From 43390f4db1a9046285ddfa50e34faed41adf77bd Mon Sep 17 00:00:00 2001
From: GitHub Action <action@github.com>
Date: Tue, 5 Dec 2023 09:16:27 +0000
Subject: [PATCH] Built site for SpectraTutorials: 0.9.0@978a5cd

---
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index f7fc5a4..950f637 100644
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+++ b/404.html
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-<link href="https://jorainer.github.io/SpectraTutorials/deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet">
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+<link href="https://jorainer.github.io/SpectraTutorials/deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet">
+<script src="https://jorainer.github.io/SpectraTutorials/deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous">
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 <meta property="og:image" content="https://jorainer.github.io/SpectraTutorials/logo.png">
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-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.8.2</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.9.0</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/Abstract-EuroBioc2020.html b/Abstract-EuroBioc2020.html
index 50942fb..8ffe7a5 100644
--- a/Abstract-EuroBioc2020.html
+++ b/Abstract-EuroBioc2020.html
@@ -1,5 +1,5 @@
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     <a class="navbar-brand me-2" href="index.html">SpectraTutorials</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.8.2</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.9.0</small>
 
     
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diff --git a/Abstract-EuroBioc2022.html b/Abstract-EuroBioc2022.html
index 4948eb8..d076ec6 100644
--- a/Abstract-EuroBioc2022.html
+++ b/Abstract-EuroBioc2022.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><title>Abstract • SpectraTutorials</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="apple-touch-icon-60x60.png"><script src="deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="pkgdown.js"></script><meta property="og:title" content="Abstract"><meta property="og:image" content="https://jorainer.github.io/SpectraTutorials/logo.png"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><title>Abstract • SpectraTutorials</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="apple-touch-icon-60x60.png"><script src="deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="pkgdown.js"></script><meta property="og:title" content="Abstract"><meta property="og:image" content="https://jorainer.github.io/SpectraTutorials/logo.png"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="index.html">SpectraTutorials</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.8.2</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.9.0</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/Abstract-EuroBioc2023.html b/Abstract-EuroBioc2023.html
index fe4e6d6..45c6913 100644
--- a/Abstract-EuroBioc2023.html
+++ b/Abstract-EuroBioc2023.html
@@ -1,5 +1,5 @@
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-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><title>Spectra: an expandable infrastructure to handle mass spectrometry data • SpectraTutorials</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="apple-touch-icon-60x60.png"><script src="deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="pkgdown.js"></script><meta property="og:title" content="Spectra: an expandable infrastructure to handle mass spectrometry data"><meta property="og:image" content="https://jorainer.github.io/SpectraTutorials/logo.png"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="index.html">SpectraTutorials</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.8.2</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.9.0</small>
 
     
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delta 100
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delta 80
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delta 80
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delta 100
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delta 78
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delta 98
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GIT binary patch
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delta 100
zcmX@!%5=PyX+k9@rx2%wZZ6C6e;b>68$Asybqy^-3@oio&8$pJwG9lc3=E9+e7(%T
mz@S><8c~vxSdwa$o1c=IR>@#wU}UU|O@s48-~7oDP5A&gE*_cy

diff --git a/articles/Spectra-backends.html b/articles/Spectra-backends.html
index 78496dd..e090778 100644
--- a/articles/Spectra-backends.html
+++ b/articles/Spectra-backends.html
@@ -14,8 +14,8 @@
 <link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png">
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+<link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet">
+<script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous">
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 <meta property="og:description" content="SpectraTutorials">
@@ -33,7 +33,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">SpectraTutorials</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.8.2</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.9.0</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -96,7 +96,7 @@ <h4 data-toc-skip class="author">Johannes
 
     
     
-<p><strong>Last modified:</strong> 2023-09-18 09:50:20.916635<br><strong>Compiled</strong>: Mon Sep 18 09:56:58 2023</p>
+<p><strong>Last modified:</strong> 2023-12-05 09:09:17.874995<br><strong>Compiled</strong>: Tue Dec 5 09:13:59 2023</p>
 <div class="section level2">
 <h2 id="abstract">Abstract<a class="anchor" aria-label="anchor" href="#abstract"></a>
 </h2>
@@ -106,7 +106,7 @@ <h2 id="abstract">Abstract<a class="anchor" aria-label="anchor" href="#abstract"
 lead to ever growing data sizes and increased number of available
 variables making standard in-memory data handling and processing
 difficult.</p>
-<p>The <em><a href="https://bioconductor.org/packages/3.17/Spectra" class="external-link">Spectra</a></em>
+<p>The <em><a href="https://bioconductor.org/packages/3.18/Spectra" class="external-link">Spectra</a></em>
 package provides a modern infrastructure for MS data handling
 specifically designed to enable extension to additional data resources
 or alternative data representations. These can be realized by extending
@@ -452,11 +452,11 @@ <h3 id="creating-and-using-spectra-objects">Creating and using <code>Spectra</co
 <p><img src="Spectra-backends_files/figure-html/unnamed-chunk-13-1.png" width="700"></p>
 <p>Experimental MS data is generally (ideally) stored in files in mzML,
 mzXML or CDF format. These are open file formats that can be read by
-most software. In Bioconductor, the <em><a href="https://bioconductor.org/packages/3.17/mzR" class="external-link">mzR</a></em> package
+most software. In Bioconductor, the <em><a href="https://bioconductor.org/packages/3.18/mzR" class="external-link">mzR</a></em> package
 allows to read/write data in/to these formats. Also <em>Spectra</em>
 allows to represent data from such raw data files. To illustrate this we
 below create a <code>Spectra</code> object for from two mzML files that
-are provided in Bioconductor’s <em><a href="https://bioconductor.org/packages/3.17/msdata" class="external-link">msdata</a></em>
+are provided in Bioconductor’s <em><a href="https://bioconductor.org/packages/3.18/msdata" class="external-link">msdata</a></em>
 package.</p>
 <div class="sourceCode" id="cb33"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co">#' Import MS data from 2 mzML files.</span></span>
@@ -566,13 +566,13 @@ <h3 id="use-of-different-backends-with-spectra-why-and-how">Use of different <em
 <p>Examples:</p>
 <ul>
 <li>
-<code>MsBackendMgf</code> (defined in <em><a href="https://bioconductor.org/packages/3.17/MsBackendMgf" class="external-link">MsBackendMgf</a></em>)
+<code>MsBackendMgf</code> (defined in <em><a href="https://bioconductor.org/packages/3.18/MsBackendMgf" class="external-link">MsBackendMgf</a></em>)
 adds support for MS files in MGF file format.</li>
 <li>
-<code>MsBackendMsp</code> (defined in <em><a href="https://bioconductor.org/packages/3.17/MsBackendMsp" class="external-link">MsBackendMsp</a></em>
+<code>MsBackendMsp</code> (defined in <em><a href="https://bioconductor.org/packages/3.18/MsBackendMsp" class="external-link">MsBackendMsp</a></em>
 adds support for MSP files.</li>
 <li>
-<code>MsBackendRawFileReader</code> (defined in <em><a href="https://bioconductor.org/packages/3.17/MsBackendRawFileReader" class="external-link">MsBackendRawFileReader</a></em>)
+<code>MsBackendRawFileReader</code> (defined in <em><a href="https://bioconductor.org/packages/3.18/MsBackendRawFileReader" class="external-link">MsBackendRawFileReader</a></em>)
 adds support for MS data files in Thermo Fisher Scientific’s raw data
 file format.</li>
 </ul>
@@ -591,18 +591,18 @@ <h3 id="use-of-different-backends-with-spectra-why-and-how">Use of different <em
 <p>Examples:</p>
 <ul>
 <li>
-<code>MsBackendMemory</code> (defined in <em><a href="https://bioconductor.org/packages/3.17/Spectra" class="external-link">Spectra</a></em>):
+<code>MsBackendMemory</code> (defined in <em><a href="https://bioconductor.org/packages/3.18/Spectra" class="external-link">Spectra</a></em>):
 keeps all the MS data in memory and is optimized for a fast and
 efficient access to the peaks data matrices (i.e., the <em>m/z</em> and
 intensity values of the spectra).</li>
 <li>
-<code>MsBackendMzR</code> (defined in <em><a href="https://bioconductor.org/packages/3.17/Spectra" class="external-link">Spectra</a></em>):
+<code>MsBackendMzR</code> (defined in <em><a href="https://bioconductor.org/packages/3.18/Spectra" class="external-link">Spectra</a></em>):
 keeps only spectra variables in memory and retrieves the peaks data
 on-the-fly from the original data files upon request. This guarantees a
 lower memory footprint and enables also analysis of large MS
 experiments.</li>
 <li>
-<code>MsBackendSql</code> (defined in the <em><a href="https://bioconductor.org/packages/3.17/MsBackendSql" class="external-link">MsBackendSql</a></em>
+<code>MsBackendSql</code> (defined in the <em><a href="https://bioconductor.org/packages/3.18/MsBackendSql" class="external-link">MsBackendSql</a></em>
 package): all MS data is stored in a SQL database. Has minimal memory
 requirements but any data (whether spectra or peaks variables) need to
 be retrieved from the database. Depending on the SQL database system
@@ -618,7 +618,7 @@ <h3 id="use-of-different-backends-with-spectra-why-and-how">Use of different <em
 <p>With the call above we loaded all MS data from the original data
 files into memory. As a third option we next store the full MS data into
 a SQL database by using/changing to a <code>MsBackendOfflineSql</code>
-backend defined by the <em><a href="https://bioconductor.org/packages/3.17/MsBackendSql" class="external-link">MsBackendSql</a></em>
+backend defined by the <em><a href="https://bioconductor.org/packages/3.18/MsBackendSql" class="external-link">MsBackendSql</a></em>
 package.</p>
 <p>For the <code>setBackend</code> call we need to provide the
 connection information for the database that should contain the data.
@@ -636,10 +636,8 @@ <h3 id="use-of-different-backends-with-spectra-why-and-how">Use of different <em
 support parallel data import.</p>
 <div class="sourceCode" id="cb46"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co">#' Change the backend to a SQL representation of the data.</span></span>
-<span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://github.com/RforMassSpectrometry/MsBackendSql" class="external-link">MsBackendSql</a></span><span class="op">)</span></span></code></pre></div>
-<pre><code><span><span class="co">## Warning: multiple methods tables found for 'uniqueMsLevels'</span></span></code></pre>
-<div class="sourceCode" id="cb48"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://rsqlite.r-dbi.org" class="external-link">RSQLite</a></span><span class="op">)</span></span>
+<span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://github.com/RforMassSpectrometry/MsBackendSql" class="external-link">MsBackendSql</a></span><span class="op">)</span></span>
+<span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://rsqlite.r-dbi.org" class="external-link">RSQLite</a></span><span class="op">)</span></span>
 <span><span class="va">s_db</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/pkg/Spectra/man/hidden_aliases.html" class="external-link">setBackend</a></span><span class="op">(</span><span class="va">s_mzr</span>, <span class="fu"><a href="https://rdrr.io/pkg/MsBackendSql/man/MsBackendOfflineSql.html" class="external-link">MsBackendOfflineSql</a></span><span class="op">(</span><span class="op">)</span>, drv <span class="op">=</span> <span class="fu"><a href="https://rsqlite.r-dbi.org/reference/SQLite.html" class="external-link">SQLite</a></span><span class="op">(</span><span class="op">)</span>,</span>
 <span>                   dbname <span class="op">=</span> <span class="st">"ms_backend_sql_test.sqlite"</span>,</span>
 <span>                   BPPARAM <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/pkg/BiocParallel/man/SerialParam-class.html" class="external-link">SerialParam</a></span><span class="op">(</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
@@ -651,14 +649,14 @@ <h3 id="use-of-different-backends-with-spectra-why-and-how">Use of different <em
 <p>We have now 3 <code>Spectra</code> objects representing the same MS
 data, but using different backends. As a first comparison we evaluate
 their size in memory:</p>
-<div class="sourceCode" id="cb49"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb47"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co">#' Compare memory footprint.</span></span>
 <span><span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/utils/object.size.html" class="external-link">object.size</a></span><span class="op">(</span><span class="va">s_mem</span><span class="op">)</span>, units <span class="op">=</span> <span class="st">"MB"</span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">## 53.2 Mb</span></span></code></pre>
-<div class="sourceCode" id="cb51"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb49"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/utils/object.size.html" class="external-link">object.size</a></span><span class="op">(</span><span class="va">s_mzr</span><span class="op">)</span>, units <span class="op">=</span> <span class="st">"MB"</span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">## 0.4 Mb</span></span></code></pre>
-<div class="sourceCode" id="cb53"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb51"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/utils/object.size.html" class="external-link">object.size</a></span><span class="op">(</span><span class="va">s_db</span><span class="op">)</span>, units <span class="op">=</span> <span class="st">"MB"</span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">## 0.1 Mb</span></span></code></pre>
 <p>As expected, the size of the <code>Spectra</code> object with the
@@ -672,7 +670,7 @@ <h3 id="use-of-different-backends-with-spectra-why-and-how">Use of different <em
 function. With <code>register(SerialParam())</code> we globally disable
 parallel processing for <em>Spectra</em> to ensure the results to be
 independent that.</p>
-<div class="sourceCode" id="cb55"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb53"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co">#' Compare performance to extract the retention times.</span></span>
 <span><span class="fu"><a href="https://rdrr.io/pkg/BiocParallel/man/register.html" class="external-link">register</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/pkg/BiocParallel/man/SerialParam-class.html" class="external-link">SerialParam</a></span><span class="op">(</span><span class="op">)</span><span class="op">)</span></span>
 <span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://github.com/joshuaulrich/microbenchmark/" class="external-link">microbenchmark</a></span><span class="op">)</span></span>
@@ -683,10 +681,10 @@ <h3 id="use-of-different-backends-with-spectra-why-and-how">Use of different <em
 <span>    times <span class="op">=</span> <span class="fl">13</span></span>
 <span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">## Unit: microseconds</span></span>
-<span><span class="co">##          expr     min      lq        mean  median      uq     max neval</span></span>
-<span><span class="co">##  rtime(s_mem)    17.7    35.7    37.29231    36.6    42.4    56.4    13</span></span>
-<span><span class="co">##  rtime(s_mzr)   647.7   698.4   734.75385   702.1   726.2  1135.7    13</span></span>
-<span><span class="co">##   rtime(s_db) 10995.3 11662.9 13865.56923 11760.8 11996.0 39677.0    13</span></span></code></pre>
+<span><span class="co">##          expr      min       lq       mean   median       uq       max neval</span></span>
+<span><span class="co">##  rtime(s_mem)   12.292   13.395   19.64815   19.877   26.169    31.269    13</span></span>
+<span><span class="co">##  rtime(s_mzr)  385.288  407.640  451.69762  419.863  445.912   836.380    13</span></span>
+<span><span class="co">##   rtime(s_db) 6983.250 7037.401 8782.54131 7179.236 7268.913 27920.037    13</span></span></code></pre>
 <p>Highest performance can be seen for the <code>Spectra</code> object
 with the <code>MsBackendMemory</code> backend, followed by the
 <code>Spectra</code> object with the <code>MsBackendMzR</code> backend,
@@ -699,7 +697,7 @@ <h3 id="use-of-different-backends-with-spectra-why-and-how">Use of different <em
 <p>We next also evaluate the performance to extract peaks data, i.e. the
 individual <em>m/z</em> and intensity values for all spectra in the two
 files.</p>
-<div class="sourceCode" id="cb57"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb55"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co">#' Compare performance to extract the peaks data.</span></span>
 <span><span class="fu"><a href="https://rdrr.io/pkg/microbenchmark/man/microbenchmark.html" class="external-link">microbenchmark</a></span><span class="op">(</span></span>
 <span>    <span class="fu"><a href="https://rdrr.io/pkg/Spectra/man/hidden_aliases.html" class="external-link">peaksData</a></span><span class="op">(</span><span class="va">s_mem</span><span class="op">)</span>,</span>
@@ -708,14 +706,14 @@ <h3 id="use-of-different-backends-with-spectra-why-and-how">Use of different <em
 <span>    times <span class="op">=</span> <span class="fl">7</span></span>
 <span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">## Unit: microseconds</span></span>
-<span><span class="co">##              expr      min       lq       mean   median       uq       max</span></span>
-<span><span class="co">##  peaksData(s_mem)    982.6   1107.9   1271.671   1324.8   1355.3    1667.9</span></span>
-<span><span class="co">##  peaksData(s_mzr) 731187.8 751334.0 802836.414 774850.4 802861.8 1005425.0</span></span>
-<span><span class="co">##   peaksData(s_db) 154324.8 156781.6 306563.114 174647.2 406203.2  691000.2</span></span>
-<span><span class="co">##  neval</span></span>
-<span><span class="co">##      7</span></span>
-<span><span class="co">##      7</span></span>
-<span><span class="co">##      7</span></span></code></pre>
+<span><span class="co">##              expr        min          lq        mean     median          uq</span></span>
+<span><span class="co">##  peaksData(s_mem)    380.319    485.0095    704.9917    780.716    806.9495</span></span>
+<span><span class="co">##  peaksData(s_mzr) 487238.872 492587.2645 524201.2064 496422.977 500894.0630</span></span>
+<span><span class="co">##   peaksData(s_db)  89571.778  97788.3475 185583.6216 102420.344 210867.2850</span></span>
+<span><span class="co">##         max neval</span></span>
+<span><span class="co">##    1189.989     7</span></span>
+<span><span class="co">##  698783.941     7</span></span>
+<span><span class="co">##  489781.964     7</span></span></code></pre>
 <p>The <code>MsBackendMemory</code> outperforms the two other backends
 also in this comparison. Both the <code>MsBackendMzR</code> and
 <code>MsBackendOfflineSql</code> need to import this data, the
@@ -724,7 +722,7 @@ <h3 id="use-of-different-backends-with-spectra-why-and-how">Use of different <em
 present data is more efficient).</p>
 <p>At last we evaluate the performance to subset any of the 3
 <code>Spectra</code> objects to 10 random spectra.</p>
-<div class="sourceCode" id="cb59"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb57"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co">#' Compare performance to subset the Spectra.</span></span>
 <span><span class="va">idx</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/sample.html" class="external-link">sample</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/seq.html" class="external-link">seq_along</a></span><span class="op">(</span><span class="va">s_mem</span><span class="op">)</span>, <span class="fl">10</span><span class="op">)</span></span>
 <span><span class="fu"><a href="https://rdrr.io/pkg/microbenchmark/man/microbenchmark.html" class="external-link">microbenchmark</a></span><span class="op">(</span></span>
@@ -733,10 +731,10 @@ <h3 id="use-of-different-backends-with-spectra-why-and-how">Use of different <em
 <span>    <span class="va">s_db</span><span class="op">[</span><span class="va">idx</span><span class="op">]</span></span>
 <span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">## Unit: microseconds</span></span>
-<span><span class="co">##        expr   min      lq     mean  median      uq    max neval</span></span>
-<span><span class="co">##  s_mem[idx] 222.8  319.70  342.586  348.05  375.65  412.2   100</span></span>
-<span><span class="co">##  s_mzr[idx] 841.0 1015.55 1060.921 1066.10 1105.65 1562.1   100</span></span>
-<span><span class="co">##   s_db[idx] 164.9  221.90  264.170  256.30  272.90 1998.6   100</span></span></code></pre>
+<span><span class="co">##        expr     min       lq     mean  median       uq      max neval</span></span>
+<span><span class="co">##  s_mem[idx] 230.711 238.1690 246.4851 245.468 251.5495  314.927   100</span></span>
+<span><span class="co">##  s_mzr[idx] 642.047 664.8100 683.6366 676.962 690.1570 1084.352   100</span></span>
+<span><span class="co">##   s_db[idx] 133.279 141.9445 163.7531 147.515 153.4465 1633.125   100</span></span></code></pre>
 <p>Here, the <code>MsBackendOfflineSql</code> has a clear advantage over
 the two other backends, because it only needs to subset the integer
 vector of primary keys (the only data it keeps in memory), while the
@@ -771,8 +769,8 @@ <h3 id="data-manipulation-and-the-lazy-evaluation-queue">Data manipulation and t
 manipulation of <em>m/z</em> or intensity values to be directly written
 back to these original data files. Also other backends, specifically
 those that provide access to spectral reference databases (such as the
-<code>MsBackendMassbankSql</code> from the <em><a href="https://bioconductor.org/packages/3.17/MsBackendMassbank" class="external-link">MsBackendMassbank</a></em>
-package or the <code>MsBackendCompDb</code> from the <em><a href="https://bioconductor.org/packages/3.17/CompoundDb" class="external-link">CompoundDb</a></em>
+<code>MsBackendMassbankSql</code> from the <em><a href="https://bioconductor.org/packages/3.18/MsBackendMassbank" class="external-link">MsBackendMassbank</a></em>
+package or the <code>MsBackendCompDb</code> from the <em><a href="https://bioconductor.org/packages/3.18/CompoundDb" class="external-link">CompoundDb</a></em>
 package), are not supposed to allow any changes to the information
 stored in these databases.</p>
 <p>Data manipulations are however an integral part of any data analysis
@@ -782,14 +780,14 @@ <h3 id="data-manipulation-and-the-lazy-evaluation-queue">Data manipulation and t
 adding, changing, or deleting spectra variables. To illustrate this we
 below add a new spectra variable <code>"new_variable"</code> to each of
 our 3 <code>Spectra</code> objects.</p>
-<div class="sourceCode" id="cb61"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb59"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co">#' Assign new spectra variables.</span></span>
 <span><span class="va">s_mem</span><span class="op">$</span><span class="va">new_variable</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/seq.html" class="external-link">seq_along</a></span><span class="op">(</span><span class="va">s_mem</span><span class="op">)</span></span>
 <span><span class="va">s_mzr</span><span class="op">$</span><span class="va">new_variable</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/seq.html" class="external-link">seq_along</a></span><span class="op">(</span><span class="va">s_mem</span><span class="op">)</span></span>
 <span><span class="va">s_db</span><span class="op">$</span><span class="va">new_variable</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/seq.html" class="external-link">seq_along</a></span><span class="op">(</span><span class="va">s_mem</span><span class="op">)</span></span></code></pre></div>
 <p>A new spectra variable was now added to each of the 3
 <code>Spectra</code> objects:</p>
-<div class="sourceCode" id="cb62"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb60"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co">#' Show spectra variables for one of the Spectra</span></span>
 <span><span class="fu"><a href="https://rdrr.io/pkg/ProtGenerics/man/protgenerics.html" class="external-link">spectraVariables</a></span><span class="op">(</span><span class="va">s_mzr</span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">##  [1] "msLevel"                  "rtime"                   </span></span>
@@ -816,7 +814,7 @@ <h3 id="data-manipulation-and-the-lazy-evaluation-queue">Data manipulation and t
 <p><strong>Warning</strong>: <strong>NEVER</strong> access or manipulate
 any of the slots of a backend class directly like below as this can
 easily result in data corruption.</p>
-<div class="sourceCode" id="cb64"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb62"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co">#' Direct access to the backend's data.</span></span>
 <span><span class="va">s_mem</span><span class="op">@</span><span class="va">backend</span><span class="op">@</span><span class="va">spectraData</span> <span class="op">|&gt;</span> <span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">##   msLevel rtime acquisitionNum scanIndex dataStorage</span></span>
@@ -890,7 +888,7 @@ <h3 id="data-manipulation-and-the-lazy-evaluation-queue">Data manipulation and t
 <code>MsBackendMzR</code> explains most of the performance differences
 to subset or access spectra variables we’ve seen between this backend
 and the <code>MsBackendMemory</code> above.</p>
-<div class="sourceCode" id="cb66"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb64"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="va">s_mzr</span><span class="op">@</span><span class="va">backend</span><span class="op">@</span><span class="va">spectraData</span></span></code></pre></div>
 <pre><code><span><span class="co">## DataFrame with 1862 rows and 26 columns</span></span>
 <span><span class="co">##      scanIndex acquisitionNum   msLevel  polarity peaksCount totIonCurrent</span></span>
@@ -981,7 +979,7 @@ <h3 id="data-manipulation-and-the-lazy-evaluation-queue">Data manipulation and t
 existing spectra variable are changed, this spectra variable,
 respectively its values, are stored (as a new column) in the caching
 data frame:</p>
-<div class="sourceCode" id="cb68"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb66"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="va">s_db</span><span class="op">@</span><span class="va">backend</span><span class="op">@</span><span class="va">localData</span> <span class="op">|&gt;</span> <span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">##   new_variable</span></span>
 <span><span class="co">## 1            1</span></span>
@@ -1000,23 +998,23 @@ <h3 id="data-manipulation-and-the-lazy-evaluation-queue">Data manipulation and t
 the following situation: imagine we create a copy of our
 <code>s_db</code> variable and change the retention times in that
 variable:</p>
-<div class="sourceCode" id="cb70"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb68"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co">#' Change values in a copy of the variable</span></span>
 <span><span class="va">s_db2</span> <span class="op">&lt;-</span> <span class="va">s_db</span></span>
 <span><span class="fu"><a href="https://rdrr.io/pkg/ProtGenerics/man/protgenerics.html" class="external-link">rtime</a></span><span class="op">(</span><span class="va">s_db2</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/pkg/ProtGenerics/man/protgenerics.html" class="external-link">rtime</a></span><span class="op">(</span><span class="va">s_db2</span><span class="op">)</span> <span class="op">+</span> <span class="fl">10</span></span></code></pre></div>
 <p>Writing these changes back to the database would also change the
 retention time values in the original <code>s_db</code> variable and
 that is for obvious reasons not desired.</p>
-<div class="sourceCode" id="cb71"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb69"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co">#' Retention times of original copy should NOT change</span></span>
 <span><span class="fu"><a href="https://rdrr.io/pkg/ProtGenerics/man/protgenerics.html" class="external-link">rtime</a></span><span class="op">(</span><span class="va">s_db</span><span class="op">)</span> <span class="op">|&gt;</span> <span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">## [1] 0.280 0.559 0.838 1.117 1.396 1.675</span></span></code></pre>
-<div class="sourceCode" id="cb73"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb71"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/pkg/ProtGenerics/man/protgenerics.html" class="external-link">rtime</a></span><span class="op">(</span><span class="va">s_db2</span><span class="op">)</span> <span class="op">|&gt;</span> <span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">## [1] 10.280 10.559 10.838 11.117 11.396 11.675</span></span></code></pre>
 <p>Note that this can also be used for <code>MsBackendOfflineSql</code>
 backends to cache spectra variables in memory for faster access.</p>
-<div class="sourceCode" id="cb75"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb73"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="va">s_db2</span> <span class="op">&lt;-</span> <span class="va">s_db</span></span>
 <span></span>
 <span><span class="co">#' Cache an existing spectra variable in memory</span></span>
@@ -1028,9 +1026,9 @@ <h3 id="data-manipulation-and-the-lazy-evaluation-queue">Data manipulation and t
 <span>    times <span class="op">=</span> <span class="fl">17</span></span>
 <span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">## Unit: milliseconds</span></span>
-<span><span class="co">##          expr     min      lq      mean  median      uq     max neval</span></span>
-<span><span class="co">##   rtime(s_db) 10.8206 10.8940 11.295976 11.1121 11.4493 13.4719    17</span></span>
-<span><span class="co">##  rtime(s_db2)  4.1912  4.6522  4.721118  4.6891  4.8714  5.1092    17</span></span></code></pre>
+<span><span class="co">##          expr      min       lq     mean   median       uq      max neval</span></span>
+<span><span class="co">##   rtime(s_db) 6.867144 6.935762 7.046637 6.957643 7.034997 8.032556    17</span></span>
+<span><span class="co">##  rtime(s_db2) 2.967924 3.004833 3.158521 3.054445 3.088198 4.590840    17</span></span></code></pre>
 <p><em>Note</em>: the <code>MsBackendCached</code> class from the
 <em>Spectra</em> package provides the internal
 <code>data.frame</code>-based caching mechanism described above. The
@@ -1049,7 +1047,7 @@ <h3 id="data-manipulation-and-the-lazy-evaluation-queue">Data manipulation and t
 of the spectra). As a simple example we remove below all mass peaks with
 an intensity below 100 from the data set and compare the number of peaks
 per spectra before and after that operation.</p>
-<div class="sourceCode" id="cb77"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb75"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co">#' Remove all peaks with an intensity below 100</span></span>
 <span><span class="va">s_mem</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/pkg/ProtGenerics/man/protgenerics.html" class="external-link">filterIntensity</a></span><span class="op">(</span><span class="va">s_mem</span>, intensity <span class="op">=</span> <span class="fl">100</span><span class="op">)</span></span>
 <span></span>
@@ -1059,7 +1057,7 @@ <h3 id="data-manipulation-and-the-lazy-evaluation-queue">Data manipulation and t
 <p><img src="Spectra-backends_files/figure-html/unnamed-chunk-34-1.png" width="700"></p>
 <p>This operation did reduce the number of peaks considerably. We repeat
 this operation now also for the two other backends.</p>
-<div class="sourceCode" id="cb78"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb76"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co">#' Repeast filtering for the two other Spectra objects.</span></span>
 <span><span class="va">s_mzr</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/pkg/ProtGenerics/man/protgenerics.html" class="external-link">filterIntensity</a></span><span class="op">(</span><span class="va">s_mzr</span>, intensity <span class="op">=</span> <span class="fl">100</span><span class="op">)</span></span>
 <span><span class="va">s_db</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/pkg/ProtGenerics/man/protgenerics.html" class="external-link">filterIntensity</a></span><span class="op">(</span><span class="va">s_db</span>, intensity <span class="op">=</span> <span class="fl">100</span><span class="op">)</span></span></code></pre></div>
@@ -1067,14 +1065,14 @@ <h3 id="data-manipulation-and-the-lazy-evaluation-queue">Data manipulation and t
 they do not keep the peak data in memory and, as discussed before, we do
 not allow changes to the data file (or the database) containing the
 original data.</p>
-<div class="sourceCode" id="cb79"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb77"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co">#' Evaluate that subsetting worked for all.</span></span>
 <span><span class="fu"><a href="https://rdrr.io/r/stats/median.html" class="external-link">median</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/lengths.html" class="external-link">lengths</a></span><span class="op">(</span><span class="va">s_mem</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">## [1] 433</span></span></code></pre>
-<div class="sourceCode" id="cb81"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb79"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/stats/median.html" class="external-link">median</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/lengths.html" class="external-link">lengths</a></span><span class="op">(</span><span class="va">s_mzr</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">## [1] 433</span></span></code></pre>
-<div class="sourceCode" id="cb83"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb81"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/stats/median.html" class="external-link">median</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/lengths.html" class="external-link">lengths</a></span><span class="op">(</span><span class="va">s_db</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">## [1] 433</span></span></code></pre>
 <p>The caching mechanisms described above work well for spectra
@@ -1096,7 +1094,7 @@ <h3 id="data-manipulation-and-the-lazy-evaluation-queue">Data manipulation and t
 added to this processig queue. The function along with all possibly
 defined parameters was added as a <code>ProcessingStep</code>
 object:</p>
-<div class="sourceCode" id="cb85"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb83"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co">#' Show the processing queue.</span></span>
 <span><span class="va">s_db</span><span class="op">@</span><span class="va">processingQueue</span></span></code></pre></div>
 <pre><code><span><span class="co">## [[1]]</span></span>
@@ -1108,7 +1106,7 @@ <h3 id="data-manipulation-and-the-lazy-evaluation-queue">Data manipulation and t
 <p>Again, it is not advisable to directly access any of the internal
 slots of a <code>Spectra</code> object! The function could be accessed
 with:</p>
-<div class="sourceCode" id="cb87"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb85"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co">#' Access a processing step's function</span></span>
 <span><span class="va">s_db</span><span class="op">@</span><span class="va">processingQueue</span><span class="op">[[</span><span class="fl">1L</span><span class="op">]</span><span class="op">]</span><span class="op">@</span><span class="va">FUN</span></span></code></pre></div>
 <pre><code><span><span class="co">## function (x, spectrumMsLevel, intensity = c(0, Inf), msLevel = spectrumMsLevel, </span></span>
@@ -1118,10 +1116,10 @@ <h3 id="data-manipulation-and-the-lazy-evaluation-queue">Data manipulation and t
 <span><span class="co">##         return(x)</span></span>
 <span><span class="co">##     x[which(between(x[, "intensity"], intensity)), , drop = FALSE]</span></span>
 <span><span class="co">## }</span></span>
-<span><span class="co">## &lt;bytecode: 0x55d83f447d48&gt;</span></span>
+<span><span class="co">## &lt;bytecode: 0x55a2b582b590&gt;</span></span>
 <span><span class="co">## &lt;environment: namespace:Spectra&gt;</span></span></code></pre>
 <p>and all of its parameters with:</p>
-<div class="sourceCode" id="cb89"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb87"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co">#' Access the parameters for that function</span></span>
 <span><span class="va">s_db</span><span class="op">@</span><span class="va">processingQueue</span><span class="op">[[</span><span class="fl">1L</span><span class="op">]</span><span class="op">]</span><span class="op">@</span><span class="va">ARGS</span></span></code></pre></div>
 <pre><code><span><span class="co">## $intensity</span></span>
@@ -1135,7 +1133,7 @@ <h3 id="data-manipulation-and-the-lazy-evaluation-queue">Data manipulation and t
 data from the backend, check its own processing queue and, if that is
 not empty, apply each of the contained cached processing steps to the
 peaks data before returning it to the user.</p>
-<div class="sourceCode" id="cb91"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb89"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co">#' Access intensity values and extract those of the 1st spectrum.</span></span>
 <span><span class="fu"><a href="https://rdrr.io/pkg/ProtGenerics/man/protgenerics.html" class="external-link">intensity</a></span><span class="op">(</span><span class="va">s_db</span><span class="op">)</span><span class="op">[[</span><span class="fl">1L</span><span class="op">]</span><span class="op">]</span></span></code></pre></div>
 <pre><code><span><span class="co">##   [1]    412    412    412    412    412    412    412    412    412   1237</span></span>
@@ -1167,7 +1165,7 @@ <h3 id="data-manipulation-and-the-lazy-evaluation-queue">Data manipulation and t
 data manipulations need only to be applied to the requested data subset,
 and not the full data. This can have a positive impact on overall
 performance:</p>
-<div class="sourceCode" id="cb93"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb91"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co">#' Compare applying the processing queue to either 10 spectra or the</span></span>
 <span><span class="co">#' full set of spectra.</span></span>
 <span><span class="fu"><a href="https://rdrr.io/pkg/microbenchmark/man/microbenchmark.html" class="external-link">microbenchmark</a></span><span class="op">(</span></span>
@@ -1175,12 +1173,12 @@ <h3 id="data-manipulation-and-the-lazy-evaluation-queue">Data manipulation and t
 <span>    <span class="fu"><a href="https://rdrr.io/pkg/ProtGenerics/man/protgenerics.html" class="external-link">intensity</a></span><span class="op">(</span><span class="va">s_mem</span><span class="op">)</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">10</span><span class="op">]</span>,</span>
 <span>    times <span class="op">=</span> <span class="fl">7</span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">## Unit: milliseconds</span></span>
-<span><span class="co">##                    expr      min       lq       mean   median       uq      max</span></span>
-<span><span class="co">##  intensity(s_mem[1:10])   5.0918   5.5468   5.726457   5.6146   5.7428   6.7996</span></span>
-<span><span class="co">##  intensity(s_mem)[1:10] 135.9978 138.7617 144.616486 144.3034 149.1025 156.2860</span></span>
-<span><span class="co">##  neval</span></span>
-<span><span class="co">##      7</span></span>
-<span><span class="co">##      7</span></span></code></pre>
+<span><span class="co">##                    expr       min        lq       mean     median         uq</span></span>
+<span><span class="co">##  intensity(s_mem[1:10])  3.542345  3.699177   3.906552   3.882108   3.977156</span></span>
+<span><span class="co">##  intensity(s_mem)[1:10] 99.563948 99.721442 103.931024 100.194454 108.821023</span></span>
+<span><span class="co">##         max neval</span></span>
+<span><span class="co">##    4.568749     7</span></span>
+<span><span class="co">##  110.673833     7</span></span></code></pre>
 <p>Next to the number of common peaks data manipulation methods that are
 already implemented for <code>Spectra</code>, and that all make use of
 this processing queue, there is also the <code>addProcessing</code>
@@ -1195,7 +1193,7 @@ <h3 id="data-manipulation-and-the-lazy-evaluation-queue">Data manipulation and t
 level, are by default passed along to the function (see also the
 <code>addProcessing</code> documentation entry in <code><a href="https://rdrr.io/pkg/Spectra/man/Spectra.html" class="external-link">?Spectra</a></code>
 for more information and more advanced examples).</p>
-<div class="sourceCode" id="cb95"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb93"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co">#' Define a function that scales intensities</span></span>
 <span><span class="va">scale_sum</span> <span class="op">&lt;-</span> <span class="kw">function</span><span class="op">(</span><span class="va">x</span>, <span class="va">...</span><span class="op">)</span> <span class="op">{</span></span>
 <span>    <span class="va">x</span><span class="op">[</span>, <span class="st">"intensity"</span><span class="op">]</span> <span class="op">&lt;-</span> <span class="va">x</span><span class="op">[</span>, <span class="st">"intensity"</span><span class="op">]</span> <span class="op">/</span> <span class="fu"><a href="https://rdrr.io/r/base/sum.html" class="external-link">sum</a></span><span class="op">(</span><span class="va">x</span><span class="op">[</span>, <span class="st">"intensity"</span><span class="op">]</span>, na.rm <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span>
@@ -1208,13 +1206,13 @@ <h3 id="data-manipulation-and-the-lazy-evaluation-queue">Data manipulation and t
 <span><span class="va">s_db</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/pkg/ProtGenerics/man/protgenerics.html" class="external-link">addProcessing</a></span><span class="op">(</span><span class="va">s_db</span>, <span class="va">scale_sum</span><span class="op">)</span></span></code></pre></div>
 <p>As a validation we calculate the sum of intensities for the first 6
 spectra.</p>
-<div class="sourceCode" id="cb96"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb94"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/sum.html" class="external-link">sum</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/pkg/ProtGenerics/man/protgenerics.html" class="external-link">intensity</a></span><span class="op">(</span><span class="va">s_mem</span><span class="op">)</span><span class="op">)</span> <span class="op">|&gt;</span> <span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">## [1] 1 1 1 1 1 1</span></span></code></pre>
-<div class="sourceCode" id="cb98"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb96"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/sum.html" class="external-link">sum</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/pkg/ProtGenerics/man/protgenerics.html" class="external-link">intensity</a></span><span class="op">(</span><span class="va">s_mzr</span><span class="op">)</span><span class="op">)</span> <span class="op">|&gt;</span> <span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">## [1] 1 1 1 1 1 1</span></span></code></pre>
