry[uid] || {}\n\n return eventRegistry[uid]\n}\n\nfunction bootstrapHandler(element, fn) {\n return function handler(event) {\n event.delegateTarget = element\n\n if (handler.oneOff) {\n EventHandler.off(element, event.type, fn)\n }\n\n return fn.apply(element, [event])\n }\n}\n\nfunction bootstrapDelegationHandler(element, selector, fn) {\n return function handler(event) {\n const domElements = element.querySelectorAll(selector)\n\n for (let { target } = event; target && target !== this; target = target.parentNode) {\n for (let i = domElements.length; i--;) {\n if (domElements[i] === target) {\n event.delegateTarget = target\n\n if (handler.oneOff) {\n // eslint-disable-next-line unicorn/consistent-destructuring\n EventHandler.off(element, event.type, selector, fn)\n }\n\n return fn.apply(target, [event])\n }\n }\n }\n\n // To please ESLint\n return null\n }\n}\n\nfunction findHandler(events, handler, delegationSelector = null) {\n const uidEventList = Object.keys(events)\n\n for (let i = 0, len = uidEventList.length; i < len; i++) {\n const event = events[uidEventList[i]]\n\n if (event.originalHandler === handler && event.delegationSelector === delegationSelector) {\n return event\n }\n }\n\n return null\n}\n\nfunction normalizeParams(originalTypeEvent, handler, delegationFn) {\n const delegation = typeof handler === 'string'\n const originalHandler = delegation ? delegationFn : handler\n\n let typeEvent = getTypeEvent(originalTypeEvent)\n const isNative = nativeEvents.has(typeEvent)\n\n if (!isNative) {\n typeEvent = originalTypeEvent\n }\n\n return [delegation, originalHandler, typeEvent]\n}\n\nfunction addHandler(element, originalTypeEvent, handler, delegationFn, oneOff) {\n if (typeof originalTypeEvent !== 'string' || !element) {\n return\n }\n\n if (!handler) {\n handler = delegationFn\n delegationFn = null\n }\n\n // in case of mouseenter or mouseleave wrap the handler within a function that checks for its DOM position\n // this prevents the handler from being dispatched the same way as mouseover or mouseout does\n if (customEventsRegex.test(originalTypeEvent)) {\n const wrapFn = fn => {\n return function (event) {\n if (!event.relatedTarget || (event.relatedTarget !== event.delegateTarget && !event.delegateTarget.contains(event.relatedTarget))) {\n return fn.call(this, event)\n }\n }\n }\n\n if (delegationFn) {\n delegationFn = wrapFn(delegationFn)\n } else {\n handler = wrapFn(handler)\n }\n }\n\n const [delegation, originalHandler, typeEvent] = normalizeParams(originalTypeEvent, handler, delegationFn)\n const events = getEvent(element)\n const handlers = events[typeEvent] || (events[typeEvent] = {})\n const previousFn = findHandler(handlers, originalHandler, delegation ? handler : null)\n\n if (previousFn) {\n previousFn.oneOff = previousFn.oneOff && oneOff\n\n return\n }\n\n const uid = getUidEvent(originalHandler, originalTypeEvent.replace(namespaceRegex, ''))\n const fn = delegation ?\n bootstrapDelegationHandler(element, handler, delegationFn) :\n bootstrapHandler(element, handler)\n\n fn.delegationSelector = delegation ? handler : null\n fn.originalHandler = originalHandler\n fn.oneOff = oneOff\n fn.uidEvent = uid\n handlers[uid] = fn\n\n element.addEventListener(typeEvent, fn, delegation)\n}\n\nfunction removeHandler(element, events, typeEvent, handler, delegationSelector) {\n const fn = findHandler(events[typeEvent], handler, delegationSelector)\n\n if (!fn) {\n return\n }\n\n element.removeEventListener(typeEvent, fn, Boolean(delegationSelector))\n delete events[typeEvent][fn.uidEvent]\n}\n\nfunction removeNamespacedHandlers(element, events, typeEvent, namespace) {\n const storeElementEvent = events[typeEvent] || {}\n\n Object.keys(storeElementEvent).forEach(handlerKey => {\n if (handlerKey.includes(namespace)) {\n const event = storeElementEvent[handlerKey]\n\n removeHandler(element, events, typeEvent, event.originalHandler, event.delegationSelector)\n }\n })\n}\n\nfunction getTypeEvent(event) {\n // allow to get the native events from namespaced events ('click.bs.button' --> 'click')\n event = event.replace(stripNameRegex, '')\n return customEvents[event] || event\n}\n\nconst EventHandler = {\n on(element, event, handler, delegationFn) {\n addHandler(element, event, handler, delegationFn, false)\n },\n\n one(element, event, handler, delegationFn) {\n addHandler(element, event, handler, delegationFn, true)\n },\n\n off(element, originalTypeEvent, handler, delegationFn) {\n if (typeof originalTypeEvent !== 'string' || !element) {\n return\n }\n\n const [delegation, originalHandler, typeEvent] = normalizeParams(originalTypeEvent, handler, delegationFn)\n const inNamespace = typeEvent !== originalTypeEvent\n const events = getEvent(element)\n const isNamespace = originalTypeEvent.startsWith('.')\n\n if (typeof originalHandler !== 'undefined') {\n // Simplest case: handler is passed, remove that listener ONLY.\n if (!events || !events[typeEvent]) {\n return\n }\n\n removeHandler(element, events, typeEvent, originalHandler, delegation ? handler : null)\n return\n }\n\n if (isNamespace) {\n Object.keys(events).forEach(elementEvent => {\n removeNamespacedHandlers(element, events, elementEvent, originalTypeEvent.slice(1))\n })\n }\n\n const storeElementEvent = events[typeEvent] || {}\n Object.keys(storeElementEvent).forEach(keyHandlers => {\n const handlerKey = keyHandlers.replace(stripUidRegex, '')\n\n if (!inNamespace || originalTypeEvent.includes(handlerKey)) {\n const event = storeElementEvent[keyHandlers]\n\n removeHandler(element, events, typeEvent, event.originalHandler, event.delegationSelector)\n }\n })\n },\n\n trigger(element, event, args) {\n if (typeof event !== 'string' || !element) {\n return null\n }\n\n const $ = getjQuery()\n const typeEvent = getTypeEvent(event)\n const inNamespace = event !== typeEvent\n const isNative = nativeEvents.has(typeEvent)\n\n let jQueryEvent\n let bubbles = true\n let nativeDispatch = true\n let defaultPrevented = false\n let evt = null\n\n if (inNamespace && $) {\n jQueryEvent = $.Event(event, args)\n\n $(element).trigger(jQueryEvent)\n bubbles = !jQueryEvent.isPropagationStopped()\n nativeDispatch = !jQueryEvent.isImmediatePropagationStopped()\n defaultPrevented = jQueryEvent.isDefaultPrevented()\n }\n\n if (isNative) {\n evt = document.createEvent('HTMLEvents')\n evt.initEvent(typeEvent, bubbles, true)\n } else {\n evt = new CustomEvent(event, {\n bubbles,\n cancelable: true\n })\n }\n\n // merge custom information in our event\n if (typeof args !== 'undefined') {\n Object.keys(args).forEach(key => {\n Object.defineProperty(evt, key, {\n get() {\n return args[key]\n }\n })\n })\n }\n\n if (defaultPrevented) {\n evt.preventDefault()\n }\n\n if (nativeDispatch) {\n element.dispatchEvent(evt)\n }\n\n if (evt.defaultPrevented && typeof jQueryEvent !== 'undefined') {\n jQueryEvent.preventDefault()\n }\n\n return evt\n }\n}\n\nexport default EventHandler\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): dom/data.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst elementMap = new Map()\n\nexport default {\n set(element, key, instance) {\n if (!elementMap.has(element)) {\n elementMap.set(element, new Map())\n }\n\n const instanceMap = elementMap.get(element)\n\n // make it clear we only want one instance per element\n // can be removed later when multiple key/instances are fine to be used\n if (!instanceMap.has(key) && instanceMap.size !== 0) {\n // eslint-disable-next-line no-console\n console.error(`Bootstrap doesn't allow more than one instance per element. Bound instance: ${Array.from(instanceMap.keys())[0]}.`)\n return\n }\n\n instanceMap.set(key, instance)\n },\n\n get(element, key) {\n if (elementMap.has(element)) {\n return elementMap.get(element).get(key) || null\n }\n\n return null\n },\n\n remove(element, key) {\n if (!elementMap.has(element)) {\n return\n }\n\n const instanceMap = elementMap.get(element)\n\n instanceMap.delete(key)\n\n // free up element references if there are no instances left for an element\n if (instanceMap.size === 0) {\n elementMap.delete(element)\n }\n }\n}\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): base-component.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport Data from './dom/data'\nimport {\n executeAfterTransition,\n getElement\n} from './util/index'\nimport EventHandler from './dom/event-handler'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst VERSION = '5.1.0'\n\nclass BaseComponent {\n constructor(element) {\n element = getElement(element)\n\n if (!element) {\n return\n }\n\n this._element = element\n Data.set(this._element, this.constructor.DATA_KEY, this)\n }\n\n dispose() {\n Data.remove(this._element, this.constructor.DATA_KEY)\n EventHandler.off(this._element, this.constructor.EVENT_KEY)\n\n Object.getOwnPropertyNames(this).forEach(propertyName => {\n this[propertyName] = null\n })\n }\n\n _queueCallback(callback, element, isAnimated = true) {\n executeAfterTransition(callback, element, isAnimated)\n }\n\n /** Static */\n\n static getInstance(element) {\n return Data.get(getElement(element), this.DATA_KEY)\n }\n\n static getOrCreateInstance(element, config = {}) {\n return this.getInstance(element) || new this(element, typeof config === 'object' ? config : null)\n }\n\n static get VERSION() {\n return VERSION\n }\n\n static get NAME() {\n throw new Error('You have to implement the static method \"NAME\", for each component!')\n }\n\n static get DATA_KEY() {\n return `bs.${this.NAME}`\n }\n\n static get EVENT_KEY() {\n return `.${this.DATA_KEY}`\n }\n}\n\nexport default BaseComponent\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): util/component-functions.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport EventHandler from '../dom/event-handler'\nimport { getElementFromSelector, isDisabled } from './index'\n\nconst enableDismissTrigger = (component, method = 'hide') => {\n const clickEvent = `click.dismiss${component.EVENT_KEY}`\n const name = component.NAME\n\n EventHandler.on(document, clickEvent, `[data-bs-dismiss=\"${name}\"]`, function (event) {\n if (['A', 'AREA'].includes(this.tagName)) {\n event.preventDefault()\n }\n\n if (isDisabled(this)) {\n return\n }\n\n const target = getElementFromSelector(this) || this.closest(`.${name}`)\n const instance = component.getOrCreateInstance(target)\n\n // Method argument is left, for Alert and only, as it doesn't implement the 'hide' method\n instance[method]()\n })\n}\n\nexport {\n enableDismissTrigger\n}\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): alert.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { defineJQueryPlugin } from './util/index'\nimport EventHandler from './dom/event-handler'\nimport BaseComponent from './base-component'\nimport { enableDismissTrigger } from './util/component-functions'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst NAME = 'alert'\nconst DATA_KEY = 'bs.alert'\nconst EVENT_KEY = `.${DATA_KEY}`\n\nconst EVENT_CLOSE = `close${EVENT_KEY}`\nconst EVENT_CLOSED = `closed${EVENT_KEY}`\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_SHOW = 'show'\n\n/**\n * ------------------------------------------------------------------------\n * Class Definition\n * ------------------------------------------------------------------------\n */\n\nclass Alert extends BaseComponent {\n // Getters\n\n static get NAME() {\n return NAME\n }\n\n // Public\n\n close() {\n const closeEvent = EventHandler.trigger(this._element, EVENT_CLOSE)\n\n if (closeEvent.defaultPrevented) {\n return\n }\n\n this._element.classList.remove(CLASS_NAME_SHOW)\n\n const isAnimated = this._element.classList.contains(CLASS_NAME_FADE)\n this._queueCallback(() => this._destroyElement(), this._element, isAnimated)\n }\n\n // Private\n _destroyElement() {\n this._element.remove()\n EventHandler.trigger(this._element, EVENT_CLOSED)\n this.dispose()\n }\n\n // Static\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Alert.getOrCreateInstance(this)\n\n if (typeof config !== 'string') {\n return\n }\n\n if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n throw new TypeError(`No method named \"${config}\"`)\n }\n\n data[config](this)\n })\n }\n}\n\n/**\n * ------------------------------------------------------------------------\n * Data Api implementation\n * ------------------------------------------------------------------------\n */\n\nenableDismissTrigger(Alert, 'close')\n/**\n * ------------------------------------------------------------------------\n * jQuery\n * ------------------------------------------------------------------------\n * add .Alert to jQuery only if jQuery is present\n */\n\ndefineJQueryPlugin(Alert)\n\nexport default Alert\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): button.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { defineJQueryPlugin } from './util/index'\nimport EventHandler from './dom/event-handler'\nimport BaseComponent from './base-component'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst NAME = 'button'\nconst DATA_KEY = 'bs.button'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst CLASS_NAME_ACTIVE = 'active'\n\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"button\"]'\n\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\n\n/**\n * ------------------------------------------------------------------------\n * Class Definition\n * ------------------------------------------------------------------------\n */\n\nclass Button extends BaseComponent {\n // Getters\n\n static get NAME() {\n return NAME\n }\n\n // Public\n\n toggle() {\n // Toggle class and sync the `aria-pressed` attribute with the return value of the `.toggle()` method\n this._element.setAttribute('aria-pressed', this._element.classList.toggle(CLASS_NAME_ACTIVE))\n }\n\n // Static\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Button.getOrCreateInstance(this)\n\n if (config === 'toggle') {\n data[config]()\n }\n })\n }\n}\n\n/**\n * ------------------------------------------------------------------------\n * Data Api implementation\n * ------------------------------------------------------------------------\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, event => {\n event.preventDefault()\n\n const button = event.target.closest(SELECTOR_DATA_TOGGLE)\n const data = Button.getOrCreateInstance(button)\n\n data.toggle()\n})\n\n/**\n * ------------------------------------------------------------------------\n * jQuery\n * ------------------------------------------------------------------------\n * add .Button to jQuery only if jQuery is present\n */\n\ndefineJQueryPlugin(Button)\n\nexport default Button\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): dom/manipulator.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nfunction normalizeData(val) {\n if (val === 'true') {\n return true\n }\n\n if (val === 'false') {\n return false\n }\n\n if (val === Number(val).toString()) {\n return Number(val)\n }\n\n if (val === '' || val === 'null') {\n return null\n }\n\n return val\n}\n\nfunction normalizeDataKey(key) {\n return key.replace(/[A-Z]/g, chr => `-${chr.toLowerCase()}`)\n}\n\nconst Manipulator = {\n setDataAttribute(element, key, value) {\n element.setAttribute(`data-bs-${normalizeDataKey(key)}`, value)\n },\n\n removeDataAttribute(element, key) {\n element.removeAttribute(`data-bs-${normalizeDataKey(key)}`)\n },\n\n getDataAttributes(element) {\n if (!element) {\n return {}\n }\n\n const attributes = {}\n\n Object.keys(element.dataset)\n .filter(key => key.startsWith('bs'))\n .forEach(key => {\n let pureKey = key.replace(/^bs/, '')\n pureKey = pureKey.charAt(0).toLowerCase() + pureKey.slice(1, pureKey.length)\n attributes[pureKey] = normalizeData(element.dataset[key])\n })\n\n return attributes\n },\n\n getDataAttribute(element, key) {\n return normalizeData(element.getAttribute(`data-bs-${normalizeDataKey(key)}`))\n },\n\n offset(element) {\n const rect = element.getBoundingClientRect()\n\n return {\n top: rect.top + window.pageYOffset,\n left: rect.left + window.pageXOffset\n }\n },\n\n position(element) {\n return {\n top: element.offsetTop,\n left: element.offsetLeft\n }\n }\n}\n\nexport default Manipulator\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): dom/selector-engine.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nimport { isDisabled, isVisible } from '../util/index'\n\nconst NODE_TEXT = 3\n\nconst SelectorEngine = {\n find(selector, element = document.documentElement) {\n return [].concat(...Element.prototype.querySelectorAll.call(element, selector))\n },\n\n findOne(selector, element = document.documentElement) {\n return Element.prototype.querySelector.call(element, selector)\n },\n\n children(element, selector) {\n return [].concat(...element.children)\n .filter(child => child.matches(selector))\n },\n\n parents(element, selector) {\n const parents = []\n\n let ancestor = element.parentNode\n\n while (ancestor && ancestor.nodeType === Node.ELEMENT_NODE && ancestor.nodeType !== NODE_TEXT) {\n if (ancestor.matches(selector)) {\n parents.push(ancestor)\n }\n\n ancestor = ancestor.parentNode\n }\n\n return parents\n },\n\n prev(element, selector) {\n let previous = element.previousElementSibling\n\n while (previous) {\n if (previous.matches(selector)) {\n return [previous]\n }\n\n previous = previous.previousElementSibling\n }\n\n return []\n },\n\n next(element, selector) {\n let next = element.nextElementSibling\n\n while (next) {\n if (next.matches(selector)) {\n return [next]\n }\n\n next = next.nextElementSibling\n }\n\n return []\n },\n\n focusableChildren(element) {\n const focusables = [\n 'a',\n 'button',\n 'input',\n 'textarea',\n 'select',\n 'details',\n '[tabindex]',\n '[contenteditable=\"true\"]'\n ].map(selector => `${selector}:not([tabindex^=\"-\"])`).join(', ')\n\n return this.find(focusables, element).filter(el => !isDisabled(el) && isVisible(el))\n }\n}\n\nexport default SelectorEngine\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): carousel.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport {\n defineJQueryPlugin,\n getElementFromSelector,\n isRTL,\n isVisible,\n getNextActiveElement,\n reflow,\n triggerTransitionEnd,\n typeCheckConfig\n} from './util/index'\nimport EventHandler from './dom/event-handler'\nimport Manipulator from './dom/manipulator'\nimport SelectorEngine from './dom/selector-engine'\nimport BaseComponent from './base-component'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst NAME = 'carousel'\nconst DATA_KEY = 'bs.carousel'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst ARROW_LEFT_KEY = 'ArrowLeft'\nconst ARROW_RIGHT_KEY = 'ArrowRight'\nconst TOUCHEVENT_COMPAT_WAIT = 500 // Time for mouse compat events to fire after touch\nconst SWIPE_THRESHOLD = 40\n\nconst Default = {\n interval: 5000,\n keyboard: true,\n slide: false,\n pause: 'hover',\n wrap: true,\n touch: true\n}\n\nconst DefaultType = {\n interval: '(number|boolean)',\n keyboard: 'boolean',\n slide: '(boolean|string)',\n pause: '(string|boolean)',\n wrap: 'boolean',\n touch: 'boolean'\n}\n\nconst ORDER_NEXT = 'next'\nconst ORDER_PREV = 'prev'\nconst DIRECTION_LEFT = 'left'\nconst DIRECTION_RIGHT = 'right'\n\nconst KEY_TO_DIRECTION = {\n [ARROW_LEFT_KEY]: DIRECTION_RIGHT,\n [ARROW_RIGHT_KEY]: DIRECTION_LEFT\n}\n\nconst EVENT_SLIDE = `slide${EVENT_KEY}`\nconst EVENT_SLID = `slid${EVENT_KEY}`\nconst EVENT_KEYDOWN = `keydown${EVENT_KEY}`\nconst EVENT_MOUSEENTER = `mouseenter${EVENT_KEY}`\nconst EVENT_MOUSELEAVE = `mouseleave${EVENT_KEY}`\nconst EVENT_TOUCHSTART = `touchstart${EVENT_KEY}`\nconst EVENT_TOUCHMOVE = `touchmove${EVENT_KEY}`\nconst EVENT_TOUCHEND = `touchend${EVENT_KEY}`\nconst EVENT_POINTERDOWN = `pointerdown${EVENT_KEY}`\nconst EVENT_POINTERUP = `pointerup${EVENT_KEY}`\nconst EVENT_DRAG_START = `dragstart${EVENT_KEY}`\nconst EVENT_LOAD_DATA_API = `load${EVENT_KEY}${DATA_API_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_CAROUSEL = 'carousel'\nconst CLASS_NAME_ACTIVE = 'active'\nconst CLASS_NAME_SLIDE = 'slide'\nconst CLASS_NAME_END = 'carousel-item-end'\nconst CLASS_NAME_START = 'carousel-item-start'\nconst CLASS_NAME_NEXT = 'carousel-item-next'\nconst CLASS_NAME_PREV = 'carousel-item-prev'\nconst CLASS_NAME_POINTER_EVENT = 'pointer-event'\n\nconst SELECTOR_ACTIVE = '.active'\nconst SELECTOR_ACTIVE_ITEM = '.active.carousel-item'\nconst SELECTOR_ITEM = '.carousel-item'\nconst SELECTOR_ITEM_IMG = '.carousel-item img'\nconst SELECTOR_NEXT_PREV = '.carousel-item-next, .carousel-item-prev'\nconst SELECTOR_INDICATORS = '.carousel-indicators'\nconst SELECTOR_INDICATOR = '[data-bs-target]'\nconst SELECTOR_DATA_SLIDE = '[data-bs-slide], [data-bs-slide-to]'\nconst SELECTOR_DATA_RIDE = '[data-bs-ride=\"carousel\"]'\n\nconst POINTER_TYPE_TOUCH = 'touch'\nconst POINTER_TYPE_PEN = 'pen'\n\n/**\n * ------------------------------------------------------------------------\n * Class Definition\n * ------------------------------------------------------------------------\n */\nclass Carousel extends BaseComponent {\n constructor(element, config) {\n super(element)\n\n this._items = null\n this._interval = null\n this._activeElement = null\n this._isPaused = false\n this._isSliding = false\n this.touchTimeout = null\n this.touchStartX = 0\n this.touchDeltaX = 0\n\n this._config = this._getConfig(config)\n this._indicatorsElement = SelectorEngine.findOne(SELECTOR_INDICATORS, this._element)\n this._touchSupported = 'ontouchstart' in document.documentElement || navigator.maxTouchPoints > 0\n this._pointerEvent = Boolean(window.PointerEvent)\n\n this._addEventListeners()\n }\n\n // Getters\n\n static get Default() {\n return Default\n }\n\n static get NAME() {\n return NAME\n }\n\n // Public\n\n next() {\n this._slide(ORDER_NEXT)\n }\n\n nextWhenVisible() {\n // Don't call next when the page isn't visible\n // or the carousel or its parent isn't visible\n if (!document.hidden && isVisible(this._element)) {\n this.next()\n }\n }\n\n prev() {\n this._slide(ORDER_PREV)\n }\n\n pause(event) {\n if (!event) {\n this._isPaused = true\n }\n\n if (SelectorEngine.findOne(SELECTOR_NEXT_PREV, this._element)) {\n triggerTransitionEnd(this._element)\n this.cycle(true)\n }\n\n clearInterval(this._interval)\n this._interval = null\n }\n\n cycle(event) {\n if (!event) {\n this._isPaused = false\n }\n\n if (this._interval) {\n clearInterval(this._interval)\n this._interval = null\n }\n\n if (this._config && this._config.interval && !this._isPaused) {\n this._updateInterval()\n\n this._interval = setInterval(\n (document.visibilityState ? this.nextWhenVisible : this.next).bind(this),\n this._config.interval\n )\n }\n }\n\n to(index) {\n this._activeElement = SelectorEngine.findOne(SELECTOR_ACTIVE_ITEM, this._element)\n const activeIndex = this._getItemIndex(this._activeElement)\n\n if (index > this._items.length - 1 || index < 0) {\n return\n }\n\n if (this._isSliding) {\n EventHandler.one(this._element, EVENT_SLID, () => this.to(index))\n return\n }\n\n if (activeIndex === index) {\n this.pause()\n this.cycle()\n return\n }\n\n const order = index > activeIndex ?