-<div class="sourceCode" id="cb100"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb98"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/sum.html" class="external-link">sum</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/pkg/ProtGenerics/man/protgenerics.html" class="external-link">intensity</a></span><span class="op">(</span><span class="va">s_db</span><span class="op">)</span><span class="op">)</span> <span class="op">|&gt;</span> <span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">## [1] 1 1 1 1 1 1</span></span></code></pre>
 <p>All intensities were thus scaled to a total intensity sum per spectra
@@ -1226,12 +1224,12 @@ <h3 id="data-manipulation-and-the-lazy-evaluation-queue">Data manipulation and t
 manipulations. A simple <code>reset</code> call on a
 <code>Spectra</code> object will restore the data in the object to its
 initial state (in fact it simply clears the processing queue).</p>
-<div class="sourceCode" id="cb102"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb100"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co">#' Restore the Spectra object to its initial state.</span></span>
 <span><span class="va">s_db</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/pkg/Spectra/man/hidden_aliases.html" class="external-link">reset</a></span><span class="op">(</span><span class="va">s_db</span><span class="op">)</span></span>
 <span><span class="fu"><a href="https://rdrr.io/r/stats/median.html" class="external-link">median</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/lengths.html" class="external-link">lengths</a></span><span class="op">(</span><span class="va">s_db</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">## [1] 1547</span></span></code></pre>
-<div class="sourceCode" id="cb104"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb102"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/sum.html" class="external-link">sum</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/pkg/ProtGenerics/man/protgenerics.html" class="external-link">intensity</a></span><span class="op">(</span><span class="va">s_db</span><span class="op">)</span><span class="op">)</span> <span class="op">|&gt;</span> <span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">## [1]  898185 1037012 1094971 1135015 1106233 1181489</span></span></code></pre>
 <p>Along with potential chaching mechanisms for spectra variables, this
@@ -1271,7 +1269,7 @@ <h3 id="implementing-your-own-msbackend">Implementing your own <code>MsBackend</
 <h3 id="final-words">Final words<a class="anchor" aria-label="anchor" href="#final-words"></a>
 </h3>
 <ul>
-<li>The <em><a href="https://bioconductor.org/packages/3.17/Spectra" class="external-link">Spectra</a></em>
+<li>The <em><a href="https://bioconductor.org/packages/3.18/Spectra" class="external-link">Spectra</a></em>
 package provides a powerful infrastructure to handle and process MS data
 in R:
 <ul>
diff --git a/articles/Spectra-matching-with-MetaboAnnotation.html b/articles/Spectra-matching-with-MetaboAnnotation.html
index b135f56..ffcb606 100644
--- a/articles/Spectra-matching-with-MetaboAnnotation.html
+++ b/articles/Spectra-matching-with-MetaboAnnotation.html
@@ -14,8 +14,8 @@
 <link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png">
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png">
 <script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
-<link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet">
-<script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous">
+<link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet">
+<script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous">
 <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous">
 <!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><meta property="og:title" content="MS/MS Spectra Matching with the `MetaboAnnotation` Package">
 <meta property="og:description" content="SpectraTutorials">
@@ -33,7 +33,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">SpectraTutorials</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.8.2</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.9.0</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -96,7 +96,7 @@ <h4 data-toc-skip class="author">Johannes
 
     
     
-<p><strong>Last modified:</strong> 2023-09-18 09:50:20.916635<br><strong>Compiled</strong>: Mon Sep 18 09:57:36 2023</p>
+<p><strong>Last modified:</strong> 2023-12-05 09:09:17.874995<br><strong>Compiled</strong>: Tue Dec 5 09:14:26 2023</p>
 <div class="section level2">
 <h2 id="overview">Overview<a class="anchor" aria-label="anchor" href="#overview"></a>
 </h2>
@@ -767,7 +767,7 @@ <h3 id="ms2-spectra-matching-in-an-xcms-workflow">MS2 spectra matching in an <co
 performed in MS1 while the MS2 data is used for identification of the
 features. Quantification of MS1 data requires a chromatographic peak
 detection step which can be performed using the functionality from the
-<em><a href="https://bioconductor.org/packages/3.17/xcms" class="external-link">xcms</a></em>
+<em><a href="https://bioconductor.org/packages/3.18/xcms" class="external-link">xcms</a></em>
 package. Below we load thus the <code>xcms</code> package and import the
 full MS data using the <code>readMSData</code> function.</p>
 <div class="sourceCode" id="cb22"><pre class="downlit sourceCode r">
@@ -780,7 +780,7 @@ <h3 id="ms2-spectra-matching-in-an-xcms-workflow">MS2 spectra matching in an <co
 <div class="sourceCode" id="cb23"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="va">cwp</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/pkg/xcms/man/findChromPeaks-centWave.html" class="external-link">CentWaveParam</a></span><span class="op">(</span>snthresh <span class="op">=</span> <span class="fl">5</span>, noise <span class="op">=</span> <span class="fl">100</span>, ppm <span class="op">=</span> <span class="fl">10</span>,</span>
 <span>                     peakwidth <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">3</span>, <span class="fl">30</span><span class="op">)</span><span class="op">)</span></span>
-<span><span class="va">pest_all</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/pkg/xcms/man/chromatographic-peak-detection.html" class="external-link">findChromPeaks</a></span><span class="op">(</span><span class="va">pest_all</span>, param <span class="op">=</span> <span class="va">cwp</span><span class="op">)</span></span></code></pre></div>
+<span><span class="va">pest_all</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/pkg/xcms/man/findChromPeaks.html" class="external-link">findChromPeaks</a></span><span class="op">(</span><span class="va">pest_all</span>, param <span class="op">=</span> <span class="va">cwp</span><span class="op">)</span></span></code></pre></div>
 <p>In total 99 chromatographic peaks have been identified. Below we
 display the first 6 of them.</p>
 <div class="sourceCode" id="cb24"><pre class="downlit sourceCode r">
@@ -1110,7 +1110,7 @@ <h2 id="session-information">Session information<a class="anchor" aria-label="an
 </h2>
 <div class="sourceCode" id="cb37"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/sessionInfo.html" class="external-link">sessionInfo</a></span><span class="op">(</span><span class="op">)</span></span></code></pre></div>
-<pre><code><span><span class="co">## R version 4.3.1 (2023-06-16)</span></span>
+<pre><code><span><span class="co">## R version 4.3.2 (2023-10-31)</span></span>
 <span><span class="co">## Platform: x86_64-pc-linux-gnu (64-bit)</span></span>
 <span><span class="co">## Running under: Ubuntu 22.04.3 LTS</span></span>
 <span><span class="co">## </span></span>
@@ -1134,82 +1134,85 @@ <h2 id="session-information">Session information<a class="anchor" aria-label="an
 <span><span class="co">## [8] base     </span></span>
 <span><span class="co">## </span></span>
 <span><span class="co">## other attached packages:</span></span>
-<span><span class="co">##  [1] xcms_3.22.0             MSnbase_2.26.0          mzR_2.34.1             </span></span>
-<span><span class="co">##  [4] Rcpp_1.0.11             Biobase_2.60.0          MetaboAnnotation_1.5.4 </span></span>
-<span><span class="co">##  [7] MsBackendMassbank_1.7.4 RMariaDB_1.2.2          pander_0.6.5           </span></span>
-<span><span class="co">## [10] Spectra_1.11.9          ProtGenerics_1.33.1     BiocParallel_1.34.2    </span></span>
-<span><span class="co">## [13] S4Vectors_0.38.1        BiocGenerics_0.46.0     BiocStyle_2.28.1       </span></span>
+<span><span class="co">##  [1] xcms_4.0.0               MSnbase_2.28.1           mzR_2.36.0              </span></span>
+<span><span class="co">##  [4] Rcpp_1.0.11              Biobase_2.62.0           MetaboAnnotation_1.6.1  </span></span>
+<span><span class="co">##  [7] MsBackendMassbank_1.11.1 RMariaDB_1.3.1           pander_0.6.5            </span></span>
+<span><span class="co">## [10] Spectra_1.12.0           ProtGenerics_1.34.0      BiocParallel_1.36.0     </span></span>
+<span><span class="co">## [13] S4Vectors_0.40.2         BiocGenerics_0.48.1      BiocStyle_2.30.0        </span></span>
 <span><span class="co">## </span></span>
 <span><span class="co">## loaded via a namespace (and not attached):</span></span>
-<span><span class="co">##   [1] RColorBrewer_1.1-3            jsonlite_1.8.7               </span></span>
-<span><span class="co">##   [3] MultiAssayExperiment_1.26.0   magrittr_2.0.3               </span></span>
-<span><span class="co">##   [5] MALDIquant_1.22.1             rmarkdown_2.25               </span></span>
-<span><span class="co">##   [7] fs_1.6.3                      zlibbioc_1.46.0              </span></span>
-<span><span class="co">##   [9] ragg_1.2.5                    vctrs_0.6.3                  </span></span>
-<span><span class="co">##  [11] multtest_2.56.0               memoise_2.0.1                </span></span>
-<span><span class="co">##  [13] RCurl_1.98-1.12               base64enc_0.1-3              </span></span>
-<span><span class="co">##  [15] htmltools_0.5.6               S4Arrays_1.0.6               </span></span>
-<span><span class="co">##  [17] AnnotationHub_3.8.0           curl_5.0.2                   </span></span>
-<span><span class="co">##  [19] mzID_1.38.0                   sass_0.4.7                   </span></span>
-<span><span class="co">##  [21] bslib_0.5.1                   htmlwidgets_1.6.2            </span></span>
-<span><span class="co">##  [23] desc_1.4.2                    plyr_1.8.8                   </span></span>
-<span><span class="co">##  [25] impute_1.74.1                 lubridate_1.9.2              </span></span>
-<span><span class="co">##  [27] cachem_1.0.8                  igraph_1.5.1                 </span></span>
-<span><span class="co">##  [29] iterators_1.0.14              mime_0.12                    </span></span>
-<span><span class="co">##  [31] lifecycle_1.0.3               pkgconfig_2.0.3              </span></span>
-<span><span class="co">##  [33] Matrix_1.6-1                  R6_2.5.1                     </span></span>
-<span><span class="co">##  [35] fastmap_1.1.1                 GenomeInfoDbData_1.2.10      </span></span>
-<span><span class="co">##  [37] MatrixGenerics_1.12.3         shiny_1.7.5                  </span></span>
-<span><span class="co">##  [39] clue_0.3-64                   digest_0.6.33                </span></span>
-<span><span class="co">##  [41] pcaMethods_1.92.0             rsvg_2.4.0                   </span></span>
-<span><span class="co">##  [43] colorspace_2.1-0              AnnotationDbi_1.62.2         </span></span>
-<span><span class="co">##  [45] rprojroot_2.0.3               textshaping_0.3.6            </span></span>
-<span><span class="co">##  [47] GenomicRanges_1.52.0          RSQLite_2.3.1                </span></span>
-<span><span class="co">##  [49] filelock_1.0.2                fansi_1.0.4                  </span></span>
-<span><span class="co">##  [51] timechange_0.2.0              httr_1.4.7                   </span></span>
-<span><span class="co">##  [53] abind_1.4-5                   compiler_4.3.1               </span></span>
-<span><span class="co">##  [55] doParallel_1.0.17             bit64_4.0.5                  </span></span>
-<span><span class="co">##  [57] DBI_1.1.3                     MASS_7.3-60                  </span></span>
-<span><span class="co">##  [59] ChemmineR_3.52.0              rappdirs_0.3.3               </span></span>
-<span><span class="co">##  [61] DelayedArray_0.26.7           rjson_0.2.21                 </span></span>
-<span><span class="co">##  [63] tools_4.3.1                   interactiveDisplayBase_1.38.0</span></span>
-<span><span class="co">##  [65] httpuv_1.6.11                 CompoundDb_1.3.3             </span></span>
-<span><span class="co">##  [67] glue_1.6.2                    QFeatures_1.10.0             </span></span>
-<span><span class="co">##  [69] promises_1.2.1                grid_4.3.1                   </span></span>
-<span><span class="co">##  [71] cluster_2.1.4                 generics_0.1.3               </span></span>
-<span><span class="co">##  [73] gtable_0.3.4                  preprocessCore_1.62.1        </span></span>
-<span><span class="co">##  [75] hms_1.1.3                     MetaboCoreUtils_1.8.0        </span></span>
-<span><span class="co">##  [77] xml2_1.3.5                    utf8_1.2.3                   </span></span>
-<span><span class="co">##  [79] XVector_0.40.0                RANN_2.6.1                   </span></span>
-<span><span class="co">##  [81] foreach_1.5.2                 BiocVersion_3.17.1           </span></span>
-<span><span class="co">##  [83] pillar_1.9.0                  stringr_1.5.0                </span></span>
-<span><span class="co">##  [85] limma_3.56.2                  later_1.3.1                  </span></span>
-<span><span class="co">##  [87] splines_4.3.1                 robustbase_0.99-0            </span></span>
-<span><span class="co">##  [89] dplyr_1.1.3                   BiocFileCache_2.8.0          </span></span>
-<span><span class="co">##  [91] lattice_0.21-8                survival_3.5-7               </span></span>
-<span><span class="co">##  [93] bit_4.0.5                     tidyselect_1.2.0             </span></span>
-<span><span class="co">##  [95] Biostrings_2.68.1             knitr_1.44                   </span></span>
-<span><span class="co">##  [97] gridExtra_2.3                 IRanges_2.34.1               </span></span>
-<span><span class="co">##  [99] SummarizedExperiment_1.30.2   xfun_0.40                    </span></span>
-<span><span class="co">## [101] matrixStats_1.0.0             DEoptimR_1.1-2               </span></span>
-<span><span class="co">## [103] DT_0.29                       stringi_1.7.12               </span></span>
-<span><span class="co">## [105] lazyeval_0.2.2                yaml_2.3.7                   </span></span>
-<span><span class="co">## [107] evaluate_0.21                 codetools_0.2-19             </span></span>
-<span><span class="co">## [109] MsCoreUtils_1.12.0            tibble_3.2.1                 </span></span>
-<span><span class="co">## [111] BiocManager_1.30.22           affyio_1.70.0                </span></span>
-<span><span class="co">## [113] cli_3.6.1                     xtable_1.8-4                 </span></span>
-<span><span class="co">## [115] systemfonts_1.0.4             munsell_0.5.0                </span></span>
-<span><span class="co">## [117] jquerylib_0.1.4               MassSpecWavelet_1.66.0       </span></span>
-<span><span class="co">## [119] GenomeInfoDb_1.36.3           dbplyr_2.3.3                 </span></span>
-<span><span class="co">## [121] png_0.1-8                     XML_3.99-0.14                </span></span>
-<span><span class="co">## [123] parallel_4.3.1                ellipsis_0.3.2               </span></span>
-<span><span class="co">## [125] pkgdown_2.0.7                 ggplot2_3.4.3                </span></span>
-<span><span class="co">## [127] blob_1.2.4                    AnnotationFilter_1.24.0      </span></span>
-<span><span class="co">## [129] bitops_1.0-7                  MsFeatures_1.8.0             </span></span>
-<span><span class="co">## [131] affy_1.78.2                   scales_1.2.1                 </span></span>
-<span><span class="co">## [133] ncdf4_1.21                    purrr_1.0.2                  </span></span>
-<span><span class="co">## [135] crayon_1.5.2                  rlang_1.1.1                  </span></span>
-<span><span class="co">## [137] vsn_3.68.0                    KEGGREST_1.40.0</span></span></code></pre>
+<span><span class="co">##   [1] splines_4.3.2                 later_1.3.1                  </span></span>
+<span><span class="co">##   [3] bitops_1.0-7                  filelock_1.0.2               </span></span>
+<span><span class="co">##   [5] tibble_3.2.1                  preprocessCore_1.64.0        </span></span>
+<span><span class="co">##   [7] XML_3.99-0.16                 lifecycle_1.0.4              </span></span>
+<span><span class="co">##   [9] doParallel_1.0.17             rprojroot_2.0.4              </span></span>
+<span><span class="co">##  [11] lattice_0.22-5                MASS_7.3-60                  </span></span>
+<span><span class="co">##  [13] MultiAssayExperiment_1.28.0   magrittr_2.0.3               </span></span>
+<span><span class="co">##  [15] limma_3.58.1                  sass_0.4.7                   </span></span>
+<span><span class="co">##  [17] rmarkdown_2.25                jquerylib_0.1.4              </span></span>
+<span><span class="co">##  [19] yaml_2.3.7                    httpuv_1.6.12                </span></span>
+<span><span class="co">##  [21] MsCoreUtils_1.14.1            DBI_1.1.3                    </span></span>
+<span><span class="co">##  [23] RColorBrewer_1.1-3            lubridate_1.9.3              </span></span>
+<span><span class="co">##  [25] abind_1.4-5                   zlibbioc_1.48.0              </span></span>
+<span><span class="co">##  [27] GenomicRanges_1.54.1          purrr_1.0.2                  </span></span>
+<span><span class="co">##  [29] AnnotationFilter_1.26.0       RCurl_1.98-1.13              </span></span>
+<span><span class="co">##  [31] rappdirs_0.3.3                GenomeInfoDbData_1.2.11      </span></span>
+<span><span class="co">##  [33] IRanges_2.36.0                pkgdown_2.0.7                </span></span>
+<span><span class="co">##  [35] ncdf4_1.22                    codetools_0.2-19             </span></span>
+<span><span class="co">##  [37] CompoundDb_1.6.0              DelayedArray_0.28.0          </span></span>
+<span><span class="co">##  [39] DT_0.30                       xml2_1.3.6                   </span></span>
+<span><span class="co">##  [41] tidyselect_1.2.0              matrixStats_1.1.0            </span></span>
+<span><span class="co">##  [43] BiocFileCache_2.10.1          base64enc_0.1-3              </span></span>
+<span><span class="co">##  [45] jsonlite_1.8.8                multtest_2.58.0              </span></span>
+<span><span class="co">##  [47] ellipsis_0.3.2                survival_3.5-7               </span></span>
+<span><span class="co">##  [49] iterators_1.0.14              systemfonts_1.0.5            </span></span>
+<span><span class="co">##  [51] foreach_1.5.2                 tools_4.3.2                  </span></span>
+<span><span class="co">##  [53] progress_1.2.2                ragg_1.2.6                   </span></span>
+<span><span class="co">##  [55] glue_1.6.2                    gridExtra_2.3                </span></span>
+<span><span class="co">##  [57] SparseArray_1.2.2             xfun_0.41                    </span></span>
+<span><span class="co">##  [59] MatrixGenerics_1.14.0         GenomeInfoDb_1.38.1          </span></span>
+<span><span class="co">##  [61] dplyr_1.1.4                   BiocManager_1.30.22          </span></span>
+<span><span class="co">##  [63] fastmap_1.1.1                 fansi_1.0.5                  </span></span>
+<span><span class="co">##  [65] digest_0.6.33                 timechange_0.2.0             </span></span>
+<span><span class="co">##  [67] R6_2.5.1                      mime_0.12                    </span></span>
+<span><span class="co">##  [69] textshaping_0.3.7             colorspace_2.1-0             </span></span>
+<span><span class="co">##  [71] rsvg_2.6.0                    RSQLite_2.3.3                </span></span>
+<span><span class="co">##  [73] utf8_1.2.4                    generics_0.1.3               </span></span>
+<span><span class="co">##  [75] robustbase_0.99-1             prettyunits_1.2.0            </span></span>
+<span><span class="co">##  [77] httr_1.4.7                    htmlwidgets_1.6.3            </span></span>
+<span><span class="co">##  [79] S4Arrays_1.2.0                pkgconfig_2.0.3              </span></span>
+<span><span class="co">##  [81] gtable_0.3.4                  blob_1.2.4                   </span></span>
+<span><span class="co">##  [83] impute_1.76.0                 MassSpecWavelet_1.68.0       </span></span>
+<span><span class="co">##  [85] XVector_0.42.0                htmltools_0.5.7              </span></span>
+<span><span class="co">##  [87] MALDIquant_1.22.1             clue_0.3-65                  </span></span>
+<span><span class="co">##  [89] scales_1.3.0                  png_0.1-8                    </span></span>
+<span><span class="co">##  [91] knitr_1.45                    MetaboCoreUtils_1.10.0       </span></span>
+<span><span class="co">##  [93] rjson_0.2.21                  curl_5.1.0                   </span></span>
+<span><span class="co">##  [95] cachem_1.0.8                  stringr_1.5.1                </span></span>
+<span><span class="co">##  [97] BiocVersion_3.18.1            parallel_4.3.2               </span></span>
+<span><span class="co">##  [99] AnnotationDbi_1.64.1          mzID_1.40.0                  </span></span>
+<span><span class="co">## [101] vsn_3.70.0                    desc_1.4.2                   </span></span>
+<span><span class="co">## [103] pillar_1.9.0                  grid_4.3.2                   </span></span>
+<span><span class="co">## [105] vctrs_0.6.5                   MsFeatures_1.10.0            </span></span>
+<span><span class="co">## [107] RANN_2.6.1                    pcaMethods_1.94.0            </span></span>
+<span><span class="co">## [109] promises_1.2.1                dbplyr_2.4.0                 </span></span>
+<span><span class="co">## [111] xtable_1.8-4                  cluster_2.1.6                </span></span>
+<span><span class="co">## [113] evaluate_0.23                 cli_3.6.1                    </span></span>
+<span><span class="co">## [115] compiler_4.3.2                rlang_1.1.2                  </span></span>
+<span><span class="co">## [117] crayon_1.5.2                  QFeatures_1.12.0             </span></span>
+<span><span class="co">## [119] ChemmineR_3.54.0              affy_1.80.0                  </span></span>
+<span><span class="co">## [121] plyr_1.8.9                    fs_1.6.3                     </span></span>
+<span><span class="co">## [123] stringi_1.8.2                 munsell_0.5.0                </span></span>
+<span><span class="co">## [125] Biostrings_2.70.1             lazyeval_0.2.2               </span></span>
+<span><span class="co">## [127] Matrix_1.6-4                  hms_1.1.3                    </span></span>
+<span><span class="co">## [129] MsExperiment_1.4.0            bit64_4.0.5                  </span></span>
+<span><span class="co">## [131] ggplot2_3.4.4                 KEGGREST_1.42.0              </span></span>
+<span><span class="co">## [133] statmod_1.5.0                 shiny_1.8.0                  </span></span>
+<span><span class="co">## [135] highr_0.10                    SummarizedExperiment_1.32.0  </span></span>
+<span><span class="co">## [137] interactiveDisplayBase_1.40.0 AnnotationHub_3.10.0         </span></span>
+<span><span class="co">## [139] igraph_1.5.1                  memoise_2.0.1                </span></span>
+<span><span class="co">## [141] affyio_1.72.0                 bslib_0.6.1                  </span></span>
+<span><span class="co">## [143] DEoptimR_1.1-3                bit_4.0.5</span></span></code></pre>
 </div>
 <div class="section level2">
 <h2 class="unnumbered" id="references">References<a class="anchor" aria-label="anchor" href="#references"></a>
diff --git a/articles/analyzing-MS-data-from-different-sources-with-Spectra.html b/articles/analyzing-MS-data-from-different-sources-with-Spectra.html
index 40d0dab..0310bb2 100644
--- a/articles/analyzing-MS-data-from-different-sources-with-Spectra.html
+++ b/articles/analyzing-MS-data-from-different-sources-with-Spectra.html
@@ -14,8 +14,8 @@
 <link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png">
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png">
 <script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
-<link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet">
-<script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous">
+<link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet">
+<script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous">
 <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous">
 <!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><meta property="og:title" content="Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package">
 <meta property="og:description" content="SpectraTutorials">
@@ -33,7 +33,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">SpectraTutorials</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.8.2</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.9.0</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -98,7 +98,7 @@ <h4 data-toc-skip class="author">Johannes
 
     
     
-<p><strong>Last modified:</strong> 2023-09-18 09:50:20.924635<br><strong>Compiled</strong>: Mon Sep 18 09:59:34 2023</p>
+<p><strong>Last modified:</strong> 2023-12-05 09:09:17.878995<br><strong>Compiled</strong>: Tue Dec 5 09:15:46 2023</p>
 <div class="section level2">
 <h2 id="overview">Overview<a class="anchor" aria-label="anchor" href="#overview"></a>
 </h2>
@@ -111,8 +111,8 @@ <h3 id="description">Description<a class="anchor" aria-label="anchor" href="#des
 additional resources of MS data exist, such as spectra libraries and
 databases, all with their own specific file formats and database systems
 that sometimes do not support manipulations of the original data.</p>
-<p>Learning from experiences with the <em><a href="https://bioconductor.org/packages/3.17/MSnbase" class="external-link">MSnbase</a></em>
-Bioconductor package, the <em><a href="https://bioconductor.org/packages/3.17/Spectra" class="external-link">Spectra</a></em>
+<p>Learning from experiences with the <em><a href="https://bioconductor.org/packages/3.18/MSnbase" class="external-link">MSnbase</a></em>
+Bioconductor package, the <em><a href="https://bioconductor.org/packages/3.18/Spectra" class="external-link">Spectra</a></em>
 package was developed to provide an even more flexible and expandable
 infrastructure for MS data in R. This package implements a clear
 separation between the user interface and the code to provide, store and
@@ -435,7 +435,7 @@ <h3 id="ms-data-import-and-handling">MS data import and handling<a class="anchor
 <span><span class="co">## 3         1     1.491         5</span></span>
 <span><span class="co">##  ... 33 more variables/columns.</span></span>
 <span><span class="co">## Processing:</span></span>
-<span><span class="co">##  Switch backend from MsBackendMzR to MsBackendDataFrame [Mon Sep 18 09:59:39 2023]</span></span></code></pre>
+<span><span class="co">##  Switch backend from MsBackendMzR to MsBackendDataFrame [Tue Dec  5 09:15:50 2023]</span></span></code></pre>
 <p>In our workshop, we next want to identify in our experimental data
 MS2 spectra that were generated from an ion that matches the m/z of the
 <code>[M+H]+</code> ion of the metabolite cystine (one of the standards
@@ -461,8 +461,8 @@ <h3 id="ms-data-import-and-handling">MS data import and handling<a class="anchor
 <span><span class="co">## 6         2   240.020       804</span></span>
 <span><span class="co">##  ... 33 more variables/columns.</span></span>
 <span><span class="co">## Processing:</span></span>
-<span><span class="co">##  Switch backend from MsBackendMzR to MsBackendDataFrame [Mon Sep 18 09:59:39 2023]</span></span>
-<span><span class="co">##  Filter: select spectra with precursor m/z matching 241.0311 [Mon Sep 18 09:59:40 2023]</span></span></code></pre>
+<span><span class="co">##  Switch backend from MsBackendMzR to MsBackendDataFrame [Tue Dec  5 09:15:50 2023]</span></span>
+<span><span class="co">##  Filter: select spectra with precursor m/z matching 241.0311 [Tue Dec  5 09:15:50 2023]</span></span></code></pre>
 <p>In total 6 spectra matched our target precursor m/z.</p>
 </div>
 <div class="section level3">
@@ -591,7 +591,7 @@ <h3 id="comparing-spectra-against-massbank">Comparing spectra against MassBank<a
 <p>For some of these databases <code>MsBackend</code> interfaces are
 already implemented allowing inclusion of their data directly into
 R-based analysis workflows. Access to MassBank data is for example
-possible with the <em><a href="https://bioconductor.org/packages/3.17/MsBackendMassbank" class="external-link">MsBackendMassbank</a></em>
+possible with the <em><a href="https://bioconductor.org/packages/3.18/MsBackendMassbank" class="external-link">MsBackendMassbank</a></em>
 package. This package provides the <code>MsBackendMassbank</code> for
 import/export of <a href="https://github.com/MassBank/MassBank-data" class="external-link">MassBank files</a> as
 well as the <code>MsBackendMassbankSql</code> backend that directly
@@ -631,8 +631,8 @@ <h3 id="comparing-spectra-against-massbank">Comparing spectra against MassBank<a
 <span><span class="co">##  Use  'spectraVariables' to list all of them.</span></span></code></pre>
 <p>Alternatively, if no MySQL database system is available or if this
 tutorial can not be run within <em>docker</em>, the MassBank data can
-also be retrieved from Bioconductor’s <em><a href="https://bioconductor.org/packages/3.17/AnnotationHub" class="external-link">AnnotationHub</a></em>.
-In that case <code>MsBackendCompDb</code> backend (defined in the <em><a href="https://bioconductor.org/packages/3.17/CompoundDb" class="external-link">CompoundDb</a></em>)
+also be retrieved from Bioconductor’s <em><a href="https://bioconductor.org/packages/3.18/AnnotationHub" class="external-link">AnnotationHub</a></em>.
+In that case <code>MsBackendCompDb</code> backend (defined in the <em><a href="https://bioconductor.org/packages/3.18/CompoundDb" class="external-link">CompoundDb</a></em>)
 is used instead, but both backends retrieve their data from a SQL
 database and have the same properties. Below we list MassBank
 releases/versions available in Bioconductor’s
@@ -642,7 +642,7 @@ <h3 id="comparing-spectra-against-massbank">Comparing spectra against MassBank<a
 <span><span class="va">ah</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/pkg/AnnotationHub/man/AnnotationHub-class.html" class="external-link">AnnotationHub</a></span><span class="op">(</span><span class="op">)</span></span>
 <span><span class="fu"><a href="https://rdrr.io/pkg/AnnotationHub/man/AnnotationHub-class.html" class="external-link">query</a></span><span class="op">(</span><span class="va">ah</span>, <span class="st">"MassBank"</span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">## AnnotationHub with 3 records</span></span>
-<span><span class="co">## # snapshotDate(): 2023-04-25</span></span>
+<span><span class="co">## # snapshotDate(): 2023-10-20</span></span>
 <span><span class="co">## # $dataprovider: MassBank</span></span>
 <span><span class="co">## # $species: NA</span></span>
 <span><span class="co">## # $rdataclass: CompDb</span></span>
@@ -776,7 +776,7 @@ <h3 id="comparing-spectra-against-massbank">Comparing spectra against MassBank<a
 <span><span class="co">##  Use  'spectraVariables' to list all of them.</span></span>
 <span><span class="co">## Lazy evaluation queue: 1 processing step(s)</span></span>
 <span><span class="co">## Processing:</span></span>
-<span><span class="co">##  Filter: select spectra with precursor m/z matching 241.0311 [Mon Sep 18 09:59:51 2023]</span></span></code></pre>
+<span><span class="co">##  Filter: select spectra with precursor m/z matching 241.0311 [Tue Dec  5 09:15:59 2023]</span></span></code></pre>
 <p>This left us with 12 spectra for which we calculate the similarity
 against each of our experimental spectra using the
 <code>compareSpectra</code> function.</p>
@@ -913,7 +913,7 @@ <h3 id="comparing-spectra-against-massbank">Comparing spectra against MassBank<a
 <h3 id="data-export">Data export<a class="anchor" aria-label="anchor" href="#data-export"></a>
 </h3>
 <p>At last we want to export our spectra to a file in MGF format. For
-this we use the <em><a href="https://bioconductor.org/packages/3.17/MsBackendMgf" class="external-link">MsBackendMgf</a></em>
+this we use the <em><a href="https://bioconductor.org/packages/3.18/MsBackendMgf" class="external-link">MsBackendMgf</a></em>
 package which provides the <code>MsBackendMgf</code> backend that adds
 support for MGF file import/export to <code>Spectra</code> objects.</p>
 <p>Data from <code>Spectra</code> objects can generally be exported with
@@ -952,7 +952,7 @@ <h3 id="comparing-spectra-against-hmdb">Comparing spectra against HMDB<a class="
 package. This packages allows for example to create annotation databases
 for MoNA, MassBank or HMDB. <code>CompDb</code> with annotations for
 small compounds from different resources will become available also on
-Bioconductors <em><a href="https://bioconductor.org/packages/3.17/AnnotationHub" class="external-link">AnnotationHub</a></em>.</p>
+Bioconductors <em><a href="https://bioconductor.org/packages/3.18/AnnotationHub" class="external-link">AnnotationHub</a></em>.</p>
 <p>A <code>CompDb</code> database containing all compound annotations
 along with all (experimental) MS2 spectra is provided as a data release
 in the <a href="https://jorainer.github.io/MetaboAnnotationTutorials/" class="external-link">MetaboAnnotationTutorials</a>
@@ -1101,17 +1101,15 @@ <h3 id="an-alternative-way-to-store-ms-data">An alternative way to store MS data
 <p>We can next import the data from our example experiment into the
 selected database.</p>
 <div class="sourceCode" id="cb74"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://github.com/RforMassSpectrometry/MsBackendSql" class="external-link">MsBackendSql</a></span><span class="op">)</span></span></code></pre></div>
-<pre><code><span><span class="co">## Warning: multiple methods tables found for 'uniqueMsLevels'</span></span></code></pre>
-<div class="sourceCode" id="cb76"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="co">## Create a database containing the full raw data</span></span>
+<code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://github.com/RforMassSpectrometry/MsBackendSql" class="external-link">MsBackendSql</a></span><span class="op">)</span></span>
+<span><span class="co">## Create a database containing the full raw data</span></span>
 <span><span class="fu"><a href="https://rdrr.io/pkg/MsBackendSql/man/MsBackendSql.html" class="external-link">createMsBackendSqlDatabase</a></span><span class="op">(</span><span class="va">scon</span>, <span class="va">fls</span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">## [1] TRUE</span></span></code></pre>
 <p>The <code>MsBackendSql</code> allows now to access and use the MS
 data stored in such a database. We simply provide the connection to the
 database as a parameter to the <code>Spectra</code> function and use the
 <code>MsBackendSql</code> as <em>backend</em>.</p>
-<div class="sourceCode" id="cb78"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb76"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="va">sps_db</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/pkg/Spectra/man/Spectra.html" class="external-link">Spectra</a></span><span class="op">(</span><span class="va">scon</span>, source <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/pkg/MsBackendSql/man/MsBackendSql.html" class="external-link">MsBackendSql</a></span><span class="op">(</span><span class="op">)</span><span class="op">)</span></span>
 <span><span class="va">sps_db</span></span></code></pre></div>
 <pre><code><span><span class="co">## MSn data (Spectra) with 1578 spectra in a MsBackendSql backend:</span></span>
@@ -1130,11 +1128,11 @@ <h3 id="an-alternative-way-to-store-ms-data">An alternative way to store MS data
 <span><span class="co">## 1578         2     95.0608         1</span></span>
 <span><span class="co">##  ... 34 more variables/columns.</span></span>
 <span><span class="co">##  Use  'spectraVariables' to list all of them.</span></span>
-<span><span class="co">## Database: /tmp/RtmpNSFnJ0/file738551ec332</span></span></code></pre>
+<span><span class="co">## Database: /tmp/Rtmp8PSjCo/file72476a12197</span></span></code></pre>
 <p>The memory footprint of this <code>Spectra</code> object is only very
 small as all the data is retrieved from the database
 <em>on-the-fly</em>.</p>
-<div class="sourceCode" id="cb80"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb78"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/utils/object.size.html" class="external-link">object.size</a></span><span class="op">(</span><span class="va">sps_db</span><span class="op">)</span>, units <span class="op">=</span> <span class="st">"MB"</span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">## 0.1 Mb</span></span></code></pre>
 <p>The performance of this backend is also higher than for example of a
@@ -1142,7 +1140,7 @@ <h3 id="an-alternative-way-to-store-ms-data">An alternative way to store MS data
 <code>MsBackendSql</code> on the present small data set to a
 <code>MsBackendDataFrame</code> (data in-memory) and a
 <code>MsBackendMzR</code> (data retrieved from original file).</p>
-<div class="sourceCode" id="cb82"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb80"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co">## Load the data to different backends</span></span>
 <span><span class="va">sps_mzr</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/pkg/Spectra/man/Spectra.html" class="external-link">Spectra</a></span><span class="op">(</span><span class="va">fls</span>, source <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/pkg/Spectra/man/MsBackend.html" class="external-link">MsBackendMzR</a></span><span class="op">(</span><span class="op">)</span><span class="op">)</span></span>
 <span><span class="va">sps_df</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/pkg/Spectra/man/hidden_aliases.html" class="external-link">setBackend</a></span><span class="op">(</span><span class="va">sps_mzr</span>, <span class="fu"><a href="https://rdrr.io/pkg/Spectra/man/MsBackend.html" class="external-link">MsBackendDataFrame</a></span><span class="op">(</span><span class="op">)</span><span class="op">)</span></span>
@@ -1153,10 +1151,10 @@ <h3 id="an-alternative-way-to-store-ms-data">An alternative way to store MS data
 <span>               <span class="fu"><a href="https://rdrr.io/pkg/Spectra/man/hidden_aliases.html" class="external-link">peaksData</a></span><span class="op">(</span><span class="va">sps_db</span><span class="op">)</span>,</span>
 <span>               times <span class="op">=</span> <span class="fl">10</span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">## Unit: milliseconds</span></span>
-<span><span class="co">##                expr      min       lq     mean   median       uq       max</span></span>
-<span><span class="co">##  peaksData(sps_mzr) 361.3365 383.7532 755.9134 449.7209 550.2721 2456.2211</span></span>
-<span><span class="co">##   peaksData(sps_df) 112.1369 116.8373 132.1905 130.4618 151.9783  155.1050</span></span>
-<span><span class="co">##   peaksData(sps_db)  79.8473  86.7213 223.6163 103.9590 113.0695  766.7648</span></span>
+<span><span class="co">##                expr       min        lq      mean   median        uq       max</span></span>
+<span><span class="co">##  peaksData(sps_mzr) 257.38043 279.94393 409.83186 309.5956 350.96996 956.12619</span></span>
+<span><span class="co">##   peaksData(sps_df)  81.88257  98.45020 104.34838 104.2593 118.27750 118.43437</span></span>
+<span><span class="co">##   peaksData(sps_db)  47.46898  53.22407  62.45025  60.9762  74.91102  79.79879</span></span>
 <span><span class="co">##  neval</span></span>
 <span><span class="co">##     10</span></span>
 <span><span class="co">##     10</span></span>
@@ -1164,20 +1162,20 @@ <h3 id="an-alternative-way-to-store-ms-data">An alternative way to store MS data
 <p>Thus, the <code>MsBackendSql</code> has similar performance than
 having all the data in memory. The performance is even better if smaller
 subsets of the data are loaded.</p>
-<div class="sourceCode" id="cb84"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb82"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/pkg/microbenchmark/man/microbenchmark.html" class="external-link">microbenchmark</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/pkg/Spectra/man/hidden_aliases.html" class="external-link">peaksData</a></span><span class="op">(</span><span class="va">sps_mzr</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">10</span><span class="op">]</span><span class="op">)</span>,</span>
 <span>               <span class="fu"><a href="https://rdrr.io/pkg/Spectra/man/hidden_aliases.html" class="external-link">peaksData</a></span><span class="op">(</span><span class="va">sps_df</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">10</span><span class="op">]</span><span class="op">)</span>,</span>
 <span>               <span class="fu"><a href="https://rdrr.io/pkg/Spectra/man/hidden_aliases.html" class="external-link">peaksData</a></span><span class="op">(</span><span class="va">sps_db</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">10</span><span class="op">]</span><span class="op">)</span>,</span>
 <span>               times <span class="op">=</span> <span class="fl">10</span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">## Unit: milliseconds</span></span>
-<span><span class="co">##                      expr     min      lq     mean  median      uq     max</span></span>
-<span><span class="co">##  peaksData(sps_mzr[1:10]) 14.1710 14.5932 15.03072 14.9976 15.3854 15.9742</span></span>
-<span><span class="co">##   peaksData(sps_df[1:10])  5.3178  5.5775  5.99964  5.9252  6.3591  7.0975</span></span>
-<span><span class="co">##   peaksData(sps_db[1:10])  4.0353  4.2863  4.71165  4.4337  4.7144  7.4835</span></span>
-<span><span class="co">##  neval</span></span>
-<span><span class="co">##     10</span></span>
-<span><span class="co">##     10</span></span>
-<span><span class="co">##     10</span></span></code></pre>
+<span><span class="co">##                      expr      min       lq      mean   median        uq</span></span>
+<span><span class="co">##  peaksData(sps_mzr[1:10]) 9.665231 9.733448 11.578363 9.886057 10.471554</span></span>
+<span><span class="co">##   peaksData(sps_df[1:10]) 4.051564 4.079166  4.226335 4.168067  4.235768</span></span>
+<span><span class="co">##   peaksData(sps_db[1:10]) 2.837020 2.988482  3.127493 3.145069  3.250351</span></span>
+<span><span class="co">##        max neval</span></span>
+<span><span class="co">##  24.067594    10</span></span>
+<span><span class="co">##   4.777438    10</span></span>
+<span><span class="co">##   3.394379    10</span></span></code></pre>
 <p>A real world use case for such a backend would be to store a large MS
 experiment in a central place. Data analysts could connect to that
 central database, explore and subset the data and ultimately either load
diff --git a/articles/index.html b/articles/index.html
index 465fca1..83eb969 100644
--- a/articles/index.html
+++ b/articles/index.html
@@ -1,5 +1,5 @@
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body>
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">SpectraTutorials</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.8.2</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.9.0</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
diff --git a/authors.html b/authors.html
index c7ab201..acfdcfb 100644
--- a/authors.html
+++ b/authors.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
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 <![endif]--></head><body>
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="index.html">SpectraTutorials</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.8.2</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.9.0</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -82,13 +82,13 @@ <h2 id="citation">Citation</h2>
 
       <p>Rainer J, Witting M, Gatto L, Gibb S (2023).