\n ORDER_NEXT :\n ORDER_PREV\n\n this._slide(order, this._items[index])\n }\n\n // Private\n\n _getConfig(config) {\n config = {\n ...Default,\n ...Manipulator.getDataAttributes(this._element),\n ...(typeof config === 'object' ? config : {})\n }\n typeCheckConfig(NAME, config, DefaultType)\n return config\n }\n\n _handleSwipe() {\n const absDeltax = Math.abs(this.touchDeltaX)\n\n if (absDeltax <= SWIPE_THRESHOLD) {\n return\n }\n\n const direction = absDeltax / this.touchDeltaX\n\n this.touchDeltaX = 0\n\n if (!direction) {\n return\n }\n\n this._slide(direction > 0 ? DIRECTION_RIGHT : DIRECTION_LEFT)\n }\n\n _addEventListeners() {\n if (this._config.keyboard) {\n EventHandler.on(this._element, EVENT_KEYDOWN, event => this._keydown(event))\n }\n\n if (this._config.pause === 'hover') {\n EventHandler.on(this._element, EVENT_MOUSEENTER, event => this.pause(event))\n EventHandler.on(this._element, EVENT_MOUSELEAVE, event => this.cycle(event))\n }\n\n if (this._config.touch && this._touchSupported) {\n this._addTouchEventListeners()\n }\n }\n\n _addTouchEventListeners() {\n const start = event => {\n if (this._pointerEvent && (event.pointerType === POINTER_TYPE_PEN || event.pointerType === POINTER_TYPE_TOUCH)) {\n this.touchStartX = event.clientX\n } else if (!this._pointerEvent) {\n this.touchStartX = event.touches[0].clientX\n }\n }\n\n const move = event => {\n // ensure swiping with one touch and not pinching\n this.touchDeltaX = event.touches && event.touches.length > 1 ?\n 0 :\n event.touches[0].clientX - this.touchStartX\n }\n\n const end = event => {\n if (this._pointerEvent && (event.pointerType === POINTER_TYPE_PEN || event.pointerType === POINTER_TYPE_TOUCH)) {\n this.touchDeltaX = event.clientX - this.touchStartX\n }\n\n this._handleSwipe()\n if (this._config.pause === 'hover') {\n // If it's a touch-enabled device, mouseenter/leave are fired as\n // part of the mouse compatibility events on first tap - the carousel\n // would stop cycling until user tapped out of it;\n // here, we listen for touchend, explicitly pause the carousel\n // (as if it's the second time we tap on it, mouseenter compat event\n // is NOT fired) and after a timeout (to allow for mouse compatibility\n // events to fire) we explicitly restart cycling\n\n this.pause()\n if (this.touchTimeout) {\n clearTimeout(this.touchTimeout)\n }\n\n this.touchTimeout = setTimeout(event => this.cycle(event), TOUCHEVENT_COMPAT_WAIT + this._config.interval)\n }\n }\n\n SelectorEngine.find(SELECTOR_ITEM_IMG, this._element).forEach(itemImg => {\n EventHandler.on(itemImg, EVENT_DRAG_START, e => e.preventDefault())\n })\n\n if (this._pointerEvent) {\n EventHandler.on(this._element, EVENT_POINTERDOWN, event => start(event))\n EventHandler.on(this._element, EVENT_POINTERUP, event => end(event))\n\n this._element.classList.add(CLASS_NAME_POINTER_EVENT)\n } else {\n EventHandler.on(this._element, EVENT_TOUCHSTART, event => start(event))\n EventHandler.on(this._element, EVENT_TOUCHMOVE, event => move(event))\n EventHandler.on(this._element, EVENT_TOUCHEND, event => end(event))\n }\n }\n\n _keydown(event) {\n if (/input|textarea/i.test(event.target.tagName)) {\n return\n }\n\n const direction = KEY_TO_DIRECTION[event.key]\n if (direction) {\n event.preventDefault()\n this._slide(direction)\n }\n }\n\n _getItemIndex(element) {\n this._items = element && element.parentNode ?\n SelectorEngine.find(SELECTOR_ITEM, element.parentNode) :\n []\n\n return this._items.indexOf(element)\n }\n\n _getItemByOrder(order, activeElement) {\n const isNext = order === ORDER_NEXT\n return getNextActiveElement(this._items, activeElement, isNext, this._config.wrap)\n }\n\n _triggerSlideEvent(relatedTarget, eventDirectionName) {\n const targetIndex = this._getItemIndex(relatedTarget)\n const fromIndex = this._getItemIndex(SelectorEngine.findOne(SELECTOR_ACTIVE_ITEM, this._element))\n\n return EventHandler.trigger(this._element, EVENT_SLIDE, {\n relatedTarget,\n direction: eventDirectionName,\n from: fromIndex,\n to: targetIndex\n })\n }\n\n _setActiveIndicatorElement(element) {\n if (this._indicatorsElement) {\n const activeIndicator = SelectorEngine.findOne(SELECTOR_ACTIVE, this._indicatorsElement)\n\n activeIndicator.classList.remove(CLASS_NAME_ACTIVE)\n activeIndicator.removeAttribute('aria-current')\n\n const indicators = SelectorEngine.find(SELECTOR_INDICATOR, this._indicatorsElement)\n\n for (let i = 0; i < indicators.length; i++) {\n if (Number.parseInt(indicators[i].getAttribute('data-bs-slide-to'), 10) === this._getItemIndex(element)) {\n indicators[i].classList.add(CLASS_NAME_ACTIVE)\n indicators[i].setAttribute('aria-current', 'true')\n break\n }\n }\n }\n }\n\n _updateInterval() {\n const element = this._activeElement || SelectorEngine.findOne(SELECTOR_ACTIVE_ITEM, this._element)\n\n if (!element) {\n return\n }\n\n const elementInterval = Number.parseInt(element.getAttribute('data-bs-interval'), 10)\n\n if (elementInterval) {\n this._config.defaultInterval = this._config.defaultInterval || this._config.interval\n this._config.interval = elementInterval\n } else {\n this._config.interval = this._config.defaultInterval || this._config.interval\n }\n }\n\n _slide(directionOrOrder, element) {\n const order = this._directionToOrder(directionOrOrder)\n const activeElement = SelectorEngine.findOne(SELECTOR_ACTIVE_ITEM, this._element)\n const activeElementIndex = this._getItemIndex(activeElement)\n const nextElement = element || this._getItemByOrder(order, activeElement)\n\n const nextElementIndex = this._getItemIndex(nextElement)\n const isCycling = Boolean(this._interval)\n\n const isNext = order === ORDER_NEXT\n const directionalClassName = isNext ? CLASS_NAME_START : CLASS_NAME_END\n const orderClassName = isNext ? CLASS_NAME_NEXT : CLASS_NAME_PREV\n const eventDirectionName = this._orderToDirection(order)\n\n if (nextElement && nextElement.classList.contains(CLASS_NAME_ACTIVE)) {\n this._isSliding = false\n return\n }\n\n if (this._isSliding) {\n return\n }\n\n const slideEvent = this._triggerSlideEvent(nextElement, eventDirectionName)\n if (slideEvent.defaultPrevented) {\n return\n }\n\n if (!activeElement || !nextElement) {\n // Some weirdness is happening, so we bail\n return\n }\n\n this._isSliding = true\n\n if (isCycling) {\n this.pause()\n }\n\n this._setActiveIndicatorElement(nextElement)\n this._activeElement = nextElement\n\n const triggerSlidEvent = () => {\n EventHandler.trigger(this._element, EVENT_SLID, {\n relatedTarget: nextElement,\n direction: eventDirectionName,\n from: activeElementIndex,\n to: nextElementIndex\n })\n }\n\n if (this._element.classList.contains(CLASS_NAME_SLIDE)) {\n nextElement.classList.add(orderClassName)\n\n reflow(nextElement)\n\n activeElement.classList.add(directionalClassName)\n nextElement.classList.add(directionalClassName)\n\n const completeCallBack = () => {\n nextElement.classList.remove(directionalClassName, orderClassName)\n nextElement.classList.add(CLASS_NAME_ACTIVE)\n\n activeElement.classList.remove(CLASS_NAME_ACTIVE, orderClassName, directionalClassName)\n\n this._isSliding = false\n\n setTimeout(triggerSlidEvent, 0)\n }\n\n this._queueCallback(completeCallBack, activeElement, true)\n } else {\n activeElement.classList.remove(CLASS_NAME_ACTIVE)\n nextElement.classList.add(CLASS_NAME_ACTIVE)\n\n this._isSliding = false\n triggerSlidEvent()\n }\n\n if (isCycling) {\n this.cycle()\n }\n }\n\n _directionToOrder(direction) {\n if (![DIRECTION_RIGHT, DIRECTION_LEFT].includes(direction)) {\n return direction\n }\n\n if (isRTL()) {\n return direction === DIRECTION_LEFT ? ORDER_PREV : ORDER_NEXT\n }\n\n return direction === DIRECTION_LEFT ? ORDER_NEXT : ORDER_PREV\n }\n\n _orderToDirection(order) {\n if (![ORDER_NEXT, ORDER_PREV].includes(order)) {\n return order\n }\n\n if (isRTL()) {\n return order === ORDER_PREV ? DIRECTION_LEFT : DIRECTION_RIGHT\n }\n\n return order === ORDER_PREV ? DIRECTION_RIGHT : DIRECTION_LEFT\n }\n\n // Static\n\n static carouselInterface(element, config) {\n const data = Carousel.getOrCreateInstance(element, config)\n\n let { _config } = data\n if (typeof config === 'object') {\n _config = {\n ..._config,\n ...config\n }\n }\n\n const action = typeof config === 'string' ? config : _config.slide\n\n if (typeof config === 'number') {\n data.to(config)\n } else if (typeof action === 'string') {\n if (typeof data[action] === 'undefined') {\n throw new TypeError(`No method named \"${action}\"`)\n }\n\n data[action]()\n } else if (_config.interval && _config.ride) {\n data.pause()\n data.cycle()\n }\n }\n\n static jQueryInterface(config) {\n return this.each(function () {\n Carousel.carouselInterface(this, config)\n })\n }\n\n static dataApiClickHandler(event) {\n const target = getElementFromSelector(this)\n\n if (!target || !target.classList.contains(CLASS_NAME_CAROUSEL)) {\n return\n }\n\n const config = {\n ...Manipulator.getDataAttributes(target),\n ...Manipulator.getDataAttributes(this)\n }\n const slideIndex = this.getAttribute('data-bs-slide-to')\n\n if (slideIndex) {\n config.interval = false\n }\n\n Carousel.carouselInterface(target, config)\n\n if (slideIndex) {\n Carousel.getInstance(target).to(slideIndex)\n }\n\n event.preventDefault()\n }\n}\n\n/**\n * ------------------------------------------------------------------------\n * Data Api implementation\n * ------------------------------------------------------------------------\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_SLIDE, Carousel.dataApiClickHandler)\n\nEventHandler.on(window, EVENT_LOAD_DATA_API, () => {\n const carousels = SelectorEngine.find(SELECTOR_DATA_RIDE)\n\n for (let i = 0, len = carousels.length; i < len; i++) {\n Carousel.carouselInterface(carousels[i], Carousel.getInstance(carousels[i]))\n }\n})\n\n/**\n * ------------------------------------------------------------------------\n * jQuery\n * ------------------------------------------------------------------------\n * add .Carousel to jQuery only if jQuery is present\n */\n\ndefineJQueryPlugin(Carousel)\n\nexport default Carousel\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): collapse.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport {\n defineJQueryPlugin,\n getElement,\n getSelectorFromElement,\n getElementFromSelector,\n reflow,\n typeCheckConfig\n} from './util/index'\nimport Data from './dom/data'\nimport EventHandler from './dom/event-handler'\nimport Manipulator from './dom/manipulator'\nimport SelectorEngine from './dom/selector-engine'\nimport BaseComponent from './base-component'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst NAME = 'collapse'\nconst DATA_KEY = 'bs.collapse'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst Default = {\n toggle: true,\n parent: null\n}\n\nconst DefaultType = {\n toggle: 'boolean',\n parent: '(null|element)'\n}\n\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_COLLAPSE = 'collapse'\nconst CLASS_NAME_COLLAPSING = 'collapsing'\nconst CLASS_NAME_COLLAPSED = 'collapsed'\nconst CLASS_NAME_HORIZONTAL = 'collapse-horizontal'\n\nconst WIDTH = 'width'\nconst HEIGHT = 'height'\n\nconst SELECTOR_ACTIVES = '.show, .collapsing'\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"collapse\"]'\n\n/**\n * ------------------------------------------------------------------------\n * Class Definition\n * ------------------------------------------------------------------------\n */\n\nclass Collapse extends BaseComponent {\n constructor(element, config) {\n super(element)\n\n this._isTransitioning = false\n this._config = this._getConfig(config)\n this._triggerArray = []\n\n const toggleList = SelectorEngine.find(SELECTOR_DATA_TOGGLE)\n\n for (let i = 0, len = toggleList.length; i < len; i++) {\n const elem = toggleList[i]\n const selector = getSelectorFromElement(elem)\n const filterElement = SelectorEngine.find(selector)\n .filter(foundElem => foundElem === this._element)\n\n if (selector !== null && filterElement.length) {\n this._selector = selector\n this._triggerArray.push(elem)\n }\n }\n\n this._initializeChildren()\n\n if (!this._config.parent) {\n this._addAriaAndCollapsedClass(this._triggerArray, this._isShown())\n }\n\n if (this._config.toggle) {\n this.toggle()\n }\n }\n\n // Getters\n\n static get Default() {\n return Default\n }\n\n static get NAME() {\n return NAME\n }\n\n // Public\n\n toggle() {\n if (this._isShown()) {\n this.hide()\n } else {\n this.show()\n }\n }\n\n show() {\n if (this._isTransitioning || this._isShown()) {\n return\n }\n\n let actives = []\n let activesData\n\n if (this._config.parent) {\n const children = SelectorEngine.find(`.${CLASS_NAME_COLLAPSE} .${CLASS_NAME_COLLAPSE}`, this._config.parent)\n actives = SelectorEngine.find(SELECTOR_ACTIVES, this._config.parent).filter(elem => !children.includes(elem)) // remove children if greater depth\n }\n\n const container = SelectorEngine.findOne(this._selector)\n if (actives.length) {\n const tempActiveData = actives.find(elem => container !== elem)\n activesData = tempActiveData ? Collapse.getInstance(tempActiveData) : null\n\n if (activesData && activesData._isTransitioning) {\n return\n }\n }\n\n const startEvent = EventHandler.trigger(this._element, EVENT_SHOW)\n if (startEvent.defaultPrevented) {\n return\n }\n\n actives.forEach(elemActive => {\n if (container !== elemActive) {\n Collapse.getOrCreateInstance(elemActive, { toggle: false }).hide()\n }\n\n if (!activesData) {\n Data.set(elemActive, DATA_KEY, null)\n }\n })\n\n const dimension = this._getDimension()\n\n this._element.classList.remove(CLASS_NAME_COLLAPSE)\n this._element.classList.add(CLASS_NAME_COLLAPSING)\n\n this._element.style[dimension] = 0\n\n this._addAriaAndCollapsedClass(this._triggerArray, true)\n this._isTransitioning = true\n\n const complete = () => {\n this._isTransitioning = false\n\n this._element.classList.remove(CLASS_NAME_COLLAPSING)\n this._element.classList.add(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW)\n\n this._element.style[dimension] = ''\n\n EventHandler.trigger(this._element, EVENT_SHOWN)\n }\n\n const capitalizedDimension = dimension[0].toUpperCase() + dimension.slice(1)\n const scrollSize = `scroll${capitalizedDimension}`\n\n this._queueCallback(complete, this._element, true)\n this._element.style[dimension] = `${this._element[scrollSize]}px`\n }\n\n hide() {\n if (this._isTransitioning || !this._isShown()) {\n return\n }\n\n const startEvent = EventHandler.trigger(this._element, EVENT_HIDE)\n if (startEvent.defaultPrevented) {\n return\n }\n\n const dimension = this._getDimension()\n\n this._element.style[dimension] = `${this._element.getBoundingClientRect()[dimension]}px`\n\n reflow(this._element)\n\n this._element.classList.add(CLASS_NAME_COLLAPSING)\n this._element.classList.remove(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW)\n\n const triggerArrayLength = this._triggerArray.length\n for (let i = 0; i < triggerArrayLength; i++) {\n const trigger = this._triggerArray[i]\n const elem = getElementFromSelector(trigger)\n\n if (elem && !this._isShown(elem)) {\n this._addAriaAndCollapsedClass([trigger], false)\n }\n }\n\n this._isTransitioning = true\n\n const complete = () => {\n this._isTransitioning = false\n this._element.classList.remove(CLASS_NAME_COLLAPSING)\n this._element.classList.add(CLASS_NAME_COLLAPSE)\n EventHandler.trigger(this._element, EVENT_HIDDEN)\n }\n\n this._element.style[dimension] = ''\n\n this._queueCallback(complete, this._element, true)\n }\n\n _isShown(element = this._element) {\n return element.classList.contains(CLASS_NAME_SHOW)\n }\n\n // Private\n\n _getConfig(config) {\n config = {\n ...Default,\n ...Manipulator.getDataAttributes(this._element),\n ...config\n }\n config.toggle = Boolean(config.toggle) // Coerce string values\n config.parent = getElement(config.parent)\n typeCheckConfig(NAME, config, DefaultType)\n return config\n }\n\n _getDimension() {\n return this._element.classList.contains(CLASS_NAME_HORIZONTAL) ? WIDTH : HEIGHT\n }\n\n _initializeChildren() {\n if (!this._config.parent) {\n return\n }\n\n const children = SelectorEngine.find(`.${CLASS_NAME_COLLAPSE} .${CLASS_NAME_COLLAPSE}`, this._config.parent)\n SelectorEngine.find(SELECTOR_DATA_TOGGLE, this._config.parent).filter(elem => !children.includes(elem))\n .forEach(element => {\n const selected = getElementFromSelector(element)\n\n if (selected) {\n this._addAriaAndCollapsedClass([element], this._isShown(selected))\n }\n })\n }\n\n _addAriaAndCollapsedClass(triggerArray, isOpen) {\n if (!triggerArray.length) {\n return\n }\n\n triggerArray.forEach(elem => {\n if (isOpen) {\n elem.classList.remove(CLASS_NAME_COLLAPSED)\n } else {\n elem.classList.add(CLASS_NAME_COLLAPSED)\n }\n\n elem.setAttribute('aria-expanded', isOpen)\n })\n }\n\n // Static\n\n static jQueryInterface(config) {\n return this.each(function () {\n const _config = {}\n if (typeof config === 'string' && /show|hide/.test(config)) {\n _config.toggle = false\n }\n\n const data = Collapse.getOrCreateInstance(this, _config)\n\n if (typeof config === 'string') {\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`)\n }\n\n data[config]()\n }\n })\n }\n}\n\n/**\n * ------------------------------------------------------------------------\n * Data Api implementation\n * ------------------------------------------------------------------------\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n // preventDefault only for elements (which change the URL) not inside the collapsible element\n if (event.target.tagName === 'A' || (event.delegateTarget && event.delegateTarget.tagName === 'A')) {\n event.preventDefault()\n }\n\n const selector = getSelectorFromElement(this)\n const selectorElements = SelectorEngine.find(selector)\n\n selectorElements.forEach(element => {\n Collapse.getOrCreateInstance(element, { toggle: false }).toggle()\n })\n})\n\n/**\n * ------------------------------------------------------------------------\n * jQuery\n * ------------------------------------------------------------------------\n * add .Collapse to jQuery only if jQuery is present\n */\n\ndefineJQueryPlugin(Collapse)\n\nexport default Collapse\n","export var top = 'top';\nexport var bottom = 'bottom';\nexport var right = 'right';\nexport var left = 'left';\nexport var auto = 'auto';\nexport var basePlacements = [top, bottom, right, left];\nexport var start = 'start';\nexport var end = 'end';\nexport var clippingParents = 'clippingParents';\nexport var viewport = 'viewport';\nexport var popper = 'popper';\nexport var reference = 'reference';\nexport var variationPlacements = /*#__PURE__*/basePlacements.reduce(function (acc, placement) {\n return acc.concat([placement + \"-\" + start, placement + \"-\" + end]);\n}, []);\nexport var placements = /*#__PURE__*/[].concat(basePlacements, [auto]).reduce(function (acc, placement) {\n return acc.concat([placement, placement + \"-\" + start, placement + \"-\" + end]);\n}, []); // modifiers that need to read the DOM\n\nexport var beforeRead = 'beforeRead';\nexport var read = 'read';\nexport var afterRead = 'afterRead'; // pure-logic modifiers\n\nexport var beforeMain = 'beforeMain';\nexport var main = 'main';\nexport var afterMain = 'afterMain'; // modifier with the purpose to write to the DOM (or write into a framework state)\n\nexport var beforeWrite = 'beforeWrite';\nexport var write = 'write';\nexport var afterWrite = 'afterWrite';\nexport var modifierPhases = [beforeRead, read, afterRead, beforeMain, main, afterMain, beforeWrite, write, afterWrite];","export default function getNodeName(element) {\n return element ? (element.nodeName || '').toLowerCase() : null;\n}","export default function getWindow(node) {\n if (node == null) {\n return window;\n }\n\n if (node.toString() !