 <em>SpectraTutorials: Mass Spectrometry Data Analysis with Spectra</em>.
-R package version 0.8.2, <a href="https://jorainer.github.io/SpectraTutorials/">https://jorainer.github.io/SpectraTutorials/</a>. 
+R package version 0.9.0, <a href="https://jorainer.github.io/SpectraTutorials/">https://jorainer.github.io/SpectraTutorials/</a>. 
 </p>
       <pre>@Manual{,
   title = {SpectraTutorials: Mass Spectrometry Data Analysis with Spectra},
   author = {Johannes Rainer and Michael Witting and Laurent Gatto and Sebastian Gibb},
   year = {2023},
-  note = {R package version 0.8.2},
+  note = {R package version 0.9.0},
   url = {https://jorainer.github.io/SpectraTutorials/},
 }</pre>
     </div>
diff --git a/deps/bootstrap-5.2.2/bootstrap.bundle.min.js b/deps/bootstrap-5.2.2/bootstrap.bundle.min.js
deleted file mode 100644
index 1d13886..0000000
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this.find(e,t).filter((t=>!l(t)&&a(t)))}},X={endCallback:null,leftCallback:null,rightCallback:null},Y={endCallback:"(function|null)",leftCallback:"(function|null)",rightCallback:"(function|null)"};class U extends F{constructor(t,e){super(),this._element=t,t&&U.isSupported()&&(this._config=this._getConfig(e),this._deltaX=0,this._supportPointerEvents=Boolean(window.PointerEvent),this._initEvents())}static get Default(){return X}static get DefaultType(){return Y}static get NAME(){return"swipe"}dispose(){P.off(this._element,".bs.swipe")}_start(t){this._supportPointerEvents?this._eventIsPointerPenTouch(t)&&(this._deltaX=t.clientX):this._deltaX=t.touches[0].clientX}_end(t){this._eventIsPointerPenTouch(t)&&(this._deltaX=t.clientX-this._deltaX),this._handleSwipe(),m(this._config.endCallback)}_move(t){this._deltaX=t.touches&&t.touches.length>1?0:t.touches[0].clientX-this._deltaX}_handleSwipe(){const t=Math.abs(this._deltaX);if(t<=40)return;const e=t/this._deltaX;this._deltaX=0,e&&m(e>0?this._config.rightCallback:this._config.leftCallback)}_initEvents(){this._supportPointerEvents?(P.on(this._element,"pointerdown.bs.swipe",(t=>this._start(t))),P.on(this._element,"pointerup.bs.swipe",(t=>this._end(t))),this._element.classList.add("pointer-event")):(P.on(this._element,"touchstart.bs.swipe",(t=>this._start(t))),P.on(this._element,"touchmove.bs.swipe",(t=>this._move(t))),P.on(this._element,"touchend.bs.swipe",(t=>this._end(t))))}_eventIsPointerPenTouch(t){return this._supportPointerEvents&&("pen"===t.pointerType||"touch"===t.pointerType)}static isSupported(){return"ontouchstart"in document.documentElement||navigator.maxTouchPoints>0}}const G="next",J="prev",Z="left",tt="right",et="slid.bs.carousel",it="carousel",nt="active",st={ArrowLeft:tt,ArrowRight:Z},ot={interval:5e3,keyboard:!0,pause:"hover",ride:!1,touch:!0,wrap:!0},rt={interval:"(number|boolean)",keyboard:"boolean",pause:"(string|boolean)",ride:"(boolean|string)",touch:"boolean",wrap:"boolean"};class at extends z{constructor(t,e){super(t,e),this._interval=null,this._activeElement=null,this._isSliding=!1,this.touchTimeout=null,this._swipeHelper=null,this._indicatorsElement=Q.findOne(".carousel-indicators",this._element),this._addEventListeners(),this._config.ride===it&&this.cycle()}static get Default(){return ot}static get DefaultType(){return rt}static get NAME(){return"carousel"}next(){this._slide(G)}nextWhenVisible(){!document.hidden&&a(this._element)&&this.next()}prev(){this._slide(J)}pause(){this._isSliding&&s(this._element),this._clearInterval()}cycle(){this._clearInterval(),this._updateInterval(),this._interval=setInterval((()=>this.nextWhenVisible()),this._config.interval)}_maybeEnableCycle(){this._config.ride&&(this._isSliding?P.one(this._element,et,(()=>this.cycle())):this.cycle())}to(t){const e=this._getItems();if(t>e.length-1||t<0)return;if(this._isSliding)return void P.one(this._element,et,(()=>this.to(t)));const i=this._getItemIndex(this._getActive());if(i===t)return;const n=t>i?G:J;this._slide(n,e[t])}dispose(){this._swipeHelper&&this._swipeHelper.dispose(),super.dispose()}_configAfterMerge(t){return t.defaultInterval=t.interval,t}_addEventListeners(){this._config.keyboard&&P.on(this._element,"keydown.bs.carousel",(t=>this._keydown(t))),"hover"===this._config.pause&&(P.on(this._element,"mouseenter.bs.carousel",(()=>this.pause())),P.on(this._element,"mouseleave.bs.carousel",(()=>this._maybeEnableCycle()))),this._config.touch&&U.isSupported()&&this._addTouchEventListeners()}_addTouchEventListeners(){for(const t of Q.find(".carousel-item img",this._element))P.on(t,"dragstart.bs.carousel",(t=>t.preventDefault()));const t={leftCallback:()=>this._slide(this._directionToOrder(Z)),rightCallback:()=>this._slide(this._directionToOrder(tt)),endCallback:()=>{"hover"===this._config.pause&&(this.pause(),this.touchTimeout&&clearTimeout(this.touchTimeout),this.touchTimeout=setTimeout((()=>this._maybeEnableCycle()),500+this._config.interval))}};this._swipeHelper=new U(this._element,t)}_keydown(t){if(/input|textarea/i.test(t.target.tagName))return;const e=st[t.key];e&&(t.preventDefault(),this._slide(this._directionToOrder(e)))}_getItemIndex(t){return this._getItems().indexOf(t)}_setActiveIndicatorElement(t){if(!this._indicatorsElement)return;const e=Q.findOne(".active",this._indicatorsElement);e.classList.remove(nt),e.removeAttribute("aria-current");const i=Q.findOne(`[data-bs-slide-to="${t}"]`,this._indicatorsElement);i&&(i.classList.add(nt),i.setAttribute("aria-current","true"))}_updateInterval(){const t=this._activeElement||this._getActive();if(!t)return;const e=Number.parseInt(t.getAttribute("data-bs-interval"),10);this._config.interval=e||this._config.defaultInterval}_slide(t,e=null){if(this._isSliding)return;const i=this._getActive(),n=t===G,s=e||b(this._getItems(),i,n,this._config.wrap);if(s===i)return;const o=this._getItemIndex(s),r=e=>P.trigger(this._element,e,{relatedTarget:s,direction:this._orderToDirection(t),from:this._getItemIndex(i),to:o});if(r("slide.bs.carousel").defaultPrevented)return;if(!i||!s)return;const a=Boolean(this._interval);this.pause(),this._isSliding=!0,this._setActiveIndicatorElement(o),this._activeElement=s;const l=n?"carousel-item-start":"carousel-item-end",c=n?"carousel-item-next":"carousel-item-prev";s.classList.add(c),d(s),i.classList.add(l),s.classList.add(l),this._queueCallback((()=>{s.classList.remove(l,c),s.classList.add(nt),i.classList.remove(nt,c,l),this._isSliding=!1,r(et)}),i,this._isAnimated()),a&&this.cycle()}_isAnimated(){return this._element.classList.contains("slide")}_getActive(){return Q.findOne(".active.carousel-item",this._element)}_getItems(){return Q.find(".carousel-item",this._element)}_clearInterval(){this._interval&&(clearInterval(this._interval),this._interval=null)}_directionToOrder(t){return p()?t===Z?J:G:t===Z?G:J}_orderToDirection(t){return p()?t===J?Z:tt:t===J?tt:Z}static jQueryInterface(t){return this.each((function(){const e=at.getOrCreateInstance(this,t);if("number"!=typeof t){if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}else e.to(t)}))}}P.on(document,"click.bs.carousel.data-api","[data-bs-slide], [data-bs-slide-to]",(function(t){const e=n(this);if(!e||!e.classList.contains(it))return;t.preventDefault();const i=at.getOrCreateInstance(e),s=this.getAttribute("data-bs-slide-to");return s?(i.to(s),void i._maybeEnableCycle()):"next"===B.getDataAttribute(this,"slide")?(i.next(),void i._maybeEnableCycle()):(i.prev(),void i._maybeEnableCycle())})),P.on(window,"load.bs.carousel.data-api",(()=>{const t=Q.find('[data-bs-ride="carousel"]');for(const e of t)at.getOrCreateInstance(e)})),g(at);const lt="show",ct="collapse",ht="collapsing",dt='[data-bs-toggle="collapse"]',ut={parent:null,toggle:!0},ft={parent:"(null|element)",toggle:"boolean"};class pt extends z{constructor(t,e){super(t,e),this._isTransitioning=!1,this._triggerArray=[];const n=Q.find(dt);for(const t of n){const e=i(t),n=Q.find(e).filter((t=>t===this._element));null!==e&&n.length&&this._triggerArray.push(t)}this._initializeChildren(),this._config.parent||this._addAriaAndCollapsedClass(this._triggerArray,this._isShown()),this._config.toggle&&this.toggle()}static get Default(){return ut}static get DefaultType(){return ft}static get NAME(){return"collapse"}toggle(){this._isShown()?this.hide():this.show()}show(){if(this._isTransitioning||this._isShown())return;let t=[];if(this._config.parent&&(t=this._getFirstLevelChildren(".collapse.show, .collapse.collapsing").filter((t=>t!==this._element)).map((t=>pt.getOrCreateInstance(t,{toggle:!1})))),t.length&&t[0]._isTransitioning)return;if(P.trigger(this._element,"show.bs.collapse").defaultPrevented)return;for(const e of t)e.hide();const e=this._getDimension();this._element.classList.remove(ct),this._element.classList.add(ht),this._element.style[e]=0,this._addAriaAndCollapsedClass(this._triggerArray,!0),this._isTransitioning=!0;const i=`scroll${e[0].toUpperCase()+e.slice(1)}`;this._queueCallback((()=>{this._isTransitioning=!1,this._element.classList.remove(ht),this._element.classList.add(ct,lt),this._element.style[e]="",P.trigger(this._element,"shown.bs.collapse")}),this._element,!0),this._element.style[e]=`${this._element[i]}px`}hide(){if(this._isTransitioning||!this._isShown())return;if(P.trigger(this._element,"hide.bs.collapse").defaultPrevented)return;const t=this._getDimension();this._element.style[t]=`${this._element.getBoundingClientRect()[t]}px`,d(this._element),this._element.classList.add(ht),this._element.classList.remove(ct,lt);for(const t of this._triggerArray){const e=n(t);e&&!this._isShown(e)&&this._addAriaAndCollapsedClass([t],!1)}this._isTransitioning=!0,this._element.style[t]="",this._queueCallback((()=>{this._isTransitioning=!1,this._element.classList.remove(ht),this._element.classList.add(ct),P.trigger(this._element,"hidden.bs.collapse")}),this._element,!0)}_isShown(t=this._element){return t.classList.contains(lt)}_configAfterMerge(t){return t.toggle=Boolean(t.toggle),t.parent=r(t.parent),t}_getDimension(){return this._element.classList.contains("collapse-horizontal")?"width":"height"}_initializeChildren(){if(!this._config.parent)return;const t=this._getFirstLevelChildren(dt);for(const e of t){const t=n(e);t&&this._addAriaAndCollapsedClass([e],this._isShown(t))}}_getFirstLevelChildren(t){const e=Q.find(":scope .collapse .collapse",this._config.parent);return Q.find(t,this._config.parent).filter((t=>!e.includes(t)))}_addAriaAndCollapsedClass(t,e){if(t.length)for(const i of t)i.classList.toggle("collapsed",!e),i.setAttribute("aria-expanded",e)}static jQueryInterface(t){const e={};return"string"==typeof t&&/show|hide/.test(t)&&(e.toggle=!1),this.each((function(){const i=pt.getOrCreateInstance(this,e);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named 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s(t){i.add(t.name),[].concat(t.requires||[],t.requiresIfExists||[]).forEach((function(t){if(!i.has(t)){var n=e.get(t);n&&s(n)}})),n.push(t)}return t.forEach((function(t){e.set(t.name,t)})),t.forEach((function(t){i.has(t.name)||s(t)})),n}var Be={placement:"bottom",modifiers:[],strategy:"absolute"};function Fe(){for(var t=arguments.length,e=new Array(t),i=0;i<t;i++)e[i]=arguments[i];return!e.some((function(t){return!(t&&"function"==typeof t.getBoundingClientRect)}))}function ze(t){void 0===t&&(t={});var e=t,i=e.defaultModifiers,n=void 0===i?[]:i,s=e.defaultOptions,o=void 0===s?Be:s;return function(t,e,i){void 0===i&&(i=o);var s,r,a={placement:"bottom",orderedModifiers:[],options:Object.assign({},Be,o),modifiersData:{},elements:{reference:t,popper:e},attributes:{},styles:{}},l=[],c=!1,h={state:a,setOptions:function(i){var s="function"==typeof 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Ke=Object.freeze(Object.defineProperty({__proto__:null,popperGenerator:ze,detectOverflow:Le,createPopperBase:qe,createPopper:Ve,createPopperLite:Re,top:gt,bottom:mt,right:_t,left:bt,auto:vt,basePlacements:yt,start:wt,end:At,clippingParents:Et,viewport:Tt,popper:Ct,reference:Ot,variationPlacements:xt,placements:kt,beforeRead:Lt,read:Dt,afterRead:St,beforeMain:It,main:Nt,afterMain:Pt,beforeWrite:jt,write:Mt,afterWrite:Ht,modifierPhases:$t,applyStyles:Rt,arrow:he,computeStyles:pe,eventListeners:me,flip:Se,hide:Pe,offset:je,popperOffsets:Me,preventOverflow:He},Symbol.toStringTag,{value:"Module"})),Qe="dropdown",Xe="ArrowUp",Ye="ArrowDown",Ue="click.bs.dropdown.data-api",Ge="keydown.bs.dropdown.data-api",Je="show",Ze='[data-bs-toggle="dropdown"]:not(.disabled):not(:disabled)',ti=`${Ze}.show`,ei=".dropdown-menu",ii=p()?"top-end":"top-start",ni=p()?"top-start":"top-end",si=p()?"bottom-end":"bottom-start",oi=p()?"bottom-start":"bottom-end",ri=p()?"left-start":"right-start",ai=p()?"right-start":"left-start",li={autoClose:!0,boundary:"clippingParents",display:"dynamic",offset:[0,2],popperConfig:null,reference:"toggle"},ci={autoClose:"(boolean|string)",boundary:"(string|element)",display:"string",offset:"(array|string|function)",popperConfig:"(null|object|function)",reference:"(string|element|object)"};class hi extends z{constructor(t,e){super(t,e),this._popper=null,this._parent=this._element.parentNode,this._menu=Q.next(this._element,ei)[0]||Q.prev(this._element,ei)[0]||Q.findOne(ei,this._parent),this._inNavbar=this._detectNavbar()}static get Default(){return li}static get DefaultType(){return ci}static get NAME(){return Qe}toggle(){return this._isShown()?this.hide():this.show()}show(){if(l(this._element)||this._isShown())return;const t={relatedTarget:this._element};if(!P.trigger(this._element,"show.bs.dropdown",t).defaultPrevented){if(this._createPopper(),"ontouchstart"in document.documentElement&&!this._parent.closest(".navbar-nav"))for(const t of[].concat(...document.body.children))P.on(t,"mouseover",h);this._element.focus(),this._element.setAttribute("aria-expanded",!0),this._menu.classList.add(Je),this._element.classList.add(Je),P.trigger(this._element,"shown.bs.dropdown",t)}}hide(){if(l(this._element)||!this._isShown())return;const 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dropdowns require Popper (https://popper.js.org)");let t=this._element;"parent"===this._config.reference?t=this._parent:o(this._config.reference)?t=r(this._config.reference):"object"==typeof this._config.reference&&(t=this._config.reference);const e=this._getPopperConfig();this._popper=Ve(t,this._menu,e)}_isShown(){return this._menu.classList.contains(Je)}_getPlacement(){const t=this._parent;if(t.classList.contains("dropend"))return ri;if(t.classList.contains("dropstart"))return ai;if(t.classList.contains("dropup-center"))return"top";if(t.classList.contains("dropdown-center"))return"bottom";const e="end"===getComputedStyle(this._menu).getPropertyValue("--bs-position").trim();return t.classList.contains("dropup")?e?ni:ii:e?oi:si}_detectNavbar(){return null!==this._element.closest(".navbar")}_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}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(B.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,..."function"==typeof this._config.popperConfig?this._config.popperConfig(t):this._config.popperConfig}}_selectMenuItem({key:t,target:e}){const i=Q.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter((t=>a(t)));i.length&&b(i,e,t===Ye,!i.includes(e)).focus()}static jQueryInterface(t){return this.each((function(){const e=hi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}static clearMenus(t){if(2===t.button||"keyup"===t.type&&"Tab"!==t.key)return;const e=Q.find(ti);for(const i of e){const e=hi.getInstance(i);if(!e||!1===e._config.autoClose)continue;const n=t.composedPath(),s=n.includes(e._menu);if(n.includes(e._element)||"inside"===e._config.autoClose&&!s||"outside"===e._config.autoClose&&s)continue;if(e._menu.contains(t.target)&&("keyup"===t.type&&"Tab"===t.key||/input|select|option|textarea|form/i.test(t.target.tagName)))continue;const o={relatedTarget:e._element};"click"===t.type&&(o.clickEvent=t),e._completeHide(o)}}static dataApiKeydownHandler(t){const e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Xe,Ye].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Ze)?this:Q.prev(this,Ze)[0]||Q.next(this,Ze)[0]||Q.findOne(Ze,t.delegateTarget.parentNode),o=hi.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}P.on(document,Ge,Ze,hi.dataApiKeydownHandler),P.on(document,Ge,ei,hi.dataApiKeydownHandler),P.on(document,Ue,hi.clearMenus),P.on(document,"keyup.bs.dropdown.data-api",hi.clearMenus),P.on(document,Ue,Ze,(function(t){t.preventDefault(),hi.getOrCreateInstance(this).toggle()})),g(hi);const di=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",ui=".sticky-top",fi="padding-right",pi="margin-right";class gi{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,fi,(e=>e+t)),this._setElementAttributes(di,fi,(e=>e+t)),this._setElementAttributes(ui,pi,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,fi),this._resetElementAttributes(di,fi),this._resetElementAttributes(ui,pi)}isOverflowing(){return this.getWidth()>0}_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).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&B.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=B.getDataAttribute(t,e);null!==i?(B.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(o(t))e(t);else for(const i of Q.find(t,this._element))e(i)}}const mi="show",_i="mousedown.bs.backdrop",bi={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},vi={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class yi extends F{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return bi}static get DefaultType(){return vi}static get NAME(){return"backdrop"}show(t){if(!this._config.isVisible)return void m(t);this._append();const e=this._getElement();this._config.isAnimated&&d(e),e.classList.add(mi),this._emulateAnimation((()=>{m(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(mi),this._emulateAnimation((()=>{this.dispose(),m(t)}))):m(t)}dispose(){this._isAppended&&(P.off(this._element,_i),this._element.remove(),this._isAppended=!1)}_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}_configAfterMerge(t){return t.rootElement=r(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),P.on(t,_i,(()=>{m(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){_(t,this._getElement(),this._config.isAnimated)}}const wi=".bs.focustrap",Ai="backward",Ei={autofocus:!0,trapElement:null},Ti={autofocus:"boolean",trapElement:"element"};class Ci extends F{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return Ei}static get DefaultType(){return Ti}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),P.off(document,wi),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,wi))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=Q.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===Ai?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?Ai:"forward")}}const Oi="hidden.bs.modal",xi="show.bs.modal",ki="modal-open",Li="show",Di="modal-static",Si={backdrop:!0,focus:!0,keyboard:!0},Ii={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class Ni extends z{constructor(t,e){super(t,e),this._dialog=Q.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new gi,this._addEventListeners()}static get Default(){return Si}static get DefaultType(){return Ii}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,xi,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(ki),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(P.trigger(this._element,"hide.bs.modal").defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(Li),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){for(const t of[window,this._dialog])P.off(t,".bs.modal");this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new yi({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new Ci({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||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;const e=Q.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),d(this._element),this._element.classList.add(Li),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,P.trigger(this._element,"shown.bs.modal",{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){P.on(this._element,"keydown.dismiss.bs.modal",(t=>{if("Escape"===t.key)return this._config.keyboard?(t.preventDefault(),void this.hide()):void this._triggerBackdropTransition()})),P.on(window,"resize.bs.modal",(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),P.on(this._element,"mousedown.dismiss.bs.modal",(t=>{P.one(this._element,"click.dismiss.bs.modal",(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_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(ki),this._resetAdjustments(),this._scrollBar.reset(),P.trigger(this._element,Oi)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(P.trigger(this._element,"hidePrevented.bs.modal").defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(Di)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(Di),this._queueCallback((()=>{this._element.classList.remove(Di),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=p()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=p()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=Ni.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}P.on(document,"click.bs.modal.data-api",'[data-bs-toggle="modal"]',(function(t){const e=n(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),P.one(e,xi,(t=>{t.defaultPrevented||P.one(e,Oi,(()=>{a(this)&&this.focus()}))}));const i=Q.findOne(".modal.show");i&&Ni.getInstance(i).hide(),Ni.getOrCreateInstance(e).toggle(this)})),q(Ni),g(Ni);const Pi="show",ji="showing",Mi="hiding",Hi=".offcanvas.show",$i="hidePrevented.bs.offcanvas",Wi="hidden.bs.offcanvas",Bi={backdrop:!0,keyboard:!0,scroll:!1},Fi={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class zi extends z{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return Bi}static get DefaultType(){return Fi}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||P.trigger(this._element,"show.bs.offcanvas",{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new gi).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(ji),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(Pi),this._element.classList.remove(ji),P.trigger(this._element,"shown.bs.offcanvas",{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(P.trigger(this._element,"hide.bs.offcanvas").defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add(Mi),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove(Pi,Mi),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new gi).reset(),P.trigger(this._element,Wi)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new yi({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():P.trigger(this._element,$i)}:null})}_initializeFocusTrap(){return new Ci({trapElement:this._element})}_addEventListeners(){P.on(this._element,"keydown.dismiss.bs.offcanvas",(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():P.trigger(this._element,$i))}))}static jQueryInterface(t){return this.each((function(){const e=zi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}P.on(document,"click.bs.offcanvas.data-api",'[data-bs-toggle="offcanvas"]',(function(t){const e=n(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this))return;P.one(e,Wi,(()=>{a(this)&&this.focus()}));const i=Q.findOne(Hi);i&&i!==e&&zi.getInstance(i).hide(),zi.getOrCreateInstance(e).toggle(this)})),P.on(window,"load.bs.offcanvas.data-api",(()=>{for(const t of Q.find(Hi))zi.getOrCreateInstance(t).show()})),P.on(window,"resize.bs.offcanvas",(()=>{for(const t of Q.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&zi.getOrCreateInstance(t).hide()})),q(zi),g(zi);const qi=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Ri=/^(?:(?:https?|mailto|ftp|tel|file|sms):|[^#&/:?]*(?:[#/?]|$))/i,Vi=/^data:(?:image\/(?:bmp|gif|jpeg|jpg|png|tiff|webp)|video\/(?:mpeg|mp4|ogg|webm)|audio\/(?:mp3|oga|ogg|opus));base64,[\d+/a-z]+=*$/i,Ki=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!qi.has(i)||Boolean(Ri.test(t.nodeValue)||Vi.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Qi={"*":["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:[]},Xi={allowList:Qi,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"<div></div>"},Yi={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},Ui={entry:"(string|element|function|null)",selector:"(string|element)"};class Gi extends F{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Xi}static get DefaultType(){return Yi}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map((t=>this._resolvePossibleFunction(t))).filter(Boolean)}hasContent(){return this.getContent().length>0}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){const t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const e=t.children[0],i=this._resolvePossibleFunction(this._config.extraClass);return i&&e.classList.add(...i.split(" ")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(const[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},Ui)}_setContent(t,e,i){const n=Q.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?o(e)?this._putElementInTemplate(r(e),n):this._config.html?n.innerHTML=this._maybeSanitize(e):n.textContent=e:n.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(!Object.keys(e).includes(i)){t.remove();continue}const n=[].concat(...t.attributes),s=[].concat(e["*"]||[],e[i]||[]);for(const e of n)Ki(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return"function"==typeof t?t(this):t}_putElementInTemplate(t,e){if(this._config.html)return e.innerHTML="",void e.append(t);e.textContent=t.textContent}}const Ji=new Set(["sanitize","allowList","sanitizeFn"]),Zi="fade",tn="show",en=".modal",nn="hide.bs.modal",sn="hover",on="focus",rn={AUTO:"auto",TOP:"top",RIGHT:p()?"left":"right",BOTTOM:"bottom",LEFT:p()?"right":"left"},an={allowList:Qi,animation:!0,boundary:"clippingParents",container:!1,customClass:"",delay:0,fallbackPlacements:["top","right","bottom","left"],html:!1,offset:[0,0],placement:"top",popperConfig:null,sanitize:!0,sanitizeFn:null,selector:!1,template:'<div class="tooltip" role="tooltip"><div class="tooltip-arrow"></div><div class="tooltip-inner"></div></div>',title:"",trigger:"hover focus"},ln={allowList:"object",animation:"boolean",boundary:"(string|element)",container:"(string|element|boolean)",customClass:"(string|function)",delay:"(number|object)",fallbackPlacements:"array",html:"boolean",offset:"(array|string|function)",placement:"(string|function)",popperConfig:"(null|object|function)",sanitize:"boolean",sanitizeFn:"(null|function)",selector:"(string|boolean)",template:"string",title:"(string|element|function)",trigger:"string"};class cn extends z{constructor(t,e){if(void 0===Ke)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");super(t,e),this._isEnabled=!0,this._timeout=0,this._isHovered=null,this._activeTrigger={},this._popper=null,this._templateFactory=null,this._newContent=null,this.tip=null,this._setListeners(),this._config.selector||this._fixTitle()}static get Default(){return an}static get DefaultType(){return ln}static get NAME(){return"tooltip"}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(){this._isEnabled&&(this._activeTrigger.click=!this._activeTrigger.click,this._isShown()?this._leave():this._enter())}dispose(){clearTimeout(this._timeout),P.off(this._element.closest(en),nn,this._hideModalHandler),this.tip&&this.tip.remove(),this._element.getAttribute("data-bs-original-title")&&this._element.setAttribute("title",this._element.getAttribute("data-bs-original-title")),this._disposePopper(),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.eventName("show")),e=(c(this._element)||this._element.ownerDocument.documentElement).contains(this._element);if(t.defaultPrevented||!e)return;this.tip&&(this.tip.remove(),this.tip=null);const i=this._getTipElement();this._element.setAttribute("aria-describedby",i.getAttribute("id"));const{container:n}=this._config;if(this._element.ownerDocument.documentElement.contains(this.tip)||(n.append(i),P.trigger(this._element,this.constructor.eventName("inserted"))),this._popper?this._popper.update():this._popper=this._createPopper(i),i.classList.add(tn),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))P.on(t,"mouseover",h);this._queueCallback((()=>{P.trigger(this._element,this.constructor.eventName("shown")),!1===this._isHovered&&this._leave(),this._isHovered=!1}),this.tip,this._isAnimated())}hide(){if(!this._isShown())return;if(P.trigger(this._element,this.constructor.eventName("hide")).defaultPrevented)return;const t=this._getTipElement();if(t.classList.remove(tn),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))P.off(t,"mouseover",h);this._activeTrigger.click=!1,this._activeTrigger.focus=!1,this._activeTrigger.hover=!1,this._isHovered=null,this._queueCallback((()=>{this._isWithActiveTrigger()||(this._isHovered||t.remove(),this._element.removeAttribute("aria-describedby"),P.trigger(this._element,this.constructor.eventName("hidden")),this._disposePopper())}),this.tip,this._isAnimated())}update(){this._popper&&this._popper.update()}_isWithContent(){return Boolean(this._getTitle())}_getTipElement(){return this.tip||(this.tip=this._createTipElement(this._newContent||this._getContentForTemplate())),this.tip}_createTipElement(t){const e=this._getTemplateFactory(t).toHtml();if(!e)return null;e.classList.remove(Zi,tn),e.classList.add(`bs-${this.constructor.NAME}-auto`);const i=(t=>{do{t+=Math.floor(1e6*Math.random())}while(document.getElementById(t));return t})(this.constructor.NAME).toString();return e.setAttribute("id",i),this._isAnimated()&&e.classList.add(Zi),e}setContent(t){this._newContent=t,this._isShown()&&(this._disposePopper(),this.show())}_getTemplateFactory(t){return this._templateFactory?this._templateFactory.changeContent(t):this._templateFactory=new Gi({...this._config,content:t,extraClass:this._resolvePossibleFunction(this._config.customClass)}),this._templateFactory}_getContentForTemplate(){return{".tooltip-inner":this._getTitle()}}_getTitle(){return this._resolvePossibleFunction(this._config.title)||this._element.getAttribute("data-bs-original-title")}_initializeOnDelegatedTarget(t){return this.constructor.getOrCreateInstance(t.delegateTarget,this._getDelegateConfig())}_isAnimated(){return this._config.animation||this.tip&&this.tip.classList.contains(Zi)}_isShown(){return this.tip&&this.tip.classList.contains(tn)}_createPopper(t){const e="function"==typeof 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object[0] : object\n  }\n\n  if (typeof object === 'string' && object.length > 0) {\n    return document.querySelector(object)\n  }\n\n  return null\n}\n\nconst isVisible = element => {\n  if (!isElement(element) || element.getClientRects().length === 0) {\n    return false\n  }\n\n  const elementIsVisible = getComputedStyle(element).getPropertyValue('visibility') === 'visible'\n  // Handle `details` element as its content may falsie appear visible when it is closed\n  const closedDetails = element.closest('details:not([open])')\n\n  if (!closedDetails) {\n    return elementIsVisible\n  }\n\n  if (closedDetails !== element) {\n    const summary = element.closest('summary')\n    if (summary && summary.parentNode !== closedDetails) {\n      return false\n    }\n\n    if (summary === null) {\n      return false\n    }\n  }\n\n  return elementIsVisible\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  element.offsetHeight // eslint-disable-line no-unused-expressions\n}\n\nconst getjQuery = () => {\n  if (window.jQuery && !document.body.hasAttribute('data-bs-no-jquery')) {\n    return window.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        for (const callback of DOMContentLoadedCallbacks) {\n          callback()\n        }\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  const listLength = list.length\n  let index = list.indexOf(activeElement)\n\n  // if the element does not exist in the list return an element\n  // depending on the direction and if cycle is allowed\n  if (index === -1) {\n    return !shouldGetNext && isCycleAllowed ? list[listLength - 1] : list[0]\n  }\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  defineJQueryPlugin,\n  execute,\n  executeAfterTransition,\n  findShadowRoot,\n  getElement,\n  getElementFromSelector,\n  getjQuery,\n  getNextActiveElement,\n  getSelectorFromElement,\n  getTransitionDurationFromElement,\n  getUID,\n  isDisabled,\n  isElement,\n  isRTL,\n  isVisible,\n  noop,\n  onDOMContentLoaded,\n  reflow,\n  triggerTransitionEnd,\n  toType\n}\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): 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 * Constants\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}\n\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 * Private methods\n */\n\nfunction makeEventUid(element, uid) {\n  return (uid && `${uid}::${uidEvent++}`) || element.uidEvent || uidEvent++\n}\n\nfunction getElementEvents(element) {\n  const uid = makeEventUid(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    hydrateObj(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 (const domElement of domElements) {\n        if (domElement !== target) {\n          continue\n        }\n\n        hydrateObj(event, { delegateTarget: target })\n\n        if (handler.oneOff) {\n          EventHandler.off(element, event.type, selector, fn)\n        }\n\n        return fn.apply(target, [event])\n      }\n    }\n  }\n}\n\nfunction findHandler(events, callable, delegationSelector = null) {\n  return Object.values(events)\n    .find(event => event.callable === callable && event.delegationSelector === delegationSelector)\n}\n\nfunction normalizeParameters(originalTypeEvent, handler, delegationFunction) {\n  const isDelegated = typeof handler === 'string'\n  // todo: tooltip passes `false` instead of selector, so we need to check\n  const callable = isDelegated ? delegationFunction : (handler || delegationFunction)\n  let typeEvent = getTypeEvent(originalTypeEvent)\n\n  if (!nativeEvents.has(typeEvent)) {\n    typeEvent = originalTypeEvent\n  }\n\n  return [isDelegated, callable, typeEvent]\n}\n\nfunction addHandler(element, originalTypeEvent, handler, delegationFunction, oneOff) {\n  if (typeof originalTypeEvent !== 'string' || !element) {\n    return\n  }\n\n  let [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction)\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 (originalTypeEvent in customEvents) {\n    const wrapFunction = 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    callable = wrapFunction(callable)\n  }\n\n  const events = getElementEvents(element)\n  const handlers = events[typeEvent] || (events[typeEvent] = {})\n  const previousFunction = findHandler(handlers, callable, isDelegated ? handler : null)\n\n  if (previousFunction) {\n    previousFunction.oneOff = previousFunction.oneOff && oneOff\n\n    return\n  }\n\n  const uid = makeEventUid(callable, originalTypeEvent.replace(namespaceRegex, ''))\n  const fn = isDelegated ?\n    bootstrapDelegationHandler(element, handler, callable) :\n    bootstrapHandler(element, callable)\n\n  fn.delegationSelector = isDelegated ? handler : null\n  fn.callable = callable\n  fn.oneOff = oneOff\n  fn.uidEvent = uid\n  handlers[uid] = fn\n\n  element.addEventListener(typeEvent, fn, isDelegated)\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  for (const handlerKey of Object.keys(storeElementEvent)) {\n    if (handlerKey.includes(namespace)) {\n      const event = storeElementEvent[handlerKey]\n      removeHandler(element, events, typeEvent, event.callable, 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, delegationFunction) {\n    addHandler(element, event, handler, delegationFunction, false)\n  },\n\n  one(element, event, handler, delegationFunction) {\n    addHandler(element, event, handler, delegationFunction, true)\n  },\n\n  off(element, originalTypeEvent, handler, delegationFunction) {\n    if (typeof originalTypeEvent !