== '[object Window]') {\n var ownerDocument = node.ownerDocument;\n return ownerDocument ? ownerDocument.defaultView || window : window;\n }\n\n return node;\n}","import getWindow from \"./getWindow.js\";\n\nfunction isElement(node) {\n var OwnElement = getWindow(node).Element;\n return node instanceof OwnElement || node instanceof Element;\n}\n\nfunction isHTMLElement(node) {\n var OwnElement = getWindow(node).HTMLElement;\n return node instanceof OwnElement || node instanceof HTMLElement;\n}\n\nfunction isShadowRoot(node) {\n // IE 11 has no ShadowRoot\n if (typeof ShadowRoot === 'undefined') {\n return false;\n }\n\n var OwnElement = getWindow(node).ShadowRoot;\n return node instanceof OwnElement || node instanceof ShadowRoot;\n}\n\nexport { isElement, isHTMLElement, isShadowRoot };","import getNodeName from \"../dom-utils/getNodeName.js\";\nimport { isHTMLElement } from \"../dom-utils/instanceOf.js\"; // This modifier takes the styles prepared by the `computeStyles` modifier\n// and applies them to the HTMLElements such as popper and arrow\n\nfunction applyStyles(_ref) {\n var state = _ref.state;\n Object.keys(state.elements).forEach(function (name) {\n var style = state.styles[name] || {};\n var attributes = state.attributes[name] || {};\n var element = state.elements[name]; // arrow is optional + virtual elements\n\n if (!isHTMLElement(element) || !getNodeName(element)) {\n return;\n } // Flow doesn't support to extend this property, but it's the most\n // effective way to apply styles to an HTMLElement\n // $FlowFixMe[cannot-write]\n\n\n Object.assign(element.style, style);\n Object.keys(attributes).forEach(function (name) {\n var value = attributes[name];\n\n if (value === false) {\n element.removeAttribute(name);\n } else {\n element.setAttribute(name, value === true ? '' : value);\n }\n });\n });\n}\n\nfunction effect(_ref2) {\n var state = _ref2.state;\n var initialStyles = {\n popper: {\n position: state.options.strategy,\n left: '0',\n top: '0',\n margin: '0'\n },\n arrow: {\n position: 'absolute'\n },\n reference: {}\n };\n Object.assign(state.elements.popper.style, initialStyles.popper);\n state.styles = initialStyles;\n\n if (state.elements.arrow) {\n Object.assign(state.elements.arrow.style, initialStyles.arrow);\n }\n\n return function () {\n Object.keys(state.elements).forEach(function (name) {\n var element = state.elements[name];\n var attributes = state.attributes[name] || {};\n var styleProperties = Object.keys(state.styles.hasOwnProperty(name) ? state.styles[name] : initialStyles[name]); // Set all values to an empty string to unset them\n\n var style = styleProperties.reduce(function (style, property) {\n style[property] = '';\n return style;\n }, {}); // arrow is optional + virtual elements\n\n if (!isHTMLElement(element) || !getNodeName(element)) {\n return;\n }\n\n Object.assign(element.style, style);\n Object.keys(attributes).forEach(function (attribute) {\n element.removeAttribute(attribute);\n });\n });\n };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'applyStyles',\n enabled: true,\n phase: 'write',\n fn: applyStyles,\n effect: effect,\n requires: ['computeStyles']\n};","import { auto } from \"../enums.js\";\nexport default function getBasePlacement(placement) {\n return placement.split('-')[0];\n}","import { isHTMLElement } from \"./instanceOf.js\";\nvar round = Math.round;\nexport default function getBoundingClientRect(element, includeScale) {\n if (includeScale === void 0) {\n includeScale = false;\n }\n\n var rect = element.getBoundingClientRect();\n var scaleX = 1;\n var scaleY = 1;\n\n if (isHTMLElement(element) && includeScale) {\n // Fallback to 1 in case both values are `0`\n scaleX = rect.width / element.offsetWidth || 1;\n scaleY = rect.height / element.offsetHeight || 1;\n }\n\n return {\n width: round(rect.width / scaleX),\n height: round(rect.height / scaleY),\n top: round(rect.top / scaleY),\n right: round(rect.right / scaleX),\n bottom: round(rect.bottom / scaleY),\n left: round(rect.left / scaleX),\n x: round(rect.left / scaleX),\n y: round(rect.top / scaleY)\n };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\"; // Returns the layout rect of an element relative to its offsetParent. Layout\n// means it doesn't take into account transforms.\n\nexport default function getLayoutRect(element) {\n var clientRect = getBoundingClientRect(element); // Use the clientRect sizes if it's not been transformed.\n // Fixes https://github.com/popperjs/popper-core/issues/1223\n\n var width = element.offsetWidth;\n var height = element.offsetHeight;\n\n if (Math.abs(clientRect.width - width) <= 1) {\n width = clientRect.width;\n }\n\n if (Math.abs(clientRect.height - height) <= 1) {\n height = clientRect.height;\n }\n\n return {\n x: element.offsetLeft,\n y: element.offsetTop,\n width: width,\n height: height\n };\n}","import { isShadowRoot } from \"./instanceOf.js\";\nexport default function contains(parent, child) {\n var rootNode = child.getRootNode && child.getRootNode(); // First, attempt with faster native method\n\n if (parent.contains(child)) {\n return true;\n } // then fallback to custom implementation with Shadow DOM support\n else if (rootNode && isShadowRoot(rootNode)) {\n var next = child;\n\n do {\n if (next && parent.isSameNode(next)) {\n return true;\n } // $FlowFixMe[prop-missing]: need a better way to handle this...\n\n\n next = next.parentNode || next.host;\n } while (next);\n } // Give up, the result is false\n\n\n return false;\n}","import getWindow from \"./getWindow.js\";\nexport default function getComputedStyle(element) {\n return getWindow(element).getComputedStyle(element);\n}","import getNodeName from \"./getNodeName.js\";\nexport default function isTableElement(element) {\n return ['table', 'td', 'th'].indexOf(getNodeName(element)) >= 0;\n}","import { isElement } from \"./instanceOf.js\";\nexport default function getDocumentElement(element) {\n // $FlowFixMe[incompatible-return]: assume body is always available\n return ((isElement(element) ? element.ownerDocument : // $FlowFixMe[prop-missing]\n element.document) || window.document).documentElement;\n}","import getNodeName from \"./getNodeName.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport { isShadowRoot } from \"./instanceOf.js\";\nexport default function getParentNode(element) {\n if (getNodeName(element) === 'html') {\n return element;\n }\n\n return (// this is a quicker (but less type safe) way to save quite some bytes from the bundle\n // $FlowFixMe[incompatible-return]\n // $FlowFixMe[prop-missing]\n element.assignedSlot || // step into the shadow DOM of the parent of a slotted node\n element.parentNode || ( // DOM Element detected\n isShadowRoot(element) ? element.host : null) || // ShadowRoot detected\n // $FlowFixMe[incompatible-call]: HTMLElement is a Node\n getDocumentElement(element) // fallback\n\n );\n}","import getWindow from \"./getWindow.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport isTableElement from \"./isTableElement.js\";\nimport getParentNode from \"./getParentNode.js\";\n\nfunction getTrueOffsetParent(element) {\n if (!isHTMLElement(element) || // https://github.com/popperjs/popper-core/issues/837\n getComputedStyle(element).position === 'fixed') {\n return null;\n }\n\n return element.offsetParent;\n} // `.offsetParent` reports `null` for fixed elements, while absolute elements\n// return the containing block\n\n\nfunction getContainingBlock(element) {\n var isFirefox = navigator.userAgent.toLowerCase().indexOf('firefox') !== -1;\n var isIE = navigator.userAgent.indexOf('Trident') !== -1;\n\n if (isIE && isHTMLElement(element)) {\n // In IE 9, 10 and 11 fixed elements containing block is always established by the viewport\n var elementCss = getComputedStyle(element);\n\n if (elementCss.position === 'fixed') {\n return null;\n }\n }\n\n var currentNode = getParentNode(element);\n\n while (isHTMLElement(currentNode) && ['html', 'body'].indexOf(getNodeName(currentNode)) < 0) {\n var css = getComputedStyle(currentNode); // This is non-exhaustive but covers the most common CSS properties that\n // create a containing block.\n // https://developer.mozilla.org/en-US/docs/Web/CSS/Containing_block#identifying_the_containing_block\n\n if (css.transform !== 'none' || css.perspective !== 'none' || css.contain === 'paint' || ['transform', 'perspective'].indexOf(css.willChange) !== -1 || isFirefox && css.willChange === 'filter' || isFirefox && css.filter && css.filter !== 'none') {\n return currentNode;\n } else {\n currentNode = currentNode.parentNode;\n }\n }\n\n return null;\n} // Gets the closest ancestor positioned element. Handles some edge cases,\n// such as table ancestors and cross browser bugs.\n\n\nexport default function getOffsetParent(element) {\n var window = getWindow(element);\n var offsetParent = getTrueOffsetParent(element);\n\n while (offsetParent && isTableElement(offsetParent) && getComputedStyle(offsetParent).position === 'static') {\n offsetParent = getTrueOffsetParent(offsetParent);\n }\n\n if (offsetParent && (getNodeName(offsetParent) === 'html' || getNodeName(offsetParent) === 'body' && getComputedStyle(offsetParent).position === 'static')) {\n return window;\n }\n\n return offsetParent || getContainingBlock(element) || window;\n}","export default function getMainAxisFromPlacement(placement) {\n return ['top', 'bottom'].indexOf(placement) >= 0 ? 'x' : 'y';\n}","export var max = Math.max;\nexport var min = Math.min;\nexport var round = Math.round;","import { max as mathMax, min as mathMin } from \"./math.js\";\nexport default function within(min, value, max) {\n return mathMax(min, mathMin(value, max));\n}","import getFreshSideObject from \"./getFreshSideObject.js\";\nexport default function mergePaddingObject(paddingObject) {\n return Object.assign({}, getFreshSideObject(), paddingObject);\n}","export default function getFreshSideObject() {\n return {\n top: 0,\n right: 0,\n bottom: 0,\n left: 0\n };\n}","export default function expandToHashMap(value, keys) {\n return keys.reduce(function (hashMap, key) {\n hashMap[key] = value;\n return hashMap;\n }, {});\n}","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport contains from \"../dom-utils/contains.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport within from \"../utils/within.js\";\nimport mergePaddingObject from \"../utils/mergePaddingObject.js\";\nimport expandToHashMap from \"../utils/expandToHashMap.js\";\nimport { left, right, basePlacements, top, bottom } from \"../enums.js\";\nimport { isHTMLElement } from \"../dom-utils/instanceOf.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar toPaddingObject = function toPaddingObject(padding, state) {\n padding = typeof padding === 'function' ? padding(Object.assign({}, state.rects, {\n placement: state.placement\n })) : padding;\n return mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n};\n\nfunction arrow(_ref) {\n var _state$modifiersData$;\n\n var state = _ref.state,\n name = _ref.name,\n options = _ref.options;\n var arrowElement = state.elements.arrow;\n var popperOffsets = state.modifiersData.popperOffsets;\n var basePlacement = getBasePlacement(state.placement);\n var axis = getMainAxisFromPlacement(basePlacement);\n var isVertical = [left, right].indexOf(basePlacement) >= 0;\n var len = isVertical ? 'height' : 'width';\n\n if (!arrowElement || !popperOffsets) {\n return;\n }\n\n var paddingObject = toPaddingObject(options.padding, state);\n var arrowRect = getLayoutRect(arrowElement);\n var minProp = axis === 'y' ? top : left;\n var maxProp = axis === 'y' ? bottom : right;\n var endDiff = state.rects.reference[len] + state.rects.reference[axis] - popperOffsets[axis] - state.rects.popper[len];\n var startDiff = popperOffsets[axis] - state.rects.reference[axis];\n var arrowOffsetParent = getOffsetParent(arrowElement);\n var clientSize = arrowOffsetParent ? axis === 'y' ? arrowOffsetParent.clientHeight || 0 : arrowOffsetParent.clientWidth || 0 : 0;\n var centerToReference = endDiff / 2 - startDiff / 2; // Make sure the arrow doesn't overflow the popper if the center point is\n // outside of the popper bounds\n\n var min = paddingObject[minProp];\n var max = clientSize - arrowRect[len] - paddingObject[maxProp];\n var center = clientSize / 2 - arrowRect[len] / 2 + centerToReference;\n var offset = within(min, center, max); // Prevents breaking syntax highlighting...\n\n var axisProp = axis;\n state.modifiersData[name] = (_state$modifiersData$ = {}, _state$modifiersData$[axisProp] = offset, _state$modifiersData$.centerOffset = offset - center, _state$modifiersData$);\n}\n\nfunction effect(_ref2) {\n var state = _ref2.state,\n options = _ref2.options;\n var _options$element = options.element,\n arrowElement = _options$element === void 0 ? '[data-popper-arrow]' : _options$element;\n\n if (arrowElement == null) {\n return;\n } // CSS selector\n\n\n if (typeof arrowElement === 'string') {\n arrowElement = state.elements.popper.querySelector(arrowElement);\n\n if (!arrowElement) {\n return;\n }\n }\n\n if (process.env.NODE_ENV !== \"production\") {\n if (!isHTMLElement(arrowElement)) {\n console.error(['Popper: \"arrow\" element must be an HTMLElement (not an SVGElement).', 'To use an SVG arrow, wrap it in an HTMLElement that will be used as', 'the arrow.'].join(' '));\n }\n }\n\n if (!contains(state.elements.popper, arrowElement)) {\n if (process.env.NODE_ENV !== \"production\") {\n console.error(['Popper: \"arrow\" modifier\\'s `element` must be a child of the popper', 'element.'].join(' '));\n }\n\n return;\n }\n\n state.elements.arrow = arrowElement;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'arrow',\n enabled: true,\n phase: 'main',\n fn: arrow,\n effect: effect,\n requires: ['popperOffsets'],\n requiresIfExists: ['preventOverflow']\n};","import { top, left, right, bottom } from \"../enums.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getWindow from \"../dom-utils/getWindow.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getComputedStyle from \"../dom-utils/getComputedStyle.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport { round } from \"../utils/math.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar unsetSides = {\n top: 'auto',\n right: 'auto',\n bottom: 'auto',\n left: 'auto'\n}; // Round the offsets to the nearest suitable subpixel based on the DPR.\n// Zooming can change the DPR, but it seems to report a value that will\n// cleanly divide the values into the appropriate subpixels.\n\nfunction roundOffsetsByDPR(_ref) {\n var x = _ref.x,\n y = _ref.y;\n var win = window;\n var dpr = win.devicePixelRatio || 1;\n return {\n x: round(round(x * dpr) / dpr) || 0,\n y: round(round(y * dpr) / dpr) || 0\n };\n}\n\nexport function mapToStyles(_ref2) {\n var _Object$assign2;\n\n var popper = _ref2.popper,\n popperRect = _ref2.popperRect,\n placement = _ref2.placement,\n offsets = _ref2.offsets,\n position = _ref2.position,\n gpuAcceleration = _ref2.gpuAcceleration,\n adaptive = _ref2.adaptive,\n roundOffsets = _ref2.roundOffsets;\n\n var _ref3 = roundOffsets === true ? roundOffsetsByDPR(offsets) : typeof roundOffsets === 'function' ? roundOffsets(offsets) : offsets,\n _ref3$x = _ref3.x,\n x = _ref3$x === void 0 ? 0 : _ref3$x,\n _ref3$y = _ref3.y,\n y = _ref3$y === void 0 ? 0 : _ref3$y;\n\n var hasX = offsets.hasOwnProperty('x');\n var hasY = offsets.hasOwnProperty('y');\n var sideX = left;\n var sideY = top;\n var win = window;\n\n if (adaptive) {\n var offsetParent = getOffsetParent(popper);\n var heightProp = 'clientHeight';\n var widthProp = 'clientWidth';\n\n if (offsetParent === getWindow(popper)) {\n offsetParent = getDocumentElement(popper);\n\n if (getComputedStyle(offsetParent).position !== 'static') {\n heightProp = 'scrollHeight';\n widthProp = 'scrollWidth';\n }\n } // $FlowFixMe[incompatible-cast]: force type refinement, we compare offsetParent with window above, but Flow doesn't detect it\n\n\n offsetParent = offsetParent;\n\n if (placement === top) {\n sideY = bottom; // $FlowFixMe[prop-missing]\n\n y -= offsetParent[heightProp] - popperRect.height;\n y *= gpuAcceleration ? 1 : -1;\n }\n\n if (placement === left) {\n sideX = right; // $FlowFixMe[prop-missing]\n\n x -= offsetParent[widthProp] - popperRect.width;\n x *= gpuAcceleration ? 1 : -1;\n }\n }\n\n var commonStyles = Object.assign({\n position: position\n }, adaptive && unsetSides);\n\n if (gpuAcceleration) {\n var _Object$assign;\n\n return Object.assign({}, commonStyles, (_Object$assign = {}, _Object$assign[sideY] = hasY ? '0' : '', _Object$assign[sideX] = hasX ? '0' : '', _Object$assign.transform = (win.devicePixelRatio || 1) < 2 ? \"translate(\" + x + \"px, \" + y + \"px)\" : \"translate3d(\" + x + \"px, \" + y + \"px, 0)\", _Object$assign));\n }\n\n return Object.assign({}, commonStyles, (_Object$assign2 = {}, _Object$assign2[sideY] = hasY ? y + \"px\" : '', _Object$assign2[sideX] = hasX ? x + \"px\" : '', _Object$assign2.transform = '', _Object$assign2));\n}\n\nfunction computeStyles(_ref4) {\n var state = _ref4.state,\n options = _ref4.options;\n var _options$gpuAccelerat = options.gpuAcceleration,\n gpuAcceleration = _options$gpuAccelerat === void 0 ? true : _options$gpuAccelerat,\n _options$adaptive = options.adaptive,\n adaptive = _options$adaptive === void 0 ? true : _options$adaptive,\n _options$roundOffsets = options.roundOffsets,\n roundOffsets = _options$roundOffsets === void 0 ? true : _options$roundOffsets;\n\n if (process.env.NODE_ENV !== \"production\") {\n var transitionProperty = getComputedStyle(state.elements.popper).transitionProperty || '';\n\n if (adaptive && ['transform', 'top', 'right', 'bottom', 'left'].some(function (property) {\n return transitionProperty.indexOf(property) >= 0;\n })) {\n console.warn(['Popper: Detected CSS transitions on at least one of the following', 'CSS properties: \"transform\", \"top\", \"right\", \"bottom\", \"left\".', '\\n\\n', 'Disable the \"computeStyles\" modifier\\'s `adaptive` option to allow', 'for smooth transitions, or remove these properties from the CSS', 'transition declaration on the popper element if only transitioning', 'opacity or background-color for example.', '\\n\\n', 'We recommend using the popper element as a wrapper around an inner', 'element that can have any CSS property transitioned for animations.'].join(' '));\n }\n }\n\n var commonStyles = {\n placement: getBasePlacement(state.placement),\n popper: state.elements.popper,\n popperRect: state.rects.popper,\n gpuAcceleration: gpuAcceleration\n };\n\n if (state.modifiersData.popperOffsets != null) {\n state.styles.popper = Object.assign({}, state.styles.popper, mapToStyles(Object.assign({}, commonStyles, {\n offsets: state.modifiersData.popperOffsets,\n position: state.options.strategy,\n adaptive: adaptive,\n roundOffsets: roundOffsets\n })));\n }\n\n if (state.modifiersData.arrow != null) {\n state.styles.arrow = Object.assign({}, state.styles.arrow, mapToStyles(Object.assign({}, commonStyles, {\n offsets: state.modifiersData.arrow,\n position: 'absolute',\n adaptive: false,\n roundOffsets: roundOffsets\n })));\n }\n\n state.attributes.popper = Object.assign({}, state.attributes.popper, {\n 'data-popper-placement': state.placement\n });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'computeStyles',\n enabled: true,\n phase: 'beforeWrite',\n fn: computeStyles,\n data: {}\n};","import getWindow from \"../dom-utils/getWindow.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar passive = {\n passive: true\n};\n\nfunction effect(_ref) {\n var state = _ref.state,\n instance = _ref.instance,\n options = _ref.options;\n var _options$scroll = options.scroll,\n scroll = _options$scroll === void 0 ? true : _options$scroll,\n _options$resize = options.resize,\n resize = _options$resize === void 0 ? true : _options$resize;\n var window = getWindow(state.elements.popper);\n var scrollParents = [].concat(state.scrollParents.reference, state.scrollParents.popper);\n\n if (scroll) {\n scrollParents.forEach(function (scrollParent) {\n scrollParent.addEventListener('scroll', instance.update, passive);\n });\n }\n\n if (resize) {\n window.addEventListener('resize', instance.update, passive);\n }\n\n return function () {\n if (scroll) {\n scrollParents.forEach(function (scrollParent) {\n scrollParent.removeEventListener('scroll', instance.update, passive);\n });\n }\n\n if (resize) {\n window.removeEventListener('resize', instance.update, passive);\n }\n };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'eventListeners',\n enabled: true,\n phase: 'write',\n fn: function fn() {},\n effect: effect,\n data: {}\n};","var hash = {\n left: 'right',\n right: 'left',\n bottom: 'top',\n top: 'bottom'\n};\nexport default function getOppositePlacement(placement) {\n return placement.replace(/left|right|bottom|top/g, function (matched) {\n return hash[matched];\n });\n}","var hash = {\n start: 'end',\n end: 'start'\n};\nexport default function getOppositeVariationPlacement(placement) {\n return placement.replace(/start|end/g, function (matched) {\n return hash[matched];\n });\n}","import getWindow from \"./getWindow.js\";\nexport default function getWindowScroll(node) {\n var win = getWindow(node);\n var scrollLeft = win.pageXOffset;\n var scrollTop = win.pageYOffset;\n return {\n scrollLeft: scrollLeft,\n scrollTop: scrollTop\n };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nexport default function getWindowScrollBarX(element) {\n // If has a CSS width greater than the viewport, then this will be\n // incorrect for RTL.\n // Popper 1 is broken in this case and never had a bug report so let's assume\n // it's not an issue. I don't think anyone ever specifies width on \n // anyway.\n // Browsers where the left scrollbar doesn't cause an issue report `0` for\n // this (e.g. Edge 2019, IE11, Safari)\n return getBoundingClientRect(getDocumentElement(element)).left + getWindowScroll(element).scrollLeft;\n}","import getComputedStyle from \"./getComputedStyle.js\";\nexport default function isScrollParent(element) {\n // Firefox wants us to check `-x` and `-y` variations as well\n var _getComputedStyle = getComputedStyle(element),\n overflow = _getComputedStyle.overflow,\n overflowX = _getComputedStyle.overflowX,\n overflowY = _getComputedStyle.overflowY;\n\n return /auto|scroll|overlay|hidden/.test(overflow + overflowY + overflowX);\n}","import getScrollParent from \"./getScrollParent.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getWindow from \"./getWindow.js\";\nimport isScrollParent from \"./isScrollParent.js\";\n/*\ngiven a DOM element, return the list of all scroll parents, up the list of ancesors\nuntil we get to the top window object. This list is what we attach scroll listeners\nto, because if any of these parent elements scroll, we'll need to re-calculate the\nreference element's position.\n*/\n\nexport default function listScrollParents(element, list) {\n var _element$ownerDocumen;\n\n if (list === void 0) {\n list = [];\n }\n\n var scrollParent = getScrollParent(element);\n var isBody = scrollParent === ((_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body);\n var win = getWindow(scrollParent);\n var target = isBody ? [win].concat(win.visualViewport || [], isScrollParent(scrollParent) ? scrollParent : []) : scrollParent;\n var updatedList = list.concat(target);\n return isBody ? updatedList : // $FlowFixMe[incompatible-call]: isBody tells us target will be an HTMLElement here\n updatedList.concat(listScrollParents(getParentNode(target)));\n}","import getParentNode from \"./getParentNode.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nexport default function getScrollParent(node) {\n if (['html', 'body', '#document'].indexOf(getNodeName(node)) >= 0) {\n // $FlowFixMe[incompatible-return]: assume body is always available\n return node.ownerDocument.body;\n }\n\n if (isHTMLElement(node) && isScrollParent(node)) {\n return node;\n }\n\n return getScrollParent(getParentNode(node));\n}","export default function rectToClientRect(rect) {\n return Object.assign({}, rect, {\n left: rect.x,\n top: rect.y,\n right: rect.x + rect.width,\n bottom: rect.y + rect.height\n });\n}","import { viewport } from \"../enums.js\";\nimport getViewportRect from \"./getViewportRect.js\";\nimport getDocumentRect from \"./getDocumentRect.js\";\nimport listScrollParents from \"./listScrollParents.js\";\nimport getOffsetParent from \"./getOffsetParent.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport contains from \"./contains.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport rectToClientRect from \"../utils/rectToClientRect.js\";\nimport { max, min } from \"../utils/math.js\";\n\nfunction getInnerBoundingClientRect(element) {\n var rect = getBoundingClientRect(element);\n rect.top = rect.top + element.clientTop;\n rect.left = rect.left + element.clientLeft;\n rect.bottom = rect.top + element.clientHeight;\n rect.right = rect.left + element.clientWidth;\n rect.width = element.clientWidth;\n rect.height = element.clientHeight;\n rect.x = rect.left;\n rect.y = rect.top;\n return rect;\n}\n\nfunction getClientRectFromMixedType(element, clippingParent) {\n return clippingParent === viewport ? rectToClientRect(getViewportRect(element)) : isHTMLElement(clippingParent) ? getInnerBoundingClientRect(clippingParent) : rectToClientRect(getDocumentRect(getDocumentElement(element)));\n} // A \"clipping parent\" is an overflowable container with the characteristic of\n// clipping (or hiding) overflowing elements with a position different from\n// `initial`\n\n\nfunction getClippingParents(element) {\n var clippingParents = listScrollParents(getParentNode(element));\n var canEscapeClipping = ['absolute', 'fixed'].indexOf(getComputedStyle(element).position) >= 0;\n var clipperElement = canEscapeClipping && isHTMLElement(element) ? getOffsetParent(element) : element;\n\n if (!isElement(clipperElement)) {\n return [];\n } // $FlowFixMe[incompatible-return]: https://github.com/facebook/flow/issues/1414\n\n\n return clippingParents.filter(function (clippingParent) {\n return isElement(clippingParent) && contains(clippingParent, clipperElement) && getNodeName(clippingParent) !== 'body';\n });\n} // Gets the maximum area that the element is visible in due to any number of\n// clipping parents\n\n\nexport default function getClippingRect(element, boundary, rootBoundary) {\n var mainClippingParents = boundary === 'clippingParents' ? getClippingParents(element) : [].concat(boundary);\n var clippingParents = [].concat(mainClippingParents, [rootBoundary]);\n var firstClippingParent = clippingParents[0];\n var clippingRect = clippingParents.reduce(function (accRect, clippingParent) {\n var rect = getClientRectFromMixedType(element, clippingParent);\n accRect.top = max(rect.top, accRect.top);\n accRect.right = min(rect.right, accRect.right);\n accRect.bottom = min(rect.bottom, accRect.bottom);\n accRect.left = max(rect.left, accRect.left);\n return accRect;\n }, getClientRectFromMixedType(element, firstClippingParent));\n clippingRect.width = clippingRect.right - clippingRect.left;\n clippingRect.height = clippingRect.bottom - clippingRect.top;\n clippingRect.x = clippingRect.left;\n clippingRect.y = clippingRect.top;\n return clippingRect;\n}","import getWindow from \"./getWindow.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nexport default function getViewportRect(element) {\n var win = getWindow(element);\n var html = getDocumentElement(element);\n var visualViewport = win.visualViewport;\n var width = html.clientWidth;\n var height = html.clientHeight;\n var x = 0;\n var y = 0; // NB: This isn't supported on iOS <= 12. If the keyboard is open, the popper\n // can be obscured underneath it.\n // Also, `html.clientHeight` adds the bottom bar height in Safari iOS, even\n // if it isn't open, so if this isn't available, the popper will be detected\n // to overflow the bottom of the screen too early.\n\n if (visualViewport) {\n width = visualViewport.width;\n height = visualViewport.height; // Uses Layout Viewport (like Chrome; Safari does not currently)\n // In Chrome, it returns a value very close to 0 (+/-) but contains rounding\n // errors due to floating point numbers, so we need to check precision.\n // Safari returns a number <= 0, usually < -1 when pinch-zoomed\n // Feature detection fails in mobile emulation mode in Chrome.\n // Math.abs(win.innerWidth / visualViewport.scale - visualViewport.width) <\n // 0.001\n // Fallback here: \"Not Safari\" userAgent\n\n if (!/^((?!chrome|android).)*safari/i.test(navigator.userAgent)) {\n x = visualViewport.offsetLeft;\n y = visualViewport.offsetTop;\n }\n }\n\n return {\n width: width,\n height: height,\n x: x + getWindowScrollBarX(element),\n y: y\n };\n}","import getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nimport { max } from \"../utils/math.js\"; // Gets the entire size of the scrollable document area, even extending outside\n// of the `` and `` rect bounds if horizontally scrollable\n\nexport default function getDocumentRect(element) {\n var _element$ownerDocumen;\n\n var html = getDocumentElement(element);\n var winScroll = getWindowScroll(element);\n var body = (_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body;\n var width = max(html.scrollWidth, html.clientWidth, body ? body.scrollWidth : 0, body ? body.clientWidth : 0);\n var height = max(html.scrollHeight, html.clientHeight, body ? body.scrollHeight : 0, body ? body.clientHeight : 0);\n var x = -winScroll.scrollLeft + getWindowScrollBarX(element);\n var y = -winScroll.scrollTop;\n\n if (getComputedStyle(body || html).direction === 'rtl') {\n x += max(html.clientWidth, body ? body.clientWidth : 0) - width;\n }\n\n return {\n width: width,\n height: height,\n x: x,\n y: y\n };\n}","export default function getVariation(placement) {\n return placement.split('-')[1];\n}","import getBasePlacement from \"./getBasePlacement.js\";\nimport getVariation from \"./getVariation.js\";\nimport getMainAxisFromPlacement from \"./getMainAxisFromPlacement.js\";\nimport { top, right, bottom, left, start, end } from \"../enums.js\";\nexport default function computeOffsets(_ref) {\n var reference = _ref.reference,\n element = _ref.element,\n placement = _ref.placement;\n var basePlacement = placement ? getBasePlacement(placement) : null;\n var variation = placement ? getVariation(placement) : null;\n var commonX = reference.x + reference.width / 2 - element.width / 2;\n var commonY = reference.y + reference.height / 2 - element.height / 2;\n var offsets;\n\n switch (basePlacement) {\n case top:\n offsets = {\n x: commonX,\n y: reference.y - element.height\n };\n break;\n\n case bottom:\n offsets = {\n x: commonX,\n y: reference.y + reference.height\n };\n break;\n\n case right:\n offsets = {\n x: reference.x + reference.width,\n y: commonY\n };\n break;\n\n case left:\n offsets = {\n x: reference.x - element.width,\n y: commonY\n };\n break;\n\n default:\n offsets = {\n x: reference.x,\n y: reference.y\n };\n }\n\n var mainAxis = basePlacement ? getMainAxisFromPlacement(basePlacement) : null;\n\n if (mainAxis != null) {\n var len = mainAxis === 'y' ? 'height' : 'width';\n\n switch (variation) {\n case start:\n offsets[mainAxis] = offsets[mainAxis] - (reference[len] / 2 - element[len] / 2);\n break;\n\n case end:\n offsets[mainAxis] = offsets[mainAxis] + (reference[len] / 2 - element[len] / 2);\n break;\n\n default:\n }\n }\n\n return offsets;\n}","import getBoundingClientRect from \"../dom-utils/getBoundingClientRect.js\";\nimport getClippingRect from \"../dom-utils/getClippingRect.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport computeOffsets from \"./computeOffsets.js\";\nimport rectToClientRect from \"./rectToClientRect.js\";\nimport { clippingParents, reference, popper, bottom, top, right, basePlacements, viewport } from \"../enums.js\";\nimport { isElement } from \"../dom-utils/instanceOf.js\";\nimport mergePaddingObject from \"./mergePaddingObject.js\";\nimport expandToHashMap from \"./expandToHashMap.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport default function detectOverflow(state, options) {\n if (options === void 0) {\n options = {};\n }\n\n var _options = options,\n _options$placement = _options.placement,\n placement = _options$placement === void 0 ? state.placement : _options$placement,\n _options$boundary = _options.boundary,\n boundary = _options$boundary === void 0 ? clippingParents : _options$boundary,\n _options$rootBoundary = _options.rootBoundary,\n rootBoundary = _options$rootBoundary === void 0 ? viewport : _options$rootBoundary,\n _options$elementConte = _options.elementContext,\n elementContext = _options$elementConte === void 0 ? popper : _options$elementConte,\n _options$altBoundary = _options.altBoundary,\n altBoundary = _options$altBoundary === void 0 ? false : _options$altBoundary,\n _options$padding = _options.padding,\n padding = _options$padding === void 0 ? 0 : _options$padding;\n var paddingObject = mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n var altContext = elementContext === popper ? reference : popper;\n var referenceElement = state.elements.reference;\n var popperRect = state.rects.popper;\n var element = state.elements[altBoundary ? altContext : elementContext];\n var clippingClientRect = getClippingRect(isElement(element) ? element : element.contextElement || getDocumentElement(state.elements.popper), boundary, rootBoundary);\n var referenceClientRect = getBoundingClientRect(referenceElement);\n var popperOffsets = computeOffsets({\n reference: referenceClientRect,\n element: popperRect,\n strategy: 'absolute',\n placement: placement\n });\n var popperClientRect = rectToClientRect(Object.assign({}, popperRect, popperOffsets));\n var elementClientRect = elementContext === popper ? popperClientRect : referenceClientRect; // positive = overflowing the clipping rect\n // 0 or negative = within the clipping rect\n\n var overflowOffsets = {\n top: clippingClientRect.top - elementClientRect.top + paddingObject.top,\n bottom: elementClientRect.bottom - clippingClientRect.bottom + paddingObject.bottom,\n left: clippingClientRect.left - elementClientRect.left + paddingObject.left,\n right: elementClientRect.right - clippingClientRect.right + paddingObject.right\n };\n var offsetData = state.modifiersData.offset; // Offsets can be applied only to the popper element\n\n if (elementContext === popper && offsetData) {\n var offset = offsetData[placement];\n Object.keys(overflowOffsets).forEach(function (key) {\n var multiply = [right, bottom].indexOf(key) >= 0 ? 1 : -1;\n var axis = [top, bottom].indexOf(key) >= 0 ? 'y' : 'x';\n overflowOffsets[key] += offset[axis] * multiply;\n });\n }\n\n return overflowOffsets;\n}","import getVariation from \"./getVariation.js\";\nimport { variationPlacements, basePlacements, placements as allPlacements } from \"../enums.js\";\nimport detectOverflow from \"./detectOverflow.js\";\nimport getBasePlacement from \"./getBasePlacement.js\";\nexport default function computeAutoPlacement(state, options) {\n if (options === void 0) {\n options = {};\n }\n\n var _options = options,\n placement = _options.placement,\n boundary = _options.boundary,\n rootBoundary = _options.rootBoundary,\n padding = _options.padding,\n flipVariations = _options.flipVariations,\n _options$allowedAutoP = _options.allowedAutoPlacements,\n allowedAutoPlacements = _options$allowedAutoP === void 0 ? allPlacements : _options$allowedAutoP;\n var variation = getVariation(placement);\n var placements = variation ? flipVariations ? variationPlacements : variationPlacements.filter(function (placement) {\n return getVariation(placement) === variation;\n }) : basePlacements;\n var allowedPlacements = placements.filter(function (placement) {\n return allowedAutoPlacements.indexOf(placement) >= 0;\n });\n\n if (allowedPlacements.length === 0) {\n allowedPlacements = placements;\n\n if (process.env.NODE_ENV !== \"production\") {\n console.error(['Popper: The `allowedAutoPlacements` option did not allow any', 'placements. Ensure the `placement` option matches the variation', 'of the allowed placements.', 'For example, \"auto\" cannot be used to allow \"bottom-start\".', 'Use \"auto-start\" instead.'].join(' '));\n }\n } // $FlowFixMe[incompatible-type]: Flow seems to have problems with two array unions...\n\n\n var overflows = allowedPlacements.reduce(function (acc, placement) {\n acc[placement] = detectOverflow(state, {\n placement: placement,\n boundary: boundary,\n rootBoundary: rootBoundary,\n padding: padding\n })[getBasePlacement(placement)];\n return acc;\n }, {});\n return Object.keys(overflows).sort(function (a, b) {\n return overflows[a] - overflows[b];\n });\n}","import getOppositePlacement from \"../utils/getOppositePlacement.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getOppositeVariationPlacement from \"../utils/getOppositeVariationPlacement.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport computeAutoPlacement from \"../utils/computeAutoPlacement.js\";\nimport { bottom, top, start, right, left, auto } from \"../enums.js\";\nimport getVariation from \"../utils/getVariation.js\"; // eslint-disable-next-line import/no-unused-modules\n\nfunction getExpandedFallbackPlacements(placement) {\n if (getBasePlacement(placement) === auto) {\n return [];\n }\n\n var oppositePlacement = getOppositePlacement(placement);\n return [getOppositeVariationPlacement(placement), oppositePlacement, getOppositeVariationPlacement(oppositePlacement)];\n}\n\nfunction flip(_ref) {\n var state = _ref.state,\n options = _ref.options,\n name = _ref.name;\n\n if (state.modifiersData[name]._skip) {\n return;\n }\n\n var _options$mainAxis = options.mainAxis,\n checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n _options$altAxis = options.altAxis,\n checkAltAxis = _options$altAxis === void 0 ? true : _options$altAxis,\n specifiedFallbackPlacements = options.fallbackPlacements,\n padding = options.padding,\n boundary = options.boundary,\n rootBoundary = options.rootBoundary,\n altBoundary = options.altBoundary,\n _options$flipVariatio = options.flipVariations,\n flipVariations = _options$flipVariatio === void 0 ? true : _options$flipVariatio,\n allowedAutoPlacements = options.allowedAutoPlacements;\n var preferredPlacement = state.options.placement;\n var basePlacement = getBasePlacement(preferredPlacement);\n var isBasePlacement = basePlacement === preferredPlacement;\n var fallbackPlacements = specifiedFallbackPlacements || (isBasePlacement || !flipVariations ? [getOppositePlacement(preferredPlacement)] : getExpandedFallbackPlacements(preferredPlacement));\n var placements = [preferredPlacement].concat(fallbackPlacements).reduce(function (acc, placement) {\n return acc.concat(getBasePlacement(placement) === auto ? computeAutoPlacement(state, {\n placement: placement,\n boundary: boundary,\n rootBoundary: rootBoundary,\n padding: padding,\n flipVariations: flipVariations,\n allowedAutoPlacements: allowedAutoPlacements\n }) : placement);\n }, []);\n var referenceRect = state.rects.reference;\n var popperRect = state.rects.popper;\n var checksMap = new Map();\n var makeFallbackChecks = true;\n var firstFittingPlacement = placements[0];\n\n for (var i = 0; i < placements.length; i++) {\n var placement = placements[i];\n\n var _basePlacement = getBasePlacement(placement);\n\n var isStartVariation = getVariation(placement) === start;\n var isVertical = [top, bottom].indexOf(_basePlacement) >= 0;\n var len = isVertical ? 'width' : 'height';\n var overflow = detectOverflow(state, {\n placement: placement,\n boundary: boundary,\n rootBoundary: rootBoundary,\n altBoundary: altBoundary,\n padding: padding\n });\n var mainVariationSide = isVertical ? isStartVariation ? right : left : isStartVariation ? bottom : top;\n\n if (referenceRect[len] > popperRect[len]) {\n mainVariationSide = getOppositePlacement(mainVariationSide);\n }\n\n var altVariationSide = getOppositePlacement(mainVariationSide);\n var checks = [];\n\n if (checkMainAxis) {\n checks.push(overflow[_basePlacement] <= 0);\n }\n\n if (checkAltAxis) {\n checks.push(overflow[mainVariationSide] <= 0, overflow[altVariationSide] <= 0);\n }\n\n if (checks.every(function (check) {\n return check;\n })) {\n firstFittingPlacement = placement;\n makeFallbackChecks = false;\n break;\n }\n\n checksMap.set(placement, checks);\n }\n\n if (makeFallbackChecks) {\n // `2` may be desired in some cases – research later\n var numberOfChecks = flipVariations ? 3 : 1;\n\n var _loop = function _loop(_i) {\n var fittingPlacement = placements.find(function (placement) {\n var checks = checksMap.get(placement);\n\n if (checks) {\n return checks.slice(0, _i).every(function (check) {\n return check;\n });\n }\n });\n\n if (fittingPlacement) {\n firstFittingPlacement = fittingPlacement;\n return \"break\";\n }\n };\n\n for (var _i = numberOfChecks; _i > 0; _i--) {\n var _ret = _loop(_i);\n\n if (_ret === \"break\") break;\n }\n }\n\n if (state.placement !== firstFittingPlacement) {\n state.modifiersData[name]._skip = true;\n state.placement = firstFittingPlacement;\n state.reset = true;\n }\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'flip',\n enabled: true,\n phase: 'main',\n fn: flip,\n requiresIfExists: ['offset'],\n data: {\n _skip: false\n }\n};","import { top, bottom, left, right } from \"../enums.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\n\nfunction getSideOffsets(overflow, rect, preventedOffsets) {\n if (preventedOffsets === void 0) {\n preventedOffsets = {\n x: 0,\n y: 0\n };\n }\n\n return {\n top: overflow.top - rect.height - preventedOffsets.y,\n right: overflow.right - rect.width + preventedOffsets.x,\n bottom: overflow.bottom - rect.height + preventedOffsets.y,\n left: overflow.left - rect.width - preventedOffsets.x\n };\n}\n\nfunction isAnySideFullyClipped(overflow) {\n return [top, right, bottom, left].some(function (side) {\n return overflow[side] >= 0;\n });\n}\n\nfunction hide(_ref) {\n var state = _ref.state,\n name = _ref.name;\n var referenceRect = state.rects.reference;\n var popperRect = state.rects.popper;\n var preventedOffsets = state.modifiersData.preventOverflow;\n var referenceOverflow = detectOverflow(state, {\n elementContext: 'reference'\n });\n var popperAltOverflow = detectOverflow(state, {\n altBoundary: true\n });\n var referenceClippingOffsets = getSideOffsets(referenceOverflow, referenceRect);\n var popperEscapeOffsets = getSideOffsets(popperAltOverflow, popperRect, preventedOffsets);\n var isReferenceHidden = isAnySideFullyClipped(referenceClippingOffsets);\n var hasPopperEscaped = isAnySideFullyClipped(popperEscapeOffsets);\n state.modifiersData[name] = {\n referenceClippingOffsets: referenceClippingOffsets,\n popperEscapeOffsets: popperEscapeOffsets,\n isReferenceHidden: isReferenceHidden,\n hasPopperEscaped: hasPopperEscaped\n };\n state.attributes.popper = Object.assign({}, state.attributes.popper, {\n 'data-popper-reference-hidden': isReferenceHidden,\n 'data-popper-escaped': hasPopperEscaped\n });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'hide',\n enabled: true,\n phase: 'main',\n requiresIfExists: ['preventOverflow'],\n fn: hide\n};","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport { top, left, right, placements } from \"../enums.js\";\nexport function distanceAndSkiddingToXY(placement, rects, offset) {\n var basePlacement = getBasePlacement(placement);\n var invertDistance = [left, top].indexOf(basePlacement) >= 0 ? -1 : 1;\n\n var _ref = typeof offset === 'function' ? offset(Object.assign({}, rects, {\n placement: placement\n })) : offset,\n skidding = _ref[0],\n distance = _ref[1];\n\n skidding = skidding || 0;\n distance = (distance || 0) * invertDistance;\n return [left, right].indexOf(basePlacement) >= 0 ? {\n x: distance,\n y: skidding\n } : {\n x: skidding,\n y: distance\n };\n}\n\nfunction offset(_ref2) {\n var state = _ref2.state,\n options = _ref2.options,\n name = _ref2.name;\n var _options$offset = options.offset,\n offset = _options$offset === void 0 ? [0, 0] : _options$offset;\n var data = placements.reduce(function (acc, placement) {\n acc[placement] = distanceAndSkiddingToXY(placement, state.rects, offset);\n return acc;\n }, {});\n var _data$state$placement = data[state.placement],\n x = _data$state$placement.x,\n y = _data$state$placement.y;\n\n if (state.modifiersData.popperOffsets != null) {\n state.modifiersData.popperOffsets.x += x;\n state.modifiersData.popperOffsets.y += y;\n }\n\n state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'offset',\n enabled: true,\n phase: 'main',\n requires: ['popperOffsets'],\n fn: offset\n};","import computeOffsets from \"../utils/computeOffsets.js\";\n\nfunction popperOffsets(_ref) {\n var state = _ref.state,\n name = _ref.name;\n // Offsets are the actual position the popper needs to have to be\n // properly positioned near its reference element\n // This is the most basic placement, and will be adjusted by\n // the modifiers in the next step\n state.modifiersData[name] = computeOffsets({\n reference: state.rects.reference,\n element: state.rects.popper,\n strategy: 'absolute',\n placement: state.placement\n });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'popperOffsets',\n enabled: true,\n phase: 'read',\n fn: popperOffsets,\n data: {}\n};","import { top, left, right, bottom, start } from \"../enums.