== 'string' || !element) {\n      return\n    }\n\n    const [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction)\n    const inNamespace = typeEvent !== originalTypeEvent\n    const events = getElementEvents(element)\n    const storeElementEvent = events[typeEvent] || {}\n    const isNamespace = originalTypeEvent.startsWith('.')\n\n    if (typeof callable !== 'undefined') {\n      // Simplest case: handler is passed, remove that listener ONLY.\n      if (!Object.keys(storeElementEvent).length) {\n        return\n      }\n\n      removeHandler(element, events, typeEvent, callable, isDelegated ? handler : null)\n      return\n    }\n\n    if (isNamespace) {\n      for (const elementEvent of Object.keys(events)) {\n        removeNamespacedHandlers(element, events, elementEvent, originalTypeEvent.slice(1))\n      }\n    }\n\n    for (const keyHandlers of Object.keys(storeElementEvent)) {\n      const handlerKey = keyHandlers.replace(stripUidRegex, '')\n\n      if (!inNamespace || originalTypeEvent.includes(handlerKey)) {\n        const event = storeElementEvent[keyHandlers]\n        removeHandler(element, events, typeEvent, event.callable, 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\n    let jQueryEvent = null\n    let bubbles = true\n    let nativeDispatch = true\n    let defaultPrevented = false\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    let evt = new Event(event, { bubbles, cancelable: true })\n    evt = hydrateObj(evt, args)\n\n    if (defaultPrevented) {\n      evt.preventDefault()\n    }\n\n    if (nativeDispatch) {\n      element.dispatchEvent(evt)\n    }\n\n    if (evt.defaultPrevented && jQueryEvent) {\n      jQueryEvent.preventDefault()\n    }\n\n    return evt\n  }\n}\n\nfunction hydrateObj(obj, meta) {\n  for (const [key, value] of Object.entries(meta || {})) {\n    try {\n      obj[key] = value\n    } catch {\n      Object.defineProperty(obj, key, {\n        configurable: true,\n        get() {\n          return value\n        }\n      })\n    }\n  }\n\n  return obj\n}\n\nexport default EventHandler\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): dom/data.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n/**\n * Constants\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: ${Array.from(instanceMap.keys())[0]}.`)\n      return\n    }\n\n    instanceMap.set(key, instance)\n  },\n\n  get(element, key) {\n    if (elementMap.has(element)) {\n      return elementMap.get(element).get(key) || null\n    }\n\n    return null\n  },\n\n  remove(element, key) {\n    if (!elementMap.has(element)) {\n      return\n    }\n\n    const instanceMap = elementMap.get(element)\n\n    instanceMap.delete(key)\n\n    // free up element references if there are no instances left for an element\n    if (instanceMap.size === 0) {\n      elementMap.delete(element)\n    }\n  }\n}\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): dom/manipulator.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nfunction normalizeData(value) {\n  if (value === 'true') {\n    return true\n  }\n\n  if (value === 'false') {\n    return false\n  }\n\n  if (value === Number(value).toString()) {\n    return Number(value)\n  }\n\n  if (value === '' || value === 'null') {\n    return null\n  }\n\n  if (typeof value !== 'string') {\n    return value\n  }\n\n  try {\n    return JSON.parse(decodeURIComponent(value))\n  } catch {\n    return value\n  }\n}\n\nfunction normalizeDataKey(key) {\n  return key.replace(/[A-Z]/g, chr => `-${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    const bsKeys = Object.keys(element.dataset).filter(key => key.startsWith('bs') && !key.startsWith('bsConfig'))\n\n    for (const key of bsKeys) {\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-${normalizeDataKey(key)}`))\n  }\n}\n\nexport default Manipulator\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): util/config.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { isElement, toType } from './index'\nimport Manipulator from '../dom/manipulator'\n\n/**\n * Class definition\n */\n\nclass Config {\n  // Getters\n  static get Default() {\n    return {}\n  }\n\n  static get DefaultType() {\n    return {}\n  }\n\n  static get NAME() {\n    throw new Error('You have to implement the static method \"NAME\", for each component!')\n  }\n\n  _getConfig(config) {\n    config = this._mergeConfigObj(config)\n    config = this._configAfterMerge(config)\n    this._typeCheckConfig(config)\n    return config\n  }\n\n  _configAfterMerge(config) {\n    return config\n  }\n\n  _mergeConfigObj(config, element) {\n    const jsonConfig = isElement(element) ? Manipulator.getDataAttribute(element, 'config') : {} // try to parse\n\n    return {\n      ...this.constructor.Default,\n      ...(typeof jsonConfig === 'object' ? jsonConfig : {}),\n      ...(isElement(element) ? Manipulator.getDataAttributes(element) : {}),\n      ...(typeof config === 'object' ? config : {})\n    }\n  }\n\n  _typeCheckConfig(config, configTypes = this.constructor.DefaultType) {\n    for (const property of Object.keys(configTypes)) {\n      const expectedTypes = configTypes[property]\n      const value = config[property]\n      const valueType = isElement(value) ? 'element' : toType(value)\n\n      if (!new RegExp(expectedTypes).test(valueType)) {\n        throw new TypeError(\n          `${this.constructor.NAME.toUpperCase()}: Option \"${property}\" provided type \"${valueType}\" but expected type \"${expectedTypes}\".`\n        )\n      }\n    }\n  }\n}\n\nexport default Config\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): base-component.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport Data from './dom/data'\nimport { executeAfterTransition, getElement } from './util/index'\nimport EventHandler from './dom/event-handler'\nimport Config from './util/config'\n\n/**\n * Constants\n */\n\nconst VERSION = '5.2.2'\n\n/**\n * Class definition\n */\n\nclass BaseComponent extends Config {\n  constructor(element, config) {\n    super()\n\n    element = getElement(element)\n    if (!element) {\n      return\n    }\n\n    this._element = element\n    this._config = this._getConfig(config)\n\n    Data.set(this._element, this.constructor.DATA_KEY, this)\n  }\n\n  // Public\n  dispose() {\n    Data.remove(this._element, this.constructor.DATA_KEY)\n    EventHandler.off(this._element, this.constructor.EVENT_KEY)\n\n    for (const propertyName of Object.getOwnPropertyNames(this)) {\n      this[propertyName] = null\n    }\n  }\n\n  _queueCallback(callback, element, isAnimated = true) {\n    executeAfterTransition(callback, element, isAnimated)\n  }\n\n  _getConfig(config) {\n    config = this._mergeConfigObj(config, this._element)\n    config = this._configAfterMerge(config)\n    this._typeCheckConfig(config)\n    return config\n  }\n\n  // Static\n  static getInstance(element) {\n    return Data.get(getElement(element), this.DATA_KEY)\n  }\n\n  static getOrCreateInstance(element, config = {}) {\n    return this.getInstance(element) || new this(element, typeof config === 'object' ? config : null)\n  }\n\n  static get VERSION() {\n    return VERSION\n  }\n\n  static get DATA_KEY() {\n    return `bs.${this.NAME}`\n  }\n\n  static get EVENT_KEY() {\n    return `.${this.DATA_KEY}`\n  }\n\n  static eventName(name) {\n    return `${name}${this.EVENT_KEY}`\n  }\n}\n\nexport default BaseComponent\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): util/component-functions.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport EventHandler from '../dom/event-handler'\nimport { getElementFromSelector, isDisabled } from './index'\n\nconst enableDismissTrigger = (component, method = 'hide') => {\n  const clickEvent = `click.dismiss${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 (v5.2.2): 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 * Constants\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${EVENT_KEY}`\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_SHOW = 'show'\n\n/**\n * Class definition\n */\n\nclass Alert extends BaseComponent {\n  // Getters\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  close() {\n    const closeEvent = EventHandler.trigger(this._element, EVENT_CLOSE)\n\n    if (closeEvent.defaultPrevented) {\n      return\n    }\n\n    this._element.classList.remove(CLASS_NAME_SHOW)\n\n    const isAnimated = this._element.classList.contains(CLASS_NAME_FADE)\n    this._queueCallback(() => this._destroyElement(), this._element, isAnimated)\n  }\n\n  // Private\n  _destroyElement() {\n    this._element.remove()\n    EventHandler.trigger(this._element, EVENT_CLOSED)\n    this.dispose()\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Alert.getOrCreateInstance(this)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config](this)\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nenableDismissTrigger(Alert, 'close')\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Alert)\n\nexport default Alert\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): 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 * Constants\n */\n\nconst NAME = 'button'\nconst DATA_KEY = 'bs.button'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst CLASS_NAME_ACTIVE = 'active'\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"button\"]'\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\n\n/**\n * Class definition\n */\n\nclass Button extends BaseComponent {\n  // Getters\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\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  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 * Data API implementation\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 * jQuery\n */\n\ndefineJQueryPlugin(Button)\n\nexport default Button\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): dom/selector-engine.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { isDisabled, isVisible } from '../util/index'\n\n/**\n * Constants\n */\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).filter(child => child.matches(selector))\n  },\n\n  parents(element, selector) {\n    const parents = []\n    let ancestor = element.parentNode.closest(selector)\n\n    while (ancestor) {\n      parents.push(ancestor)\n      ancestor = ancestor.parentNode.closest(selector)\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  // TODO: this is now unused; remove later along with prev()\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 (v5.2.2): util/swipe.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport Config from './config'\nimport EventHandler from '../dom/event-handler'\nimport { execute } from './index'\n\n/**\n * Constants\n */\n\nconst NAME = 'swipe'\nconst EVENT_KEY = '.bs.swipe'\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 POINTER_TYPE_TOUCH = 'touch'\nconst POINTER_TYPE_PEN = 'pen'\nconst CLASS_NAME_POINTER_EVENT = 'pointer-event'\nconst SWIPE_THRESHOLD = 40\n\nconst Default = {\n  endCallback: null,\n  leftCallback: null,\n  rightCallback: null\n}\n\nconst DefaultType = {\n  endCallback: '(function|null)',\n  leftCallback: '(function|null)',\n  rightCallback: '(function|null)'\n}\n\n/**\n * Class definition\n */\n\nclass Swipe extends Config {\n  constructor(element, config) {\n    super()\n    this._element = element\n\n    if (!element || !Swipe.isSupported()) {\n      return\n    }\n\n    this._config = this._getConfig(config)\n    this._deltaX = 0\n    this._supportPointerEvents = Boolean(window.PointerEvent)\n    this._initEvents()\n  }\n\n  // Getters\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  dispose() {\n    EventHandler.off(this._element, EVENT_KEY)\n  }\n\n  // Private\n  _start(event) {\n    if (!this._supportPointerEvents) {\n      this._deltaX = event.touches[0].clientX\n\n      return\n    }\n\n    if (this._eventIsPointerPenTouch(event)) {\n      this._deltaX = event.clientX\n    }\n  }\n\n  _end(event) {\n    if (this._eventIsPointerPenTouch(event)) {\n      this._deltaX = event.clientX - this._deltaX\n    }\n\n    this._handleSwipe()\n    execute(this._config.endCallback)\n  }\n\n  _move(event) {\n    this._deltaX = event.touches && event.touches.length > 1 ?\n      0 :\n      event.touches[0].clientX - this._deltaX\n  }\n\n  _handleSwipe() {\n    const absDeltaX = Math.abs(this._deltaX)\n\n    if (absDeltaX <= SWIPE_THRESHOLD) {\n      return\n    }\n\n    const direction = absDeltaX / this._deltaX\n\n    this._deltaX = 0\n\n    if (!direction) {\n      return\n    }\n\n    execute(direction > 0 ? this._config.rightCallback : this._config.leftCallback)\n  }\n\n  _initEvents() {\n    if (this._supportPointerEvents) {\n      EventHandler.on(this._element, EVENT_POINTERDOWN, event => this._start(event))\n      EventHandler.on(this._element, EVENT_POINTERUP, event => this._end(event))\n\n      this._element.classList.add(CLASS_NAME_POINTER_EVENT)\n    } else {\n      EventHandler.on(this._element, EVENT_TOUCHSTART, event => this._start(event))\n      EventHandler.on(this._element, EVENT_TOUCHMOVE, event => this._move(event))\n      EventHandler.on(this._element, EVENT_TOUCHEND, event => this._end(event))\n    }\n  }\n\n  _eventIsPointerPenTouch(event) {\n    return this._supportPointerEvents && (event.pointerType === POINTER_TYPE_PEN || event.pointerType === POINTER_TYPE_TOUCH)\n  }\n\n  // Static\n  static isSupported() {\n    return 'ontouchstart' in document.documentElement || navigator.maxTouchPoints > 0\n  }\n}\n\nexport default Swipe\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): carousel.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport {\n  defineJQueryPlugin,\n  getElementFromSelector,\n  getNextActiveElement,\n  isRTL,\n  isVisible,\n  reflow,\n  triggerTransitionEnd\n} from './util/index'\nimport EventHandler from './dom/event-handler'\nimport Manipulator from './dom/manipulator'\nimport SelectorEngine from './dom/selector-engine'\nimport Swipe from './util/swipe'\nimport BaseComponent from './base-component'\n\n/**\n * Constants\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\n\nconst ORDER_NEXT = 'next'\nconst ORDER_PREV = 'prev'\nconst DIRECTION_LEFT = 'left'\nconst DIRECTION_RIGHT = 'right'\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${EVENT_KEY}`\nconst EVENT_DRAG_START = `dragstart${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'\n\nconst SELECTOR_ACTIVE = '.active'\nconst SELECTOR_ITEM = '.carousel-item'\nconst SELECTOR_ACTIVE_ITEM = SELECTOR_ACTIVE + SELECTOR_ITEM\nconst SELECTOR_ITEM_IMG = '.carousel-item img'\nconst SELECTOR_INDICATORS = '.carousel-indicators'\nconst SELECTOR_DATA_SLIDE = '[data-bs-slide], [data-bs-slide-to]'\nconst SELECTOR_DATA_RIDE = '[data-bs-ride=\"carousel\"]'\n\nconst KEY_TO_DIRECTION = {\n  [ARROW_LEFT_KEY]: DIRECTION_RIGHT,\n  [ARROW_RIGHT_KEY]: DIRECTION_LEFT\n}\n\nconst Default = {\n  interval: 5000,\n  keyboard: true,\n  pause: 'hover',\n  ride: false,\n  touch: true,\n  wrap: true\n}\n\nconst DefaultType = {\n  interval: '(number|boolean)', // TODO:v6 remove boolean support\n  keyboard: 'boolean',\n  pause: '(string|boolean)',\n  ride: '(boolean|string)',\n  touch: 'boolean',\n  wrap: 'boolean'\n}\n\n/**\n * Class definition\n */\n\nclass Carousel extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._interval = null\n    this._activeElement = null\n    this._isSliding = false\n    this.touchTimeout = null\n    this._swipeHelper = null\n\n    this._indicatorsElement = SelectorEngine.findOne(SELECTOR_INDICATORS, this._element)\n    this._addEventListeners()\n\n    if (this._config.ride === CLASS_NAME_CAROUSEL) {\n      this.cycle()\n    }\n  }\n\n  // Getters\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  next() {\n    this._slide(ORDER_NEXT)\n  }\n\n  nextWhenVisible() {\n    // FIXME TODO use `document.visibilityState`\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() {\n    if (this._isSliding) {\n      triggerTransitionEnd(this._element)\n    }\n\n    this._clearInterval()\n  }\n\n  cycle() {\n    this._clearInterval()\n    this._updateInterval()\n\n    this._interval = setInterval(() => this.nextWhenVisible(), this._config.interval)\n  }\n\n  _maybeEnableCycle() {\n    if (!this._config.ride) {\n      return\n    }\n\n    if (this._isSliding) {\n      EventHandler.one(this._element, EVENT_SLID, () => this.cycle())\n      return\n    }\n\n    this.cycle()\n  }\n\n  to(index) {\n    const items = this._getItems()\n    if (index > 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    const activeIndex = this._getItemIndex(this._getActive())\n    if (activeIndex === index) {\n      return\n    }\n\n    const order = index > activeIndex ? ORDER_NEXT : ORDER_PREV\n\n    this._slide(order, items[index])\n  }\n\n  dispose() {\n    if (this._swipeHelper) {\n      this._swipeHelper.dispose()\n    }\n\n    super.dispose()\n  }\n\n  // Private\n  _configAfterMerge(config) {\n    config.defaultInterval = config.interval\n    return config\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, () => this.pause())\n      EventHandler.on(this._element, EVENT_MOUSELEAVE, () => this._maybeEnableCycle())\n    }\n\n    if (this._config.touch && Swipe.isSupported()) {\n      this._addTouchEventListeners()\n    }\n  }\n\n  _addTouchEventListeners() {\n    for (const img of SelectorEngine.find(SELECTOR_ITEM_IMG, this._element)) {\n      EventHandler.on(img, EVENT_DRAG_START, event => event.preventDefault())\n    }\n\n    const endCallBack = () => {\n      if (this._config.pause !== 'hover') {\n        return\n      }\n\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(() => this._maybeEnableCycle(), TOUCHEVENT_COMPAT_WAIT + this._config.interval)\n    }\n\n    const swipeConfig = {\n      leftCallback: () => this._slide(this._directionToOrder(DIRECTION_LEFT)),\n      rightCallback: () => this._slide(this._directionToOrder(DIRECTION_RIGHT)),\n      endCallback: endCallBack\n    }\n\n    this._swipeHelper = new Swipe(this._element, swipeConfig)\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(this._directionToOrder(direction))\n    }\n  }\n\n  _getItemIndex(element) {\n    return this._getItems().indexOf(element)\n  }\n\n  _setActiveIndicatorElement(index) {\n    if (!this._indicatorsElement) {\n      return\n    }\n\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 newActiveIndicator = SelectorEngine.findOne(`[data-bs-slide-to=\"${index}\"]`, this._indicatorsElement)\n\n    if (newActiveIndicator) {\n      newActiveIndicator.classList.add(CLASS_NAME_ACTIVE)\n      newActiveIndicator.setAttribute('aria-current', 'true')\n    }\n  }\n\n  _updateInterval() {\n    const element = this._activeElement || this._getActive()\n\n    if (!element) {\n      return\n    }\n\n    const elementInterval = Number.parseInt(element.getAttribute('data-bs-interval'), 10)\n\n    this._config.interval = elementInterval || this._config.defaultInterval\n  }\n\n  _slide(order, element = null) {\n    if (this._isSliding) {\n      return\n    }\n\n    const activeElement = this._getActive()\n    const isNext = order === ORDER_NEXT\n    const nextElement = element || getNextActiveElement(this._getItems(), activeElement, isNext, this._config.wrap)\n\n    if (nextElement === activeElement) {\n      return\n    }\n\n    const nextElementIndex = this._getItemIndex(nextElement)\n\n    const triggerEvent = eventName => {\n      return EventHandler.trigger(this._element, eventName, {\n        relatedTarget: nextElement,\n        direction: this._orderToDirection(order),\n        from: this._getItemIndex(activeElement),\n        to: nextElementIndex\n      })\n    }\n\n    const slideEvent = triggerEvent(EVENT_SLIDE)\n\n    if (slideEvent.defaultPrevented) {\n      return\n    }\n\n    if (!activeElement || !nextElement) {\n      // Some weirdness is happening, so we bail\n      // todo: change tests that use empty divs to avoid this check\n      return\n    }\n\n    const isCycling = Boolean(this._interval)\n    this.pause()\n\n    this._isSliding = true\n\n    this._setActiveIndicatorElement(nextElementIndex)\n    this._activeElement = nextElement\n\n    const directionalClassName = isNext ? CLASS_NAME_START : CLASS_NAME_END\n    const orderClassName = isNext ? CLASS_NAME_NEXT : CLASS_NAME_PREV\n\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      triggerEvent(EVENT_SLID)\n    }\n\n    this._queueCallback(completeCallBack, activeElement, this._isAnimated())\n\n    if (isCycling) {\n      this.cycle()\n    }\n  }\n\n  _isAnimated() {\n    return this._element.classList.contains(CLASS_NAME_SLIDE)\n  }\n\n  _getActive() {\n    return SelectorEngine.findOne(SELECTOR_ACTIVE_ITEM, this._element)\n  }\n\n  _getItems() {\n    return SelectorEngine.find(SELECTOR_ITEM, this._element)\n  }\n\n  _clearInterval() {\n    if (this._interval) {\n      clearInterval(this._interval)\n      this._interval = null\n    }\n  }\n\n  _directionToOrder(direction) {\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 (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  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Carousel.getOrCreateInstance(this, config)\n\n      if (typeof config === 'number') {\n        data.to(config)\n        return\n      }\n\n      if (typeof config === 'string') {\n        if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n          throw new TypeError(`No method named \"${config}\"`)\n        }\n\n        data[config]()\n      }\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_SLIDE, function (event) {\n  const target = getElementFromSelector(this)\n\n  if (!target || !target.classList.contains(CLASS_NAME_CAROUSEL)) {\n    return\n  }\n\n  event.preventDefault()\n\n  const carousel = Carousel.getOrCreateInstance(target)\n  const slideIndex = this.getAttribute('data-bs-slide-to')\n\n  if (slideIndex) {\n    carousel.to(slideIndex)\n    carousel._maybeEnableCycle()\n    return\n  }\n\n  if (Manipulator.getDataAttribute(this, 'slide') === 'next') {\n    carousel.next()\n    carousel._maybeEnableCycle()\n    return\n  }\n\n  carousel.prev()\n  carousel._maybeEnableCycle()\n})\n\nEventHandler.on(window, EVENT_LOAD_DATA_API, () => {\n  const carousels = SelectorEngine.find(SELECTOR_DATA_RIDE)\n\n  for (const carousel of carousels) {\n    Carousel.getOrCreateInstance(carousel)\n  }\n})\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Carousel)\n\nexport default Carousel\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): collapse.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport {\n  defineJQueryPlugin,\n  getElement,\n  getElementFromSelector,\n  getSelectorFromElement,\n  reflow\n} from './util/index'\nimport EventHandler from './dom/event-handler'\nimport SelectorEngine from './dom/selector-engine'\nimport BaseComponent from './base-component'\n\n/**\n * Constants\n */\n\nconst NAME = 'collapse'\nconst DATA_KEY = 'bs.collapse'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst EVENT_SHOW = `show${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}${DATA_API_KEY}`\n\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_COLLAPSE = 'collapse'\nconst CLASS_NAME_COLLAPSING = 'collapsing'\nconst CLASS_NAME_COLLAPSED = 'collapsed'\nconst CLASS_NAME_DEEPER_CHILDREN = `:scope .${CLASS_NAME_COLLAPSE} .${CLASS_NAME_COLLAPSE}`\nconst CLASS_NAME_HORIZONTAL = 'collapse-horizontal'\n\nconst WIDTH = 'width'\nconst HEIGHT = 'height'\n\nconst SELECTOR_ACTIVES = '.collapse.show, .collapse.collapsing'\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"collapse\"]'\n\nconst Default = {\n  parent: null,\n  toggle: true\n}\n\nconst DefaultType = {\n  parent: '(null|element)',\n  toggle: 'boolean'\n}\n\n/**\n * Class definition\n */\n\nclass Collapse extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._isTransitioning = false\n    this._triggerArray = []\n\n    const toggleList = SelectorEngine.find(SELECTOR_DATA_TOGGLE)\n\n    for (const elem of toggleList) {\n      const selector = getSelectorFromElement(elem)\n      const filterElement = SelectorEngine.find(selector)\n        .filter(foundElement => foundElement === this._element)\n\n      if (selector !== null && filterElement.length) {\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  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  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 activeChildren = []\n\n    // find active children\n    if (this._config.parent) {\n      activeChildren = this._getFirstLevelChildren(SELECTOR_ACTIVES)\n        .filter(element => element !== this._element)\n        .map(element => Collapse.getOrCreateInstance(element, { toggle: false }))\n    }\n\n    if (activeChildren.length && activeChildren[0]._isTransitioning) {\n      return\n    }\n\n    const startEvent = EventHandler.trigger(this._element, EVENT_SHOW)\n    if (startEvent.defaultPrevented) {\n      return\n    }\n\n    for (const activeInstance of activeChildren) {\n      activeInstance.hide()\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    for (const trigger of this._triggerArray) {\n      const element = getElementFromSelector(trigger)\n\n      if (element && !this._isShown(element)) {\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  _configAfterMerge(config) {\n    config.toggle = Boolean(config.toggle) // Coerce string values\n    config.parent = getElement(config.parent)\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 = this._getFirstLevelChildren(SELECTOR_DATA_TOGGLE)\n\n    for (const element of children) {\n      const selected = getElementFromSelector(element)\n\n      if (selected) {\n        this._addAriaAndCollapsedClass([element], this._isShown(selected))\n      }\n    }\n  }\n\n  _getFirstLevelChildren(selector) {\n    const children = SelectorEngine.find(CLASS_NAME_DEEPER_CHILDREN, this._config.parent)\n    // remove children if greater depth\n    return SelectorEngine.find(selector, this._config.parent).filter(element => !children.includes(element))\n  }\n\n  _addAriaAndCollapsedClass(triggerArray, isOpen) {\n    if (!triggerArray.length) {\n      return\n    }\n\n    for (const element of triggerArray) {\n      element.classList.toggle(CLASS_NAME_COLLAPSED, !isOpen)\n      element.setAttribute('aria-expanded', isOpen)\n    }\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    const _config = {}\n    if (typeof config === 'string' && /show|hide/.test(config)) {\n      _config.toggle = false\n    }\n\n    return this.each(function () {\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 * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  // preventDefault only for <a> 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  for (const element of selectorElements) {\n    Collapse.getOrCreateInstance(element, { toggle: false }).toggle()\n  }\n})\n\n/**\n * jQuery\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}","export var max = Math.max;\nexport var min = Math.min;\nexport var round = Math.round;","export default function getUAString() {\n  var uaData = navigator.userAgentData;\n\n  if (uaData != null && uaData.brands) {\n    return uaData.brands.map(function (item) {\n      return item.brand + \"/\" + item.version;\n    }).join(' ');\n  }\n\n  return navigator.userAgent;\n}","import getUAString from \"../utils/userAgent.js\";\nexport default function isLayoutViewport() {\n  return !/^((?!chrome|android).)*safari/i.test(getUAString());\n}","import { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport { round } from \"../utils/math.js\";\nimport getWindow from \"./getWindow.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getBoundingClientRect(element, includeScale, isFixedStrategy) {\n  if (includeScale === void 0) {\n    includeScale = false;\n  }\n\n  if (isFixedStrategy === void 0) {\n    isFixedStrategy = false;\n  }\n\n  var clientRect = element.getBoundingClientRect();\n  var scaleX = 1;\n  var scaleY = 1;\n\n  if (includeScale && isHTMLElement(element)) {\n    scaleX = element.offsetWidth > 0 ? round(clientRect.width) / element.offsetWidth || 1 : 1;\n    scaleY = element.offsetHeight > 0 ? round(clientRect.height) / element.offsetHeight || 1 : 1;\n  }\n\n  var _ref = isElement(element) ? getWindow(element) : window,\n      visualViewport = _ref.visualViewport;\n\n  var addVisualOffsets = !isLayoutViewport() && isFixedStrategy;\n  var x = (clientRect.left + (addVisualOffsets && visualViewport ? visualViewport.offsetLeft : 0)) / scaleX;\n  var y = (clientRect.top + (addVisualOffsets && visualViewport ? visualViewport.offsetTop : 0)) / scaleY;\n  var width = clientRect.width / scaleX;\n  var height = clientRect.height / scaleY;\n  return {\n    width: width,\n    height: height,\n    top: y,\n    right: x + width,\n    bottom: y + height,\n    left: x,\n    x: x,\n    y: y\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, isShadowRoot } from \"./instanceOf.js\";\nimport isTableElement from \"./isTableElement.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getUAString from \"../utils/userAgent.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 = /firefox/i.test(getUAString());\n  var isIE = /Trident/i.test(getUAString());\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  if (isShadowRoot(currentNode)) {\n    currentNode = currentNode.host;\n  }\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}","import { max as mathMax, min as mathMin } from \"./math.js\";\nexport function within(min, value, max) {\n  return mathMax(min, mathMin(value, max));\n}\nexport function withinMaxClamp(min, value, max) {\n  var v = within(min, value, max);\n  return v > max ? max : v;\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};","export default function getVariation(placement) {\n  return placement.split('-')[1];\n}","import { top, left, right, bottom, end } 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 getVariation from \"../utils/getVariation.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(x * dpr) / dpr || 0,\n    y: 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      variation = _ref2.variation,\n      offsets = _ref2.offsets,\n      position = _ref2.position,\n      gpuAcceleration = _ref2.gpuAcceleration,\n      adaptive = _ref2.adaptive,\n      roundOffsets = _ref2.roundOffsets,\n      isFixed = _ref2.isFixed;\n  var _offsets$x = offsets.x,\n      x = _offsets$x === void 0 ? 0 : _offsets$x,\n      _offsets$y = offsets.y,\n      y = _offsets$y === void 0 ? 0 : _offsets$y;\n\n  var _ref3 = typeof roundOffsets === 'function' ? roundOffsets({\n    x: x,\n    y: y\n  }) : {\n    x: x,\n    y: y\n  };\n\n  x = _ref3.x;\n  y = _ref3.y;\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' && position === 'absolute') {\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 || (placement === left || placement === right) && variation === end) {\n      sideY = bottom;\n      var offsetY = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.height : // $FlowFixMe[prop-missing]\n      offsetParent[heightProp];\n      y -= offsetY - popperRect.height;\n      y *= gpuAcceleration ? 1 : -1;\n    }\n\n    if (placement === left || (placement === top || placement === bottom) && variation === end) {\n      sideX = right;\n      var offsetX = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.width : // $FlowFixMe[prop-missing]\n      offsetParent[widthProp];\n      x -= offsetX - popperRect.width;\n      x *= gpuAcceleration ? 1 : -1;\n    }\n  }\n\n  var commonStyles = Object.assign({\n    position: position\n  }, adaptive && unsetSides);\n\n  var _ref4 = roundOffsets === true ? roundOffsetsByDPR({\n    x: x,\n    y: y\n  }) : {\n    x: x,\n    y: y\n  };\n\n  x = _ref4.x;\n  y = _ref4.y;\n\n  if (gpuAcceleration) {\n    var _Object$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) <= 1 ? \"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(_ref5) {\n  var state = _ref5.state,\n      options = _ref5.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    variation: getVariation(state.placement),\n    popper: state.elements.popper,\n    popperRect: state.rects.popper,\n    gpuAcceleration: gpuAcceleration,\n    isFixed: state.options.strategy === 'fixed'\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 <html> 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 <html>\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 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    // $FlowFixMe[incompatible-return]: assume body is always available\n    return node.ownerDocument.body;\n  }\n\n  if (isHTMLElement(node) && isScrollParent(node)) {\n    return node;\n  }\n\n  return getScrollParent(getParentNode(node));\n}","import getScrollParent from \"./getScrollParent.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getWindow from \"./getWindow.js\";\nimport isScrollParent from \"./isScrollParent.js\";\n/*\ngiven a DOM element, return the list of all scroll parents, up the list of ancesors\nuntil we get to the top window object. This list is what we attach scroll listeners\nto, because if any of these parent elements scroll, we'll need to re-calculate the\nreference element's position.\n*/\n\nexport default function listScrollParents(element, list) {\n  var _element$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}","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, strategy) {\n  var rect = getBoundingClientRect(element, false, strategy === 'fixed');\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, strategy) {\n  return clippingParent === viewport ? rectToClientRect(getViewportRect(element, strategy)) : isElement(clippingParent) ? getInnerBoundingClientRect(clippingParent, strategy) : 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, strategy) {\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, strategy);\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, strategy));\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\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getViewportRect(element, strategy) {\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;\n\n  if (visualViewport) {\n    width = visualViewport.width;\n    height = visualViewport.height;\n    var layoutViewport = isLayoutViewport();\n\n    if (layoutViewport || !layoutViewport && strategy === 'fixed') {\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 `<html>` and `<body>` 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}","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 getClippingRect from \"../dom-utils/getClippingRect.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getBoundingClientRect from \"../dom-utils/getBoundingClientRect.