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport getAltAxis from \"../utils/getAltAxis.js\";\nimport within from \"../utils/within.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport getFreshSideObject from \"../utils/getFreshSideObject.js\";\nimport { max as mathMax, min as mathMin } from \"../utils/math.js\";\n\nfunction preventOverflow(_ref) {\n var state = _ref.state,\n options = _ref.options,\n name = _ref.name;\n var _options$mainAxis = options.mainAxis,\n checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n _options$altAxis = options.altAxis,\n checkAltAxis = _options$altAxis === void 0 ? false : _options$altAxis,\n boundary = options.boundary,\n rootBoundary = options.rootBoundary,\n altBoundary = options.altBoundary,\n padding = options.padding,\n _options$tether = options.tether,\n tether = _options$tether === void 0 ? true : _options$tether,\n _options$tetherOffset = options.tetherOffset,\n tetherOffset = _options$tetherOffset === void 0 ? 0 : _options$tetherOffset;\n var overflow = detectOverflow(state, {\n boundary: boundary,\n rootBoundary: rootBoundary,\n padding: padding,\n altBoundary: altBoundary\n });\n var basePlacement = getBasePlacement(state.placement);\n var variation = getVariation(state.placement);\n var isBasePlacement = !variation;\n var mainAxis = getMainAxisFromPlacement(basePlacement);\n var altAxis = getAltAxis(mainAxis);\n var popperOffsets = state.modifiersData.popperOffsets;\n var referenceRect = state.rects.reference;\n var popperRect = state.rects.popper;\n var tetherOffsetValue = typeof tetherOffset === 'function' ? tetherOffset(Object.assign({}, state.rects, {\n placement: state.placement\n })) : tetherOffset;\n var data = {\n x: 0,\n y: 0\n };\n\n if (!popperOffsets) {\n return;\n }\n\n if (checkMainAxis || checkAltAxis) {\n var mainSide = mainAxis === 'y' ? top : left;\n var altSide = mainAxis === 'y' ? bottom : right;\n var len = mainAxis === 'y' ? 'height' : 'width';\n var offset = popperOffsets[mainAxis];\n var min = popperOffsets[mainAxis] + overflow[mainSide];\n var max = popperOffsets[mainAxis] - overflow[altSide];\n var additive = tether ? -popperRect[len] / 2 : 0;\n var minLen = variation === start ? referenceRect[len] : popperRect[len];\n var maxLen = variation === start ? -popperRect[len] : -referenceRect[len]; // We need to include the arrow in the calculation so the arrow doesn't go\n // outside the reference bounds\n\n var arrowElement = state.elements.arrow;\n var arrowRect = tether && arrowElement ? getLayoutRect(arrowElement) : {\n width: 0,\n height: 0\n };\n var arrowPaddingObject = state.modifiersData['arrow#persistent'] ? state.modifiersData['arrow#persistent'].padding : getFreshSideObject();\n var arrowPaddingMin = arrowPaddingObject[mainSide];\n var arrowPaddingMax = arrowPaddingObject[altSide]; // If the reference length is smaller than the arrow length, we don't want\n // to include its full size in the calculation. If the reference is small\n // and near the edge of a boundary, the popper can overflow even if the\n // reference is not overflowing as well (e.g. virtual elements with no\n // width or height)\n\n var arrowLen = within(0, referenceRect[len], arrowRect[len]);\n var minOffset = isBasePlacement ? referenceRect[len] / 2 - additive - arrowLen - arrowPaddingMin - tetherOffsetValue : minLen - arrowLen - arrowPaddingMin - tetherOffsetValue;\n var maxOffset = isBasePlacement ? -referenceRect[len] / 2 + additive + arrowLen + arrowPaddingMax + tetherOffsetValue : maxLen + arrowLen + arrowPaddingMax + tetherOffsetValue;\n var arrowOffsetParent = state.elements.arrow && getOffsetParent(state.elements.arrow);\n var clientOffset = arrowOffsetParent ? mainAxis === 'y' ? arrowOffsetParent.clientTop || 0 : arrowOffsetParent.clientLeft || 0 : 0;\n var offsetModifierValue = state.modifiersData.offset ? state.modifiersData.offset[state.placement][mainAxis] : 0;\n var tetherMin = popperOffsets[mainAxis] + minOffset - offsetModifierValue - clientOffset;\n var tetherMax = popperOffsets[mainAxis] + maxOffset - offsetModifierValue;\n\n if (checkMainAxis) {\n var preventedOffset = within(tether ? mathMin(min, tetherMin) : min, offset, tether ? mathMax(max, tetherMax) : max);\n popperOffsets[mainAxis] = preventedOffset;\n data[mainAxis] = preventedOffset - offset;\n }\n\n if (checkAltAxis) {\n var _mainSide = mainAxis === 'x' ? top : left;\n\n var _altSide = mainAxis === 'x' ? bottom : right;\n\n var _offset = popperOffsets[altAxis];\n\n var _min = _offset + overflow[_mainSide];\n\n var _max = _offset - overflow[_altSide];\n\n var _preventedOffset = within(tether ? mathMin(_min, tetherMin) : _min, _offset, tether ? mathMax(_max, tetherMax) : _max);\n\n popperOffsets[altAxis] = _preventedOffset;\n data[altAxis] = _preventedOffset - _offset;\n }\n }\n\n state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'preventOverflow',\n enabled: true,\n phase: 'main',\n fn: preventOverflow,\n requiresIfExists: ['offset']\n};","export default function getAltAxis(axis) {\n return axis === 'x' ? 'y' : 'x';\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getNodeScroll from \"./getNodeScroll.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport isScrollParent from \"./isScrollParent.js\";\n\nfunction isElementScaled(element) {\n var rect = element.getBoundingClientRect();\n var scaleX = rect.width / element.offsetWidth || 1;\n var scaleY = rect.height / element.offsetHeight || 1;\n return scaleX !== 1 || scaleY !== 1;\n} // Returns the composite rect of an element relative to its offsetParent.\n// Composite means it takes into account transforms as well as layout.\n\n\nexport default function getCompositeRect(elementOrVirtualElement, offsetParent, isFixed) {\n if (isFixed === void 0) {\n isFixed = false;\n }\n\n var isOffsetParentAnElement = isHTMLElement(offsetParent);\n var offsetParentIsScaled = isHTMLElement(offsetParent) && isElementScaled(offsetParent);\n var documentElement = getDocumentElement(offsetParent);\n var rect = getBoundingClientRect(elementOrVirtualElement, offsetParentIsScaled);\n var scroll = {\n scrollLeft: 0,\n scrollTop: 0\n };\n var offsets = {\n x: 0,\n y: 0\n };\n\n if (isOffsetParentAnElement || !isOffsetParentAnElement && !isFixed) {\n if (getNodeName(offsetParent) !== 'body' || // https://github.com/popperjs/popper-core/issues/1078\n isScrollParent(documentElement)) {\n scroll = getNodeScroll(offsetParent);\n }\n\n if (isHTMLElement(offsetParent)) {\n offsets = getBoundingClientRect(offsetParent, true);\n offsets.x += offsetParent.clientLeft;\n offsets.y += offsetParent.clientTop;\n } else if (documentElement) {\n offsets.x = getWindowScrollBarX(documentElement);\n }\n }\n\n return {\n x: rect.left + scroll.scrollLeft - offsets.x,\n y: rect.top + scroll.scrollTop - offsets.y,\n width: rect.width,\n height: rect.height\n };\n}","import getWindowScroll from \"./getWindowScroll.js\";\nimport getWindow from \"./getWindow.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getHTMLElementScroll from \"./getHTMLElementScroll.js\";\nexport default function getNodeScroll(node) {\n if (node === getWindow(node) || !isHTMLElement(node)) {\n return getWindowScroll(node);\n } else {\n return getHTMLElementScroll(node);\n }\n}","export default function getHTMLElementScroll(element) {\n return {\n scrollLeft: element.scrollLeft,\n scrollTop: element.scrollTop\n };\n}","import getCompositeRect from \"./dom-utils/getCompositeRect.js\";\nimport getLayoutRect from \"./dom-utils/getLayoutRect.js\";\nimport listScrollParents from \"./dom-utils/listScrollParents.js\";\nimport getOffsetParent from \"./dom-utils/getOffsetParent.js\";\nimport getComputedStyle from \"./dom-utils/getComputedStyle.js\";\nimport orderModifiers from \"./utils/orderModifiers.js\";\nimport debounce from \"./utils/debounce.js\";\nimport validateModifiers from \"./utils/validateModifiers.js\";\nimport uniqueBy from \"./utils/uniqueBy.js\";\nimport getBasePlacement from \"./utils/getBasePlacement.js\";\nimport mergeByName from \"./utils/mergeByName.js\";\nimport detectOverflow from \"./utils/detectOverflow.js\";\nimport { isElement } from \"./dom-utils/instanceOf.js\";\nimport { auto } from \"./enums.js\";\nvar INVALID_ELEMENT_ERROR = 'Popper: Invalid reference or popper argument provided. They must be either a DOM element or virtual element.';\nvar INFINITE_LOOP_ERROR = 'Popper: An infinite loop in the modifiers cycle has been detected! The cycle has been interrupted to prevent a browser crash.';\nvar DEFAULT_OPTIONS = {\n placement: 'bottom',\n modifiers: [],\n strategy: 'absolute'\n};\n\nfunction areValidElements() {\n for (var _len = arguments.length, args = new Array(_len), _key = 0; _key < _len; _key++) {\n args[_key] = arguments[_key];\n }\n\n return !args.some(function (element) {\n return !(element && typeof element.getBoundingClientRect === 'function');\n });\n}\n\nexport function popperGenerator(generatorOptions) {\n if (generatorOptions === void 0) {\n generatorOptions = {};\n }\n\n var _generatorOptions = generatorOptions,\n _generatorOptions$def = _generatorOptions.defaultModifiers,\n defaultModifiers = _generatorOptions$def === void 0 ? [] : _generatorOptions$def,\n _generatorOptions$def2 = _generatorOptions.defaultOptions,\n defaultOptions = _generatorOptions$def2 === void 0 ? DEFAULT_OPTIONS : _generatorOptions$def2;\n return function createPopper(reference, popper, options) {\n if (options === void 0) {\n options = defaultOptions;\n }\n\n var state = {\n placement: 'bottom',\n orderedModifiers: [],\n options: Object.assign({}, DEFAULT_OPTIONS, defaultOptions),\n modifiersData: {},\n elements: {\n reference: reference,\n popper: popper\n },\n attributes: {},\n styles: {}\n };\n var effectCleanupFns = [];\n var isDestroyed = false;\n var instance = {\n state: state,\n setOptions: function setOptions(options) {\n cleanupModifierEffects();\n state.options = Object.assign({}, defaultOptions, state.options, options);\n state.scrollParents = {\n reference: isElement(reference) ? listScrollParents(reference) : reference.contextElement ? listScrollParents(reference.contextElement) : [],\n popper: listScrollParents(popper)\n }; // Orders the modifiers based on their dependencies and `phase`\n // properties\n\n var orderedModifiers = orderModifiers(mergeByName([].concat(defaultModifiers, state.options.modifiers))); // Strip out disabled modifiers\n\n state.orderedModifiers = orderedModifiers.filter(function (m) {\n return m.enabled;\n }); // Validate the provided modifiers so that the consumer will get warned\n // if one of the modifiers is invalid for any reason\n\n if (process.env.NODE_ENV !== \"production\") {\n var modifiers = uniqueBy([].concat(orderedModifiers, state.options.modifiers), function (_ref) {\n var name = _ref.name;\n return name;\n });\n validateModifiers(modifiers);\n\n if (getBasePlacement(state.options.placement) === auto) {\n var flipModifier = state.orderedModifiers.find(function (_ref2) {\n var name = _ref2.name;\n return name === 'flip';\n });\n\n if (!flipModifier) {\n console.error(['Popper: \"auto\" placements require the \"flip\" modifier be', 'present and enabled to work.'].join(' '));\n }\n }\n\n var _getComputedStyle = getComputedStyle(popper),\n marginTop = _getComputedStyle.marginTop,\n marginRight = _getComputedStyle.marginRight,\n marginBottom = _getComputedStyle.marginBottom,\n marginLeft = _getComputedStyle.marginLeft; // We no longer take into account `margins` on the popper, and it can\n // cause bugs with positioning, so we'll warn the consumer\n\n\n if ([marginTop, marginRight, marginBottom, marginLeft].some(function (margin) {\n return parseFloat(margin);\n })) {\n console.warn(['Popper: CSS \"margin\" styles cannot be used to apply padding', 'between the popper and its reference element or boundary.', 'To replicate margin, use the `offset` modifier, as well as', 'the `padding` option in the `preventOverflow` and `flip`', 'modifiers.'].join(' '));\n }\n }\n\n runModifierEffects();\n return instance.update();\n },\n // Sync update – it will always be executed, even if not necessary. This\n // is useful for low frequency updates where sync behavior simplifies the\n // logic.\n // For high frequency updates (e.g. `resize` and `scroll` events), always\n // prefer the async Popper#update method\n forceUpdate: function forceUpdate() {\n if (isDestroyed) {\n return;\n }\n\n var _state$elements = state.elements,\n reference = _state$elements.reference,\n popper = _state$elements.popper; // Don't proceed if `reference` or `popper` are not valid elements\n // anymore\n\n if (!areValidElements(reference, popper)) {\n if (process.env.NODE_ENV !== \"production\") {\n console.error(INVALID_ELEMENT_ERROR);\n }\n\n return;\n } // Store the reference and popper rects to be read by modifiers\n\n\n state.rects = {\n reference: getCompositeRect(reference, getOffsetParent(popper), state.options.strategy === 'fixed'),\n popper: getLayoutRect(popper)\n }; // Modifiers have the ability to reset the current update cycle. The\n // most common use case for this is the `flip` modifier changing the\n // placement, which then needs to re-run all the modifiers, because the\n // logic was previously ran for the previous placement and is therefore\n // stale/incorrect\n\n state.reset = false;\n state.placement = state.options.placement; // On each update cycle, the `modifiersData` property for each modifier\n // is filled with the initial data specified by the modifier. This means\n // it doesn't persist and is fresh on each update.\n // To ensure persistent data, use `${name}#persistent`\n\n state.orderedModifiers.forEach(function (modifier) {\n return state.modifiersData[modifier.name] = Object.assign({}, modifier.data);\n });\n var __debug_loops__ = 0;\n\n for (var index = 0; index < state.orderedModifiers.length; index++) {\n if (process.env.NODE_ENV !== \"production\") {\n __debug_loops__ += 1;\n\n if (__debug_loops__ > 100) {\n console.error(INFINITE_LOOP_ERROR);\n break;\n }\n }\n\n if (state.reset === true) {\n state.reset = false;\n index = -1;\n continue;\n }\n\n var _state$orderedModifie = state.orderedModifiers[index],\n fn = _state$orderedModifie.fn,\n _state$orderedModifie2 = _state$orderedModifie.options,\n _options = _state$orderedModifie2 === void 0 ? {} : _state$orderedModifie2,\n name = _state$orderedModifie.name;\n\n if (typeof fn === 'function') {\n state = fn({\n state: state,\n options: _options,\n name: name,\n instance: instance\n }) || state;\n }\n }\n },\n // Async and optimistically optimized update – it will not be executed if\n // not necessary (debounced to run at most once-per-tick)\n update: debounce(function () {\n return new Promise(function (resolve) {\n instance.forceUpdate();\n resolve(state);\n });\n }),\n destroy: function destroy() {\n cleanupModifierEffects();\n isDestroyed = true;\n }\n };\n\n if (!areValidElements(reference, popper)) {\n if (process.env.NODE_ENV !== \"production\") {\n console.error(INVALID_ELEMENT_ERROR);\n }\n\n return instance;\n }\n\n instance.setOptions(options).then(function (state) {\n if (!isDestroyed && options.onFirstUpdate) {\n options.onFirstUpdate(state);\n }\n }); // Modifiers have the ability to execute arbitrary code before the first\n // update cycle runs. They will be executed in the same order as the update\n // cycle. This is useful when a modifier adds some persistent data that\n // other modifiers need to use, but the modifier is run after the dependent\n // one.\n\n function runModifierEffects() {\n state.orderedModifiers.forEach(function (_ref3) {\n var name = _ref3.name,\n _ref3$options = _ref3.options,\n options = _ref3$options === void 0 ? {} : _ref3$options,\n effect = _ref3.effect;\n\n if (typeof effect === 'function') {\n var cleanupFn = effect({\n state: state,\n name: name,\n instance: instance,\n options: options\n });\n\n var noopFn = function noopFn() {};\n\n effectCleanupFns.push(cleanupFn || noopFn);\n }\n });\n }\n\n function cleanupModifierEffects() {\n effectCleanupFns.forEach(function (fn) {\n return fn();\n });\n effectCleanupFns = [];\n }\n\n return instance;\n };\n}\nexport var createPopper = /*#__PURE__*/popperGenerator(); // eslint-disable-next-line import/no-unused-modules\n\nexport { detectOverflow };","export default function debounce(fn) {\n var pending;\n return function () {\n if (!pending) {\n pending = new Promise(function (resolve) {\n Promise.resolve().then(function () {\n pending = undefined;\n resolve(fn());\n });\n });\n }\n\n return pending;\n };\n}","export default function mergeByName(modifiers) {\n var merged = modifiers.reduce(function (merged, current) {\n var existing = merged[current.name];\n merged[current.name] = existing ? Object.assign({}, existing, current, {\n options: Object.assign({}, existing.options, current.options),\n data: Object.assign({}, existing.data, current.data)\n }) : current;\n return merged;\n }, {}); // IE11 does not support Object.values\n\n return Object.keys(merged).map(function (key) {\n return merged[key];\n });\n}","import { modifierPhases } from \"../enums.js\"; // source: https://stackoverflow.com/questions/49875255\n\nfunction order(modifiers) {\n var map = new Map();\n var visited = new Set();\n var result = [];\n modifiers.forEach(function (modifier) {\n map.set(modifier.name, modifier);\n }); // On visiting object, check for its dependencies and visit them recursively\n\n function sort(modifier) {\n visited.add(modifier.name);\n var requires = [].concat(modifier.requires || [], modifier.requiresIfExists || []);\n requires.forEach(function (dep) {\n if (!visited.has(dep)) {\n var depModifier = map.get(dep);\n\n if (depModifier) {\n sort(depModifier);\n }\n }\n });\n result.push(modifier);\n }\n\n modifiers.forEach(function (modifier) {\n if (!visited.has(modifier.name)) {\n // check for visited object\n sort(modifier);\n }\n });\n return result;\n}\n\nexport default function orderModifiers(modifiers) {\n // order based on dependencies\n var orderedModifiers = order(modifiers); // order based on phase\n\n return modifierPhases.reduce(function (acc, phase) {\n return acc.concat(orderedModifiers.filter(function (modifier) {\n return modifier.phase === phase;\n }));\n }, []);\n}","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles];\nvar createPopper = /*#__PURE__*/popperGenerator({\n defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow };","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nimport offset from \"./modifiers/offset.js\";\nimport flip from \"./modifiers/flip.js\";\nimport preventOverflow from \"./modifiers/preventOverflow.js\";\nimport arrow from \"./modifiers/arrow.js\";\nimport hide from \"./modifiers/hide.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles, offset, flip, preventOverflow, arrow, hide];\nvar createPopper = /*#__PURE__*/popperGenerator({\n defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow }; // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper as createPopperLite } from \"./popper-lite.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport * from \"./modifiers/index.js\";","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): dropdown.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport * as Popper from '@popperjs/core'\n\nimport {\n defineJQueryPlugin,\n getElement,\n getElementFromSelector,\n getNextActiveElement,\n isDisabled,\n isElement,\n isRTL,\n isVisible,\n noop,\n typeCheckConfig\n} from './util/index'\nimport EventHandler from './dom/event-handler'\nimport Manipulator from './dom/manipulator'\nimport SelectorEngine from './dom/selector-engine'\nimport BaseComponent from './base-component'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst NAME = 'dropdown'\nconst DATA_KEY = 'bs.dropdown'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst ESCAPE_KEY = 'Escape'\nconst SPACE_KEY = 'Space'\nconst TAB_KEY = 'Tab'\nconst ARROW_UP_KEY = 'ArrowUp'\nconst ARROW_DOWN_KEY = 'ArrowDown'\nconst RIGHT_MOUSE_BUTTON = 2 // MouseEvent.button value for the secondary button, usually the right button\n\nconst REGEXP_KEYDOWN = new RegExp(`${ARROW_UP_KEY}|${ARROW_DOWN_KEY}|${ESCAPE_KEY}`)\n\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\nconst EVENT_KEYDOWN_DATA_API = `keydown${EVENT_KEY}${DATA_API_KEY}`\nconst EVENT_KEYUP_DATA_API = `keyup${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_DROPUP = 'dropup'\nconst CLASS_NAME_DROPEND = 'dropend'\nconst CLASS_NAME_DROPSTART = 'dropstart'\nconst CLASS_NAME_NAVBAR = 'navbar'\n\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"dropdown\"]'\nconst SELECTOR_MENU = '.dropdown-menu'\nconst SELECTOR_NAVBAR_NAV = '.navbar-nav'\nconst SELECTOR_VISIBLE_ITEMS = '.dropdown-menu .dropdown-item:not(.disabled):not(:disabled)'\n\nconst PLACEMENT_TOP = isRTL() ? 'top-end' : 'top-start'\nconst PLACEMENT_TOPEND = isRTL() ? 'top-start' : 'top-end'\nconst PLACEMENT_BOTTOM = isRTL() ? 'bottom-end' : 'bottom-start'\nconst PLACEMENT_BOTTOMEND = isRTL() ? 'bottom-start' : 'bottom-end'\nconst PLACEMENT_RIGHT = isRTL() ? 'left-start' : 'right-start'\nconst PLACEMENT_LEFT = isRTL() ? 'right-start' : 'left-start'\n\nconst Default = {\n offset: [0, 2],\n boundary: 'clippingParents',\n reference: 'toggle',\n display: 'dynamic',\n popperConfig: null,\n autoClose: true\n}\n\nconst DefaultType = {\n offset: '(array|string|function)',\n boundary: '(string|element)',\n reference: '(string|element|object)',\n display: 'string',\n popperConfig: '(null|object|function)',\n autoClose: '(boolean|string)'\n}\n\n/**\n * ------------------------------------------------------------------------\n * Class Definition\n * ------------------------------------------------------------------------\n */\n\nclass Dropdown extends BaseComponent {\n constructor(element, config) {\n super(element)\n\n this._popper = null\n this._config = this._getConfig(config)\n this._menu = this._getMenuElement()\n this._inNavbar = this._detectNavbar()\n }\n\n // Getters\n\n static get Default() {\n return Default\n }\n\n static get DefaultType() {\n return DefaultType\n }\n\n static get NAME() {\n return NAME\n }\n\n // Public\n\n toggle() {\n return this._isShown() ? this.hide() : this.show()\n }\n\n show() {\n if (isDisabled(this._element) || this._isShown(this._menu)) {\n return\n }\n\n const relatedTarget = {\n relatedTarget: this._element\n }\n\n const showEvent = EventHandler.trigger(this._element, EVENT_SHOW, relatedTarget)\n\n if (showEvent.defaultPrevented) {\n return\n }\n\n const parent = Dropdown.getParentFromElement(this._element)\n // Totally disable Popper for Dropdowns in Navbar\n if (this._inNavbar) {\n Manipulator.setDataAttribute(this._menu, 'popper', 'none')\n } else {\n this._createPopper(parent)\n }\n\n // If this is a touch-enabled device we add extra\n // empty mouseover listeners to the body's immediate children;\n // only needed because of broken event delegation on iOS\n // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n if ('ontouchstart' in document.documentElement &&\n !parent.closest(SELECTOR_NAVBAR_NAV)) {\n [].concat(...document.body.children)\n .forEach(elem => EventHandler.on(elem, 'mouseover', noop))\n }\n\n this._element.focus()\n this._element.setAttribute('aria-expanded', true)\n\n this._menu.classList.add(CLASS_NAME_SHOW)\n this._element.classList.add(CLASS_NAME_SHOW)\n EventHandler.trigger(this._element, EVENT_SHOWN, relatedTarget)\n }\n\n hide() {\n if (isDisabled(this._element) || !this._isShown(this._menu)) {\n return\n }\n\n const relatedTarget = {\n relatedTarget: this._element\n }\n\n this._completeHide(relatedTarget)\n }\n\n dispose() {\n if (this._popper) {\n this._popper.destroy()\n }\n\n super.dispose()\n }\n\n update() {\n this._inNavbar = this._detectNavbar()\n if (this._popper) {\n this._popper.update()\n }\n }\n\n // Private\n\n _completeHide(relatedTarget) {\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE, relatedTarget)\n if (hideEvent.defaultPrevented) {\n return\n }\n\n // If this is a touch-enabled device we remove the extra\n // empty mouseover listeners we added for iOS support\n if ('ontouchstart' in document.documentElement) {\n [].concat(...document.body.children)\n .forEach(elem => EventHandler.off(elem, 'mouseover', noop))\n }\n\n if (this._popper) {\n this._popper.destroy()\n }\n\n this._menu.classList.remove(CLASS_NAME_SHOW)\n this._element.classList.remove(CLASS_NAME_SHOW)\n this._element.setAttribute('aria-expanded', 'false')\n Manipulator.removeDataAttribute(this._menu, 'popper')\n EventHandler.trigger(this._element, EVENT_HIDDEN, relatedTarget)\n }\n\n _getConfig(config) {\n config = {\n ...this.constructor.Default,\n ...Manipulator.getDataAttributes(this._element),\n ...config\n }\n\n typeCheckConfig(NAME, config, this.constructor.DefaultType)\n\n if (typeof config.reference === 'object' && !isElement(config.reference) &&\n typeof config.reference.getBoundingClientRect !== 'function'\n ) {\n // Popper virtual elements require a getBoundingClientRect method\n throw new TypeError(`${NAME.toUpperCase()}: Option \"reference\" provided type \"object\" without a required \"getBoundingClientRect\" method.`)\n }\n\n return config\n }\n\n _createPopper(parent) {\n if (typeof Popper === 'undefined') {\n throw new TypeError('Bootstrap\\'s dropdowns require Popper (https://popper.js.org)')\n }\n\n let referenceElement = this._element\n\n if (this._config.reference === 'parent') {\n referenceElement = parent\n } else if (isElement(this._config.reference)) {\n referenceElement = getElement(this._config.reference)\n } else if (typeof this._config.reference === 'object') {\n referenceElement = this._config.reference\n }\n\n const popperConfig = this._getPopperConfig()\n const isDisplayStatic = popperConfig.modifiers.find(modifier => modifier.name === 'applyStyles' && modifier.enabled === false)\n\n this._popper = Popper.createPopper(referenceElement, this._menu, popperConfig)\n\n if (isDisplayStatic) {\n Manipulator.setDataAttribute(this._menu, 'popper', 'static')\n }\n }\n\n _isShown(element = this._element) {\n return element.classList.contains(CLASS_NAME_SHOW)\n }\n\n _getMenuElement() {\n return SelectorEngine.next(this._element, SELECTOR_MENU)[0]\n }\n\n _getPlacement() {\n const parentDropdown = this._element.parentNode\n\n if (parentDropdown.classList.contains(CLASS_NAME_DROPEND)) {\n return PLACEMENT_RIGHT\n }\n\n if (parentDropdown.classList.contains(CLASS_NAME_DROPSTART)) {\n return PLACEMENT_LEFT\n }\n\n // We need to trim the value because custom properties can also include spaces\n const isEnd = getComputedStyle(this._menu).getPropertyValue('--bs-position').trim() === 'end'\n\n if (parentDropdown.classList.contains(CLASS_NAME_DROPUP)) {\n return isEnd ? PLACEMENT_TOPEND : PLACEMENT_TOP\n }\n\n return isEnd ? PLACEMENT_BOTTOMEND : PLACEMENT_BOTTOM\n }\n\n _detectNavbar() {\n return this._element.closest(`.${CLASS_NAME_NAVBAR}`) !== null\n }\n\n _getOffset() {\n const { offset } = this._config\n\n if (typeof offset === 'string') {\n return offset.split(',').map(val => Number.parseInt(val, 10))\n }\n\n if (typeof offset === 'function') {\n return popperData => offset(popperData, this._element)\n }\n\n return offset\n }\n\n _getPopperConfig() {\n const defaultBsPopperConfig = {\n placement: this._getPlacement(),\n modifiers: [{\n name: 'preventOverflow',\n options: {\n boundary: this._config.boundary\n }\n },\n {\n name: 'offset',\n options: {\n offset: this._getOffset()\n }\n }]\n }\n\n // Disable Popper if we have a static display\n if (this._config.display === 'static') {\n defaultBsPopperConfig.modifiers = [{\n name: 'applyStyles',\n enabled: false\n }]\n }\n\n return {\n ...defaultBsPopperConfig,\n ...(typeof this._config.popperConfig === 'function' ? this._config.popperConfig(defaultBsPopperConfig) : this._config.popperConfig)\n }\n }\n\n _selectMenuItem({ key, target }) {\n const items = SelectorEngine.find(SELECTOR_VISIBLE_ITEMS, this._menu).filter(isVisible)\n\n if (!items.length) {\n return\n }\n\n // if target isn't included in items (e.g. when expanding the dropdown)\n // allow cycling to get the last item in case key equals ARROW_UP_KEY\n getNextActiveElement(items, target, key === ARROW_DOWN_KEY, !items.includes(target)).focus()\n }\n\n // Static\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Dropdown.getOrCreateInstance(this, config)\n\n if (typeof config !== 'string') {\n return\n }\n\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`)\n }\n\n data[config]()\n })\n }\n\n static clearMenus(event) {\n if (event && (event.button === RIGHT_MOUSE_BUTTON || (event.type === 'keyup' && event.key !== TAB_KEY))) {\n return\n }\n\n const toggles = SelectorEngine.find(SELECTOR_DATA_TOGGLE)\n\n for (let i = 0, len = toggles.length; i < len; i++) {\n const context = Dropdown.getInstance(toggles[i])\n if (!context || context._config.autoClose === false) {\n continue\n }\n\n if (!context._isShown()) {\n continue\n }\n\n const relatedTarget = {\n relatedTarget: context._element\n }\n\n if (event) {\n const composedPath = event.composedPath()\n const isMenuTarget = composedPath.includes(context._menu)\n if (\n composedPath.includes(context._element) ||\n (context._config.autoClose === 'inside' && !isMenuTarget) ||\n (context._config.autoClose === 'outside' && isMenuTarget)\n ) {\n continue\n }\n\n // Tab navigation through the dropdown menu or events from contained inputs shouldn't close the menu\n if (context._menu.contains(event.target) && ((event.type === 'keyup' && event.key === TAB_KEY) || /input|select|option|textarea|form/i.test(event.target.tagName))) {\n continue\n }\n\n if (event.type === 'click') {\n relatedTarget.clickEvent = event\n }\n }\n\n context._completeHide(relatedTarget)\n }\n }\n\n static getParentFromElement(element) {\n return getElementFromSelector(element) || element.parentNode\n }\n\n static dataApiKeydownHandler(event) {\n // If not input/textarea:\n // - And not a key in REGEXP_KEYDOWN => not a dropdown command\n // If input/textarea:\n // - If space key => not a dropdown command\n // - If key is other than escape\n // - If key is not up or down => not a dropdown command\n // - If trigger inside the menu => not a dropdown command\n if (/input|textarea/i.test(event.target.tagName) ?\n event.key === SPACE_KEY || (event.key !== ESCAPE_KEY &&\n ((event.key !== ARROW_DOWN_KEY && event.key !== ARROW_UP_KEY) ||\n event.target.closest(SELECTOR_MENU))) :\n !REGEXP_KEYDOWN.test(event.key)) {\n return\n }\n\n const isActive = this.classList.contains(CLASS_NAME_SHOW)\n\n if (!isActive && event.key === ESCAPE_KEY) {\n return\n }\n\n event.preventDefault()\n event.stopPropagation()\n\n if (isDisabled(this)) {\n return\n }\n\n const getToggleButton = this.matches(SELECTOR_DATA_TOGGLE) ? this : SelectorEngine.prev(this, SELECTOR_DATA_TOGGLE)[0]\n const instance = Dropdown.getOrCreateInstance(getToggleButton)\n\n if (event.key === ESCAPE_KEY) {\n instance.hide()\n return\n }\n\n if (event.key === ARROW_UP_KEY || event.key === ARROW_DOWN_KEY) {\n if (!isActive) {\n instance.show()\n }\n\n instance._selectMenuItem(event)\n return\n }\n\n if (!isActive || event.key === SPACE_KEY) {\n Dropdown.clearMenus()\n }\n }\n}\n\n/**\n * ------------------------------------------------------------------------\n * Data Api implementation\n * ------------------------------------------------------------------------\n */\n\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_DATA_TOGGLE, Dropdown.dataApiKeydownHandler)\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_MENU, Dropdown.dataApiKeydownHandler)\nEventHandler.on(document, EVENT_CLICK_DATA_API, Dropdown.clearMenus)\nEventHandler.on(document, EVENT_KEYUP_DATA_API, Dropdown.clearMenus)\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n event.preventDefault()\n Dropdown.getOrCreateInstance(this).toggle()\n})\n\n/**\n * ------------------------------------------------------------------------\n * jQuery\n * ------------------------------------------------------------------------\n * add .Dropdown to jQuery only if jQuery is present\n */\n\ndefineJQueryPlugin(Dropdown)\n\nexport default Dropdown\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): util/scrollBar.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport SelectorEngine from '../dom/selector-engine'\nimport Manipulator from '../dom/manipulator'\nimport { isElement } from './index'\n\nconst SELECTOR_FIXED_CONTENT = '.fixed-top, .fixed-bottom, .is-fixed, .sticky-top'\nconst SELECTOR_STICKY_CONTENT = '.sticky-top'\n\nclass ScrollBarHelper {\n constructor() {\n this._element = document.body\n }\n\n getWidth() {\n // https://developer.mozilla.org/en-US/docs/Web/API/Window/innerWidth#usage_notes\n const documentWidth = document.documentElement.clientWidth\n return Math.abs(window.innerWidth - documentWidth)\n }\n\n hide() {\n const width = this.getWidth()\n this._disableOverFlow()\n // give padding to element to balance the hidden scrollbar width\n this._setElementAttributes(this._element, 'paddingRight', calculatedValue => calculatedValue + width)\n // trick: We adjust positive paddingRight and negative marginRight to sticky-top elements to keep showing fullwidth\n this._setElementAttributes(SELECTOR_FIXED_CONTENT, 'paddingRight', calculatedValue => calculatedValue + width)\n this._setElementAttributes(SELECTOR_STICKY_CONTENT, 'marginRight', calculatedValue => calculatedValue - width)\n }\n\n _disableOverFlow() {\n this._saveInitialAttribute(this._element, 'overflow')\n this._element.style.overflow = 'hidden'\n }\n\n _setElementAttributes(selector, styleProp, callback) {\n const scrollbarWidth = this.getWidth()\n const manipulationCallBack = element => {\n if (element !== this._element && window.innerWidth > element.clientWidth + scrollbarWidth) {\n return\n }\n\n this._saveInitialAttribute(element, styleProp)\n const calculatedValue = window.getComputedStyle(element)[styleProp]\n element.style[styleProp] = `${callback(Number.parseFloat(calculatedValue))}px`\n }\n\n this._applyManipulationCallback(selector, manipulationCallBack)\n }\n\n reset() {\n this._resetElementAttributes(this._element, 'overflow')\n this._resetElementAttributes(this._element, 'paddingRight')\n this._resetElementAttributes(SELECTOR_FIXED_CONTENT, 'paddingRight')\n this._resetElementAttributes(SELECTOR_STICKY_CONTENT, 'marginRight')\n }\n\n _saveInitialAttribute(element, styleProp) {\n const actualValue = element.style[styleProp]\n if (actualValue) {\n Manipulator.setDataAttribute(element, styleProp, actualValue)\n }\n }\n\n _resetElementAttributes(selector, styleProp) {\n const manipulationCallBack = element => {\n const value = Manipulator.getDataAttribute(element, styleProp)\n if (typeof value === 'undefined') {\n element.style.removeProperty(styleProp)\n } else {\n Manipulator.removeDataAttribute(element, styleProp)\n element.style[styleProp] = value\n }\n }\n\n this._applyManipulationCallback(selector, manipulationCallBack)\n }\n\n _applyManipulationCallback(selector, callBack) {\n if (isElement(selector)) {\n callBack(selector)\n } else {\n SelectorEngine.find(selector, this._element).forEach(callBack)\n }\n }\n\n isOverflowing() {\n return this.getWidth() > 0\n }\n}\n\nexport default ScrollBarHelper\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): util/backdrop.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport EventHandler from '../dom/event-handler'\nimport { execute, executeAfterTransition, getElement, reflow, typeCheckConfig } from './index'\n\nconst Default = {\n className: 'modal-backdrop',\n isVisible: true, // if false, we use the backdrop helper without adding any element to the dom\n isAnimated: false,\n rootElement: 'body', // give the choice to place backdrop under different elements\n clickCallback: null\n}\n\nconst DefaultType = {\n className: 'string',\n isVisible: 'boolean',\n isAnimated: 'boolean',\n rootElement: '(element|string)',\n clickCallback: '(function|null)'\n}\nconst NAME = 'backdrop'\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_SHOW = 'show'\n\nconst EVENT_MOUSEDOWN = `mousedown.bs.${NAME}`\n\nclass Backdrop {\n constructor(config) {\n this._config = this._getConfig(config)\n this._isAppended = false\n this._element = null\n }\n\n show(callback) {\n if (!this._config.isVisible) {\n execute(callback)\n return\n }\n\n this._append()\n\n if (this._config.isAnimated) {\n reflow(this._getElement())\n }\n\n this._getElement().classList.add(CLASS_NAME_SHOW)\n\n this._emulateAnimation(() => {\n execute(callback)\n })\n }\n\n hide(callback) {\n if (!this._config.isVisible) {\n execute(callback)\n return\n }\n\n this._getElement().classList.remove(CLASS_NAME_SHOW)\n\n this._emulateAnimation(() => {\n this.dispose()\n execute(callback)\n })\n }\n\n // Private\n\n _getElement() {\n if (!this._element) {\n const backdrop = document.createElement('div')\n backdrop.className = this._config.className\n if (this._config.isAnimated) {\n backdrop.classList.add(CLASS_NAME_FADE)\n }\n\n this._element = backdrop\n }\n\n return this._element\n }\n\n _getConfig(config) {\n config = {\n ...Default,\n ...(typeof config === 'object' ? config : {})\n }\n\n // use getElement() with the default \"body\" to get a fresh Element on each instantiation\n config.rootElement = getElement(config.rootElement)\n typeCheckConfig(NAME, config, DefaultType)\n return config\n }\n\n _append() {\n if (this._isAppended) {\n return\n }\n\n this._config.rootElement.append(this._getElement())\n\n EventHandler.on(this._getElement(), EVENT_MOUSEDOWN, () => {\n execute(this._config.clickCallback)\n })\n\n this._isAppended = true\n }\n\n dispose() {\n if (!this._isAppended) {\n return\n }\n\n EventHandler.off(this._element, EVENT_MOUSEDOWN)\n\n this._element.remove()\n this._isAppended = false\n }\n\n _emulateAnimation(callback) {\n executeAfterTransition(callback, this._getElement(), this._config.isAnimated)\n }\n}\n\nexport default Backdrop\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): util/focustrap.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport EventHandler from '../dom/event-handler'\nimport SelectorEngine from '../dom/selector-engine'\nimport { typeCheckConfig } from './index'\n\nconst Default = {\n trapElement: null, // The element to trap focus inside of\n autofocus: true\n}\n\nconst DefaultType = {\n trapElement: 'element',\n autofocus: 'boolean'\n}\n\nconst NAME = 'focustrap'\nconst DATA_KEY = 'bs.focustrap'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst EVENT_FOCUSIN = `focusin${EVENT_KEY}`\nconst EVENT_KEYDOWN_TAB = `keydown.tab${EVENT_KEY}`\n\nconst TAB_KEY = 'Tab'\nconst TAB_NAV_FORWARD = 'forward'\nconst TAB_NAV_BACKWARD = 'backward'\n\nclass FocusTrap {\n constructor(config) {\n this._config = this._getConfig(config)\n this._isActive = false\n this._lastTabNavDirection = null\n }\n\n activate() {\n const { trapElement, autofocus } = this._config\n\n if (this._isActive) {\n return\n }\n\n if (autofocus) {\n trapElement.focus()\n }\n\n EventHandler.off(document, EVENT_KEY) // guard against infinite focus loop\n EventHandler.on(document, EVENT_FOCUSIN, event => this._handleFocusin(event))\n EventHandler.on(document, EVENT_KEYDOWN_TAB, event => this._handleKeydown(event))\n\n this._isActive = true\n }\n\n deactivate() {\n if (!this._isActive) {\n return\n }\n\n this._isActive = false\n EventHandler.off(document, EVENT_KEY)\n }\n\n // Private\n\n _handleFocusin(event) {\n const { target } = event\n const { trapElement } = this._config\n\n if (\n target === document ||\n target === trapElement ||\n trapElement.contains(target)\n ) {\n return\n }\n\n const elements = SelectorEngine.focusableChildren(trapElement)\n\n if (elements.length === 0) {\n trapElement.focus()\n } else if (this._lastTabNavDirection === TAB_NAV_BACKWARD) {\n elements[elements.length - 1].focus()\n } else {\n elements[0].focus()\n }\n }\n\n _handleKeydown(event) {\n if (event.key !== TAB_KEY) {\n return\n }\n\n this._lastTabNavDirection = event.shiftKey ? TAB_NAV_BACKWARD : TAB_NAV_FORWARD\n }\n\n _getConfig(config) {\n config = {\n ...Default,\n ...(typeof config === 'object' ? config : {})\n }\n typeCheckConfig(NAME, config, DefaultType)\n return config\n }\n}\n\nexport default FocusTrap\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): modal.