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$placement,\n      _options$strategy = _options.strategy,\n      strategy = _options$strategy === void 0 ? state.strategy : _options$strategy,\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 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, strategy);\n  var referenceClientRect = getBoundingClientRect(state.elements.reference);\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\"; // eslint-disable-next-line import/no-unused-modules\n\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$placement.y;\n\n  if (state.modifiersData.popperOffsets != null) {\n    state.modifiersData.popperOffsets.x += x;\n    state.modifiersData.popperOffsets.y += y;\n  }\n\n  state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'offset',\n  enabled: true,\n  phase: 'main',\n  requires: ['popperOffsets'],\n  fn: offset\n};","import computeOffsets from \"../utils/computeOffsets.js\";\n\nfunction popperOffsets(_ref) {\n  var state = _ref.state,\n      name = _ref.name;\n  // Offsets are the actual position the popper needs to have to be\n  // properly positioned near its reference element\n  // This is the most basic placement, and will be adjusted by\n  // the modifiers in the next step\n  state.modifiersData[name] = computeOffsets({\n    reference: state.rects.reference,\n    element: state.rects.popper,\n    strategy: 'absolute',\n    placement: state.placement\n  });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'popperOffsets',\n  enabled: true,\n  phase: 'read',\n  fn: popperOffsets,\n  data: {}\n};","import { top, left, right, bottom, start } from \"../enums.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport getAltAxis from \"../utils/getAltAxis.js\";\nimport { within, withinMaxClamp } from \"../utils/within.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport getFreshSideObject from \"../utils/getFreshSideObject.js\";\nimport { min as mathMin, max as mathMax } from \"../utils/math.js\";\n\nfunction preventOverflow(_ref) {\n  var state = _ref.state,\n      options = _ref.options,\n      name = _ref.name;\n  var _options$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$tetherOffset;\n  var overflow = detectOverflow(state, {\n    boundary: boundary,\n    rootBoundary: rootBoundary,\n    padding: padding,\n    altBoundary: altBoundary\n  });\n  var basePlacement = getBasePlacement(state.placement);\n  var variation = getVariation(state.placement);\n  var isBasePlacement = !variation;\n  var mainAxis = getMainAxisFromPlacement(basePlacement);\n  var altAxis = getAltAxis(mainAxis);\n  var popperOffsets = state.modifiersData.popperOffsets;\n  var referenceRect = state.rects.reference;\n  var popperRect = state.rects.popper;\n  var tetherOffsetValue = typeof tetherOffset === 'function' ? tetherOffset(Object.assign({}, state.rects, {\n    placement: state.placement\n  })) : tetherOffset;\n  var normalizedTetherOffsetValue = typeof tetherOffsetValue === 'number' ? {\n    mainAxis: tetherOffsetValue,\n    altAxis: tetherOffsetValue\n  } : Object.assign({\n    mainAxis: 0,\n    altAxis: 0\n  }, tetherOffsetValue);\n  var offsetModifierState = state.modifiersData.offset ? state.modifiersData.offset[state.placement] : null;\n  var data = {\n    x: 0,\n    y: 0\n  };\n\n  if (!popperOffsets) {\n    return;\n  }\n\n  if (checkMainAxis) {\n    var _offsetModifierState$;\n\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 = offset + overflow[mainSide];\n    var max = offset - 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 - normalizedTetherOffsetValue.mainAxis : minLen - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis;\n    var maxOffset = isBasePlacement ? -referenceRect[len] / 2 + additive + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis : maxLen + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis;\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 = (_offsetModifierState$ = offsetModifierState == null ? void 0 : offsetModifierState[mainAxis]) != null ? _offsetModifierState$ : 0;\n    var tetherMin = offset + minOffset - offsetModifierValue - clientOffset;\n    var tetherMax = offset + maxOffset - offsetModifierValue;\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 _offsetModifierState$2;\n\n    var _mainSide = mainAxis === 'x' ? top : left;\n\n    var _altSide = mainAxis === 'x' ? bottom : right;\n\n    var _offset = popperOffsets[altAxis];\n\n    var _len = altAxis === 'y' ? 'height' : 'width';\n\n    var _min = _offset + overflow[_mainSide];\n\n    var _max = _offset - overflow[_altSide];\n\n    var isOriginSide = [top, left].indexOf(basePlacement) !== -1;\n\n    var _offsetModifierValue = (_offsetModifierState$2 = offsetModifierState == null ? void 0 : offsetModifierState[altAxis]) != null ? _offsetModifierState$2 : 0;\n\n    var _tetherMin = isOriginSide ? _min : _offset - referenceRect[_len] - popperRect[_len] - _offsetModifierValue + normalizedTetherOffsetValue.altAxis;\n\n    var _tetherMax = isOriginSide ? _offset + referenceRect[_len] + popperRect[_len] - _offsetModifierValue - normalizedTetherOffsetValue.altAxis : _max;\n\n    var _preventedOffset = tether && isOriginSide ? withinMaxClamp(_tetherMin, _offset, _tetherMax) : within(tether ? _tetherMin : _min, _offset, tether ? _tetherMax : _max);\n\n    popperOffsets[altAxis] = _preventedOffset;\n    data[altAxis] = _preventedOffset - _offset;\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\";\nimport { round } from \"../utils/math.js\";\n\nfunction isElementScaled(element) {\n  var rect = element.getBoundingClientRect();\n  var scaleX = round(rect.width) / element.offsetWidth || 1;\n  var scaleY = round(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, isFixed);\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 { 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 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(setOptionsAction) {\n        var options = typeof setOptionsAction === 'function' ? setOptionsAction(state.options) : setOptionsAction;\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 { 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 (v5.2.2): dropdown.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport * as Popper from '@popperjs/core'\nimport {\n  defineJQueryPlugin,\n  getElement,\n  getNextActiveElement,\n  isDisabled,\n  isElement,\n  isRTL,\n  isVisible,\n  noop\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 * Constants\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 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 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_DROPUP_CENTER = 'dropup-center'\nconst CLASS_NAME_DROPDOWN_CENTER = 'dropdown-center'\n\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"dropdown\"]:not(.disabled):not(:disabled)'\nconst SELECTOR_DATA_TOGGLE_SHOWN = `${SELECTOR_DATA_TOGGLE}.${CLASS_NAME_SHOW}`\nconst SELECTOR_MENU = '.dropdown-menu'\nconst SELECTOR_NAVBAR = '.navbar'\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'\nconst PLACEMENT_TOPCENTER = 'top'\nconst PLACEMENT_BOTTOMCENTER = 'bottom'\n\nconst Default = {\n  autoClose: true,\n  boundary: 'clippingParents',\n  display: 'dynamic',\n  offset: [0, 2],\n  popperConfig: null,\n  reference: 'toggle'\n}\n\nconst DefaultType = {\n  autoClose: '(boolean|string)',\n  boundary: '(string|element)',\n  display: 'string',\n  offset: '(array|string|function)',\n  popperConfig: '(null|object|function)',\n  reference: '(string|element|object)'\n}\n\n/**\n * Class definition\n */\n\nclass Dropdown extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._popper = null\n    this._parent = this._element.parentNode // dropdown wrapper\n    // todo: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.2/forms/input-group/\n    this._menu = SelectorEngine.next(this._element, SELECTOR_MENU)[0] ||\n      SelectorEngine.prev(this._element, SELECTOR_MENU)[0] ||\n      SelectorEngine.findOne(SELECTOR_MENU, this._parent)\n    this._inNavbar = this._detectNavbar()\n  }\n\n  // Getters\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  toggle() {\n    return this._isShown() ? this.hide() : this.show()\n  }\n\n  show() {\n    if (isDisabled(this._element) || this._isShown()) {\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    this._createPopper()\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 && !this._parent.closest(SELECTOR_NAVBAR_NAV)) {\n      for (const element of [].concat(...document.body.children)) {\n        EventHandler.on(element, 'mouseover', noop)\n      }\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()) {\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  _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      for (const element of [].concat(...document.body.children)) {\n        EventHandler.off(element, 'mouseover', noop)\n      }\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 = super._getConfig(config)\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() {\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 = this._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    this._popper = Popper.createPopper(referenceElement, this._menu, popperConfig)\n  }\n\n  _isShown() {\n    return this._menu.classList.contains(CLASS_NAME_SHOW)\n  }\n\n  _getPlacement() {\n    const parentDropdown = this._parent\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    if (parentDropdown.classList.contains(CLASS_NAME_DROPUP_CENTER)) {\n      return PLACEMENT_TOPCENTER\n    }\n\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPDOWN_CENTER)) {\n      return PLACEMENT_BOTTOMCENTER\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(SELECTOR_NAVBAR) !== null\n  }\n\n  _getOffset() {\n    const { offset } = this._config\n\n    if (typeof offset === 'string') {\n      return offset.split(',').map(value => Number.parseInt(value, 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 or Dropdown is in Navbar\n    if (this._inNavbar || this._config.display === 'static') {\n      Manipulator.setDataAttribute(this._menu, 'popper', 'static') // todo:v6 remove\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(element => isVisible(element))\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  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.button === RIGHT_MOUSE_BUTTON || (event.type === 'keyup' && event.key !== TAB_KEY)) {\n      return\n    }\n\n    const openToggles = SelectorEngine.find(SELECTOR_DATA_TOGGLE_SHOWN)\n\n    for (const toggle of openToggles) {\n      const context = Dropdown.getInstance(toggle)\n      if (!context || context._config.autoClose === false) {\n        continue\n      }\n\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      const relatedTarget = { relatedTarget: context._element }\n\n      if (event.type === 'click') {\n        relatedTarget.clickEvent = event\n      }\n\n      context._completeHide(relatedTarget)\n    }\n  }\n\n  static dataApiKeydownHandler(event) {\n    // If not an UP | DOWN | ESCAPE key => not a dropdown command\n    // If input/textarea && if key is other than ESCAPE => not a dropdown command\n\n    const isInput = /input|textarea/i.test(event.target.tagName)\n    const isEscapeEvent = event.key === ESCAPE_KEY\n    const isUpOrDownEvent = [ARROW_UP_KEY, ARROW_DOWN_KEY].includes(event.key)\n\n    if (!isUpOrDownEvent && !isEscapeEvent) {\n      return\n    }\n\n    if (isInput && !isEscapeEvent) {\n      return\n    }\n\n    event.preventDefault()\n\n    // todo: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.2/forms/input-group/\n    const getToggleButton = this.matches(SELECTOR_DATA_TOGGLE) ?\n      this :\n      (SelectorEngine.prev(this, SELECTOR_DATA_TOGGLE)[0] ||\n        SelectorEngine.next(this, SELECTOR_DATA_TOGGLE)[0] ||\n        SelectorEngine.findOne(SELECTOR_DATA_TOGGLE, event.delegateTarget.parentNode))\n\n    const instance = Dropdown.getOrCreateInstance(getToggleButton)\n\n    if (isUpOrDownEvent) {\n      event.stopPropagation()\n      instance.show()\n      instance._selectMenuItem(event)\n      return\n    }\n\n    if (instance._isShown()) { // else is escape and we check if it is shown\n      event.stopPropagation()\n      instance.hide()\n      getToggleButton.focus()\n    }\n  }\n}\n\n/**\n * Data API implementation\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 * jQuery\n */\n\ndefineJQueryPlugin(Dropdown)\n\nexport default Dropdown\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): 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\n/**\n * Constants\n */\n\nconst SELECTOR_FIXED_CONTENT = '.fixed-top, .fixed-bottom, .is-fixed, .sticky-top'\nconst SELECTOR_STICKY_CONTENT = '.sticky-top'\nconst PROPERTY_PADDING = 'padding-right'\nconst PROPERTY_MARGIN = 'margin-right'\n\n/**\n * Class definition\n */\n\nclass ScrollBarHelper {\n  constructor() {\n    this._element = document.body\n  }\n\n  // Public\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, PROPERTY_PADDING, 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, PROPERTY_PADDING, calculatedValue => calculatedValue + width)\n    this._setElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN, calculatedValue => calculatedValue - width)\n  }\n\n  reset() {\n    this._resetElementAttributes(this._element, 'overflow')\n    this._resetElementAttributes(this._element, PROPERTY_PADDING)\n    this._resetElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING)\n    this._resetElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN)\n  }\n\n  isOverflowing() {\n    return this.getWidth() > 0\n  }\n\n  // Private\n  _disableOverFlow() {\n    this._saveInitialAttribute(this._element, 'overflow')\n    this._element.style.overflow = 'hidden'\n  }\n\n  _setElementAttributes(selector, styleProperty, 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, styleProperty)\n      const calculatedValue = window.getComputedStyle(element).getPropertyValue(styleProperty)\n      element.style.setProperty(styleProperty, `${callback(Number.parseFloat(calculatedValue))}px`)\n    }\n\n    this._applyManipulationCallback(selector, manipulationCallBack)\n  }\n\n  _saveInitialAttribute(element, styleProperty) {\n    const actualValue = element.style.getPropertyValue(styleProperty)\n    if (actualValue) {\n      Manipulator.setDataAttribute(element, styleProperty, actualValue)\n    }\n  }\n\n  _resetElementAttributes(selector, styleProperty) {\n    const manipulationCallBack = element => {\n      const value = Manipulator.getDataAttribute(element, styleProperty)\n      // We only want to remove the property if the value is `null`; the value can also be zero\n      if (value === null) {\n        element.style.removeProperty(styleProperty)\n        return\n      }\n\n      Manipulator.removeDataAttribute(element, styleProperty)\n      element.style.setProperty(styleProperty, value)\n    }\n\n    this._applyManipulationCallback(selector, manipulationCallBack)\n  }\n\n  _applyManipulationCallback(selector, callBack) {\n    if (isElement(selector)) {\n      callBack(selector)\n      return\n    }\n\n    for (const sel of SelectorEngine.find(selector, this._element)) {\n      callBack(sel)\n    }\n  }\n}\n\nexport default ScrollBarHelper\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): util/backdrop.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport EventHandler from '../dom/event-handler'\nimport { execute, executeAfterTransition, getElement, reflow } from './index'\nimport Config from './config'\n\n/**\n * Constants\n */\n\nconst NAME = 'backdrop'\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_SHOW = 'show'\nconst EVENT_MOUSEDOWN = `mousedown.bs.${NAME}`\n\nconst Default = {\n  className: 'modal-backdrop',\n  clickCallback: null,\n  isAnimated: false,\n  isVisible: true, // if false, we use the backdrop helper without adding any element to the dom\n  rootElement: 'body' // give the choice to place backdrop under different elements\n}\n\nconst DefaultType = {\n  className: 'string',\n  clickCallback: '(function|null)',\n  isAnimated: 'boolean',\n  isVisible: 'boolean',\n  rootElement: '(element|string)'\n}\n\n/**\n * Class definition\n */\n\nclass Backdrop extends Config {\n  constructor(config) {\n    super()\n    this._config = this._getConfig(config)\n    this._isAppended = false\n    this._element = null\n  }\n\n  // Getters\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  show(callback) {\n    if (!this._config.isVisible) {\n      execute(callback)\n      return\n    }\n\n    this._append()\n\n    const element = this._getElement()\n    if (this._config.isAnimated) {\n      reflow(element)\n    }\n\n    element.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  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  // Private\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  _configAfterMerge(config) {\n    // use getElement() with the default \"body\" to get a fresh Element on each instantiation\n    config.rootElement = getElement(config.rootElement)\n    return config\n  }\n\n  _append() {\n    if (this._isAppended) {\n      return\n    }\n\n    const element = this._getElement()\n    this._config.rootElement.append(element)\n\n    EventHandler.on(element, EVENT_MOUSEDOWN, () => {\n      execute(this._config.clickCallback)\n    })\n\n    this._isAppended = true\n  }\n\n  _emulateAnimation(callback) {\n    executeAfterTransition(callback, this._getElement(), this._config.isAnimated)\n  }\n}\n\nexport default Backdrop\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): util/focustrap.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport EventHandler from '../dom/event-handler'\nimport SelectorEngine from '../dom/selector-engine'\nimport Config from './config'\n\n/**\n * Constants\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\nconst Default = {\n  autofocus: true,\n  trapElement: null // The element to trap focus inside of\n}\n\nconst DefaultType = {\n  autofocus: 'boolean',\n  trapElement: 'element'\n}\n\n/**\n * Class definition\n */\n\nclass FocusTrap extends Config {\n  constructor(config) {\n    super()\n    this._config = this._getConfig(config)\n    this._isActive = false\n    this._lastTabNavDirection = null\n  }\n\n  // Getters\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  activate() {\n    if (this._isActive) {\n      return\n    }\n\n    if (this._config.autofocus) {\n      this._config.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  _handleFocusin(event) {\n    const { trapElement } = this._config\n\n    if (event.target === document || event.target === trapElement || trapElement.contains(event.target)) {\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\nexport default FocusTrap\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): modal.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { defineJQueryPlugin, getElementFromSelector, isRTL, isVisible, reflow } from './util/index'\nimport EventHandler from './dom/event-handler'\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 * Constants\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 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${EVENT_KEY}`\nconst EVENT_MOUSEDOWN_DISMISS = `mousedown.dismiss${EVENT_KEY}`\nconst EVENT_KEYDOWN_DISMISS = `keydown.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 OPEN_SELECTOR = '.modal.show'\nconst SELECTOR_DIALOG = '.modal-dialog'\nconst SELECTOR_MODAL_BODY = '.modal-body'\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"modal\"]'\n\nconst Default = {\n  backdrop: true,\n  focus: true,\n  keyboard: true\n}\n\nconst DefaultType = {\n  backdrop: '(boolean|string)',\n  focus: 'boolean',\n  keyboard: 'boolean'\n}\n\n/**\n * Class definition\n */\n\nclass Modal extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\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._isTransitioning = false\n    this._scrollBar = new ScrollBarHelper()\n\n    this._addEventListeners()\n  }\n\n  // Getters\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  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    this._isTransitioning = true\n\n    this._scrollBar.hide()\n\n    document.body.classList.add(CLASS_NAME_OPEN)\n\n    this._adjustDialog()\n\n    this._backdrop.show(() => 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    this._isTransitioning = true\n    this._focustrap.deactivate()\n\n    this._element.classList.remove(CLASS_NAME_SHOW)\n\n    this._queueCallback(() => this._hideModal(), this._element, this._isAnimated())\n  }\n\n  dispose() {\n    for (const htmlElement of [window, this._dialog]) {\n      EventHandler.off(htmlElement, EVENT_KEY)\n    }\n\n    this._backdrop.dispose()\n    this._focustrap.deactivate()\n    super.dispose()\n  }\n\n  handleUpdate() {\n    this._adjustDialog()\n  }\n\n  // Private\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  _showElement(relatedTarget) {\n    // try to append dynamic modal\n    if (!document.body.contains(this._element)) {\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    const modalBody = SelectorEngine.findOne(SELECTOR_MODAL_BODY, this._dialog)\n    if (modalBody) {\n      modalBody.scrollTop = 0\n    }\n\n    reflow(this._element)\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, this._isAnimated())\n  }\n\n  _addEventListeners() {\n    EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS, event => {\n      if (event.key !== ESCAPE_KEY) {\n        return\n      }\n\n      if (this._config.keyboard) {\n        event.preventDefault()\n        this.hide()\n        return\n      }\n\n      this._triggerBackdropTransition()\n    })\n\n    EventHandler.on(window, EVENT_RESIZE, () => {\n      if (this._isShown && !this._isTransitioning) {\n        this._adjustDialog()\n      }\n    })\n\n    EventHandler.on(this._element, EVENT_MOUSEDOWN_DISMISS, event => {\n      // a bad trick to segregate clicks that may start inside dialog but end outside, and avoid listen to scrollbar clicks\n      EventHandler.one(this._element, EVENT_CLICK_DISMISS, event2 => {\n        if (this._element !== event.target || this._element !== event2.target) {\n          return\n        }\n\n        if (this._config.backdrop === 'static') {\n          this._triggerBackdropTransition()\n          return\n        }\n\n        if (this._config.backdrop) {\n          this.hide()\n        }\n      })\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\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  _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 isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight\n    const initialOverflowY = this._element.style.overflowY\n    // return if the following background transition hasn't yet completed\n    if (initialOverflowY === 'hidden' || this._element.classList.contains(CLASS_NAME_STATIC)) {\n      return\n    }\n\n    if (!isModalOverflowing) {\n      this._element.style.overflowY = 'hidden'\n    }\n\n    this._element.classList.add(CLASS_NAME_STATIC)\n    this._queueCallback(() => {\n      this._element.classList.remove(CLASS_NAME_STATIC)\n      this._queueCallback(() => {\n        this._element.style.overflowY = initialOverflowY\n      }, this._dialog)\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) {\n      const property = isRTL() ? 'paddingLeft' : 'paddingRight'\n      this._element.style[property] = `${scrollbarWidth}px`\n    }\n\n    if (!isBodyOverflowing && isModalOverflowing) {\n      const property = isRTL() ? 'paddingRight' : 'paddingLeft'\n      this._element.style[property] = `${scrollbarWidth}px`\n    }\n  }\n\n  _resetAdjustments() {\n    this._element.style.paddingLeft = ''\n    this._element.style.paddingRight = ''\n  }\n\n  // Static\n  static jQueryInterface(config, relatedTarget) {\n    return this.each(function () {\n      const data = Modal.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config](relatedTarget)\n    })\n  }\n}\n\n/**\n * Data API implementation\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  // avoid conflict when clicking modal toggler while another one is open\n  const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR)\n  if (alreadyOpen) {\n    Modal.getInstance(alreadyOpen).hide()\n  }\n\n  const data = Modal.getOrCreateInstance(target)\n\n  data.toggle(this)\n})\n\nenableDismissTrigger(Modal)\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Modal)\n\nexport default Modal\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): offcanvas.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport {\n  defineJQueryPlugin,\n  getElementFromSelector,\n  isDisabled,\n  isVisible\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 Backdrop from './util/backdrop'\nimport FocusTrap from './util/focustrap'\nimport { enableDismissTrigger } from './util/component-functions'\n\n/**\n * Constants\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}${DATA_API_KEY}`\nconst ESCAPE_KEY = 'Escape'\n\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_SHOWING = 'showing'\nconst CLASS_NAME_HIDING = 'hiding'\nconst CLASS_NAME_BACKDROP = 'offcanvas-backdrop'\nconst OPEN_SELECTOR = '.offcanvas.show'\n\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDE_PREVENTED = `hidePrevented${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_RESIZE = `resize${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\nconst EVENT_KEYDOWN_DISMISS = `keydown.dismiss${EVENT_KEY}`\n\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"offcanvas\"]'\n\nconst Default = {\n  backdrop: true,\n  keyboard: true,\n  scroll: false\n}\n\nconst DefaultType = {\n  backdrop: '(boolean|string)',\n  keyboard: 'boolean',\n  scroll: 'boolean'\n}\n\n/**\n * Class definition\n */\n\nclass Offcanvas extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._isShown = false\n    this._backdrop = this._initializeBackDrop()\n    this._focustrap = this._initializeFocusTrap()\n    this._addEventListeners()\n  }\n\n  // Getters\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  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._backdrop.show()\n\n    if (!this._config.scroll) {\n      new ScrollBarHelper().hide()\n    }\n\n    this._element.setAttribute('aria-modal', true)\n    this._element.setAttribute('role', 'dialog')\n    this._element.classList.add(CLASS_NAME_SHOWING)\n\n    const completeCallBack = () => {\n      if (!this._config.scroll || this._config.backdrop) {\n        this._focustrap.activate()\n      }\n\n      this._element.classList.add(CLASS_NAME_SHOW)\n      this._element.classList.remove(CLASS_NAME_SHOWING)\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.add(CLASS_NAME_HIDING)\n    this._backdrop.hide()\n\n    const completeCallback = () => {\n      this._element.classList.remove(CLASS_NAME_SHOW, CLASS_NAME_HIDING)\n      this._element.removeAttribute('aria-modal')\n      this._element.removeAttribute('role')\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  _initializeBackDrop() {\n    const clickCallback = () => {\n      if (this._config.backdrop === 'static') {\n        EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED)\n        return\n      }\n\n      this.hide()\n    }\n\n    // 'static' option will be translated to true, and booleans will keep their value\n    const isVisible = Boolean(this._config.backdrop)\n\n    return new Backdrop({\n      className: CLASS_NAME_BACKDROP,\n      isVisible,\n      isAnimated: true,\n      rootElement: this._element.parentNode,\n      clickCallback: isVisible ? clickCallback : null\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 (event.key !== ESCAPE_KEY) {\n        return\n      }\n\n      if (!this._config.keyboard) {\n        EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED)\n        return\n      }\n\n      this.hide()\n    })\n  }\n\n  // Static\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 \"${config}\"`)\n      }\n\n      data[config](this)\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  const target = getElementFromSelector(this)\n\n  if (['A', 'AREA'].includes(this.tagName)) {\n    event.preventDefault()\n  }\n\n  if (isDisabled(this)) {\n    return\n  }\n\n  EventHandler.one(target, EVENT_HIDDEN, () => {\n    // focus on trigger when it is closed\n    if (isVisible(this)) {\n      this.focus()\n    }\n  })\n\n  // avoid conflict when clicking a toggler of an offcanvas, while another is open\n  const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR)\n  if (alreadyOpen && alreadyOpen !== target) {\n    Offcanvas.getInstance(alreadyOpen).hide()\n  }\n\n  const data = Offcanvas.getOrCreateInstance(target)\n  data.toggle(this)\n})\n\nEventHandler.on(window, EVENT_LOAD_DATA_API, () => {\n  for (const selector of SelectorEngine.find(OPEN_SELECTOR)) {\n    Offcanvas.getOrCreateInstance(selector).show()\n  }\n})\n\nEventHandler.on(window, EVENT_RESIZE, () => {\n  for (const element of SelectorEngine.find('[aria-modal][class*=show][class*=offcanvas-]')) {\n    if (getComputedStyle(element).position !== 'fixed') {\n      Offcanvas.getOrCreateInstance(element).hide()\n    }\n  }\n})\n\nenableDismissTrigger(Offcanvas)\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Offcanvas)\n\nexport default Offcanvas\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): util/sanitizer.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst uriAttributes = new Set([\n  'background',\n  'cite',\n  'href',\n  'itemtype',\n  'longdesc',\n  'poster',\n  'src',\n  'xlink:href'\n])\n\nconst ARIA_ATTRIBUTE_PATTERN = /^aria-[\\w-]*$/i\n\n/**\n * A pattern that recognizes a commonly useful subset of URLs that are safe.\n *\n * Shout-out to Angular https://github.com/angular/angular/blob/12.2.x/packages/core/src/sanitization/url_sanitizer.ts\n */\nconst SAFE_URL_PATTERN = /^(?:(?:https?|mailto|ftp|tel|file|sms):|[^#&/:?]*(?:[#/?]|$))/i\n\n/**\n * A pattern that matches safe data URLs. Only matches image, video and audio types.\n *\n * Shout-out to Angular https://github.com/angular/angular/blob/12.2.x/packages/core/src/sanitization/url_sanitizer.ts\n */\nconst DATA_URL_PATTERN = /^data:(?:image\\/(?:bmp|gif|jpeg|jpg|png|tiff|webp)|video\\/(?:mpeg|mp4|ogg|webm)|audio\\/(?:mp3|oga|ogg|opus));base64,[\\d+/a-z]+=*$/i\n\nconst allowedAttribute = (attribute, allowedAttributeList) => {\n  const attributeName = attribute.nodeName.toLowerCase()\n\n  if (allowedAttributeList.includes(attributeName)) {\n    if (uriAttributes.has(attributeName)) {\n      return Boolean(SAFE_URL_PATTERN.test(attribute.nodeValue) || DATA_URL_PATTERN.test(attribute.nodeValue))\n    }\n\n    return true\n  }\n\n  // Check if a regular expression validates the attribute.\n  return allowedAttributeList.filter(attributeRegex => attributeRegex instanceof RegExp)\n    .some(regex => regex.test(attributeName))\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, sanitizeFunction) {\n  if (!unsafeHtml.length) {\n    return unsafeHtml\n  }\n\n  if (sanitizeFunction && typeof sanitizeFunction === 'function') {\n    return sanitizeFunction(unsafeHtml)\n  }\n\n  const domParser = new window.DOMParser()\n  const createdDocument = domParser.parseFromString(unsafeHtml, 'text/html')\n  const elements = [].concat(...createdDocument.body.querySelectorAll('*'))\n\n  for (const element of elements) {\n    const elementName = element.nodeName.toLowerCase()\n\n    if (!Object.keys(allowList).includes(elementName)) {\n      element.remove()\n\n      continue\n    }\n\n    const attributeList = [].concat(...element.attributes)\n    const allowedAttributes = [].concat(allowList['*'] || [], allowList[elementName] || [])\n\n    for (const attribute of attributeList) {\n      if (!allowedAttribute(attribute, allowedAttributes)) {\n        element.removeAttribute(attribute.nodeName)\n      }\n    }\n  }\n\n  return createdDocument.body.innerHTML\n}\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): util/template-factory.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { DefaultAllowlist, sanitizeHtml } from './sanitizer'\nimport { getElement, isElement } from '../util/index'\nimport SelectorEngine from '../dom/selector-engine'\nimport Config from './config'\n\n/**\n * Constants\n */\n\nconst NAME = 'TemplateFactory'\n\nconst Default = {\n  allowList: DefaultAllowlist,\n  content: {}, // { selector : text ,  selector2 : text2 , }\n  extraClass: '',\n  html: false,\n  sanitize: true,\n  sanitizeFn: null,\n  template: '<div></div>'\n}\n\nconst DefaultType = {\n  allowList: 'object',\n  content: 'object',\n  extraClass: '(string|function)',\n  html: 'boolean',\n  sanitize: 'boolean',\n  sanitizeFn: '(null|function)',\n  template: 'string'\n}\n\nconst DefaultContentType = {\n  entry: '(string|element|function|null)',\n  selector: '(string|element)'\n}\n\n/**\n * Class definition\n */\n\nclass TemplateFactory extends Config {\n  constructor(config) {\n    super()\n    this._config = this._getConfig(config)\n  }\n\n  // Getters\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  getContent() {\n    return Object.values(this._config.content)\n      .map(config => this._resolvePossibleFunction(config))\n      .filter(Boolean)\n  }\n\n  hasContent() {\n    return this.getContent().length > 0\n  }\n\n  changeContent(content) {\n    this._checkContent(content)\n    this._config.content = { ...this._config.content, ...content }\n    return this\n  }\n\n  toHtml() {\n    const templateWrapper = document.createElement('div')\n    templateWrapper.innerHTML = this._maybeSanitize(this._config.template)\n\n    for (const [selector, text] of Object.entries(this._config.content)) {\n      this._setContent(templateWrapper, text, selector)\n    }\n\n    const template = templateWrapper.children[0]\n    const extraClass = this._resolvePossibleFunction(this._config.extraClass)\n\n    if (extraClass) {\n      template.classList.add(...extraClass.split(' '))\n    }\n\n    return template\n  }\n\n  // Private\n  _typeCheckConfig(config) {\n    super._typeCheckConfig(config)\n    this._checkContent(config.content)\n  }\n\n  _checkContent(arg) {\n    for (const [selector, content] of Object.entries(arg)) {\n      super._typeCheckConfig({ selector, entry: content }, DefaultContentType)\n    }\n  }\n\n  _setContent(template, content, selector) {\n    const templateElement = SelectorEngine.findOne(selector, template)\n\n    if (!templateElement) {\n      return\n    }\n\n    content = this._resolvePossibleFunction(content)\n\n    if (!content) {\n      templateElement.remove()\n      return\n    }\n\n    if (isElement(content)) {\n      this._putElementInTemplate(getElement(content), templateElement)\n      return\n    }\n\n    if (this._config.html) {\n      templateElement.innerHTML = this._maybeSanitize(content)\n      return\n    }\n\n    templateElement.textContent = content\n  }\n\n  _maybeSanitize(arg) {\n    return this._config.sanitize ? sanitizeHtml(arg, this._config.allowList, this._config.sanitizeFn) : arg\n  }\n\n  _resolvePossibleFunction(arg) {\n    return typeof arg === 'function' ? arg(this) : arg\n  }\n\n  _putElementInTemplate(element, templateElement) {\n    if (this._config.html) {\n      templateElement.innerHTML = ''\n      templateElement.append(element)\n      return\n    }\n\n    templateElement.textContent = element.textContent\n  }\n}\n\nexport default TemplateFactory\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): tooltip.