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport {\n defineJQueryPlugin,\n getElementFromSelector,\n isRTL,\n isVisible,\n reflow,\n typeCheckConfig\n} from './util/index'\nimport EventHandler from './dom/event-handler'\nimport Manipulator from './dom/manipulator'\nimport SelectorEngine from './dom/selector-engine'\nimport ScrollBarHelper from './util/scrollbar'\nimport BaseComponent from './base-component'\nimport Backdrop from './util/backdrop'\nimport FocusTrap from './util/focustrap'\nimport { enableDismissTrigger } from './util/component-functions'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst NAME = 'modal'\nconst DATA_KEY = 'bs.modal'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\nconst ESCAPE_KEY = 'Escape'\n\nconst Default = {\n backdrop: true,\n keyboard: true,\n focus: true\n}\n\nconst DefaultType = {\n backdrop: '(boolean|string)',\n keyboard: 'boolean',\n focus: 'boolean'\n}\n\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDE_PREVENTED = `hidePrevented${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_RESIZE = `resize${EVENT_KEY}`\nconst EVENT_CLICK_DISMISS = `click.dismiss${EVENT_KEY}`\nconst EVENT_KEYDOWN_DISMISS = `keydown.dismiss${EVENT_KEY}`\nconst EVENT_MOUSEUP_DISMISS = `mouseup.dismiss${EVENT_KEY}`\nconst EVENT_MOUSEDOWN_DISMISS = `mousedown.dismiss${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_OPEN = 'modal-open'\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_STATIC = 'modal-static'\n\nconst SELECTOR_DIALOG = '.modal-dialog'\nconst SELECTOR_MODAL_BODY = '.modal-body'\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"modal\"]'\n\n/**\n * ------------------------------------------------------------------------\n * Class Definition\n * ------------------------------------------------------------------------\n */\n\nclass Modal extends BaseComponent {\n constructor(element, config) {\n super(element)\n\n this._config = this._getConfig(config)\n this._dialog = SelectorEngine.findOne(SELECTOR_DIALOG, this._element)\n this._backdrop = this._initializeBackDrop()\n this._focustrap = this._initializeFocusTrap()\n this._isShown = false\n this._ignoreBackdropClick = false\n this._isTransitioning = false\n this._scrollBar = new ScrollBarHelper()\n }\n\n // Getters\n\n static get Default() {\n return Default\n }\n\n static get NAME() {\n return NAME\n }\n\n // Public\n\n toggle(relatedTarget) {\n return this._isShown ? this.hide() : this.show(relatedTarget)\n }\n\n show(relatedTarget) {\n if (this._isShown || this._isTransitioning) {\n return\n }\n\n const showEvent = EventHandler.trigger(this._element, EVENT_SHOW, {\n relatedTarget\n })\n\n if (showEvent.defaultPrevented) {\n return\n }\n\n this._isShown = true\n\n if (this._isAnimated()) {\n this._isTransitioning = true\n }\n\n this._scrollBar.hide()\n\n document.body.classList.add(CLASS_NAME_OPEN)\n\n this._adjustDialog()\n\n this._setEscapeEvent()\n this._setResizeEvent()\n\n EventHandler.on(this._dialog, EVENT_MOUSEDOWN_DISMISS, () => {\n EventHandler.one(this._element, EVENT_MOUSEUP_DISMISS, event => {\n if (event.target === this._element) {\n this._ignoreBackdropClick = true\n }\n })\n })\n\n this._showBackdrop(() => this._showElement(relatedTarget))\n }\n\n hide() {\n if (!this._isShown || this._isTransitioning) {\n return\n }\n\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE)\n\n if (hideEvent.defaultPrevented) {\n return\n }\n\n this._isShown = false\n const isAnimated = this._isAnimated()\n\n if (isAnimated) {\n this._isTransitioning = true\n }\n\n this._setEscapeEvent()\n this._setResizeEvent()\n\n this._focustrap.deactivate()\n\n this._element.classList.remove(CLASS_NAME_SHOW)\n\n EventHandler.off(this._element, EVENT_CLICK_DISMISS)\n EventHandler.off(this._dialog, EVENT_MOUSEDOWN_DISMISS)\n\n this._queueCallback(() => this._hideModal(), this._element, isAnimated)\n }\n\n dispose() {\n [window, this._dialog]\n .forEach(htmlElement => EventHandler.off(htmlElement, EVENT_KEY))\n\n this._backdrop.dispose()\n this._focustrap.deactivate()\n super.dispose()\n }\n\n handleUpdate() {\n this._adjustDialog()\n }\n\n // Private\n\n _initializeBackDrop() {\n return new Backdrop({\n isVisible: Boolean(this._config.backdrop), // 'static' option will be translated to true, and booleans will keep their value\n isAnimated: this._isAnimated()\n })\n }\n\n _initializeFocusTrap() {\n return new FocusTrap({\n trapElement: this._element\n })\n }\n\n _getConfig(config) {\n config = {\n ...Default,\n ...Manipulator.getDataAttributes(this._element),\n ...(typeof config === 'object' ? config : {})\n }\n typeCheckConfig(NAME, config, DefaultType)\n return config\n }\n\n _showElement(relatedTarget) {\n const isAnimated = this._isAnimated()\n const modalBody = SelectorEngine.findOne(SELECTOR_MODAL_BODY, this._dialog)\n\n if (!this._element.parentNode || this._element.parentNode.nodeType !== Node.ELEMENT_NODE) {\n // Don't move modal's DOM position\n document.body.append(this._element)\n }\n\n this._element.style.display = 'block'\n this._element.removeAttribute('aria-hidden')\n this._element.setAttribute('aria-modal', true)\n this._element.setAttribute('role', 'dialog')\n this._element.scrollTop = 0\n\n if (modalBody) {\n modalBody.scrollTop = 0\n }\n\n if (isAnimated) {\n reflow(this._element)\n }\n\n this._element.classList.add(CLASS_NAME_SHOW)\n\n const transitionComplete = () => {\n if (this._config.focus) {\n this._focustrap.activate()\n }\n\n this._isTransitioning = false\n EventHandler.trigger(this._element, EVENT_SHOWN, {\n relatedTarget\n })\n }\n\n this._queueCallback(transitionComplete, this._dialog, isAnimated)\n }\n\n _setEscapeEvent() {\n if (this._isShown) {\n EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS, event => {\n if (this._config.keyboard && event.key === ESCAPE_KEY) {\n event.preventDefault()\n this.hide()\n } else if (!this._config.keyboard && event.key === ESCAPE_KEY) {\n this._triggerBackdropTransition()\n }\n })\n } else {\n EventHandler.off(this._element, EVENT_KEYDOWN_DISMISS)\n }\n }\n\n _setResizeEvent() {\n if (this._isShown) {\n EventHandler.on(window, EVENT_RESIZE, () => this._adjustDialog())\n } else {\n EventHandler.off(window, EVENT_RESIZE)\n }\n }\n\n _hideModal() {\n this._element.style.display = 'none'\n this._element.setAttribute('aria-hidden', true)\n this._element.removeAttribute('aria-modal')\n this._element.removeAttribute('role')\n this._isTransitioning = false\n this._backdrop.hide(() => {\n document.body.classList.remove(CLASS_NAME_OPEN)\n this._resetAdjustments()\n this._scrollBar.reset()\n EventHandler.trigger(this._element, EVENT_HIDDEN)\n })\n }\n\n _showBackdrop(callback) {\n EventHandler.on(this._element, EVENT_CLICK_DISMISS, event => {\n if (this._ignoreBackdropClick) {\n this._ignoreBackdropClick = false\n return\n }\n\n if (event.target !== event.currentTarget) {\n return\n }\n\n if (this._config.backdrop === true) {\n this.hide()\n } else if (this._config.backdrop === 'static') {\n this._triggerBackdropTransition()\n }\n })\n\n this._backdrop.show(callback)\n }\n\n _isAnimated() {\n return this._element.classList.contains(CLASS_NAME_FADE)\n }\n\n _triggerBackdropTransition() {\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED)\n if (hideEvent.defaultPrevented) {\n return\n }\n\n const { classList, scrollHeight, style } = this._element\n const isModalOverflowing = scrollHeight > document.documentElement.clientHeight\n\n // return if the following background transition hasn't yet completed\n if ((!isModalOverflowing && style.overflowY === 'hidden') || classList.contains(CLASS_NAME_STATIC)) {\n return\n }\n\n if (!isModalOverflowing) {\n style.overflowY = 'hidden'\n }\n\n classList.add(CLASS_NAME_STATIC)\n this._queueCallback(() => {\n classList.remove(CLASS_NAME_STATIC)\n if (!isModalOverflowing) {\n this._queueCallback(() => {\n style.overflowY = ''\n }, this._dialog)\n }\n }, this._dialog)\n\n this._element.focus()\n }\n\n // ----------------------------------------------------------------------\n // the following methods are used to handle overflowing modals\n // ----------------------------------------------------------------------\n\n _adjustDialog() {\n const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight\n const scrollbarWidth = this._scrollBar.getWidth()\n const isBodyOverflowing = scrollbarWidth > 0\n\n if ((!isBodyOverflowing && isModalOverflowing && !isRTL()) || (isBodyOverflowing && !isModalOverflowing && isRTL())) {\n this._element.style.paddingLeft = `${scrollbarWidth}px`\n }\n\n if ((isBodyOverflowing && !isModalOverflowing && !isRTL()) || (!isBodyOverflowing && isModalOverflowing && isRTL())) {\n this._element.style.paddingRight = `${scrollbarWidth}px`\n }\n }\n\n _resetAdjustments() {\n this._element.style.paddingLeft = ''\n this._element.style.paddingRight = ''\n }\n\n // Static\n\n static jQueryInterface(config, relatedTarget) {\n return this.each(function () {\n const data = Modal.getOrCreateInstance(this, config)\n\n if (typeof config !== 'string') {\n return\n }\n\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`)\n }\n\n data[config](relatedTarget)\n })\n }\n}\n\n/**\n * ------------------------------------------------------------------------\n * Data Api implementation\n * ------------------------------------------------------------------------\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n const target = getElementFromSelector(this)\n\n if (['A', 'AREA'].includes(this.tagName)) {\n event.preventDefault()\n }\n\n EventHandler.one(target, EVENT_SHOW, showEvent => {\n if (showEvent.defaultPrevented) {\n // only register focus restorer if modal will actually get shown\n return\n }\n\n EventHandler.one(target, EVENT_HIDDEN, () => {\n if (isVisible(this)) {\n this.focus()\n }\n })\n })\n\n const data = Modal.getOrCreateInstance(target)\n\n data.toggle(this)\n})\n\nenableDismissTrigger(Modal)\n\n/**\n * ------------------------------------------------------------------------\n * jQuery\n * ------------------------------------------------------------------------\n * add .Modal to jQuery only if jQuery is present\n */\n\ndefineJQueryPlugin(Modal)\n\nexport default Modal\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): offcanvas.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport {\n defineJQueryPlugin,\n getElementFromSelector,\n isDisabled,\n isVisible,\n typeCheckConfig\n} from './util/index'\nimport ScrollBarHelper from './util/scrollbar'\nimport EventHandler from './dom/event-handler'\nimport BaseComponent from './base-component'\nimport SelectorEngine from './dom/selector-engine'\nimport Manipulator from './dom/manipulator'\nimport Backdrop from './util/backdrop'\nimport FocusTrap from './util/focustrap'\nimport { enableDismissTrigger } from './util/component-functions'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst NAME = 'offcanvas'\nconst DATA_KEY = 'bs.offcanvas'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\nconst EVENT_LOAD_DATA_API = `load${EVENT_KEY}${DATA_API_KEY}`\nconst ESCAPE_KEY = 'Escape'\n\nconst Default = {\n backdrop: true,\n keyboard: true,\n scroll: false\n}\n\nconst DefaultType = {\n backdrop: 'boolean',\n keyboard: 'boolean',\n scroll: 'boolean'\n}\n\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_BACKDROP = 'offcanvas-backdrop'\nconst OPEN_SELECTOR = '.offcanvas.show'\n\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\nconst EVENT_KEYDOWN_DISMISS = `keydown.dismiss${EVENT_KEY}`\n\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"offcanvas\"]'\n\n/**\n * ------------------------------------------------------------------------\n * Class Definition\n * ------------------------------------------------------------------------\n */\n\nclass Offcanvas extends BaseComponent {\n constructor(element, config) {\n super(element)\n\n this._config = this._getConfig(config)\n this._isShown = false\n this._backdrop = this._initializeBackDrop()\n this._focustrap = this._initializeFocusTrap()\n this._addEventListeners()\n }\n\n // Getters\n\n static get NAME() {\n return NAME\n }\n\n static get Default() {\n return Default\n }\n\n // Public\n\n toggle(relatedTarget) {\n return this._isShown ? this.hide() : this.show(relatedTarget)\n }\n\n show(relatedTarget) {\n if (this._isShown) {\n return\n }\n\n const showEvent = EventHandler.trigger(this._element, EVENT_SHOW, { relatedTarget })\n\n if (showEvent.defaultPrevented) {\n return\n }\n\n this._isShown = true\n this._element.style.visibility = 'visible'\n\n this._backdrop.show()\n\n if (!this._config.scroll) {\n new ScrollBarHelper().hide()\n }\n\n this._element.removeAttribute('aria-hidden')\n this._element.setAttribute('aria-modal', true)\n this._element.setAttribute('role', 'dialog')\n this._element.classList.add(CLASS_NAME_SHOW)\n\n const completeCallBack = () => {\n if (!this._config.scroll) {\n this._focustrap.activate()\n }\n\n EventHandler.trigger(this._element, EVENT_SHOWN, { relatedTarget })\n }\n\n this._queueCallback(completeCallBack, this._element, true)\n }\n\n hide() {\n if (!this._isShown) {\n return\n }\n\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE)\n\n if (hideEvent.defaultPrevented) {\n return\n }\n\n this._focustrap.deactivate()\n this._element.blur()\n this._isShown = false\n this._element.classList.remove(CLASS_NAME_SHOW)\n this._backdrop.hide()\n\n const completeCallback = () => {\n this._element.setAttribute('aria-hidden', true)\n this._element.removeAttribute('aria-modal')\n this._element.removeAttribute('role')\n this._element.style.visibility = 'hidden'\n\n if (!this._config.scroll) {\n new ScrollBarHelper().reset()\n }\n\n EventHandler.trigger(this._element, EVENT_HIDDEN)\n }\n\n this._queueCallback(completeCallback, this._element, true)\n }\n\n dispose() {\n this._backdrop.dispose()\n this._focustrap.deactivate()\n super.dispose()\n }\n\n // Private\n\n _getConfig(config) {\n config = {\n ...Default,\n ...Manipulator.getDataAttributes(this._element),\n ...(typeof config === 'object' ? config : {})\n }\n typeCheckConfig(NAME, config, DefaultType)\n return config\n }\n\n _initializeBackDrop() {\n return new Backdrop({\n className: CLASS_NAME_BACKDROP,\n isVisible: this._config.backdrop,\n isAnimated: true,\n rootElement: this._element.parentNode,\n clickCallback: () => this.hide()\n })\n }\n\n _initializeFocusTrap() {\n return new FocusTrap({\n trapElement: this._element\n })\n }\n\n _addEventListeners() {\n EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS, event => {\n if (this._config.keyboard && event.key === ESCAPE_KEY) {\n this.hide()\n }\n })\n }\n\n // Static\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Offcanvas.getOrCreateInstance(this, config)\n\n if (typeof config !== 'string') {\n return\n }\n\n if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n throw new TypeError(`No method named \"${config}\"`)\n }\n\n data[config](this)\n })\n }\n}\n\n/**\n * ------------------------------------------------------------------------\n * Data Api implementation\n * ------------------------------------------------------------------------\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n const target = getElementFromSelector(this)\n\n if (['A', 'AREA'].includes(this.tagName)) {\n event.preventDefault()\n }\n\n if (isDisabled(this)) {\n return\n }\n\n EventHandler.one(target, EVENT_HIDDEN, () => {\n // focus on trigger when it is closed\n if (isVisible(this)) {\n this.focus()\n }\n })\n\n // avoid conflict when clicking a toggler of an offcanvas, while another is open\n const allReadyOpen = SelectorEngine.findOne(OPEN_SELECTOR)\n if (allReadyOpen && allReadyOpen !== target) {\n Offcanvas.getInstance(allReadyOpen).hide()\n }\n\n const data = Offcanvas.getOrCreateInstance(target)\n data.toggle(this)\n})\n\nEventHandler.on(window, EVENT_LOAD_DATA_API, () =>\n SelectorEngine.find(OPEN_SELECTOR).forEach(el => Offcanvas.getOrCreateInstance(el).show())\n)\n\nenableDismissTrigger(Offcanvas)\n/**\n * ------------------------------------------------------------------------\n * jQuery\n * ------------------------------------------------------------------------\n */\n\ndefineJQueryPlugin(Offcanvas)\n\nexport default Offcanvas\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): util/sanitizer.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst uriAttrs = new Set([\n 'background',\n 'cite',\n 'href',\n 'itemtype',\n 'longdesc',\n 'poster',\n 'src',\n 'xlink:href'\n])\n\nconst ARIA_ATTRIBUTE_PATTERN = /^aria-[\\w-]*$/i\n\n/**\n * A pattern that recognizes a commonly useful subset of URLs that are safe.\n *\n * Shoutout to Angular 7 https://github.com/angular/angular/blob/7.2.4/packages/core/src/sanitization/url_sanitizer.ts\n */\nconst SAFE_URL_PATTERN = /^(?:(?:https?|mailto|ftp|tel|file):|[^#&/:?]*(?:[#/?]|$))/i\n\n/**\n * A pattern that matches safe data URLs. Only matches image, video and audio types.\n *\n * Shoutout to Angular 7 https://github.com/angular/angular/blob/7.2.4/packages/core/src/sanitization/url_sanitizer.ts\n */\nconst DATA_URL_PATTERN = /^data:(?:image\\/(?:bmp|gif|jpeg|jpg|png|tiff|webp)|video\\/(?:mpeg|mp4|ogg|webm)|audio\\/(?:mp3|oga|ogg|opus));base64,[\\d+/a-z]+=*$/i\n\nconst allowedAttribute = (attr, allowedAttributeList) => {\n const attrName = attr.nodeName.toLowerCase()\n\n if (allowedAttributeList.includes(attrName)) {\n if (uriAttrs.has(attrName)) {\n return Boolean(SAFE_URL_PATTERN.test(attr.nodeValue) || DATA_URL_PATTERN.test(attr.nodeValue))\n }\n\n return true\n }\n\n const regExp = allowedAttributeList.filter(attrRegex => attrRegex instanceof RegExp)\n\n // Check if a regular expression validates the attribute.\n for (let i = 0, len = regExp.length; i < len; i++) {\n if (regExp[i].test(attrName)) {\n return true\n }\n }\n\n return false\n}\n\nexport const DefaultAllowlist = {\n // Global attributes allowed on any supplied element below.\n '*': ['class', 'dir', 'id', 'lang', 'role', ARIA_ATTRIBUTE_PATTERN],\n a: ['target', 'href', 'title', 'rel'],\n area: [],\n b: [],\n br: [],\n col: [],\n code: [],\n div: [],\n em: [],\n hr: [],\n h1: [],\n h2: [],\n h3: [],\n h4: [],\n h5: [],\n h6: [],\n i: [],\n img: ['src', 'srcset', 'alt', 'title', 'width', 'height'],\n li: [],\n ol: [],\n p: [],\n pre: [],\n s: [],\n small: [],\n span: [],\n sub: [],\n sup: [],\n strong: [],\n u: [],\n ul: []\n}\n\nexport function sanitizeHtml(unsafeHtml, allowList, sanitizeFn) {\n if (!unsafeHtml.length) {\n return unsafeHtml\n }\n\n if (sanitizeFn && typeof sanitizeFn === 'function') {\n return sanitizeFn(unsafeHtml)\n }\n\n const domParser = new window.DOMParser()\n const createdDocument = domParser.parseFromString(unsafeHtml, 'text/html')\n const allowlistKeys = Object.keys(allowList)\n const elements = [].concat(...createdDocument.body.querySelectorAll('*'))\n\n for (let i = 0, len = elements.length; i < len; i++) {\n const el = elements[i]\n const elName = el.nodeName.toLowerCase()\n\n if (!allowlistKeys.includes(elName)) {\n el.remove()\n\n continue\n }\n\n const attributeList = [].concat(...el.attributes)\n const allowedAttributes = [].concat(allowList['*'] || [], allowList[elName] || [])\n\n attributeList.forEach(attr => {\n if (!allowedAttribute(attr, allowedAttributes)) {\n el.removeAttribute(attr.nodeName)\n }\n })\n }\n\n return createdDocument.body.innerHTML\n}\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): tooltip.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport * as Popper from '@popperjs/core'\n\nimport {\n defineJQueryPlugin,\n findShadowRoot,\n getElement,\n getUID,\n isElement,\n isRTL,\n noop,\n typeCheckConfig\n} from './util/index'\nimport { DefaultAllowlist, sanitizeHtml } from './util/sanitizer'\nimport Data from './dom/data'\nimport EventHandler from './dom/event-handler'\nimport Manipulator from './dom/manipulator'\nimport SelectorEngine from './dom/selector-engine'\nimport BaseComponent from './base-component'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst NAME = 'tooltip'\nconst DATA_KEY = 'bs.tooltip'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst CLASS_PREFIX = 'bs-tooltip'\nconst DISALLOWED_ATTRIBUTES = new Set(['sanitize', 'allowList', 'sanitizeFn'])\n\nconst DefaultType = {\n animation: 'boolean',\n template: 'string',\n title: '(string|element|function)',\n trigger: 'string',\n delay: '(number|object)',\n html: 'boolean',\n selector: '(string|boolean)',\n placement: '(string|function)',\n offset: '(array|string|function)',\n container: '(string|element|boolean)',\n fallbackPlacements: 'array',\n boundary: '(string|element)',\n customClass: '(string|function)',\n sanitize: 'boolean',\n sanitizeFn: '(null|function)',\n allowList: 'object',\n popperConfig: '(null|object|function)'\n}\n\nconst AttachmentMap = {\n AUTO: 'auto',\n TOP: 'top',\n RIGHT: isRTL() ? 'left' : 'right',\n BOTTOM: 'bottom',\n LEFT: isRTL() ? 'right' : 'left'\n}\n\nconst Default = {\n animation: true,\n template: '
    ' +\n '
    ' +\n '
    ' +\n '