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport * as Popper from '@popperjs/core'\nimport { defineJQueryPlugin, findShadowRoot, getElement, getUID, isRTL, noop } from './util/index'\nimport { DefaultAllowlist } from './util/sanitizer'\nimport EventHandler from './dom/event-handler'\nimport Manipulator from './dom/manipulator'\nimport BaseComponent from './base-component'\nimport TemplateFactory from './util/template-factory'\n\n/**\n * Constants\n */\n\nconst NAME = 'tooltip'\nconst DISALLOWED_ATTRIBUTES = new Set(['sanitize', 'allowList', 'sanitizeFn'])\n\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_MODAL = 'modal'\nconst CLASS_NAME_SHOW = 'show'\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\nconst EVENT_HIDE = 'hide'\nconst EVENT_HIDDEN = 'hidden'\nconst EVENT_SHOW = 'show'\nconst EVENT_SHOWN = 'shown'\nconst EVENT_INSERTED = 'inserted'\nconst EVENT_CLICK = 'click'\nconst EVENT_FOCUSIN = 'focusin'\nconst EVENT_FOCUSOUT = 'focusout'\nconst EVENT_MOUSEENTER = 'mouseenter'\nconst EVENT_MOUSELEAVE = 'mouseleave'\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  allowList: DefaultAllowlist,\n  animation: true,\n  boundary: 'clippingParents',\n  container: false,\n  customClass: '',\n  delay: 0,\n  fallbackPlacements: ['top', 'right', 'bottom', 'left'],\n  html: false,\n  offset: [0, 0],\n  placement: 'top',\n  popperConfig: null,\n  sanitize: true,\n  sanitizeFn: null,\n  selector: false,\n  template: '<div class=\"tooltip\" role=\"tooltip\">' +\n            '<div class=\"tooltip-arrow\"></div>' +\n            '<div class=\"tooltip-inner\"></div>' +\n            '</div>',\n  title: '',\n  trigger: 'hover focus'\n}\n\nconst DefaultType = {\n  allowList: 'object',\n  animation: 'boolean',\n  boundary: '(string|element)',\n  container: '(string|element|boolean)',\n  customClass: '(string|function)',\n  delay: '(number|object)',\n  fallbackPlacements: 'array',\n  html: 'boolean',\n  offset: '(array|string|function)',\n  placement: '(string|function)',\n  popperConfig: '(null|object|function)',\n  sanitize: 'boolean',\n  sanitizeFn: '(null|function)',\n  selector: '(string|boolean)',\n  template: 'string',\n  title: '(string|element|function)',\n  trigger: 'string'\n}\n\n/**\n * Class definition\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, config)\n\n    // Private\n    this._isEnabled = true\n    this._timeout = 0\n    this._isHovered = null\n    this._activeTrigger = {}\n    this._popper = null\n    this._templateFactory = null\n    this._newContent = null\n\n    // Protected\n    this.tip = null\n\n    this._setListeners()\n\n    if (!this._config.selector) {\n      this._fixTitle()\n    }\n  }\n\n  // Getters\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  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() {\n    if (!this._isEnabled) {\n      return\n    }\n\n    this._activeTrigger.click = !this._activeTrigger.click\n    if (this._isShown()) {\n      this._leave()\n      return\n    }\n\n    this._enter()\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._element.getAttribute('data-bs-original-title')) {\n      this._element.setAttribute('title', this._element.getAttribute('data-bs-original-title'))\n    }\n\n    this._disposePopper()\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.eventName(EVENT_SHOW))\n    const shadowRoot = findShadowRoot(this._element)\n    const isInTheDom = (shadowRoot || this._element.ownerDocument.documentElement).contains(this._element)\n\n    if (showEvent.defaultPrevented || !isInTheDom) {\n      return\n    }\n\n    // todo v6 remove this OR make it optional\n    if (this.tip) {\n      this.tip.remove()\n      this.tip = null\n    }\n\n    const tip = this._getTipElement()\n\n    this._element.setAttribute('aria-describedby', tip.getAttribute('id'))\n\n    const { container } = this._config\n\n    if (!this._element.ownerDocument.documentElement.contains(this.tip)) {\n      container.append(tip)\n      EventHandler.trigger(this._element, this.constructor.eventName(EVENT_INSERTED))\n    }\n\n    if (this._popper) {\n      this._popper.update()\n    } else {\n      this._popper = this._createPopper(tip)\n    }\n\n    tip.classList.add(CLASS_NAME_SHOW)\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      for (const element of [].concat(...document.body.children)) {\n        EventHandler.on(element, 'mouseover', noop)\n      }\n    }\n\n    const complete = () => {\n      EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOWN))\n\n      if (this._isHovered === false) {\n        this._leave()\n      }\n\n      this._isHovered = false\n    }\n\n    this._queueCallback(complete, this.tip, this._isAnimated())\n  }\n\n  hide() {\n    if (!this._isShown()) {\n      return\n    }\n\n    const hideEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDE))\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    const tip = this._getTipElement()\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      for (const element of [].concat(...document.body.children)) {\n        EventHandler.off(element, 'mouseover', noop)\n      }\n    }\n\n    this._activeTrigger[TRIGGER_CLICK] = false\n    this._activeTrigger[TRIGGER_FOCUS] = false\n    this._activeTrigger[TRIGGER_HOVER] = false\n    this._isHovered = null // it is a trick to support manual triggering\n\n    const complete = () => {\n      if (this._isWithActiveTrigger()) {\n        return\n      }\n\n      if (!this._isHovered) {\n        tip.remove()\n      }\n\n      this._element.removeAttribute('aria-describedby')\n      EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDDEN))\n\n      this._disposePopper()\n    }\n\n    this._queueCallback(complete, this.tip, this._isAnimated())\n  }\n\n  update() {\n    if (this._popper) {\n      this._popper.update()\n    }\n  }\n\n  // Protected\n  _isWithContent() {\n    return Boolean(this._getTitle())\n  }\n\n  _getTipElement() {\n    if (!this.tip) {\n      this.tip = this._createTipElement(this._newContent || this._getContentForTemplate())\n    }\n\n    return this.tip\n  }\n\n  _createTipElement(content) {\n    const tip = this._getTemplateFactory(content).toHtml()\n\n    // todo: remove this check on v6\n    if (!tip) {\n      return null\n    }\n\n    tip.classList.remove(CLASS_NAME_FADE, CLASS_NAME_SHOW)\n    // todo: on v6 the following can be achieved with CSS only\n    tip.classList.add(`bs-${this.constructor.NAME}-auto`)\n\n    const tipId = getUID(this.constructor.NAME).toString()\n\n    tip.setAttribute('id', tipId)\n\n    if (this._isAnimated()) {\n      tip.classList.add(CLASS_NAME_FADE)\n    }\n\n    return tip\n  }\n\n  setContent(content) {\n    this._newContent = content\n    if (this._isShown()) {\n      this._disposePopper()\n      this.show()\n    }\n  }\n\n  _getTemplateFactory(content) {\n    if (this._templateFactory) {\n      this._templateFactory.changeContent(content)\n    } else {\n      this._templateFactory = new TemplateFactory({\n        ...this._config,\n        // the `content` var has to be after `this._config`\n        // to override config.content in case of popover\n        content,\n        extraClass: this._resolvePossibleFunction(this._config.customClass)\n      })\n    }\n\n    return this._templateFactory\n  }\n\n  _getContentForTemplate() {\n    return {\n      [SELECTOR_TOOLTIP_INNER]: this._getTitle()\n    }\n  }\n\n  _getTitle() {\n    return this._resolvePossibleFunction(this._config.title) || this._element.getAttribute('data-bs-original-title')\n  }\n\n  // Private\n  _initializeOnDelegatedTarget(event) {\n    return this.constructor.getOrCreateInstance(event.delegateTarget, this._getDelegateConfig())\n  }\n\n  _isAnimated() {\n    return this._config.animation || (this.tip && this.tip.classList.contains(CLASS_NAME_FADE))\n  }\n\n  _isShown() {\n    return this.tip && this.tip.classList.contains(CLASS_NAME_SHOW)\n  }\n\n  _createPopper(tip) {\n    const placement = typeof this._config.placement === 'function' ?\n      this._config.placement.call(this, tip, this._element) :\n      this._config.placement\n    const attachment = AttachmentMap[placement.toUpperCase()]\n    return Popper.createPopper(this._element, tip, this._getPopperConfig(attachment))\n  }\n\n  _getOffset() {\n    const { offset } = this._config\n\n    if (typeof offset === 'string') {\n      return offset.split(',').map(value => Number.parseInt(value, 10))\n    }\n\n    if (typeof offset === 'function') {\n      return popperData => offset(popperData, this._element)\n    }\n\n    return offset\n  }\n\n  _resolvePossibleFunction(arg) {\n    return typeof arg === 'function' ? arg.call(this._element) : arg\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: 'preSetPlacement',\n          enabled: true,\n          phase: 'beforeMain',\n          fn: data => {\n            // Pre-set Popper's placement attribute in order to read the arrow sizes properly.\n            // Otherwise, Popper mixes up the width and height dimensions since the initial arrow style is for top placement\n            this._getTipElement().setAttribute('data-popper-placement', data.state.placement)\n          }\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  _setListeners() {\n    const triggers = this._config.trigger.split(' ')\n\n    for (const trigger of triggers) {\n      if (trigger === 'click') {\n        EventHandler.on(this._element, this.constructor.eventName(EVENT_CLICK), this._config.selector, event => {\n          const context = this._initializeOnDelegatedTarget(event)\n          context.toggle()\n        })\n      } else if (trigger !== TRIGGER_MANUAL) {\n        const eventIn = trigger === TRIGGER_HOVER ?\n          this.constructor.eventName(EVENT_MOUSEENTER) :\n          this.constructor.eventName(EVENT_FOCUSIN)\n        const eventOut = trigger === TRIGGER_HOVER ?\n          this.constructor.eventName(EVENT_MOUSELEAVE) :\n          this.constructor.eventName(EVENT_FOCUSOUT)\n\n        EventHandler.on(this._element, eventIn, this._config.selector, event => {\n          const context = this._initializeOnDelegatedTarget(event)\n          context._activeTrigger[event.type === 'focusin' ? TRIGGER_FOCUS : TRIGGER_HOVER] = true\n          context._enter()\n        })\n        EventHandler.on(this._element, eventOut, this._config.selector, event => {\n          const context = this._initializeOnDelegatedTarget(event)\n          context._activeTrigger[event.type === 'focusout' ? TRIGGER_FOCUS : TRIGGER_HOVER] =\n            context._element.contains(event.relatedTarget)\n\n          context._leave()\n        })\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\n  _fixTitle() {\n    const title = this._element.getAttribute('title')\n\n    if (!title) {\n      return\n    }\n\n    if (!this._element.getAttribute('aria-label') && !this._element.textContent.trim()) {\n      this._element.setAttribute('aria-label', title)\n    }\n\n    this._element.setAttribute('data-bs-original-title', title) // DO NOT USE IT. Is only for backwards compatibility\n    this._element.removeAttribute('title')\n  }\n\n  _enter() {\n    if (this._isShown() || this._isHovered) {\n      this._isHovered = true\n      return\n    }\n\n    this._isHovered = true\n\n    this._setTimeout(() => {\n      if (this._isHovered) {\n        this.show()\n      }\n    }, this._config.delay.show)\n  }\n\n  _leave() {\n    if (this._isWithActiveTrigger()) {\n      return\n    }\n\n    this._isHovered = false\n\n    this._setTimeout(() => {\n      if (!this._isHovered) {\n        this.hide()\n      }\n    }, this._config.delay.hide)\n  }\n\n  _setTimeout(handler, timeout) {\n    clearTimeout(this._timeout)\n    this._timeout = setTimeout(handler, timeout)\n  }\n\n  _isWithActiveTrigger() {\n    return Object.values(this._activeTrigger).includes(true)\n  }\n\n  _getConfig(config) {\n    const dataAttributes = Manipulator.getDataAttributes(this._element)\n\n    for (const dataAttribute of Object.keys(dataAttributes)) {\n      if (DISALLOWED_ATTRIBUTES.has(dataAttribute)) {\n        delete dataAttributes[dataAttribute]\n      }\n    }\n\n    config = {\n      ...dataAttributes,\n      ...(typeof config === 'object' && config ? config : {})\n    }\n    config = this._mergeConfigObj(config)\n    config = this._configAfterMerge(config)\n    this._typeCheckConfig(config)\n    return config\n  }\n\n  _configAfterMerge(config) {\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    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    config.selector = false\n    config.trigger = 'manual'\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  _disposePopper() {\n    if (this._popper) {\n      this._popper.destroy()\n      this._popper = null\n    }\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Tooltip.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\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Tooltip)\n\nexport default Tooltip\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): 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 * Constants\n */\n\nconst NAME = 'popover'\n\nconst SELECTOR_TITLE = '.popover-header'\nconst SELECTOR_CONTENT = '.popover-body'\n\nconst Default = {\n  ...Tooltip.Default,\n  content: '',\n  offset: [0, 8],\n  placement: 'right',\n  template: '<div class=\"popover\" role=\"tooltip\">' +\n    '<div class=\"popover-arrow\"></div>' +\n    '<h3 class=\"popover-header\"></h3>' +\n    '<div class=\"popover-body\"></div>' +\n    '</div>',\n  trigger: 'click'\n}\n\nconst DefaultType = {\n  ...Tooltip.DefaultType,\n  content: '(null|string|element|function)'\n}\n\n/**\n * Class definition\n */\n\nclass Popover extends Tooltip {\n  // Getters\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  // Overrides\n  _isWithContent() {\n    return this._getTitle() || this._getContent()\n  }\n\n  // Private\n  _getContentForTemplate() {\n    return {\n      [SELECTOR_TITLE]: this._getTitle(),\n      [SELECTOR_CONTENT]: this._getContent()\n    }\n  }\n\n  _getContent() {\n    return this._resolvePossibleFunction(this._config.content)\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Popover.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 \"${config}\"`)\n      }\n\n      data[config]()\n    })\n  }\n}\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Popover)\n\nexport default Popover\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): scrollspy.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { defineJQueryPlugin, getElement, isDisabled, isVisible } from './util/index'\nimport EventHandler from './dom/event-handler'\nimport SelectorEngine from './dom/selector-engine'\nimport BaseComponent from './base-component'\n\n/**\n * Constants\n */\n\nconst NAME = 'scrollspy'\nconst DATA_KEY = 'bs.scrollspy'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst EVENT_ACTIVATE = `activate${EVENT_KEY}`\nconst EVENT_CLICK = `click${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_TARGET_LINKS = '[href]'\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_NAV_ITEMS} > ${SELECTOR_NAV_LINKS}, ${SELECTOR_LIST_ITEMS}`\nconst SELECTOR_DROPDOWN = '.dropdown'\nconst SELECTOR_DROPDOWN_TOGGLE = '.dropdown-toggle'\n\nconst Default = {\n  offset: null, // TODO: v6 @deprecated, keep it for backwards compatibility reasons\n  rootMargin: '0px 0px -25%',\n  smoothScroll: false,\n  target: null,\n  threshold: [0.1, 0.5, 1]\n}\n\nconst DefaultType = {\n  offset: '(number|null)', // TODO v6 @deprecated, keep it for backwards compatibility reasons\n  rootMargin: 'string',\n  smoothScroll: 'boolean',\n  target: 'element',\n  threshold: 'array'\n}\n\n/**\n * Class definition\n */\n\nclass ScrollSpy extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    // this._element is the observablesContainer and config.target the menu links wrapper\n    this._targetLinks = new Map()\n    this._observableSections = new Map()\n    this._rootElement = getComputedStyle(this._element).overflowY === 'visible' ? null : this._element\n    this._activeTarget = null\n    this._observer = null\n    this._previousScrollData = {\n      visibleEntryTop: 0,\n      parentScrollTop: 0\n    }\n    this.refresh() // initialize\n  }\n\n  // Getters\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  refresh() {\n    this._initializeTargetsAndObservables()\n    this._maybeEnableSmoothScroll()\n\n    if (this._observer) {\n      this._observer.disconnect()\n    } else {\n      this._observer = this._getNewObserver()\n    }\n\n    for (const section of this._observableSections.values()) {\n      this._observer.observe(section)\n    }\n  }\n\n  dispose() {\n    this._observer.disconnect()\n    super.dispose()\n  }\n\n  // Private\n  _configAfterMerge(config) {\n    // TODO: on v6 target should be given explicitly & remove the {target: 'ss-target'} case\n    config.target = getElement(config.target) || document.body\n\n    // TODO: v6 Only for backwards compatibility reasons. Use rootMargin only\n    config.rootMargin = config.offset ? `${config.offset}px 0px -30%` : config.rootMargin\n\n    if (typeof config.threshold === 'string') {\n      config.threshold = config.threshold.split(',').map(value => Number.parseFloat(value))\n    }\n\n    return config\n  }\n\n  _maybeEnableSmoothScroll() {\n    if (!this._config.smoothScroll) {\n      return\n    }\n\n    // unregister any previous listeners\n    EventHandler.off(this._config.target, EVENT_CLICK)\n\n    EventHandler.on(this._config.target, EVENT_CLICK, SELECTOR_TARGET_LINKS, event => {\n      const observableSection = this._observableSections.get(event.target.hash)\n      if (observableSection) {\n        event.preventDefault()\n        const root = this._rootElement || window\n        const height = observableSection.offsetTop - this._element.offsetTop\n        if (root.scrollTo) {\n          root.scrollTo({ top: height, behavior: 'smooth' })\n          return\n        }\n\n        // Chrome 60 doesn't support `scrollTo`\n        root.scrollTop = height\n      }\n    })\n  }\n\n  _getNewObserver() {\n    const options = {\n      root: this._rootElement,\n      threshold: this._config.threshold,\n      rootMargin: this._config.rootMargin\n    }\n\n    return new IntersectionObserver(entries => this._observerCallback(entries), options)\n  }\n\n  // The logic of selection\n  _observerCallback(entries) {\n    const targetElement = entry => this._targetLinks.get(`#${entry.target.id}`)\n    const activate = entry => {\n      this._previousScrollData.visibleEntryTop = entry.target.offsetTop\n      this._process(targetElement(entry))\n    }\n\n    const parentScrollTop = (this._rootElement || document.documentElement).scrollTop\n    const userScrollsDown = parentScrollTop >= this._previousScrollData.parentScrollTop\n    this._previousScrollData.parentScrollTop = parentScrollTop\n\n    for (const entry of entries) {\n      if (!entry.isIntersecting) {\n        this._activeTarget = null\n        this._clearActiveClass(targetElement(entry))\n\n        continue\n      }\n\n      const entryIsLowerThanPrevious = entry.target.offsetTop >= this._previousScrollData.visibleEntryTop\n      // if we are scrolling down, pick the bigger offsetTop\n      if (userScrollsDown && entryIsLowerThanPrevious) {\n        activate(entry)\n        // if parent isn't scrolled, let's keep the first visible item, breaking the iteration\n        if (!parentScrollTop) {\n          return\n        }\n\n        continue\n      }\n\n      // if we are scrolling up, pick the smallest offsetTop\n      if (!userScrollsDown && !entryIsLowerThanPrevious) {\n        activate(entry)\n      }\n    }\n  }\n\n  _initializeTargetsAndObservables() {\n    this._targetLinks = new Map()\n    this._observableSections = new Map()\n\n    const targetLinks = SelectorEngine.find(SELECTOR_TARGET_LINKS, this._config.target)\n\n    for (const anchor of targetLinks) {\n      // ensure that the anchor has an id and is not disabled\n      if (!anchor.hash || isDisabled(anchor)) {\n        continue\n      }\n\n      const observableSection = SelectorEngine.findOne(anchor.hash, this._element)\n\n      // ensure that the observableSection exists & is visible\n      if (isVisible(observableSection)) {\n        this._targetLinks.set(anchor.hash, anchor)\n        this._observableSections.set(anchor.hash, observableSection)\n      }\n    }\n  }\n\n  _process(target) {\n    if (this._activeTarget === target) {\n      return\n    }\n\n    this._clearActiveClass(this._config.target)\n    this._activeTarget = target\n    target.classList.add(CLASS_NAME_ACTIVE)\n    this._activateParents(target)\n\n    EventHandler.trigger(this._element, EVENT_ACTIVATE, { relatedTarget: target })\n  }\n\n  _activateParents(target) {\n    // Activate dropdown parents\n    if (target.classList.contains(CLASS_NAME_DROPDOWN_ITEM)) {\n      SelectorEngine.findOne(SELECTOR_DROPDOWN_TOGGLE, target.closest(SELECTOR_DROPDOWN))\n        .classList.add(CLASS_NAME_ACTIVE)\n      return\n    }\n\n    for (const listGroup of SelectorEngine.parents(target, SELECTOR_NAV_LIST_GROUP)) {\n      // Set triggered links parents as active\n      // With both <ul> and <nav> markup a parent is the previous sibling of any nav ancestor\n      for (const item of SelectorEngine.prev(listGroup, SELECTOR_LINK_ITEMS)) {\n        item.classList.add(CLASS_NAME_ACTIVE)\n      }\n    }\n  }\n\n  _clearActiveClass(parent) {\n    parent.classList.remove(CLASS_NAME_ACTIVE)\n\n    const activeNodes = SelectorEngine.find(`${SELECTOR_TARGET_LINKS}.${CLASS_NAME_ACTIVE}`, parent)\n    for (const node of activeNodes) {\n      node.classList.remove(CLASS_NAME_ACTIVE)\n    }\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = ScrollSpy.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config]()\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(window, EVENT_LOAD_DATA_API, () => {\n  for (const spy of SelectorEngine.find(SELECTOR_DATA_SPY)) {\n    ScrollSpy.getOrCreateInstance(spy)\n  }\n})\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(ScrollSpy)\n\nexport default ScrollSpy\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): tab.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { defineJQueryPlugin, getElementFromSelector, getNextActiveElement, isDisabled } from './util/index'\nimport EventHandler from './dom/event-handler'\nimport SelectorEngine from './dom/selector-engine'\nimport BaseComponent from './base-component'\n\n/**\n * Constants\n */\n\nconst NAME = 'tab'\nconst DATA_KEY = 'bs.tab'\nconst EVENT_KEY = `.${DATA_KEY}`\n\nconst EVENT_HIDE = `hide${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}`\nconst EVENT_KEYDOWN = `keydown${EVENT_KEY}`\nconst EVENT_LOAD_DATA_API = `load${EVENT_KEY}`\n\nconst ARROW_LEFT_KEY = 'ArrowLeft'\nconst ARROW_RIGHT_KEY = 'ArrowRight'\nconst ARROW_UP_KEY = 'ArrowUp'\nconst ARROW_DOWN_KEY = 'ArrowDown'\n\nconst CLASS_NAME_ACTIVE = 'active'\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_DROPDOWN = 'dropdown'\n\nconst SELECTOR_DROPDOWN_TOGGLE = '.dropdown-toggle'\nconst SELECTOR_DROPDOWN_MENU = '.dropdown-menu'\nconst NOT_SELECTOR_DROPDOWN_TOGGLE = ':not(.dropdown-toggle)'\n\nconst SELECTOR_TAB_PANEL = '.list-group, .nav, [role=\"tablist\"]'\nconst SELECTOR_OUTER = '.nav-item, .list-group-item'\nconst SELECTOR_INNER = `.nav-link${NOT_SELECTOR_DROPDOWN_TOGGLE}, .list-group-item${NOT_SELECTOR_DROPDOWN_TOGGLE}, [role=\"tab\"]${NOT_SELECTOR_DROPDOWN_TOGGLE}`\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"tab\"], [data-bs-toggle=\"pill\"], [data-bs-toggle=\"list\"]' // todo:v6: could be only `tab`\nconst SELECTOR_INNER_ELEM = `${SELECTOR_INNER}, ${SELECTOR_DATA_TOGGLE}`\n\nconst SELECTOR_DATA_TOGGLE_ACTIVE = `.${CLASS_NAME_ACTIVE}[data-bs-toggle=\"tab\"], .${CLASS_NAME_ACTIVE}[data-bs-toggle=\"pill\"], .${CLASS_NAME_ACTIVE}[data-bs-toggle=\"list\"]`\n\n/**\n * Class definition\n */\n\nclass Tab extends BaseComponent {\n  constructor(element) {\n    super(element)\n    this._parent = this._element.closest(SELECTOR_TAB_PANEL)\n\n    if (!this._parent) {\n      return\n      // todo: should Throw exception on v6\n      // throw new TypeError(`${element.outerHTML} has not a valid parent ${SELECTOR_INNER_ELEM}`)\n    }\n\n    // Set up initial aria attributes\n    this._setInitialAttributes(this._parent, this._getChildren())\n\n    EventHandler.on(this._element, EVENT_KEYDOWN, event => this._keydown(event))\n  }\n\n  // Getters\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  show() { // Shows this elem and deactivate the active sibling if exists\n    const innerElem = this._element\n    if (this._elemIsActive(innerElem)) {\n      return\n    }\n\n    // Search for active tab on same parent to deactivate it\n    const active = this._getActiveElem()\n\n    const hideEvent = active ?\n      EventHandler.trigger(active, EVENT_HIDE, { relatedTarget: innerElem }) :\n      null\n\n    const showEvent = EventHandler.trigger(innerElem, EVENT_SHOW, { relatedTarget: active })\n\n    if (showEvent.defaultPrevented || (hideEvent && hideEvent.defaultPrevented)) {\n      return\n    }\n\n    this._deactivate(active, innerElem)\n    this._activate(innerElem, active)\n  }\n\n  // Private\n  _activate(element, relatedElem) {\n    if (!element) {\n      return\n    }\n\n    element.classList.add(CLASS_NAME_ACTIVE)\n\n    this._activate(getElementFromSelector(element)) // Search and activate/show the proper section\n\n    const complete = () => {\n      if (element.getAttribute('role') !== 'tab') {\n        element.classList.add(CLASS_NAME_SHOW)\n        return\n      }\n\n      element.removeAttribute('tabindex')\n      element.setAttribute('aria-selected', true)\n      this._toggleDropDown(element, true)\n      EventHandler.trigger(element, EVENT_SHOWN, {\n        relatedTarget: relatedElem\n      })\n    }\n\n    this._queueCallback(complete, element, element.classList.contains(CLASS_NAME_FADE))\n  }\n\n  _deactivate(element, relatedElem) {\n    if (!element) {\n      return\n    }\n\n    element.classList.remove(CLASS_NAME_ACTIVE)\n    element.blur()\n\n    this._deactivate(getElementFromSelector(element)) // Search and deactivate the shown section too\n\n    const complete = () => {\n      if (element.getAttribute('role') !== 'tab') {\n        element.classList.remove(CLASS_NAME_SHOW)\n        return\n      }\n\n      element.setAttribute('aria-selected', false)\n      element.setAttribute('tabindex', '-1')\n      this._toggleDropDown(element, false)\n      EventHandler.trigger(element, EVENT_HIDDEN, { relatedTarget: relatedElem })\n    }\n\n    this._queueCallback(complete, element, element.classList.contains(CLASS_NAME_FADE))\n  }\n\n  _keydown(event) {\n    if (!([ARROW_LEFT_KEY, ARROW_RIGHT_KEY, ARROW_UP_KEY, ARROW_DOWN_KEY].includes(event.key))) {\n      return\n    }\n\n    event.stopPropagation()// stopPropagation/preventDefault both added to support up/down keys without scrolling the page\n    event.preventDefault()\n    const isNext = [ARROW_RIGHT_KEY, ARROW_DOWN_KEY].includes(event.key)\n    const nextActiveElement = getNextActiveElement(this._getChildren().filter(element => !isDisabled(element)), event.target, isNext, true)\n\n    if (nextActiveElement) {\n      nextActiveElement.focus({ preventScroll: true })\n      Tab.getOrCreateInstance(nextActiveElement).show()\n    }\n  }\n\n  _getChildren() { // collection of inner elements\n    return SelectorEngine.find(SELECTOR_INNER_ELEM, this._parent)\n  }\n\n  _getActiveElem() {\n    return this._getChildren().find(child => this._elemIsActive(child)) || null\n  }\n\n  _setInitialAttributes(parent, children) {\n    this._setAttributeIfNotExists(parent, 'role', 'tablist')\n\n    for (const child of children) {\n      this._setInitialAttributesOnChild(child)\n    }\n  }\n\n  _setInitialAttributesOnChild(child) {\n    child = this._getInnerElement(child)\n    const isActive = this._elemIsActive(child)\n    const outerElem = this._getOuterElement(child)\n    child.setAttribute('aria-selected', isActive)\n\n    if (outerElem !== child) {\n      this._setAttributeIfNotExists(outerElem, 'role', 'presentation')\n    }\n\n    if (!isActive) {\n      child.setAttribute('tabindex', '-1')\n    }\n\n    this._setAttributeIfNotExists(child, 'role', 'tab')\n\n    // set attributes to the related panel too\n    this._setInitialAttributesOnTargetPanel(child)\n  }\n\n  _setInitialAttributesOnTargetPanel(child) {\n    const target = getElementFromSelector(child)\n\n    if (!target) {\n      return\n    }\n\n    this._setAttributeIfNotExists(target, 'role', 'tabpanel')\n\n    if (child.id) {\n      this._setAttributeIfNotExists(target, 'aria-labelledby', `#${child.id}`)\n    }\n  }\n\n  _toggleDropDown(element, open) {\n    const outerElem = this._getOuterElement(element)\n    if (!outerElem.classList.contains(CLASS_DROPDOWN)) {\n      return\n    }\n\n    const toggle = (selector, className) => {\n      const element = SelectorEngine.findOne(selector, outerElem)\n      if (element) {\n        element.classList.toggle(className, open)\n      }\n    }\n\n    toggle(SELECTOR_DROPDOWN_TOGGLE, CLASS_NAME_ACTIVE)\n    toggle(SELECTOR_DROPDOWN_MENU, CLASS_NAME_SHOW)\n    outerElem.setAttribute('aria-expanded', open)\n  }\n\n  _setAttributeIfNotExists(element, attribute, value) {\n    if (!element.hasAttribute(attribute)) {\n      element.setAttribute(attribute, value)\n    }\n  }\n\n  _elemIsActive(elem) {\n    return elem.classList.contains(CLASS_NAME_ACTIVE)\n  }\n\n  // Try to get the inner element (usually the .nav-link)\n  _getInnerElement(elem) {\n    return elem.matches(SELECTOR_INNER_ELEM) ? elem : SelectorEngine.findOne(SELECTOR_INNER_ELEM, elem)\n  }\n\n  // Try to get the outer element (usually the .nav-item)\n  _getOuterElement(elem) {\n    return elem.closest(SELECTOR_OUTER) || elem\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Tab.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 \"${config}\"`)\n      }\n\n      data[config]()\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  if (['A', 'AREA'].includes(this.tagName)) {\n    event.preventDefault()\n  }\n\n  if (isDisabled(this)) {\n    return\n  }\n\n  Tab.getOrCreateInstance(this).show()\n})\n\n/**\n * Initialize on focus\n */\nEventHandler.on(window, EVENT_LOAD_DATA_API, () => {\n  for (const element of SelectorEngine.find(SELECTOR_DATA_TOGGLE_ACTIVE)) {\n    Tab.getOrCreateInstance(element)\n  }\n})\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Tab)\n\nexport default Tab\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): toast.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { defineJQueryPlugin, reflow } from './util/index'\nimport EventHandler from './dom/event-handler'\nimport BaseComponent from './base-component'\nimport { enableDismissTrigger } from './util/component-functions'\n\n/**\n * Constants\n */\n\nconst NAME = 'toast'\nconst DATA_KEY = 'bs.toast'\nconst EVENT_KEY = `.${DATA_KEY}`\n\nconst EVENT_MOUSEOVER = `mouseover${EVENT_KEY}`\nconst EVENT_MOUSEOUT = `mouseout${EVENT_KEY}`\nconst EVENT_FOCUSIN = `focusin${EVENT_KEY}`\nconst EVENT_FOCUSOUT = `focusout${EVENT_KEY}`\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\n\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_HIDE = 'hide' // @deprecated - kept here only for backwards compatibility\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_SHOWING = 'showing'\n\nconst DefaultType = {\n  animation: 'boolean',\n  autohide: 'boolean',\n  delay: 'number'\n}\n\nconst Default = {\n  animation: true,\n  autohide: true,\n  delay: 5000\n}\n\n/**\n * Class definition\n */\n\nclass Toast extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._timeout = null\n    this._hasMouseInteraction = false\n    this._hasKeyboardInteraction = false\n    this._setListeners()\n  }\n\n  // Getters\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  show() {\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW)\n\n    if (showEvent.defaultPrevented) {\n      return\n    }\n\n    this._clearTimeout()\n\n    if (this._config.animation) {\n      this._element.classList.add(CLASS_NAME_FADE)\n    }\n\n    const complete = () => {\n      this._element.classList.remove(CLASS_NAME_SHOWING)\n      EventHandler.trigger(this._element, EVENT_SHOWN)\n\n      this._maybeScheduleHide()\n    }\n\n    this._element.classList.remove(CLASS_NAME_HIDE) // @deprecated\n    reflow(this._element)\n    this._element.classList.add(CLASS_NAME_SHOW, CLASS_NAME_SHOWING)\n\n    this._queueCallback(complete, this._element, this._config.animation)\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    const complete = () => {\n      this._element.classList.add(CLASS_NAME_HIDE) // @deprecated\n      this._element.classList.remove(CLASS_NAME_SHOWING, CLASS_NAME_SHOW)\n      EventHandler.trigger(this._element, EVENT_HIDDEN)\n    }\n\n    this._element.classList.add(CLASS_NAME_SHOWING)\n    this._queueCallback(complete, this._element, this._config.animation)\n  }\n\n  dispose() {\n    this._clearTimeout()\n\n    if (this.isShown()) {\n      this._element.classList.remove(CLASS_NAME_SHOW)\n    }\n\n    super.dispose()\n  }\n\n  isShown() {\n    return this._element.classList.contains(CLASS_NAME_SHOW)\n  }\n\n  // Private\n\n  _maybeScheduleHide() {\n    if (!this._config.autohide) {\n      return\n    }\n\n    if (this._hasMouseInteraction || this._hasKeyboardInteraction) {\n      return\n    }\n\n    this._timeout = setTimeout(() => {\n      this.hide()\n    }, this._config.delay)\n  }\n\n  _onInteraction(event, isInteracting) {\n    switch (event.type) {\n      case 'mouseover':\n      case 'mouseout': {\n        this._hasMouseInteraction = isInteracting\n        break\n      }\n\n      case 'focusin':\n      case 'focusout': {\n        this._hasKeyboardInteraction = isInteracting\n        break\n      }\n\n      default: {\n        break\n      }\n    }\n\n    if (isInteracting) {\n      this._clearTimeout()\n      return\n    }\n\n    const nextElement = event.relatedTarget\n    if (this._element === nextElement || this._element.contains(nextElement)) {\n      return\n    }\n\n    this._maybeScheduleHide()\n  }\n\n  _setListeners() {\n    EventHandler.on(this._element, EVENT_MOUSEOVER, event => this._onInteraction(event, true))\n    EventHandler.on(this._element, EVENT_MOUSEOUT, event => this._onInteraction(event, false))\n    EventHandler.on(this._element, EVENT_FOCUSIN, event => this._onInteraction(event, true))\n    EventHandler.on(this._element, EVENT_FOCUSOUT, event => this._onInteraction(event, false))\n  }\n\n  _clearTimeout() {\n    clearTimeout(this._timeout)\n    this._timeout = null\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Toast.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](this)\n      }\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nenableDismissTrigger(Toast)\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Toast)\n\nexport default Toast\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): index.umd.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport Alert from './src/alert'\nimport Button from './src/button'\nimport Carousel from './src/carousel'\nimport Collapse from './src/collapse'\nimport Dropdown from './src/dropdown'\nimport Modal from './src/modal'\nimport Offcanvas from './src/offcanvas'\nimport Popover from './src/popover'\nimport ScrollSpy from './src/scrollspy'\nimport Tab from './src/tab'\nimport Toast from './src/toast'\nimport Tooltip from './src/tooltip'\n\nexport default {\n  Alert,\n  Button,\n  Carousel,\n  Collapse,\n  Dropdown,\n  Modal,\n  Offcanvas,\n  Popover,\n  ScrollSpy,\n  Tab,\n  Toast,\n  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\ No newline at end of file
diff --git a/deps/bootstrap-5.2.2/bootstrap.min.css b/deps/bootstrap-5.2.2/bootstrap.min.css
deleted file mode 100644
index 4889529..0000000
--- a/deps/bootstrap-5.2.2/bootstrap.min.css
+++ /dev/null
@@ -1,6 +0,0 @@
-@import url("font.css");:root{--bslib-bootstrap-version: 5;--bslib-preset-name: flatly;--bslib-preset-type: bootswatch}/*!
-   * Bootstrap  v5.2.2 (https://getbootstrap.com/)
-   * Copyright 2011-2022 The Bootstrap Authors
-   * Copyright 2011-2022 Twitter, Inc.