    ',\n trigger: 'hover focus',\n title: '',\n delay: 0,\n html: false,\n selector: false,\n placement: 'top',\n offset: [0, 0],\n container: false,\n fallbackPlacements: ['top', 'right', 'bottom', 'left'],\n boundary: 'clippingParents',\n customClass: '',\n sanitize: true,\n sanitizeFn: null,\n allowList: DefaultAllowlist,\n popperConfig: null\n}\n\nconst Event = {\n HIDE: `hide${EVENT_KEY}`,\n HIDDEN: `hidden${EVENT_KEY}`,\n SHOW: `show${EVENT_KEY}`,\n SHOWN: `shown${EVENT_KEY}`,\n INSERTED: `inserted${EVENT_KEY}`,\n CLICK: `click${EVENT_KEY}`,\n FOCUSIN: `focusin${EVENT_KEY}`,\n FOCUSOUT: `focusout${EVENT_KEY}`,\n MOUSEENTER: `mouseenter${EVENT_KEY}`,\n MOUSELEAVE: `mouseleave${EVENT_KEY}`\n}\n\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_MODAL = 'modal'\nconst CLASS_NAME_SHOW = 'show'\n\nconst HOVER_STATE_SHOW = 'show'\nconst HOVER_STATE_OUT = 'out'\n\nconst SELECTOR_TOOLTIP_INNER = '.tooltip-inner'\nconst SELECTOR_MODAL = `.${CLASS_NAME_MODAL}`\n\nconst EVENT_MODAL_HIDE = 'hide.bs.modal'\n\nconst TRIGGER_HOVER = 'hover'\nconst TRIGGER_FOCUS = 'focus'\nconst TRIGGER_CLICK = 'click'\nconst TRIGGER_MANUAL = 'manual'\n\n/**\n * ------------------------------------------------------------------------\n * Class Definition\n * ------------------------------------------------------------------------\n */\n\nclass Tooltip extends BaseComponent {\n constructor(element, config) {\n if (typeof Popper === 'undefined') {\n throw new TypeError('Bootstrap\\'s tooltips require Popper (https://popper.js.org)')\n }\n\n super(element)\n\n // private\n this._isEnabled = true\n this._timeout = 0\n this._hoverState = ''\n this._activeTrigger = {}\n this._popper = null\n\n // Protected\n this._config = this._getConfig(config)\n this.tip = null\n\n this._setListeners()\n }\n\n // Getters\n\n static get Default() {\n return Default\n }\n\n static get NAME() {\n return NAME\n }\n\n static get Event() {\n return Event\n }\n\n static get DefaultType() {\n return DefaultType\n }\n\n // Public\n\n enable() {\n this._isEnabled = true\n }\n\n disable() {\n this._isEnabled = false\n }\n\n toggleEnabled() {\n this._isEnabled = !this._isEnabled\n }\n\n toggle(event) {\n if (!this._isEnabled) {\n return\n }\n\n if (event) {\n const context = this._initializeOnDelegatedTarget(event)\n\n context._activeTrigger.click = !context._activeTrigger.click\n\n if (context._isWithActiveTrigger()) {\n context._enter(null, context)\n } else {\n context._leave(null, context)\n }\n } else {\n if (this.getTipElement().classList.contains(CLASS_NAME_SHOW)) {\n this._leave(null, this)\n return\n }\n\n this._enter(null, this)\n }\n }\n\n dispose() {\n clearTimeout(this._timeout)\n\n EventHandler.off(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler)\n\n if (this.tip) {\n this.tip.remove()\n }\n\n if (this._popper) {\n this._popper.destroy()\n }\n\n super.dispose()\n }\n\n show() {\n if (this._element.style.display === 'none') {\n throw new Error('Please use show on visible elements')\n }\n\n if (!(this.isWithContent() && this._isEnabled)) {\n return\n }\n\n const showEvent = EventHandler.trigger(this._element, this.constructor.Event.SHOW)\n const shadowRoot = findShadowRoot(this._element)\n const isInTheDom = shadowRoot === null ?\n this._element.ownerDocument.documentElement.contains(this._element) :\n shadowRoot.contains(this._element)\n\n if (showEvent.defaultPrevented || !isInTheDom) {\n return\n }\n\n const tip = this.getTipElement()\n const tipId = getUID(this.constructor.NAME)\n\n tip.setAttribute('id', tipId)\n this._element.setAttribute('aria-describedby', tipId)\n\n if (this._config.animation) {\n tip.classList.add(CLASS_NAME_FADE)\n }\n\n const placement = typeof this._config.placement === 'function' ?\n this._config.placement.call(this, tip, this._element) :\n this._config.placement\n\n const attachment = this._getAttachment(placement)\n this._addAttachmentClass(attachment)\n\n const { container } = this._config\n Data.set(tip, this.constructor.DATA_KEY, this)\n\n if (!this._element.ownerDocument.documentElement.contains(this.tip)) {\n container.append(tip)\n EventHandler.trigger(this._element, this.constructor.Event.INSERTED)\n }\n\n if (this._popper) {\n this._popper.update()\n } else {\n this._popper = Popper.createPopper(this._element, tip, this._getPopperConfig(attachment))\n }\n\n tip.classList.add(CLASS_NAME_SHOW)\n\n const customClass = this._resolvePossibleFunction(this._config.customClass)\n if (customClass) {\n tip.classList.add(...customClass.split(' '))\n }\n\n // If this is a touch-enabled device we add extra\n // empty mouseover listeners to the body's immediate children;\n // only needed because of broken event delegation on iOS\n // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n if ('ontouchstart' in document.documentElement) {\n [].concat(...document.body.children).forEach(element => {\n EventHandler.on(element, 'mouseover', noop)\n })\n }\n\n const complete = () => {\n const prevHoverState = this._hoverState\n\n this._hoverState = null\n EventHandler.trigger(this._element, this.constructor.Event.SHOWN)\n\n if (prevHoverState === HOVER_STATE_OUT) {\n this._leave(null, this)\n }\n }\n\n const isAnimated = this.tip.classList.contains(CLASS_NAME_FADE)\n this._queueCallback(complete, this.tip, isAnimated)\n }\n\n hide() {\n if (!this._popper) {\n return\n }\n\n const tip = this.getTipElement()\n const complete = () => {\n if (this._isWithActiveTrigger()) {\n return\n }\n\n if (this._hoverState !== HOVER_STATE_SHOW) {\n tip.remove()\n }\n\n this._cleanTipClass()\n this._element.removeAttribute('aria-describedby')\n EventHandler.trigger(this._element, this.constructor.Event.HIDDEN)\n\n if (this._popper) {\n this._popper.destroy()\n this._popper = null\n }\n }\n\n const hideEvent = EventHandler.trigger(this._element, this.constructor.Event.HIDE)\n if (hideEvent.defaultPrevented) {\n return\n }\n\n tip.classList.remove(CLASS_NAME_SHOW)\n\n // If this is a touch-enabled device we remove the extra\n // empty mouseover listeners we added for iOS support\n if ('ontouchstart' in document.documentElement) {\n [].concat(...document.body.children)\n .forEach(element => EventHandler.off(element, 'mouseover', noop))\n }\n\n this._activeTrigger[TRIGGER_CLICK] = false\n this._activeTrigger[TRIGGER_FOCUS] = false\n this._activeTrigger[TRIGGER_HOVER] = false\n\n const isAnimated = this.tip.classList.contains(CLASS_NAME_FADE)\n this._queueCallback(complete, this.tip, isAnimated)\n this._hoverState = ''\n }\n\n update() {\n if (this._popper !== null) {\n this._popper.update()\n }\n }\n\n // Protected\n\n isWithContent() {\n return Boolean(this.getTitle())\n }\n\n getTipElement() {\n if (this.tip) {\n return this.tip\n }\n\n const element = document.createElement('div')\n element.innerHTML = this._config.template\n\n const tip = element.children[0]\n this.setContent(tip)\n tip.classList.remove(CLASS_NAME_FADE, CLASS_NAME_SHOW)\n\n this.tip = tip\n return this.tip\n }\n\n setContent(tip) {\n this._sanitizeAndSetContent(tip, this.getTitle(), SELECTOR_TOOLTIP_INNER)\n }\n\n _sanitizeAndSetContent(template, content, selector) {\n const templateElement = SelectorEngine.findOne(selector, template)\n\n if (!content && templateElement) {\n templateElement.remove()\n return\n }\n\n // we use append for html objects to maintain js events\n this.setElementContent(templateElement, content)\n }\n\n setElementContent(element, content) {\n if (element === null) {\n return\n }\n\n if (isElement(content)) {\n content = getElement(content)\n\n // content is a DOM node or a jQuery\n if (this._config.html) {\n if (content.parentNode !== element) {\n element.innerHTML = ''\n element.append(content)\n }\n } else {\n element.textContent = content.textContent\n }\n\n return\n }\n\n if (this._config.html) {\n if (this._config.sanitize) {\n content = sanitizeHtml(content, this._config.allowList, this._config.sanitizeFn)\n }\n\n element.innerHTML = content\n } else {\n element.textContent = content\n }\n }\n\n getTitle() {\n const title = this._element.getAttribute('data-bs-original-title') || this._config.title\n\n return this._resolvePossibleFunction(title)\n }\n\n updateAttachment(attachment) {\n if (attachment === 'right') {\n return 'end'\n }\n\n if (attachment === 'left') {\n return 'start'\n }\n\n return attachment\n }\n\n // Private\n\n _initializeOnDelegatedTarget(event, context) {\n return context || this.constructor.getOrCreateInstance(event.delegateTarget, this._getDelegateConfig())\n }\n\n _getOffset() {\n const { offset } = this._config\n\n if (typeof offset === 'string') {\n return offset.split(',').map(val => Number.parseInt(val, 10))\n }\n\n if (typeof offset === 'function') {\n return popperData => offset(popperData, this._element)\n }\n\n return offset\n }\n\n _resolvePossibleFunction(content) {\n return typeof content === 'function' ? content.call(this._element) : content\n }\n\n _getPopperConfig(attachment) {\n const defaultBsPopperConfig = {\n placement: attachment,\n modifiers: [\n {\n name: 'flip',\n options: {\n fallbackPlacements: this._config.fallbackPlacements\n }\n },\n {\n name: 'offset',\n options: {\n offset: this._getOffset()\n }\n },\n {\n name: 'preventOverflow',\n options: {\n boundary: this._config.boundary\n }\n },\n {\n name: 'arrow',\n options: {\n element: `.${this.constructor.NAME}-arrow`\n }\n },\n {\n name: 'onChange',\n enabled: true,\n phase: 'afterWrite',\n fn: data => this._handlePopperPlacementChange(data)\n }\n ],\n onFirstUpdate: data => {\n if (data.options.placement !== data.placement) {\n this._handlePopperPlacementChange(data)\n }\n }\n }\n\n return {\n ...defaultBsPopperConfig,\n ...(typeof this._config.popperConfig === 'function' ? this._config.popperConfig(defaultBsPopperConfig) : this._config.popperConfig)\n }\n }\n\n _addAttachmentClass(attachment) {\n this.getTipElement().classList.add(`${this._getBasicClassPrefix()}-${this.updateAttachment(attachment)}`)\n }\n\n _getAttachment(placement) {\n return AttachmentMap[placement.toUpperCase()]\n }\n\n _setListeners() {\n const triggers = this._config.trigger.split(' ')\n\n triggers.forEach(trigger => {\n if (trigger === 'click') {\n EventHandler.on(this._element, this.constructor.Event.CLICK, this._config.selector, event => this.toggle(event))\n } else if (trigger !== TRIGGER_MANUAL) {\n const eventIn = trigger === TRIGGER_HOVER ?\n this.constructor.Event.MOUSEENTER :\n this.constructor.Event.FOCUSIN\n const eventOut = trigger === TRIGGER_HOVER ?\n this.constructor.Event.MOUSELEAVE :\n this.constructor.Event.FOCUSOUT\n\n EventHandler.on(this._element, eventIn, this._config.selector, event => this._enter(event))\n EventHandler.on(this._element, eventOut, this._config.selector, event => this._leave(event))\n }\n })\n\n this._hideModalHandler = () => {\n if (this._element) {\n this.hide()\n }\n }\n\n EventHandler.on(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler)\n\n if (this._config.selector) {\n this._config = {\n ...this._config,\n trigger: 'manual',\n selector: ''\n }\n } else {\n this._fixTitle()\n }\n }\n\n _fixTitle() {\n const title = this._element.getAttribute('title')\n const originalTitleType = typeof this._element.getAttribute('data-bs-original-title')\n\n if (title || originalTitleType !== 'string') {\n this._element.setAttribute('data-bs-original-title', title || '')\n if (title && !this._element.getAttribute('aria-label') && !this._element.textContent) {\n this._element.setAttribute('aria-label', title)\n }\n\n this._element.setAttribute('title', '')\n }\n }\n\n _enter(event, context) {\n context = this._initializeOnDelegatedTarget(event, context)\n\n if (event) {\n context._activeTrigger[\n event.type === 'focusin' ? TRIGGER_FOCUS : TRIGGER_HOVER\n ] = true\n }\n\n if (context.getTipElement().classList.contains(CLASS_NAME_SHOW) || context._hoverState === HOVER_STATE_SHOW) {\n context._hoverState = HOVER_STATE_SHOW\n return\n }\n\n clearTimeout(context._timeout)\n\n context._hoverState = HOVER_STATE_SHOW\n\n if (!context._config.delay || !context._config.delay.show) {\n context.show()\n return\n }\n\n context._timeout = setTimeout(() => {\n if (context._hoverState === HOVER_STATE_SHOW) {\n context.show()\n }\n }, context._config.delay.show)\n }\n\n _leave(event, context) {\n context = this._initializeOnDelegatedTarget(event, context)\n\n if (event) {\n context._activeTrigger[\n event.type === 'focusout' ? TRIGGER_FOCUS : TRIGGER_HOVER\n ] = context._element.contains(event.relatedTarget)\n }\n\n if (context._isWithActiveTrigger()) {\n return\n }\n\n clearTimeout(context._timeout)\n\n context._hoverState = HOVER_STATE_OUT\n\n if (!context._config.delay || !context._config.delay.hide) {\n context.hide()\n return\n }\n\n context._timeout = setTimeout(() => {\n if (context._hoverState === HOVER_STATE_OUT) {\n context.hide()\n }\n }, context._config.delay.hide)\n }\n\n _isWithActiveTrigger() {\n for (const trigger in this._activeTrigger) {\n if (this._activeTrigger[trigger]) {\n return true\n }\n }\n\n return false\n }\n\n _getConfig(config) {\n const dataAttributes = Manipulator.getDataAttributes(this._element)\n\n Object.keys(dataAttributes).forEach(dataAttr => {\n if (DISALLOWED_ATTRIBUTES.has(dataAttr)) {\n delete dataAttributes[dataAttr]\n }\n })\n\n config = {\n ...this.constructor.Default,\n ...dataAttributes,\n ...(typeof config === 'object' && config ? config : {})\n }\n\n config.container = config.container === false ? document.body : getElement(config.container)\n\n if (typeof config.delay === 'number') {\n config.delay = {\n show: config.delay,\n hide: config.delay\n }\n }\n\n if (typeof config.title === 'number') {\n config.title = config.title.toString()\n }\n\n if (typeof config.content === 'number') {\n config.content = config.content.toString()\n }\n\n typeCheckConfig(NAME, config, this.constructor.DefaultType)\n\n if (config.sanitize) {\n config.template = sanitizeHtml(config.template, config.allowList, config.sanitizeFn)\n }\n\n return config\n }\n\n _getDelegateConfig() {\n const config = {}\n\n for (const key in this._config) {\n if (this.constructor.Default[key] !== this._config[key]) {\n config[key] = this._config[key]\n }\n }\n\n // In the future can be replaced with:\n // const keysWithDifferentValues = Object.entries(this._config).filter(entry => this.constructor.Default[entry[0]] !== this._config[entry[0]])\n // `Object.fromEntries(keysWithDifferentValues)`\n return config\n }\n\n _cleanTipClass() {\n const tip = this.getTipElement()\n const basicClassPrefixRegex = new RegExp(`(^|\\\\s)${this._getBasicClassPrefix()}\\\\S+`, 'g')\n const tabClass = tip.getAttribute('class').match(basicClassPrefixRegex)\n if (tabClass !== null && tabClass.length > 0) {\n tabClass.map(token => token.trim())\n .forEach(tClass => tip.classList.remove(tClass))\n }\n }\n\n _getBasicClassPrefix() {\n return CLASS_PREFIX\n }\n\n _handlePopperPlacementChange(popperData) {\n const { state } = popperData\n\n if (!state) {\n return\n }\n\n this.tip = state.elements.popper\n this._cleanTipClass()\n this._addAttachmentClass(this._getAttachment(state.placement))\n }\n\n // Static\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Tooltip.getOrCreateInstance(this, config)\n\n if (typeof config === 'string') {\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`)\n }\n\n data[config]()\n }\n })\n }\n}\n\n/**\n * ------------------------------------------------------------------------\n * jQuery\n * ------------------------------------------------------------------------\n * add .Tooltip to jQuery only if jQuery is present\n */\n\ndefineJQueryPlugin(Tooltip)\n\nexport default Tooltip\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): popover.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { defineJQueryPlugin } from './util/index'\nimport Tooltip from './tooltip'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst NAME = 'popover'\nconst DATA_KEY = 'bs.popover'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst CLASS_PREFIX = 'bs-popover'\n\nconst Default = {\n ...Tooltip.Default,\n placement: 'right',\n offset: [0, 8],\n trigger: 'click',\n content: '',\n template: '
    ' +\n '
    ' +\n '

    ' +\n '
    ' +\n '
    '\n}\n\nconst DefaultType = {\n ...Tooltip.DefaultType,\n content: '(string|element|function)'\n}\n\nconst Event = {\n HIDE: `hide${EVENT_KEY}`,\n HIDDEN: `hidden${EVENT_KEY}`,\n SHOW: `show${EVENT_KEY}`,\n SHOWN: `shown${EVENT_KEY}`,\n INSERTED: `inserted${EVENT_KEY}`,\n CLICK: `click${EVENT_KEY}`,\n FOCUSIN: `focusin${EVENT_KEY}`,\n FOCUSOUT: `focusout${EVENT_KEY}`,\n MOUSEENTER: `mouseenter${EVENT_KEY}`,\n MOUSELEAVE: `mouseleave${EVENT_KEY}`\n}\n\nconst SELECTOR_TITLE = '.popover-header'\nconst SELECTOR_CONTENT = '.popover-body'\n\n/**\n * ------------------------------------------------------------------------\n * Class Definition\n * ------------------------------------------------------------------------\n */\n\nclass Popover extends Tooltip {\n // Getters\n\n static get Default() {\n return Default\n }\n\n static get NAME() {\n return NAME\n }\n\n static get Event() {\n return Event\n }\n\n static get DefaultType() {\n return DefaultType\n }\n\n // Overrides\n\n isWithContent() {\n return this.getTitle() || this._getContent()\n }\n\n setContent(tip) {\n this._sanitizeAndSetContent(tip, this.getTitle(), SELECTOR_TITLE)\n this._sanitizeAndSetContent(tip, this._getContent(), SELECTOR_CONTENT)\n }\n\n // Private\n\n _getContent() {\n return this._resolvePossibleFunction(this._config.content)\n }\n\n _getBasicClassPrefix() {\n return CLASS_PREFIX\n }\n\n // Static\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Popover.getOrCreateInstance(this, config)\n\n if (typeof config === 'string') {\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`)\n }\n\n data[config]()\n }\n })\n }\n}\n\n/**\n * ------------------------------------------------------------------------\n * jQuery\n * ------------------------------------------------------------------------\n * add .Popover to jQuery only if jQuery is present\n */\n\ndefineJQueryPlugin(Popover)\n\nexport default Popover\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): scrollspy.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport {\n defineJQueryPlugin,\n getElement,\n getSelectorFromElement,\n typeCheckConfig\n} from './util/index'\nimport EventHandler from './dom/event-handler'\nimport Manipulator from './dom/manipulator'\nimport SelectorEngine from './dom/selector-engine'\nimport BaseComponent from './base-component'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst NAME = 'scrollspy'\nconst DATA_KEY = 'bs.scrollspy'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst Default = {\n offset: 10,\n method: 'auto',\n target: ''\n}\n\nconst DefaultType = {\n offset: 'number',\n method: 'string',\n target: '(string|element)'\n}\n\nconst EVENT_ACTIVATE = `activate${EVENT_KEY}`\nconst EVENT_SCROLL = `scroll${EVENT_KEY}`\nconst EVENT_LOAD_DATA_API = `load${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_DROPDOWN_ITEM = 'dropdown-item'\nconst CLASS_NAME_ACTIVE = 'active'\n\nconst SELECTOR_DATA_SPY = '[data-bs-spy=\"scroll\"]'\nconst SELECTOR_NAV_LIST_GROUP = '.nav, .list-group'\nconst SELECTOR_NAV_LINKS = '.nav-link'\nconst SELECTOR_NAV_ITEMS = '.nav-item'\nconst SELECTOR_LIST_ITEMS = '.list-group-item'\nconst SELECTOR_LINK_ITEMS = `${SELECTOR_NAV_LINKS}, ${SELECTOR_LIST_ITEMS}, .${CLASS_NAME_DROPDOWN_ITEM}`\nconst SELECTOR_DROPDOWN = '.dropdown'\nconst SELECTOR_DROPDOWN_TOGGLE = '.dropdown-toggle'\n\nconst METHOD_OFFSET = 'offset'\nconst METHOD_POSITION = 'position'\n\n/**\n * ------------------------------------------------------------------------\n * Class Definition\n * ------------------------------------------------------------------------\n */\n\nclass ScrollSpy extends BaseComponent {\n constructor(element, config) {\n super(element)\n this._scrollElement = this._element.tagName === 'BODY' ? window : this._element\n this._config = this._getConfig(config)\n this._offsets = []\n this._targets = []\n this._activeTarget = null\n this._scrollHeight = 0\n\n EventHandler.on(this._scrollElement, EVENT_SCROLL, () => this._process())\n\n this.refresh()\n this._process()\n }\n\n // Getters\n\n static get Default() {\n return Default\n }\n\n static get NAME() {\n return NAME\n }\n\n // Public\n\n refresh() {\n const autoMethod = this._scrollElement === this._scrollElement.window ?\n METHOD_OFFSET :\n METHOD_POSITION\n\n const offsetMethod = this._config.method === 'auto' ?\n autoMethod :\n this._config.method\n\n const offsetBase = offsetMethod === METHOD_POSITION ?\n this._getScrollTop() :\n 0\n\n this._offsets = []\n this._targets = []\n this._scrollHeight = this._getScrollHeight()\n\n const targets = SelectorEngine.find(SELECTOR_LINK_ITEMS, this._config.target)\n\n targets.map(element => {\n const targetSelector = getSelectorFromElement(element)\n const target = targetSelector ? SelectorEngine.findOne(targetSelector) : null\n\n if (target) {\n const targetBCR = target.getBoundingClientRect()\n if (targetBCR.width || targetBCR.height) {\n return [\n Manipulator[offsetMethod](target).top + offsetBase,\n targetSelector\n ]\n }\n }\n\n return null\n })\n .filter(item => item)\n .sort((a, b) => a[0] - b[0])\n .forEach(item => {\n this._offsets.push(item[0])\n this._targets.push(item[1])\n })\n }\n\n dispose() {\n EventHandler.off(this._scrollElement, EVENT_KEY)\n super.dispose()\n }\n\n // Private\n\n _getConfig(config) {\n config = {\n ...Default,\n ...Manipulator.getDataAttributes(this._element),\n ...(typeof config === 'object' && config ? config : {})\n }\n\n config.target = getElement(config.target) || document.documentElement\n\n typeCheckConfig(NAME, config, DefaultType)\n\n return config\n }\n\n _getScrollTop() {\n return this._scrollElement === window ?\n this._scrollElement.pageYOffset :\n this._scrollElement.scrollTop\n }\n\n _getScrollHeight() {\n return this._scrollElement.scrollHeight || Math.max(\n document.body.scrollHeight,\n document.documentElement.scrollHeight\n )\n }\n\n _getOffsetHeight() {\n return this._scrollElement === window ?\n window.innerHeight :\n this._scrollElement.getBoundingClientRect().height\n }\n\n _process() {\n const scrollTop = this._getScrollTop() + this._config.offset\n const scrollHeight = this._getScrollHeight()\n const maxScroll = this._config.offset + scrollHeight - this._getOffsetHeight()\n\n if (this._scrollHeight !== scrollHeight) {\n this.refresh()\n }\n\n if (scrollTop >= maxScroll) {\n const target = this._targets[this._targets.length - 1]\n\n if (this._activeTarget !== target) {\n this._activate(target)\n }\n\n return\n }\n\n if (this._activeTarget && scrollTop < this._offsets[0] && this._offsets[0] > 0) {\n this._activeTarget = null\n this._clear()\n return\n }\n\n for (let i = this._offsets.length; i--;) {\n const isActiveTarget = this._activeTarget !== this._targets[i] &&\n scrollTop >= this._offsets[i] &&\n (typeof this._offsets[i + 1] === 'undefined' || scrollTop < this._offsets[i + 1])\n\n if (isActiveTarget) {\n this._activate(this._targets[i])\n }\n }\n }\n\n _activate(target) {\n this._activeTarget = target\n\n this._clear()\n\n const queries = SELECTOR_LINK_ITEMS.split(',')\n .map(selector => `${selector}[data-bs-target=\"${target}\"],${selector}[href=\"${target}\"]`)\n\n const link = SelectorEngine.findOne(queries.join(','), this._config.target)\n\n link.classList.add(CLASS_NAME_ACTIVE)\n if (link.classList.contains(CLASS_NAME_DROPDOWN_ITEM)) {\n SelectorEngine.findOne(SELECTOR_DROPDOWN_TOGGLE, link.closest(SELECTOR_DROPDOWN))\n .classList.add(CLASS_NAME_ACTIVE)\n } else {\n SelectorEngine.parents(link, SELECTOR_NAV_LIST_GROUP)\n .forEach(listGroup => {\n // Set triggered links parents as active\n // With both