-   * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
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!important;transform:none !important;transition:none}.navbar-expand-xl .offcanvas .offcanvas-header{display:none}.navbar-expand-xl .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}@media (min-width: 1400px){.navbar-expand-xxl{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand-xxl .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand-xxl .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-xxl .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-xxl .navbar-nav-scroll{overflow:visible}.navbar-expand-xxl .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-xxl .navbar-toggler{display:none}.navbar-expand-xxl .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:transparent !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-xxl .offcanvas .offcanvas-header{display:none}.navbar-expand-xxl .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}.navbar-expand{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand .navbar-nav .dropdown-menu{position:absolute}.navbar-expand .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand .navbar-nav-scroll{overflow:visible}.navbar-expand .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand .navbar-toggler{display:none}.navbar-expand .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:transparent !important;border:0 !important;transform:none !important;transition:none}.navbar-expand .offcanvas .offcanvas-header{display:none}.navbar-expand .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}.navbar-light{background-color:#2c3e50}.navbar-dark{background-color:#18bc9c;--bs-navbar-color: #fff;--bs-navbar-hover-color: #2c3e50;--bs-navbar-disabled-color: rgba(255,255,255,0.25);--bs-navbar-active-color: #2c3e50;--bs-navbar-brand-color: #fff;--bs-navbar-brand-hover-color: #fff;--bs-navbar-toggler-border-color: rgba(255,255,255,0.1);--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 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var(--bs-card-cap-padding-x);margin-bottom:0;color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-bottom:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-header:first-child{border-radius:var(--bs-card-inner-border-radius) var(--bs-card-inner-border-radius) 0 0}.card-footer{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-top:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-footer:last-child{border-radius:0 0 var(--bs-card-inner-border-radius) var(--bs-card-inner-border-radius)}.card-header-tabs{margin-right:calc(-.5 * var(--bs-card-cap-padding-x));margin-bottom:calc(-1 * var(--bs-card-cap-padding-y));margin-left:calc(-.5 * var(--bs-card-cap-padding-x));border-bottom:0}.card-header-tabs .nav-link.active{background-color:var(--bs-card-bg);border-bottom-color:var(--bs-card-bg)}.card-header-pills{margin-right:calc(-.5 * var(--bs-card-cap-padding-x));margin-left:calc(-.5 * var(--bs-card-cap-padding-x))}.card-img-overlay{position:absolute;top:0;right:0;bottom:0;left:0;padding:var(--bs-card-img-overlay-padding);border-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-top,.card-img-bottom{width:100%}.card-img,.card-img-top{border-top-left-radius:var(--bs-card-inner-border-radius);border-top-right-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-bottom{border-bottom-right-radius:var(--bs-card-inner-border-radius);border-bottom-left-radius:var(--bs-card-inner-border-radius)}.card-group>.card{margin-bottom:var(--bs-card-group-margin)}@media (min-width: 576px){.card-group{display:flex;display:-webkit-flex;flex-flow:row wrap;-webkit-flex-flow:row wrap}.card-group>.card{flex:1 0 0%;-webkit-flex:1 0 0%;margin-bottom:0}.card-group>.card+.card{margin-left:0;border-left:0}.card-group>.card:not(:last-child){border-top-right-radius:0;border-bottom-right-radius:0}.card-group>.card:not(:last-child) .card-img-top,.card-group>.card:not(:last-child) .card-header{border-top-right-radius:0}.card-group>.card:not(:last-child) .card-img-bottom,.card-group>.card:not(:last-child) .card-footer{border-bottom-right-radius:0}.card-group>.card:not(:first-child){border-top-left-radius:0;border-bottom-left-radius:0}.card-group>.card:not(:first-child) .card-img-top,.card-group>.card:not(:first-child) .card-header{border-top-left-radius:0}.card-group>.card:not(:first-child) .card-img-bottom,.card-group>.card:not(:first-child) .card-footer{border-bottom-left-radius:0}}.accordion{--bs-accordion-color: #212529;--bs-accordion-bg: #fff;--bs-accordion-transition: color 0.15s ease-in-out,background-color 0.15s ease-in-out,border-color 0.15s ease-in-out,box-shadow 0.15s ease-in-out,border-radius 0.15s ease;--bs-accordion-border-color: var(--bs-border-color);--bs-accordion-border-width: 1px;--bs-accordion-border-radius: .375rem;--bs-accordion-inner-border-radius: calc(.375rem - 1px);--bs-accordion-btn-padding-x: 1.25rem;--bs-accordion-btn-padding-y: 1rem;--bs-accordion-btn-color: #212529;--bs-accordion-btn-bg: var(--bs-accordion-bg);--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23212529'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-icon-width: 1.25rem;--bs-accordion-btn-icon-transform: rotate(-180deg);--bs-accordion-btn-icon-transition: transform 0.2s ease-in-out;--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill=''%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 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var(--bs-accordion-border-width)) 0 var(--bs-accordion-border-color)}.accordion-button:not(.collapsed)::after{background-image:var(--bs-accordion-btn-active-icon);transform:var(--bs-accordion-btn-icon-transform)}.accordion-button::after{flex-shrink:0;-webkit-flex-shrink:0;width:var(--bs-accordion-btn-icon-width);height:var(--bs-accordion-btn-icon-width);margin-left:auto;content:"";background-image:var(--bs-accordion-btn-icon);background-repeat:no-repeat;background-size:var(--bs-accordion-btn-icon-width);transition:var(--bs-accordion-btn-icon-transition)}@media (prefers-reduced-motion: reduce){.accordion-button::after{transition:none}}.accordion-button:hover{z-index:2}.accordion-button:focus{z-index:3;border-color:var(--bs-accordion-btn-focus-border-color);outline:0;box-shadow:var(--bs-accordion-btn-focus-box-shadow)}.accordion-header{margin-bottom:0}.accordion-item{color:var(--bs-accordion-color);background-color:var(--bs-accordion-bg);border:var(--bs-accordion-border-width) solid var(--bs-accordion-border-color)}.accordion-item:first-of-type{border-top-left-radius:var(--bs-accordion-border-radius);border-top-right-radius:var(--bs-accordion-border-radius)}.accordion-item:first-of-type .accordion-button{border-top-left-radius:var(--bs-accordion-inner-border-radius);border-top-right-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:not(:first-of-type){border-top:0}.accordion-item:last-of-type{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-item:last-of-type .accordion-button.collapsed{border-bottom-right-radius:var(--bs-accordion-inner-border-radius);border-bottom-left-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:last-of-type .accordion-collapse{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-body{padding:var(--bs-accordion-body-padding-y) var(--bs-accordion-body-padding-x)}.accordion-flush .accordion-collapse{border-width:0}.accordion-flush .accordion-item{border-right:0;border-left:0;border-radius:0}.accordion-flush .accordion-item:first-child{border-top:0}.accordion-flush .accordion-item:last-child{border-bottom:0}.accordion-flush .accordion-item .accordion-button,.accordion-flush .accordion-item .accordion-button.collapsed{border-radius:0}.breadcrumb{--bs-breadcrumb-padding-x: .75rem;--bs-breadcrumb-padding-y: .375rem;--bs-breadcrumb-margin-bottom: 1rem;--bs-breadcrumb-bg: ;--bs-breadcrumb-border-radius: .25rem;--bs-breadcrumb-divider-color: #95a5a6;--bs-breadcrumb-item-padding-x: .5rem;--bs-breadcrumb-item-active-color: #95a5a6;display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;padding:var(--bs-breadcrumb-padding-y) var(--bs-breadcrumb-padding-x);margin-bottom:var(--bs-breadcrumb-margin-bottom);font-size:var(--bs-breadcrumb-font-size);list-style:none;background-color:var(--bs-breadcrumb-bg);border-radius:var(--bs-breadcrumb-border-radius)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item::before{float:left;padding-right:var(--bs-breadcrumb-item-padding-x);color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider, "/") /* rtl: var(--bs-breadcrumb-divider, "/") */}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x: .75rem;--bs-pagination-padding-y: .375rem;--bs-pagination-font-size:1rem;--bs-pagination-color: #fff;--bs-pagination-bg: #18bc9c;--bs-pagination-border-width: 0;--bs-pagination-border-color: rgba(0,0,0,0);--bs-pagination-border-radius: .375rem;--bs-pagination-hover-color: #fff;--bs-pagination-hover-bg: #0f7864;--bs-pagination-hover-border-color: rgba(0,0,0,0);--bs-pagination-focus-color: var(--bs-link-hover-color);--bs-pagination-focus-bg: #ecf0f1;--bs-pagination-focus-box-shadow: 0 0 0 .25rem rgba(44,62,80,0.25);--bs-pagination-active-color: #fff;--bs-pagination-active-bg: #0f7864;--bs-pagination-active-border-color: rgba(0,0,0,0);--bs-pagination-disabled-color: #ecf0f1;--bs-pagination-disabled-bg: #3be6c4;--bs-pagination-disabled-border-color: rgba(0,0,0,0);display:flex;display:-webkit-flex;padding-left:0;list-style:none}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color 0.15s ease-in-out,background-color 0.15s ease-in-out,border-color 0.15s ease-in-out,box-shadow 0.15s ease-in-out}@media (prefers-reduced-motion: reduce){.page-link{transition:none}}.page-link:hover{z-index:2;color:var(--bs-pagination-hover-color);background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color)}.page-link:focus{z-index:3;color:var(--bs-pagination-focus-color);background-color:var(--bs-pagination-focus-bg);outline:0;box-shadow:var(--bs-pagination-focus-box-shadow)}.page-link.active,.active>.page-link{z-index:3;color:var(--bs-pagination-active-color);background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color)}.page-link.disabled,.disabled>.page-link{color:var(--bs-pagination-disabled-color);pointer-events:none;background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color)}.page-item:not(:first-child) .page-link{margin-left:0}.page-item:first-child .page-link{border-top-left-radius:var(--bs-pagination-border-radius);border-bottom-left-radius:var(--bs-pagination-border-radius)}.page-item:last-child .page-link{border-top-right-radius:var(--bs-pagination-border-radius);border-bottom-right-radius:var(--bs-pagination-border-radius)}.pagination-lg{--bs-pagination-padding-x: 1.5rem;--bs-pagination-padding-y: .75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius: .5rem}.pagination-sm{--bs-pagination-padding-x: .5rem;--bs-pagination-padding-y: .25rem;--bs-pagination-font-size:.875rem;--bs-pagination-border-radius: .25rem}.badge{--bs-badge-padding-x: .65em;--bs-badge-padding-y: .35em;--bs-badge-font-size:.75em;--bs-badge-font-weight: 700;--bs-badge-color: #fff;--bs-badge-border-radius: .375rem;display:inline-block;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;color:var(--bs-badge-color);text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:var(--bs-badge-border-radius)}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg: transparent;--bs-alert-padding-x: 1rem;--bs-alert-padding-y: 1rem;--bs-alert-margin-bottom: 1rem;--bs-alert-color: inherit;--bs-alert-border-color: transparent;--bs-alert-border: 1px solid var(--bs-alert-border-color);--bs-alert-border-radius: .375rem;position:relative;padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);margin-bottom:var(--bs-alert-margin-bottom);color:var(--bs-alert-color);background-color:var(--bs-alert-bg);border:var(--bs-alert-border);border-radius:var(--bs-alert-border-radius)}.alert-heading{color:inherit}.alert-link{font-weight:700}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{position:absolute;top:0;right:0;z-index:2;padding:1.25rem 1rem}.alert-default{--bs-alert-color: #596364;--bs-alert-bg: #eaeded;--bs-alert-border-color: #dfe4e4}.alert-default .alert-link{color:#474f50}.alert-primary{--bs-alert-color: #1a2530;--bs-alert-bg: #d5d8dc;--bs-alert-border-color: #c0c5cb}.alert-primary .alert-link{color:#151e26}.alert-secondary{--bs-alert-color: #596364;--bs-alert-bg: #eaeded;--bs-alert-border-color: #dfe4e4}.alert-secondary .alert-link{color:#474f50}.alert-success{--bs-alert-color: #0e715e;--bs-alert-bg: #d1f2eb;--bs-alert-border-color: #baebe1}.alert-success .alert-link{color:#0b5a4b}.alert-info{--bs-alert-color: #1f5b83;--bs-alert-bg: #d6eaf8;--bs-alert-border-color: #c2e0f4}.alert-info .alert-link{color:#194969}.alert-warning{--bs-alert-color: #925e0b;--bs-alert-bg: #fdebd0;--bs-alert-border-color: #fbe1b8}.alert-warning .alert-link{color:#754b09}.alert-danger{--bs-alert-color: #8b2e24;--bs-alert-bg: #fadbd8;--bs-alert-border-color: #f8c9c5}.alert-danger .alert-link{color:#6f251d}.alert-light{--bs-alert-color: #8e9091;--bs-alert-bg: #fbfcfc;--bs-alert-border-color: #f9fbfb}.alert-light .alert-link{color:#727374}.alert-dark{--bs-alert-color: #4a5353;--bs-alert-bg: #e5e8e8;--bs-alert-border-color: #d7dcdc}.alert-dark .alert-link{color:#3b4242}@keyframes progress-bar-stripes{0%{background-position-x:1rem}}.progress{--bs-progress-height: 1rem;--bs-progress-font-size:.75rem;--bs-progress-bg: #ecf0f1;--bs-progress-border-radius: .375rem;--bs-progress-box-shadow: inset 0 1px 2px rgba(0,0,0,0.075);--bs-progress-bar-color: #fff;--bs-progress-bar-bg: #2c3e50;--bs-progress-bar-transition: width 0.6s 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350px;--bs-toast-font-size:.875rem;--bs-toast-color: ;--bs-toast-bg: rgba(255,255,255,0.85);--bs-toast-border-width: 1px;--bs-toast-border-color: var(--bs-border-color-translucent);--bs-toast-border-radius: .375rem;--bs-toast-box-shadow: 0 0.5rem 1rem rgba(0,0,0,0.15);--bs-toast-header-color: #95a5a6;--bs-toast-header-bg: rgba(255,255,255,0.85);--bs-toast-header-border-color: rgba(0,0,0,0.05);width:var(--bs-toast-max-width);max-width:100%;font-size:var(--bs-toast-font-size);color:var(--bs-toast-color);pointer-events:auto;background-color:var(--bs-toast-bg);background-clip:padding-box;border:var(--bs-toast-border-width) solid var(--bs-toast-border-color);box-shadow:var(--bs-toast-box-shadow);border-radius:var(--bs-toast-border-radius)}.toast.showing{opacity:0}.toast:not(.show){display:none}.toast-container{--bs-toast-zindex: 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diff --git a/deps/bootstrap-5.3.1/bootstrap.bundle.min.js b/deps/bootstrap-5.3.1/bootstrap.bundle.min.js
new file mode 100644
index 0000000..e8f21f7
--- /dev/null
+++ b/deps/bootstrap-5.3.1/bootstrap.bundle.min.js
@@ -0,0 +1,7 @@
+/*!
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+  * Copyright 2011-2023 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors)
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+  */
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vi=Object.freeze(Object.defineProperty({__proto__:null,afterMain:ae,afterRead:se,afterWrite:he,applyStyles:_e,arrow:je,auto:Kt,basePlacements:Qt,beforeMain:oe,beforeRead:ie,beforeWrite:le,bottom:Rt,clippingParents:Ut,computeStyles:Be,createPopper:bi,createPopperBase:gi,createPopperLite:_i,detectOverflow:ii,end:Yt,eventListeners:Re,flip:si,hide:ai,left:Vt,main:re,modifierPhases:de,offset:li,placements:ee,popper:Jt,popperGenerator:mi,popperOffsets:ci,preventOverflow:hi,read:ne,reference:Zt,right:qt,start:Xt,top:zt,variationPlacements:te,viewport:Gt,write:ce},Symbol.toStringTag,{value:"Module"})),yi="dropdown",wi=".bs.dropdown",Ai=".data-api",Ei="ArrowUp",Ti="ArrowDown",Ci=`hide${wi}`,Oi=`hidden${wi}`,xi=`show${wi}`,ki=`shown${wi}`,Li=`click${wi}${Ai}`,Si=`keydown${wi}${Ai}`,Di=`keyup${wi}${Ai}`,$i="show",Ii='[data-bs-toggle="dropdown"]:not(.disabled):not(:disabled)',Ni=`${Ii}.${$i}`,Pi=".dropdown-menu",Mi=p()?"top-end":"top-start",ji=p()?"top-start":"top-end",Fi=p()?"bottom-end":"bottom-start",Hi=p()?"bottom-start":"bottom-end",Wi=p()?"left-start":"right-start",Bi=p()?"right-start":"left-start",zi={autoClose:!0,boundary:"clippingParents",display:"dynamic",offset:[0,2],popperConfig:null,reference:"toggle"},Ri={autoClose:"(boolean|string)",boundary:"(string|element)",display:"string",offset:"(array|string|function)",popperConfig:"(null|object|function)",reference:"(string|element|object)"};class qi extends W{constructor(t,e){super(t,e),this._popper=null,this._parent=this._element.parentNode,this._menu=z.next(this._element,Pi)[0]||z.prev(this._element,Pi)[0]||z.findOne(Pi,this._parent),this._inNavbar=this._detectNavbar()}static get Default(){return zi}static get DefaultType(){return Ri}static get NAME(){return yi}toggle(){return this._isShown()?this.hide():this.show()}show(){if(l(this._element)||this._isShown())return;const t={relatedTarget:this._element};if(!N.trigger(this._element,xi,t).defaultPrevented){if(this._createPopper(),"ontouchstart"in document.documentElement&&!this._parent.closest(".navbar-nav"))for(const t of[].concat(...document.body.children))N.on(t,"mouseover",h);this._element.focus(),this._element.setAttribute("aria-expanded",!0),this._menu.classList.add($i),this._element.classList.add($i),N.trigger(this._element,ki,t)}}hide(){if(l(this._element)||!this._isShown())return;const t={relatedTarget:this._element};this._completeHide(t)}dispose(){this._popper&&this._popper.destroy(),super.dispose()}update(){this._inNavbar=this._detectNavbar(),this._popper&&this._popper.update()}_completeHide(t){if(!N.trigger(this._element,Ci,t).defaultPrevented){if("ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.off(t,"mouseover",h);this._popper&&this._popper.destroy(),this._menu.classList.remove($i),this._element.classList.remove($i),this._element.setAttribute("aria-expanded","false"),F.removeDataAttribute(this._menu,"popper"),N.trigger(this._element,Oi,t)}}_getConfig(t){if("object"==typeof(t=super._getConfig(t)).reference&&!o(t.reference)&&"function"!=typeof t.reference.getBoundingClientRect)throw new TypeError(`${yi.toUpperCase()}: Option "reference" provided type "object" without a required "getBoundingClientRect" method.`);return t}_createPopper(){if(void 0===vi)throw new TypeError("Bootstrap's dropdowns require Popper (https://popper.js.org)");let t=this._element;"parent"===this._config.reference?t=this._parent:o(this._config.reference)?t=r(this._config.reference):"object"==typeof this._config.reference&&(t=this._config.reference);const e=this._getPopperConfig();this._popper=bi(t,this._menu,e)}_isShown(){return this._menu.classList.contains($i)}_getPlacement(){const t=this._parent;if(t.classList.contains("dropend"))return Wi;if(t.classList.contains("dropstart"))return Bi;if(t.classList.contains("dropup-center"))return"top";if(t.classList.contains("dropdown-center"))return"bottom";const e="end"===getComputedStyle(this._menu).getPropertyValue("--bs-position").trim();return t.classList.contains("dropup")?e?ji:Mi:e?Hi:Fi}_detectNavbar(){return null!==this._element.closest(".navbar")}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(F.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,...g(this._config.popperConfig,[t])}}_selectMenuItem({key:t,target:e}){const i=z.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter((t=>a(t)));i.length&&b(i,e,t===Ti,!i.includes(e)).focus()}static jQueryInterface(t){return this.each((function(){const e=qi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}static clearMenus(t){if(2===t.button||"keyup"===t.type&&"Tab"!==t.key)return;const e=z.find(Ni);for(const i of e){const e=qi.getInstance(i);if(!e||!1===e._config.autoClose)continue;const n=t.composedPath(),s=n.includes(e._menu);if(n.includes(e._element)||"inside"===e._config.autoClose&&!s||"outside"===e._config.autoClose&&s)continue;if(e._menu.contains(t.target)&&("keyup"===t.type&&"Tab"===t.key||/input|select|option|textarea|form/i.test(t.target.tagName)))continue;const o={relatedTarget:e._element};"click"===t.type&&(o.clickEvent=t),e._completeHide(o)}}static dataApiKeydownHandler(t){const e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Ei,Ti].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Ii)?this:z.prev(this,Ii)[0]||z.next(this,Ii)[0]||z.findOne(Ii,t.delegateTarget.parentNode),o=qi.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}N.on(document,Si,Ii,qi.dataApiKeydownHandler),N.on(document,Si,Pi,qi.dataApiKeydownHandler),N.on(document,Li,qi.clearMenus),N.on(document,Di,qi.clearMenus),N.on(document,Li,Ii,(function(t){t.preventDefault(),qi.getOrCreateInstance(this).toggle()})),m(qi);const Vi="backdrop",Ki="show",Qi=`mousedown.bs.${Vi}`,Xi={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},Yi={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class Ui extends H{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return Xi}static get DefaultType(){return Yi}static get NAME(){return Vi}show(t){if(!this._config.isVisible)return void g(t);this._append();const e=this._getElement();this._config.isAnimated&&d(e),e.classList.add(Ki),this._emulateAnimation((()=>{g(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(Ki),this._emulateAnimation((()=>{this.dispose(),g(t)}))):g(t)}dispose(){this._isAppended&&(N.off(this._element,Qi),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=r(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),N.on(t,Qi,(()=>{g(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){_(t,this._getElement(),this._config.isAnimated)}}const Gi=".bs.focustrap",Ji=`focusin${Gi}`,Zi=`keydown.tab${Gi}`,tn="backward",en={autofocus:!0,trapElement:null},nn={autofocus:"boolean",trapElement:"element"};class sn extends H{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return en}static get DefaultType(){return nn}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),N.off(document,Gi),N.on(document,Ji,(t=>this._handleFocusin(t))),N.on(document,Zi,(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,N.off(document,Gi))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=z.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===tn?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?tn:"forward")}}const on=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",rn=".sticky-top",an="padding-right",ln="margin-right";class cn{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,an,(e=>e+t)),this._setElementAttributes(on,an,(e=>e+t)),this._setElementAttributes(rn,ln,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,an),this._resetElementAttributes(on,an),this._resetElementAttributes(rn,ln)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&F.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=F.getDataAttribute(t,e);null!==i?(F.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(o(t))e(t);else for(const i of z.find(t,this._element))e(i)}}const hn=".bs.modal",dn=`hide${hn}`,un=`hidePrevented${hn}`,fn=`hidden${hn}`,pn=`show${hn}`,mn=`shown${hn}`,gn=`resize${hn}`,_n=`click.dismiss${hn}`,bn=`mousedown.dismiss${hn}`,vn=`keydown.dismiss${hn}`,yn=`click${hn}.data-api`,wn="modal-open",An="show",En="modal-static",Tn={backdrop:!0,focus:!0,keyboard:!0},Cn={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class On extends W{constructor(t,e){super(t,e),this._dialog=z.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new cn,this._addEventListeners()}static get Default(){return Tn}static get DefaultType(){return Cn}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||N.trigger(this._element,pn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(wn),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(N.trigger(this._element,dn).defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(An),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){N.off(window,hn),N.off(this._dialog,hn),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new Ui({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||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;const e=z.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),d(this._element),this._element.classList.add(An),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,N.trigger(this._element,mn,{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){N.on(this._element,vn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():this._triggerBackdropTransition())})),N.on(window,gn,(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),N.on(this._element,bn,(t=>{N.one(this._element,_n,(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_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(wn),this._resetAdjustments(),this._scrollBar.reset(),N.trigger(this._element,fn)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(N.trigger(this._element,un).defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(En)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(En),this._queueCallback((()=>{this._element.classList.remove(En),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=p()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=p()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=On.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}N.on(document,yn,'[data-bs-toggle="modal"]',(function(t){const e=z.getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),N.one(e,pn,(t=>{t.defaultPrevented||N.one(e,fn,(()=>{a(this)&&this.focus()}))}));const i=z.findOne(".modal.show");i&&On.getInstance(i).hide(),On.getOrCreateInstance(e).toggle(this)})),R(On),m(On);const xn=".bs.offcanvas",kn=".data-api",Ln=`load${xn}${kn}`,Sn="show",Dn="showing",$n="hiding",In=".offcanvas.show",Nn=`show${xn}`,Pn=`shown${xn}`,Mn=`hide${xn}`,jn=`hidePrevented${xn}`,Fn=`hidden${xn}`,Hn=`resize${xn}`,Wn=`click${xn}${kn}`,Bn=`keydown.dismiss${xn}`,zn={backdrop:!0,keyboard:!0,scroll:!1},Rn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class qn extends W{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return zn}static get DefaultType(){return Rn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||N.trigger(this._element,Nn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new cn).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(Dn),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(Sn),this._element.classList.remove(Dn),N.trigger(this._element,Pn,{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(N.trigger(this._element,Mn).defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add($n),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove(Sn,$n),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new cn).reset(),N.trigger(this._element,Fn)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new Ui({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():N.trigger(this._element,jn)}:null})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_addEventListeners(){N.on(this._element,Bn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():N.trigger(this._element,jn))}))}static jQueryInterface(t){return this.each((function(){const e=qn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}N.on(document,Wn,'[data-bs-toggle="offcanvas"]',(function(t){const e=z.getElementFromSelector(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this))return;N.one(e,Fn,(()=>{a(this)&&this.focus()}));const i=z.findOne(In);i&&i!==e&&qn.getInstance(i).hide(),qn.getOrCreateInstance(e).toggle(this)})),N.on(window,Ln,(()=>{for(const t of z.find(In))qn.getOrCreateInstance(t).show()})),N.on(window,Hn,(()=>{for(const t of z.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&qn.getOrCreateInstance(t).hide()})),R(qn),m(qn);const Vn={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Kn=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Qn=/^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i,Xn=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!Kn.has(i)||Boolean(Qn.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Yn={allowList:Vn,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"<div></div>"},Un={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},Gn={entry:"(string|element|function|null)",selector:"(string|element)"};class Jn extends H{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Yn}static get DefaultType(){return Un}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map((t=>this._resolvePossibleFunction(t))).filter(Boolean)}hasContent(){return this.getContent().length>0}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){const t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const e=t.children[0],i=this._resolvePossibleFunction(this._config.extraClass);return i&&e.classList.add(...i.split(" ")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(const[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},Gn)}_setContent(t,e,i){const n=z.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?o(e)?this._putElementInTemplate(r(e),n):this._config.html?n.innerHTML=this._maybeSanitize(e):n.textContent=e:n.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(!Object.keys(e).includes(i)){t.remove();continue}const n=[].concat(...t.attributes),s=[].concat(e["*"]||[],e[i]||[]);for(const e of n)Xn(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return g(t,[this])}_putElementInTemplate(t,e){if(this._config.html)return e.innerHTML="",void e.append(t);e.textContent=t.textContent}}const Zn=new Set(["sanitize","allowList","sanitizeFn"]),ts="fade",es="show",is=".modal",ns="hide.bs.modal",ss="hover",os="focus",rs={AUTO:"auto",TOP:"top",RIGHT:p()?"left":"right",BOTTOM:"bottom",LEFT:p()?"right":"left"},as={allowList:Vn,animation:!0,boundary:"clippingParents",container:!1,customClass:"",delay:0,fallbackPlacements:["top","right","bottom","left"],html:!1,offset:[0,6],placement:"top",popperConfig:null,sanitize:!0,sanitizeFn:null,selector:!1,template:'<div class="tooltip" role="tooltip"><div class="tooltip-arrow"></div><div class="tooltip-inner"></div></div>',title:"",trigger:"hover focus"},ls={allowList:"object",animation:"boolean",boundary:"(string|element)",container:"(string|element|boolean)",customClass:"(string|function)",delay:"(number|object)",fallbackPlacements:"array",html:"boolean",offset:"(array|string|function)",placement:"(string|function)",popperConfig:"(null|object|function)",sanitize:"boolean",sanitizeFn:"(null|function)",selector:"(string|boolean)",template:"string",title:"(string|element|function)",trigger:"string"};class cs extends W{constructor(t,e){if(void 0===vi)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");super(t,e),this._isEnabled=!0,this._timeout=0,this._isHovered=null,this._activeTrigger={},this._popper=null,this._templateFactory=null,this._newContent=null,this.tip=null,this._setListeners(),this._config.selector||this._fixTitle()}static get Default(){return as}static get DefaultType(){return ls}static get NAME(){return"tooltip"}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(){this._isEnabled&&(this._activeTrigger.click=!this._activeTrigger.click,this._isShown()?this._leave():this._enter())}dispose(){clearTimeout(this._timeout),N.off(this._element.closest(is),ns,this._hideModalHandler),this._element.getAttribute("data-bs-original-title")&&this._element.setAttribute("title",this._element.getAttribute("data-bs-original-title")),this._disposePopper(),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=N.trigger(this._element,this.constructor.eventName("show")),e=(c(this._element)||this._element.ownerDocument.documentElement).contains(this._element);if(t.defaultPrevented||!e)return;this._disposePopper();const i=this._getTipElement();this._element.setAttribute("aria-describedby",i.getAttribute("id"));const{container:n}=this._config;if(this._element.ownerDocument.documentElement.contains(this.tip)||(n.append(i),N.trigger(this._element,this.constructor.eventName("inserted"))),this._popper=this._createPopper(i),i.classList.add(es),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.on(t,"mouseover",h);this._queueCallback((()=>{N.trigger(this._element,this.constructor.eventName("shown")),!1===this._isHovered&&this._leave(),this._isHovered=!1}),this.tip,this._isAnimated())}hide(){if(this._isShown()&&!N.trigger(this._element,this.constructor.eventName("hide")).defaultPrevented){if(this._getTipElement().classList.remove(es),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.off(t,"mouseover",h);this._activeTrigger.click=!1,this._activeTrigger[os]=!1,this._activeTrigger[ss]=!1,this._isHovered=null,this._queueCallback((()=>{this._isWithActiveTrigger()||(this._isHovered||this._disposePopper(),this._element.removeAttribute("aria-describedby"),N.trigger(this._element,this.constructor.eventName("hidden")))}),this.tip,this._isAnimated())}}update(){this._popper&&this._popper.update()}_isWithContent(){return Boolean(this._getTitle())}_getTipElement(){return this.tip||(this.tip=this._createTipElement(this._newContent||this._getContentForTemplate())),this.tip}_createTipElement(t){const e=this._getTemplateFactory(t).toHtml();if(!e)return null;e.classList.remove(ts,es),e.classList.add(`bs-${this.constructor.NAME}-auto`);const i=(t=>{do{t+=Math.floor(1e6*Math.random())}while(document.getElementById(t));return t})(this.constructor.NAME).toString();return 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object[0] : object\n  }\n\n  if (typeof object === 'string' && object.length > 0) {\n    return document.querySelector(parseSelector(object))\n  }\n\n  return null\n}\n\nconst isVisible = element => {\n  if (!isElement(element) || element.getClientRects().length === 0) {\n    return false\n  }\n\n  const elementIsVisible = getComputedStyle(element).getPropertyValue('visibility') === 'visible'\n  // Handle `details` element as its content may falsie appear visible when it is closed\n  const closedDetails = element.closest('details:not([open])')\n\n  if (!closedDetails) {\n    return elementIsVisible\n  }\n\n  if (closedDetails !== element) {\n    const summary = element.closest('summary')\n    if (summary && summary.parentNode !== closedDetails) {\n      return false\n    }\n\n    if (summary === null) {\n      return false\n    }\n  }\n\n  return elementIsVisible\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  element.offsetHeight // eslint-disable-line no-unused-expressions\n}\n\nconst getjQuery = () => {\n  if (window.jQuery && !document.body.hasAttribute('data-bs-no-jquery')) {\n    return window.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        for (const callback of DOMContentLoadedCallbacks) {\n          callback()\n        }\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 = (possibleCallback, args = [], defaultValue = possibleCallback) => {\n  return typeof possibleCallback === 'function' ? possibleCallback(...args) : defaultValue\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  const listLength = list.length\n  let index = list.indexOf(activeElement)\n\n  // if the element does not exist in the list return an element\n  // depending on the direction and if cycle is allowed\n  if (index === -1) {\n    return !shouldGetNext && isCycleAllowed ? list[listLength - 1] : list[0]\n  }\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  defineJQueryPlugin,\n  execute,\n  executeAfterTransition,\n  findShadowRoot,\n  getElement,\n  getjQuery,\n  getNextActiveElement,\n  getTransitionDurationFromElement,\n  getUID,\n  isDisabled,\n  isElement,\n  isRTL,\n  isVisible,\n  noop,\n  onDOMContentLoaded,\n  parseSelector,\n  reflow,\n  triggerTransitionEnd,\n  toType\n}\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/event-handler.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { getjQuery } from '../util/index.js'\n\n/**\n * Constants\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}\n\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 * Private methods\n */\n\nfunction makeEventUid(element, uid) {\n  return (uid && `${uid}::${uidEvent++}`) || element.uidEvent || uidEvent++\n}\n\nfunction getElementEvents(element) {\n  const uid = makeEventUid(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    hydrateObj(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 (const domElement of domElements) {\n        if (domElement !== target) {\n          continue\n        }\n\n        hydrateObj(event, { delegateTarget: target })\n\n        if (handler.oneOff) {\n          EventHandler.off(element, event.type, selector, fn)\n        }\n\n        return fn.apply(target, [event])\n      }\n    }\n  }\n}\n\nfunction findHandler(events, callable, delegationSelector = null) {\n  return Object.values(events)\n    .find(event => event.callable === callable && event.delegationSelector === delegationSelector)\n}\n\nfunction normalizeParameters(originalTypeEvent, handler, delegationFunction) {\n  const isDelegated = typeof handler === 'string'\n  // TODO: tooltip passes `false` instead of selector, so we need to check\n  const callable = isDelegated ? delegationFunction : (handler || delegationFunction)\n  let typeEvent = getTypeEvent(originalTypeEvent)\n\n  if (!nativeEvents.has(typeEvent)) {\n    typeEvent = originalTypeEvent\n  }\n\n  return [isDelegated, callable, typeEvent]\n}\n\nfunction addHandler(element, originalTypeEvent, handler, delegationFunction, oneOff) {\n  if (typeof originalTypeEvent !== 'string' || !element) {\n    return\n  }\n\n  let [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction)\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 (originalTypeEvent in customEvents) {\n    const wrapFunction = 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    callable = wrapFunction(callable)\n  }\n\n  const events = getElementEvents(element)\n  const handlers = events[typeEvent] || (events[typeEvent] = {})\n  const previousFunction = findHandler(handlers, callable, isDelegated ? handler : null)\n\n  if (previousFunction) {\n    previousFunction.oneOff = previousFunction.oneOff && oneOff\n\n    return\n  }\n\n  const uid = makeEventUid(callable, originalTypeEvent.replace(namespaceRegex, ''))\n  const fn = isDelegated ?\n    bootstrapDelegationHandler(element, handler, callable) :\n    bootstrapHandler(element, callable)\n\n  fn.delegationSelector = isDelegated ? handler : null\n  fn.callable = callable\n  fn.oneOff = oneOff\n  fn.uidEvent = uid\n  handlers[uid] = fn\n\n  element.addEventListener(typeEvent, fn, isDelegated)\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  for (const [handlerKey, event] of Object.entries(storeElementEvent)) {\n    if (handlerKey.includes(namespace)) {\n      removeHandler(element, events, typeEvent, event.callable, 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, delegationFunction) {\n    addHandler(element, event, handler, delegationFunction, false)\n  },\n\n  one(element, event, handler, delegationFunction) {\n    addHandler(element, event, handler, delegationFunction, true)\n  },\n\n  off(element, originalTypeEvent, handler, delegationFunction) {\n    if (typeof originalTypeEvent !== 'string' || !element) {\n      return\n    }\n\n    const [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction)\n    const inNamespace = typeEvent !== originalTypeEvent\n    const events = getElementEvents(element)\n    const storeElementEvent = events[typeEvent] || {}\n    const isNamespace = originalTypeEvent.startsWith('.')\n\n    if (typeof callable !== 'undefined') {\n      // Simplest case: handler is passed, remove that listener ONLY.\n      if (!Object.keys(storeElementEvent).length) {\n        return\n      }\n\n      removeHandler(element, events, typeEvent, callable, isDelegated ? handler : null)\n      return\n    }\n\n    if (isNamespace) {\n      for (const elementEvent of Object.keys(events)) {\n        removeNamespacedHandlers(element, events, elementEvent, originalTypeEvent.slice(1))\n      }\n    }\n\n    for (const [keyHandlers, event] of Object.entries(storeElementEvent)) {\n      const handlerKey = keyHandlers.replace(stripUidRegex, '')\n\n      if (!inNamespace || originalTypeEvent.includes(handlerKey)) {\n        removeHandler(element, events, typeEvent, event.callable, 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\n    let jQueryEvent = null\n    let bubbles = true\n    let nativeDispatch = true\n    let defaultPrevented = false\n\n    if (inNamespace && $) {\n      jQueryEvent = $.Event(event, args)\n\n      $(element).trigger(jQueryEvent)\n      bubbles = !jQueryEvent.isPropagationStopped()\n      nativeDispatch = !jQueryEvent.isImmediatePropagationStopped()\n      defaultPrevented = jQueryEvent.isDefaultPrevented()\n    }\n\n    const evt = hydrateObj(new Event(event, { bubbles, cancelable: true }), args)\n\n    if (defaultPrevented) {\n      evt.preventDefault()\n    }\n\n    if (nativeDispatch) {\n      element.dispatchEvent(evt)\n    }\n\n    if (evt.defaultPrevented && jQueryEvent) {\n      jQueryEvent.preventDefault()\n    }\n\n    return evt\n  }\n}\n\nfunction hydrateObj(obj, meta = {}) {\n  for (const [key, value] of Object.entries(meta)) {\n    try {\n      obj[key] = value\n    } catch {\n      Object.defineProperty(obj, key, {\n        configurable: true,\n        get() {\n          return value\n        }\n      })\n    }\n  }\n\n  return obj\n}\n\nexport default EventHandler\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/manipulator.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nfunction normalizeData(value) {\n  if (value === 'true') {\n    return true\n  }\n\n  if (value === 'false') {\n    return false\n  }\n\n  if (value === Number(value).toString()) {\n    return Number(value)\n  }\n\n  if (value === '' || value === 'null') {\n    return null\n  }\n\n  if (typeof value !== 'string') {\n    return value\n  }\n\n  try {\n    return JSON.parse(decodeURIComponent(value))\n  } catch {\n    return value\n  }\n}\n\nfunction normalizeDataKey(key) {\n  return key.replace(/[A-Z]/g, chr => `-${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    const bsKeys = Object.keys(element.dataset).filter(key => key.startsWith('bs') && !key.startsWith('bsConfig'))\n\n    for (const key of bsKeys) {\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-${normalizeDataKey(key)}`))\n  }\n}\n\nexport default Manipulator\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap util/config.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport Manipulator from '../dom/manipulator.js'\nimport { isElement, toType } from './index.js'\n\n/**\n * Class definition\n */\n\nclass Config {\n  // Getters\n  static get Default() {\n    return {}\n  }\n\n  static get DefaultType() {\n    return {}\n  }\n\n  static get NAME() {\n    throw new Error('You have to implement the static method \"NAME\", for each component!')\n  }\n\n  _getConfig(config) {\n    config = this._mergeConfigObj(config)\n    config = this._configAfterMerge(config)\n    this._typeCheckConfig(config)\n    return config\n  }\n\n  _configAfterMerge(config) {\n    return config\n  }\n\n  _mergeConfigObj(config, element) {\n    const jsonConfig = isElement(element) ? Manipulator.getDataAttribute(element, 'config') : {} // try to parse\n\n    return {\n      ...this.constructor.Default,\n      ...(typeof jsonConfig === 'object' ? jsonConfig : {}),\n      ...(isElement(element) ? Manipulator.getDataAttributes(element) : {}),\n      ...(typeof config === 'object' ? config : {})\n    }\n  }\n\n  _typeCheckConfig(config, configTypes = this.constructor.DefaultType) {\n    for (const [property, expectedTypes] of Object.entries(configTypes)) {\n      const value = config[property]\n      const valueType = isElement(value) ? 'element' : toType(value)\n\n      if (!new RegExp(expectedTypes).test(valueType)) {\n        throw new TypeError(\n          `${this.constructor.NAME.toUpperCase()}: Option \"${property}\" provided type \"${valueType}\" but expected type \"${expectedTypes}\".`\n        )\n      }\n    }\n  }\n}\n\nexport default Config\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap base-component.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport Data from './dom/data.js'\nimport EventHandler from './dom/event-handler.js'\nimport Config from './util/config.js'\nimport { executeAfterTransition, getElement } from './util/index.js'\n\n/**\n * Constants\n */\n\nconst VERSION = '5.3.1'\n\n/**\n * Class definition\n */\n\nclass BaseComponent extends Config {\n  constructor(element, config) {\n    super()\n\n    element = getElement(element)\n    if (!element) {\n      return\n    }\n\n    this._element = element\n    this._config = this._getConfig(config)\n\n    Data.set(this._element, this.constructor.DATA_KEY, this)\n  }\n\n  // Public\n  dispose() {\n    Data.remove(this._element, this.constructor.DATA_KEY)\n    EventHandler.off(this._element, this.constructor.EVENT_KEY)\n\n    for (const propertyName of Object.getOwnPropertyNames(this)) {\n      this[propertyName] = null\n    }\n  }\n\n  _queueCallback(callback, element, isAnimated = true) {\n    executeAfterTransition(callback, element, isAnimated)\n  }\n\n  _getConfig(config) {\n    config = this._mergeConfigObj(config, this._element)\n    config = this._configAfterMerge(config)\n    this._typeCheckConfig(config)\n    return config\n  }\n\n  // Static\n  static getInstance(element) {\n    return Data.get(getElement(element), this.DATA_KEY)\n  }\n\n  static getOrCreateInstance(element, config = {}) {\n    return this.getInstance(element) || new this(element, typeof config === 'object' ? config : null)\n  }\n\n  static get VERSION() {\n    return VERSION\n  }\n\n  static get DATA_KEY() {\n    return `bs.${this.NAME}`\n  }\n\n  static get EVENT_KEY() {\n    return `.${this.DATA_KEY}`\n  }\n\n  static eventName(name) {\n    return `${name}${this.EVENT_KEY}`\n  }\n}\n\nexport default BaseComponent\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/selector-engine.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { isDisabled, isVisible, parseSelector } from '../util/index.js'\n\nconst getSelector = element => {\n  let selector = element.getAttribute('data-bs-target')\n\n  if (!selector || selector === '#') {\n    let hrefAttribute = element.getAttribute('href')\n\n    // The only valid content that could double as a selector are IDs or classes,\n    // so everything starting with `#` or `.`. If a \"real\" URL is used as the selector,\n    // `document.querySelector` will rightfully complain it is invalid.\n    // See https://github.com/twbs/bootstrap/issues/32273\n    if (!hrefAttribute || (!hrefAttribute.includes('#') && !hrefAttribute.startsWith('.'))) {\n      return null\n    }\n\n    // Just in case some CMS puts out a full URL with the anchor appended\n    if (hrefAttribute.includes('#') && !hrefAttribute.startsWith('#')) {\n      hrefAttribute = `#${hrefAttribute.split('#')[1]}`\n    }\n\n    selector = hrefAttribute && hrefAttribute !== '#' ? hrefAttribute.trim() : null\n  }\n\n  return parseSelector(selector)\n}\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).filter(child => child.matches(selector))\n  },\n\n  parents(element, selector) {\n    const parents = []\n    let ancestor = element.parentNode.closest(selector)\n\n    while (ancestor) {\n      parents.push(ancestor)\n      ancestor = ancestor.parentNode.closest(selector)\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  // TODO: this is now unused; remove later along with prev()\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 => `${selector}:not([tabindex^=\"-\"])`).join(',')\n\n    return this.find(focusables, element).filter(el => !isDisabled(el) && isVisible(el))\n  },\n\n  getSelectorFromElement(element) {\n    const selector = getSelector(element)\n\n    if (selector) {\n      return SelectorEngine.findOne(selector) ? selector : null\n    }\n\n    return null\n  },\n\n  getElementFromSelector(element) {\n    const selector = getSelector(element)\n\n    return selector ? SelectorEngine.findOne(selector) : null\n  },\n\n  getMultipleElementsFromSelector(element) {\n    const selector = getSelector(element)\n\n    return selector ? SelectorEngine.find(selector) : []\n  }\n}\n\nexport default SelectorEngine\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap util/component-functions.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport EventHandler from '../dom/event-handler.js'\nimport SelectorEngine from '../dom/selector-engine.js'\nimport { isDisabled } from './index.js'\n\nconst enableDismissTrigger = (component, method = 'hide') => {\n  const clickEvent = `click.dismiss${component.EVENT_KEY}`\n  const name = component.NAME\n\n  EventHandler.on(document, clickEvent, `[data-bs-dismiss=\"${name}\"]`, function (event) {\n    if (['A', 'AREA'].includes(this.tagName)) {\n      event.preventDefault()\n    }\n\n    if (isDisabled(this)) {\n      return\n    }\n\n    const target = SelectorEngine.getElementFromSelector(this) || this.closest(`.${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 alert.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport { enableDismissTrigger } from './util/component-functions.js'\nimport { defineJQueryPlugin } from './util/index.js'\n\n/**\n * Constants\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${EVENT_KEY}`\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_SHOW = 'show'\n\n/**\n * Class definition\n */\n\nclass Alert extends BaseComponent {\n  // Getters\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  close() {\n    const closeEvent = EventHandler.trigger(this._element, EVENT_CLOSE)\n\n    if (closeEvent.defaultPrevented) {\n      return\n    }\n\n    this._element.classList.remove(CLASS_NAME_SHOW)\n\n    const isAnimated = this._element.classList.contains(CLASS_NAME_FADE)\n    this._queueCallback(() => this._destroyElement(), this._element, isAnimated)\n  }\n\n  // Private\n  _destroyElement() {\n    this._element.remove()\n    EventHandler.trigger(this._element, EVENT_CLOSED)\n    this.dispose()\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Alert.getOrCreateInstance(this)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config](this)\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nenableDismissTrigger(Alert, 'close')\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Alert)\n\nexport default Alert\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap button.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport { defineJQueryPlugin } from './util/index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'button'\nconst DATA_KEY = 'bs.button'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst CLASS_NAME_ACTIVE = 'active'\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"button\"]'\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\n\n/**\n * Class definition\n */\n\nclass Button extends BaseComponent {\n  // Getters\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  toggle() {\n    // Toggle class and sync the `aria-pressed` attribute with the return value of the `.toggle()` method\n    this._element.setAttribute('aria-pressed', this._element.classList.toggle(CLASS_NAME_ACTIVE))\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Button.getOrCreateInstance(this)\n\n      if (config === 'toggle') {\n        data[config]()\n      }\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, event => {\n  event.preventDefault()\n\n  const button = event.target.closest(SELECTOR_DATA_TOGGLE)\n  const data = Button.getOrCreateInstance(button)\n\n  data.toggle()\n})\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Button)\n\nexport default Button\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap util/swipe.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport EventHandler from '../dom/event-handler.js'\nimport Config from './config.js'\nimport { execute } from './index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'swipe'\nconst EVENT_KEY = '.bs.swipe'\nconst EVENT_TOUCHSTART = `touchstart${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 POINTER_TYPE_TOUCH = 'touch'\nconst POINTER_TYPE_PEN = 'pen'\nconst CLASS_NAME_POINTER_EVENT = 'pointer-event'\nconst SWIPE_THRESHOLD = 40\n\nconst Default = {\n  endCallback: null,\n  leftCallback: null,\n  rightCallback: null\n}\n\nconst DefaultType = {\n  endCallback: '(function|null)',\n  leftCallback: '(function|null)',\n  rightCallback: '(function|null)'\n}\n\n/**\n * Class definition\n */\n\nclass Swipe extends Config {\n  constructor(element, config) {\n    super()\n    this._element = element\n\n    if (!element || !Swipe.isSupported()) {\n      return\n    }\n\n    this._config = this._getConfig(config)\n    this._deltaX = 0\n    this._supportPointerEvents = Boolean(window.PointerEvent)\n    this._initEvents()\n  }\n\n  // Getters\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  dispose() {\n    EventHandler.off(this._element, EVENT_KEY)\n  }\n\n  // Private\n  _start(event) {\n    if (!this._supportPointerEvents) {\n      this._deltaX = event.touches[0].clientX\n\n      return\n    }\n\n    if (this._eventIsPointerPenTouch(event)) {\n      this._deltaX = event.clientX\n    }\n  }\n\n  _end(event) {\n    if (this._eventIsPointerPenTouch(event)) {\n      this._deltaX = event.clientX - this._deltaX\n    }\n\n    this._handleSwipe()\n    execute(this._config.endCallback)\n  }\n\n  _move(event) {\n    this._deltaX = event.touches && event.touches.length > 1 ?\n      0 :\n      event.touches[0].clientX - this._deltaX\n  }\n\n  _handleSwipe() {\n    const absDeltaX = Math.abs(this._deltaX)\n\n    if (absDeltaX <= SWIPE_THRESHOLD) {\n      return\n    }\n\n    const direction = absDeltaX / this._deltaX\n\n    this._deltaX = 0\n\n    if (!direction) {\n      return\n    }\n\n    execute(direction > 0 ? this._config.rightCallback : this._config.leftCallback)\n  }\n\n  _initEvents() {\n    if (this._supportPointerEvents) {\n      EventHandler.on(this._element, EVENT_POINTERDOWN, event => this._start(event))\n      EventHandler.on(this._element, EVENT_POINTERUP, event => this._end(event))\n\n      this._element.classList.add(CLASS_NAME_POINTER_EVENT)\n    } else {\n      EventHandler.on(this._element, EVENT_TOUCHSTART, event => this._start(event))\n      EventHandler.on(this._element, EVENT_TOUCHMOVE, event => this._move(event))\n      EventHandler.on(this._element, EVENT_TOUCHEND, event => this._end(event))\n    }\n  }\n\n  _eventIsPointerPenTouch(event) {\n    return this._supportPointerEvents && (event.pointerType === POINTER_TYPE_PEN || event.pointerType === POINTER_TYPE_TOUCH)\n  }\n\n  // Static\n  static isSupported() {\n    return 'ontouchstart' in document.documentElement || navigator.maxTouchPoints > 0\n  }\n}\n\nexport default Swipe\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap carousel.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport Manipulator from './dom/manipulator.js'\nimport SelectorEngine from './dom/selector-engine.js'\nimport {\n  defineJQueryPlugin,\n  getNextActiveElement,\n  isRTL,\n  isVisible,\n  reflow,\n  triggerTransitionEnd\n} from './util/index.js'\nimport Swipe from './util/swipe.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'carousel'\nconst DATA_KEY = 'bs.carousel'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst ARROW_LEFT_KEY = 'ArrowLeft'\nconst ARROW_RIGHT_KEY = 'ArrowRight'\nconst TOUCHEVENT_COMPAT_WAIT = 500 // Time for mouse compat events to fire after touch\n\nconst ORDER_NEXT = 'next'\nconst ORDER_PREV = 'prev'\nconst DIRECTION_LEFT = 'left'\nconst DIRECTION_RIGHT = 'right'\n\nconst EVENT_SLIDE = `slide${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_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'\n\nconst SELECTOR_ACTIVE = '.active'\nconst SELECTOR_ITEM = '.carousel-item'\nconst SELECTOR_ACTIVE_ITEM = SELECTOR_ACTIVE + SELECTOR_ITEM\nconst SELECTOR_ITEM_IMG = '.carousel-item img'\nconst SELECTOR_INDICATORS = '.carousel-indicators'\nconst SELECTOR_DATA_SLIDE = '[data-bs-slide], [data-bs-slide-to]'\nconst SELECTOR_DATA_RIDE = '[data-bs-ride=\"carousel\"]'\n\nconst KEY_TO_DIRECTION = {\n  [ARROW_LEFT_KEY]: DIRECTION_RIGHT,\n  [ARROW_RIGHT_KEY]: DIRECTION_LEFT\n}\n\nconst Default = {\n  interval: 5000,\n  keyboard: true,\n  pause: 'hover',\n  ride: false,\n  touch: true,\n  wrap: true\n}\n\nconst DefaultType = {\n  interval: '(number|boolean)', // TODO:v6 remove boolean support\n  keyboard: 'boolean',\n  pause: '(string|boolean)',\n  ride: '(boolean|string)',\n  touch: 'boolean',\n  wrap: 'boolean'\n}\n\n/**\n * Class definition\n */\n\nclass Carousel extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._interval = null\n    this._activeElement = null\n    this._isSliding = false\n    this.touchTimeout = null\n    this._swipeHelper = null\n\n    this._indicatorsElement = SelectorEngine.findOne(SELECTOR_INDICATORS, this._element)\n    this._addEventListeners()\n\n    if (this._config.ride === CLASS_NAME_CAROUSEL) {\n      this.cycle()\n    }\n  }\n\n  // Getters\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  next() {\n    this._slide(ORDER_NEXT)\n  }\n\n  nextWhenVisible() {\n    // FIXME TODO use `document.visibilityState`\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() {\n    if (this._isSliding) {\n      triggerTransitionEnd(this._element)\n    }\n\n    this._clearInterval()\n  }\n\n  cycle() {\n    this._clearInterval()\n    this._updateInterval()\n\n    this._interval = setInterval(() => this.nextWhenVisible(), this._config.interval)\n  }\n\n  _maybeEnableCycle() {\n    if (!this._config.ride) {\n      return\n    }\n\n    if (this._isSliding) {\n      EventHandler.one(this._element, EVENT_SLID, () => this.cycle())\n      return\n    }\n\n    this.cycle()\n  }\n\n  to(index) {\n    const items = this._getItems()\n    if (index > 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    const activeIndex = this._getItemIndex(this._getActive())\n    if (activeIndex === index) {\n      return\n    }\n\n    const order = index > activeIndex ? ORDER_NEXT : ORDER_PREV\n\n    this._slide(order, items[index])\n  }\n\n  dispose() {\n    if (this._swipeHelper) {\n      this._swipeHelper.dispose()\n    }\n\n    super.dispose()\n  }\n\n  // Private\n  _configAfterMerge(config) {\n    config.defaultInterval = config.interval\n    return config\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, () => this.pause())\n      EventHandler.on(this._element, EVENT_MOUSELEAVE, () => this._maybeEnableCycle())\n    }\n\n    if (this._config.touch && Swipe.isSupported()) {\n      this._addTouchEventListeners()\n    }\n  }\n\n  _addTouchEventListeners() {\n    for (const img of SelectorEngine.find(SELECTOR_ITEM_IMG, this._element)) {\n      EventHandler.on(img, EVENT_DRAG_START, event => event.preventDefault())\n    }\n\n    const endCallBack = () => {\n      if (this._config.pause !== 'hover') {\n        return\n      }\n\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(() => this._maybeEnableCycle(), TOUCHEVENT_COMPAT_WAIT + this._config.interval)\n    }\n\n    const swipeConfig = {\n      leftCallback: () => this._slide(this._directionToOrder(DIRECTION_LEFT)),\n      rightCallback: () => this._slide(this._directionToOrder(DIRECTION_RIGHT)),\n      endCallback: endCallBack\n    }\n\n    this._swipeHelper = new Swipe(this._element, swipeConfig)\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(this._directionToOrder(direction))\n    }\n  }\n\n  _getItemIndex(element) {\n    return this._getItems().indexOf(element)\n  }\n\n  _setActiveIndicatorElement(index) {\n    if (!this._indicatorsElement) {\n      return\n    }\n\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 newActiveIndicator = SelectorEngine.findOne(`[data-bs-slide-to=\"${index}\"]`, this._indicatorsElement)\n\n    if (newActiveIndicator) {\n      newActiveIndicator.classList.add(CLASS_NAME_ACTIVE)\n      newActiveIndicator.setAttribute('aria-current', 'true')\n    }\n  }\n\n  _updateInterval() {\n    const element = this._activeElement || this._getActive()\n\n    if (!element) {\n      return\n    }\n\n    const elementInterval = Number.parseInt(element.getAttribute('data-bs-interval'), 10)\n\n    this._config.interval = elementInterval || this._config.defaultInterval\n  }\n\n  _slide(order, element = null) {\n    if (this._isSliding) {\n      return\n    }\n\n    const activeElement = this._getActive()\n    const isNext = order === ORDER_NEXT\n    const nextElement = element || getNextActiveElement(this._getItems(), activeElement, isNext, this._config.wrap)\n\n    if (nextElement === activeElement) {\n      return\n    }\n\n    const nextElementIndex = this._getItemIndex(nextElement)\n\n    const triggerEvent = eventName => {\n      return EventHandler.trigger(this._element, eventName, {\n        relatedTarget: nextElement,\n        direction: this._orderToDirection(order),\n        from: this._getItemIndex(activeElement),\n        to: nextElementIndex\n      })\n    }\n\n    const slideEvent = triggerEvent(EVENT_SLIDE)\n\n    if (slideEvent.defaultPrevented) {\n      return\n    }\n\n    if (!activeElement || !nextElement) {\n      // Some weirdness is happening, so we bail\n      // TODO: change tests that use empty divs to avoid this check\n      return\n    }\n\n    const isCycling = Boolean(this._interval)\n    this.pause()\n\n    this._isSliding = true\n\n    this._setActiveIndicatorElement(nextElementIndex)\n    this._activeElement = nextElement\n\n    const directionalClassName = isNext ? CLASS_NAME_START : CLASS_NAME_END\n    const orderClassName = isNext ? CLASS_NAME_NEXT : CLASS_NAME_PREV\n\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      triggerEvent(EVENT_SLID)\n    }\n\n    this._queueCallback(completeCallBack, activeElement, this._isAnimated())\n\n    if (isCycling) {\n      this.cycle()\n    }\n  }\n\n  _isAnimated() {\n    return this._element.classList.contains(CLASS_NAME_SLIDE)\n  }\n\n  _getActive() {\n    return SelectorEngine.findOne(SELECTOR_ACTIVE_ITEM, this._element)\n  }\n\n  _getItems() {\n    return SelectorEngine.find(SELECTOR_ITEM, this._element)\n  }\n\n  _clearInterval() {\n    if (this._interval) {\n      clearInterval(this._interval)\n      this._interval = null\n    }\n  }\n\n  _directionToOrder(direction) {\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 (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  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Carousel.getOrCreateInstance(this, config)\n\n      if (typeof config === 'number') {\n        data.to(config)\n        return\n      }\n\n      if (typeof config === 'string') {\n        if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n          throw new TypeError(`No method named \"${config}\"`)\n        }\n\n        data[config]()\n      }\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_SLIDE, function (event) {\n  const target = SelectorEngine.getElementFromSelector(this)\n\n  if (!target || !target.classList.contains(CLASS_NAME_CAROUSEL)) {\n    return\n  }\n\n  event.preventDefault()\n\n  const carousel = Carousel.getOrCreateInstance(target)\n  const slideIndex = this.getAttribute('data-bs-slide-to')\n\n  if (slideIndex) {\n    carousel.to(slideIndex)\n    carousel._maybeEnableCycle()\n    return\n  }\n\n  if (Manipulator.getDataAttribute(this, 'slide') === 'next') {\n    carousel.next()\n    carousel._maybeEnableCycle()\n    return\n  }\n\n  carousel.prev()\n  carousel._maybeEnableCycle()\n})\n\nEventHandler.on(window, EVENT_LOAD_DATA_API, () => {\n  const carousels = SelectorEngine.find(SELECTOR_DATA_RIDE)\n\n  for (const carousel of carousels) {\n    Carousel.getOrCreateInstance(carousel)\n  }\n})\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Carousel)\n\nexport default Carousel\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap collapse.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport SelectorEngine from './dom/selector-engine.js'\nimport {\n  defineJQueryPlugin,\n  getElement,\n  reflow\n} from './util/index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'collapse'\nconst DATA_KEY = 'bs.collapse'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\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_DEEPER_CHILDREN = `:scope .${CLASS_NAME_COLLAPSE} .${CLASS_NAME_COLLAPSE}`\nconst CLASS_NAME_HORIZONTAL = 'collapse-horizontal'\n\nconst WIDTH = 'width'\nconst HEIGHT = 'height'\n\nconst SELECTOR_ACTIVES = '.collapse.show, .collapse.collapsing'\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"collapse\"]'\n\nconst Default = {\n  parent: null,\n  toggle: true\n}\n\nconst DefaultType = {\n  parent: '(null|element)',\n  toggle: 'boolean'\n}\n\n/**\n * Class definition\n */\n\nclass Collapse extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._isTransitioning = false\n    this._triggerArray = []\n\n    const toggleList = SelectorEngine.find(SELECTOR_DATA_TOGGLE)\n\n    for (const elem of toggleList) {\n      const selector = SelectorEngine.getSelectorFromElement(elem)\n      const filterElement = SelectorEngine.find(selector)\n        .filter(foundElement => foundElement === this._element)\n\n      if (selector !== null && filterElement.length) {\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  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  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 activeChildren = []\n\n    // find active children\n    if (this._config.parent) {\n      activeChildren = this._getFirstLevelChildren(SELECTOR_ACTIVES)\n        .filter(element => element !== this._element)\n        .map(element => Collapse.getOrCreateInstance(element, { toggle: false }))\n    }\n\n    if (activeChildren.length && activeChildren[0]._isTransitioning) {\n      return\n    }\n\n    const startEvent = EventHandler.trigger(this._element, EVENT_SHOW)\n    if (startEvent.defaultPrevented) {\n      return\n    }\n\n    for (const activeInstance of activeChildren) {\n      activeInstance.hide()\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    for (const trigger of this._triggerArray) {\n      const element = SelectorEngine.getElementFromSelector(trigger)\n\n      if (element && !this._isShown(element)) {\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  _configAfterMerge(config) {\n    config.toggle = Boolean(config.toggle) // Coerce string values\n    config.parent = getElement(config.parent)\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 = this._getFirstLevelChildren(SELECTOR_DATA_TOGGLE)\n\n    for (const element of children) {\n      const selected = SelectorEngine.getElementFromSelector(element)\n\n      if (selected) {\n        this._addAriaAndCollapsedClass([element], this._isShown(selected))\n      }\n    }\n  }\n\n  _getFirstLevelChildren(selector) {\n    const children = SelectorEngine.find(CLASS_NAME_DEEPER_CHILDREN, this._config.parent)\n    // remove children if greater depth\n    return SelectorEngine.find(selector, this._config.parent).filter(element => !children.includes(element))\n  }\n\n  _addAriaAndCollapsedClass(triggerArray, isOpen) {\n    if (!triggerArray.length) {\n      return\n    }\n\n    for (const element of triggerArray) {\n      element.classList.toggle(CLASS_NAME_COLLAPSED, !isOpen)\n      element.setAttribute('aria-expanded', isOpen)\n    }\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    const _config = {}\n    if (typeof config === 'string' && /show|hide/.test(config)) {\n      _config.toggle = false\n    }\n\n    return this.each(function () {\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 * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  // preventDefault only for <a> 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  for (const element of SelectorEngine.getMultipleElementsFromSelector(this)) {\n    Collapse.getOrCreateInstance(element, { toggle: false }).toggle()\n  }\n})\n\n/**\n * jQuery\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}","export var max = Math.max;\nexport var min = Math.min;\nexport var round = Math.round;","export default function getUAString() {\n  var uaData = navigator.userAgentData;\n\n  if (uaData != null && uaData.brands && Array.isArray(uaData.brands)) {\n    return uaData.brands.map(function (item) {\n      return item.brand + \"/\" + item.version;\n    }).join(' ');\n  }\n\n  return navigator.userAgent;\n}","import getUAString from \"../utils/userAgent.js\";\nexport default function isLayoutViewport() {\n  return !/^((?!chrome|android).)*safari/i.test(getUAString());\n}","import { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport { round } from \"../utils/math.js\";\nimport getWindow from \"./getWindow.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getBoundingClientRect(element, includeScale, isFixedStrategy) {\n  if (includeScale === void 0) {\n    includeScale = false;\n  }\n\n  if (isFixedStrategy === void 0) {\n    isFixedStrategy = false;\n  }\n\n  var clientRect = element.getBoundingClientRect();\n  var scaleX = 1;\n  var scaleY = 1;\n\n  if (includeScale && isHTMLElement(element)) {\n    scaleX = element.offsetWidth > 0 ? round(clientRect.width) / element.offsetWidth || 1 : 1;\n    scaleY = element.offsetHeight > 0 ? round(clientRect.height) / element.offsetHeight || 1 : 1;\n  }\n\n  var _ref = isElement(element) ? getWindow(element) : window,\n      visualViewport = _ref.visualViewport;\n\n  var addVisualOffsets = !isLayoutViewport() && isFixedStrategy;\n  var x = (clientRect.left + (addVisualOffsets && visualViewport ? visualViewport.offsetLeft : 0)) / scaleX;\n  var y = (clientRect.top + (addVisualOffsets && visualViewport ? visualViewport.offsetTop : 0)) / scaleY;\n  var width = clientRect.width / scaleX;\n  var height = clientRect.height / scaleY;\n  return {\n    width: width,\n    height: height,\n    top: y,\n    right: x + width,\n    bottom: y + height,\n    left: x,\n    x: x,\n    y: y\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, isShadowRoot } from \"./instanceOf.js\";\nimport isTableElement from \"./isTableElement.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getUAString from \"../utils/userAgent.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 = /firefox/i.test(getUAString());\n  var isIE = /Trident/i.test(getUAString());\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  if (isShadowRoot(currentNode)) {\n    currentNode = currentNode.host;\n  }\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}","import { max as mathMax, min as mathMin } from \"./math.js\";\nexport function within(min, value, max) {\n  return mathMax(min, mathMin(value, max));\n}\nexport function withinMaxClamp(min, value, max) {\n  var v = within(min, value, max);\n  return v > max ? max : v;\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\"; // 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$element;\n\n  if (arrowElement == null) {\n    return;\n  } // CSS selector\n\n\n  if (typeof arrowElement === 'string') {\n    arrowElement = state.elements.popper.querySelector(arrowElement);\n\n    if (!arrowElement) {\n      return;\n    }\n  }\n\n  if (!contains(state.elements.popper, arrowElement)) {\n    return;\n  }\n\n  state.elements.arrow = arrowElement;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'arrow',\n  enabled: true,\n  phase: 'main',\n  fn: arrow,\n  effect: effect,\n  requires: ['popperOffsets'],\n  requiresIfExists: ['preventOverflow']\n};","export default function getVariation(placement) {\n  return placement.split('-')[1];\n}","import { top, left, right, bottom, end } from \"../enums.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getWindow from \"../dom-utils/getWindow.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getComputedStyle from \"../dom-utils/getComputedStyle.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport { round } from \"../utils/math.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar unsetSides = {\n  top: 'auto',\n  right: 'auto',\n  bottom: 'auto',\n  left: 'auto'\n}; // Round the offsets to the nearest suitable subpixel based on the DPR.\n// Zooming can change the DPR, but it seems to report a value that will\n// cleanly divide the values into the appropriate subpixels.\n\nfunction roundOffsetsByDPR(_ref, win) {\n  var x = _ref.x,\n      y = _ref.y;\n  var dpr = win.devicePixelRatio || 1;\n  return {\n    x: round(x * dpr) / dpr || 0,\n    y: round(y * dpr) / dpr || 0\n  };\n}\n\nexport function mapToStyles(_ref2) {\n  var _Object$assign2;\n\n  var popper = _ref2.popper,\n      popperRect = _ref2.popperRect,\n      placement = _ref2.placement,\n      variation = _ref2.variation,\n      offsets = _ref2.offsets,\n      position = _ref2.position,\n      gpuAcceleration = _ref2.gpuAcceleration,\n      adaptive = _ref2.adaptive,\n      roundOffsets = _ref2.roundOffsets,\n      isFixed = _ref2.isFixed;\n  var _offsets$x = offsets.x,\n      x = _offsets$x === void 0 ? 0 : _offsets$x,\n      _offsets$y = offsets.y,\n      y = _offsets$y === void 0 ? 0 : _offsets$y;\n\n  var _ref3 = typeof roundOffsets === 'function' ? roundOffsets({\n    x: x,\n    y: y\n  }) : {\n    x: x,\n    y: y\n  };\n\n  x = _ref3.x;\n  y = _ref3.y;\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' && position === 'absolute') {\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 || (placement === left || placement === right) && variation === end) {\n      sideY = bottom;\n      var offsetY = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.height : // $FlowFixMe[prop-missing]\n      offsetParent[heightProp];\n      y -= offsetY - popperRect.height;\n      y *= gpuAcceleration ? 1 : -1;\n    }\n\n    if (placement === left || (placement === top || placement === bottom) && variation === end) {\n      sideX = right;\n      var offsetX = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.width : // $FlowFixMe[prop-missing]\n      offsetParent[widthProp];\n      x -= offsetX - popperRect.width;\n      x *= gpuAcceleration ? 1 : -1;\n    }\n  }\n\n  var commonStyles = Object.assign({\n    position: position\n  }, adaptive && unsetSides);\n\n  var _ref4 = roundOffsets === true ? roundOffsetsByDPR({\n    x: x,\n    y: y\n  }, getWindow(popper)) : {\n    x: x,\n    y: y\n  };\n\n  x = _ref4.x;\n  y = _ref4.y;\n\n  if (gpuAcceleration) {\n    var _Object$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) <= 1 ? \"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(_ref5) {\n  var state = _ref5.state,\n      options = _ref5.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$roundOffsets;\n  var commonStyles = {\n    placement: getBasePlacement(state.placement),\n    variation: getVariation(state.placement),\n    popper: state.elements.popper,\n    popperRect: state.rects.popper,\n    gpuAcceleration: gpuAcceleration,\n    isFixed: state.options.strategy === 'fixed'\n  };\n\n  if (state.modifiersData.popperOffsets != null) {\n    state.styles.popper = Object.assign({}, state.styles.popper, mapToStyles(Object.assign({}, commonStyles, {\n      offsets: state.modifiersData.popperOffsets,\n      position: state.options.strategy,\n      adaptive: adaptive,\n      roundOffsets: roundOffsets\n    })));\n  }\n\n  if (state.modifiersData.arrow != null) {\n    state.styles.arrow = Object.assign({}, state.styles.arrow, mapToStyles(Object.assign({}, commonStyles, {\n      offsets: state.modifiersData.arrow,\n      position: 'absolute',\n      adaptive: false,\n      roundOffsets: roundOffsets\n    })));\n  }\n\n  state.attributes.popper = Object.assign({}, state.attributes.popper, {\n    'data-popper-placement': state.placement\n  });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'computeStyles',\n  enabled: true,\n  phase: 'beforeWrite',\n  fn: computeStyles,\n  data: {}\n};","import getWindow from \"../dom-utils/getWindow.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar passive = {\n  passive: true\n};\n\nfunction effect(_ref) {\n  var state = _ref.state,\n      instance = _ref.instance,\n      options = _ref.options;\n  var _options$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 <html> 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 <html>\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 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    // $FlowFixMe[incompatible-return]: assume body is always available\n    return node.ownerDocument.body;\n  }\n\n  if (isHTMLElement(node) && isScrollParent(node)) {\n    return node;\n  }\n\n  return getScrollParent(getParentNode(node));\n}","import getScrollParent from \"./getScrollParent.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getWindow from \"./getWindow.js\";\nimport isScrollParent from \"./isScrollParent.js\";\n/*\ngiven a DOM element, return the list of all scroll parents, up the list of ancesors\nuntil we get to the top window object. This list is what we attach scroll listeners\nto, because if any of these parent elements scroll, we'll need to re-calculate the\nreference element's position.\n*/\n\nexport default function listScrollParents(element, list) {\n  var _element$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}","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, strategy) {\n  var rect = getBoundingClientRect(element, false, strategy === 'fixed');\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, strategy) {\n  return clippingParent === viewport ? rectToClientRect(getViewportRect(element, strategy)) : isElement(clippingParent) ? getInnerBoundingClientRect(clippingParent, strategy) : 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, strategy) {\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, strategy);\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, strategy));\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\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getViewportRect(element, strategy) {\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;\n\n  if (visualViewport) {\n    width = visualViewport.width;\n    height = visualViewport.height;\n    var layoutViewport = isLayoutViewport();\n\n    if (layoutViewport || !layoutViewport && strategy === 'fixed') {\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 `<html>` and `<body>` 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}","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 getClippingRect from \"../dom-utils/getClippingRect.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getBoundingClientRect from \"../dom-utils/getBoundingClientRect.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$placement,\n      _options$strategy = _options.strategy,\n      strategy = _options$strategy === void 0 ? state.strategy : _options$strategy,\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 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, strategy);\n  var referenceClientRect = getBoundingClientRect(state.elements.reference);\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  } // $FlowFixMe[incompatible-type]: Flow seems to have problems with two array unions...\n\n\n  var overflows = allowedPlacements.reduce(function (acc, placement) {\n    acc[placement] = detectOverflow(state, {\n      placement: placement,\n      boundary: boundary,\n      rootBoundary: rootBoundary,\n      padding: padding\n    })[getBasePlacement(placement)];\n    return acc;\n  }, {});\n  return Object.keys(overflows).sort(function (a, b) {\n    return overflows[a] - overflows[b];\n  });\n}","import getOppositePlacement from \"../utils/getOppositePlacement.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getOppositeVariationPlacement from \"../utils/getOppositeVariationPlacement.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport computeAutoPlacement from \"../utils/computeAutoPlacement.js\";\nimport { bottom, top, start, right, left, auto } from \"../enums.js\";\nimport getVariation from \"../utils/getVariation.js\"; // eslint-disable-next-line import/no-unused-modules\n\nfunction getExpandedFallbackPlacements(placement) {\n  if (getBasePlacement(placement) === auto) {\n    return [];\n  }\n\n  var oppositePlacement = getOppositePlacement(placement);\n  return [getOppositeVariationPlacement(placement), oppositePlacement, getOppositeVariationPlacement(oppositePlacement)];\n}\n\nfunction flip(_ref) {\n  var state = _ref.state,\n      options = _ref.options,\n      name = _ref.name;\n\n  if (state.modifiersData[name]._skip) {\n    return;\n  }\n\n  var _options$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\"; // eslint-disable-next-line import/no-unused-modules\n\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$placement.y;\n\n  if (state.modifiersData.popperOffsets != null) {\n    state.modifiersData.popperOffsets.x += x;\n    state.modifiersData.popperOffsets.y += y;\n  }\n\n  state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'offset',\n  enabled: true,\n  phase: 'main',\n  requires: ['popperOffsets'],\n  fn: offset\n};","import computeOffsets from \"../utils/computeOffsets.js\";\n\nfunction popperOffsets(_ref) {\n  var state = _ref.state,\n      name = _ref.name;\n  // Offsets are the actual position the popper needs to have to be\n  // properly positioned near its reference element\n  // This is the most basic placement, and will be adjusted by\n  // the modifiers in the next step\n  state.modifiersData[name] = computeOffsets({\n    reference: state.rects.reference,\n    element: state.rects.popper,\n    strategy: 'absolute',\n    placement: state.placement\n  });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'popperOffsets',\n  enabled: true,\n  phase: 'read',\n  fn: popperOffsets,\n  data: {}\n};","import { top, left, right, bottom, start } from \"../enums.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport getAltAxis from \"../utils/getAltAxis.js\";\nimport { within, withinMaxClamp } from \"../utils/within.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport getFreshSideObject from \"../utils/getFreshSideObject.js\";\nimport { min as mathMin, max as mathMax } from \"../utils/math.js\";\n\nfunction preventOverflow(_ref) {\n  var state = _ref.state,\n      options = _ref.options,\n      name = _ref.name;\n  var _options$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$tetherOffset;\n  var overflow = detectOverflow(state, {\n    boundary: boundary,\n    rootBoundary: rootBoundary,\n    padding: padding,\n    altBoundary: altBoundary\n  });\n  var basePlacement = getBasePlacement(state.placement);\n  var variation = getVariation(state.placement);\n  var isBasePlacement = !variation;\n  var mainAxis = getMainAxisFromPlacement(basePlacement);\n  var altAxis = getAltAxis(mainAxis);\n  var popperOffsets = state.modifiersData.popperOffsets;\n  var referenceRect = state.rects.reference;\n  var popperRect = state.rects.popper;\n  var tetherOffsetValue = typeof tetherOffset === 'function' ? tetherOffset(Object.assign({}, state.rects, {\n    placement: state.placement\n  })) : tetherOffset;\n  var normalizedTetherOffsetValue = typeof tetherOffsetValue === 'number' ? {\n    mainAxis: tetherOffsetValue,\n    altAxis: tetherOffsetValue\n  } : Object.assign({\n    mainAxis: 0,\n    altAxis: 0\n  }, tetherOffsetValue);\n  var offsetModifierState = state.modifiersData.offset ? state.modifiersData.offset[state.placement] : null;\n  var data = {\n    x: 0,\n    y: 0\n  };\n\n  if (!popperOffsets) {\n    return;\n  }\n\n  if (checkMainAxis) {\n    var _offsetModifierState$;\n\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 = offset + overflow[mainSide];\n    var max = offset - 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 - normalizedTetherOffsetValue.mainAxis : minLen - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis;\n    var maxOffset = isBasePlacement ? -referenceRect[len] / 2 + additive + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis : maxLen + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis;\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 = (_offsetModifierState$ = offsetModifierState == null ? void 0 : offsetModifierState[mainAxis]) != null ? _offsetModifierState$ : 0;\n    var tetherMin = offset + minOffset - offsetModifierValue - clientOffset;\n    var tetherMax = offset + maxOffset - offsetModifierValue;\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 _offsetModifierState$2;\n\n    var _mainSide = mainAxis === 'x' ? top : left;\n\n    var _altSide = mainAxis === 'x' ? bottom : right;\n\n    var _offset = popperOffsets[altAxis];\n\n    var _len = altAxis === 'y' ? 'height' : 'width';\n\n    var _min = _offset + overflow[_mainSide];\n\n    var _max = _offset - overflow[_altSide];\n\n    var isOriginSide = [top, left].indexOf(basePlacement) !== -1;\n\n    var _offsetModifierValue = (_offsetModifierState$2 = offsetModifierState == null ? void 0 : offsetModifierState[altAxis]) != null ? _offsetModifierState$2 : 0;\n\n    var _tetherMin = isOriginSide ? _min : _offset - referenceRect[_len] - popperRect[_len] - _offsetModifierValue + normalizedTetherOffsetValue.altAxis;\n\n    var _tetherMax = isOriginSide ? _offset + referenceRect[_len] + popperRect[_len] - _offsetModifierValue - normalizedTetherOffsetValue.altAxis : _max;\n\n    var _preventedOffset = tether && isOriginSide ? withinMaxClamp(_tetherMin, _offset, _tetherMax) : within(tether ? _tetherMin : _min, _offset, tether ? _tetherMax : _max);\n\n    popperOffsets[altAxis] = _preventedOffset;\n    data[altAxis] = _preventedOffset - _offset;\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\";\nimport { round } from \"../utils/math.js\";\n\nfunction isElementScaled(element) {\n  var rect = element.getBoundingClientRect();\n  var scaleX = round(rect.width) / element.offsetWidth || 1;\n  var scaleY = round(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, isFixed);\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 { 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 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 orderModifiers from \"./utils/orderModifiers.js\";\nimport debounce from \"./utils/debounce.js\";\nimport mergeByName from \"./utils/mergeByName.js\";\nimport detectOverflow from \"./utils/detectOverflow.js\";\nimport { isElement } from \"./dom-utils/instanceOf.js\";\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$def2;\n  return function createPopper(reference, popper, options) {\n    if (options === void 0) {\n      options = defaultOptions;\n    }\n\n    var state = {\n      placement: 'bottom',\n      orderedModifiers: [],\n      options: Object.assign({}, DEFAULT_OPTIONS, defaultOptions),\n      modifiersData: {},\n      elements: {\n        reference: reference,\n        popper: popper\n      },\n      attributes: {},\n      styles: {}\n    };\n    var effectCleanupFns = [];\n    var isDestroyed = false;\n    var instance = {\n      state: state,\n      setOptions: function setOptions(setOptionsAction) {\n        var options = typeof setOptionsAction === 'function' ? setOptionsAction(state.options) : setOptionsAction;\n        cleanupModifierEffects();\n        state.options = Object.assign({}, defaultOptions, state.options, options);\n        state.scrollParents = {\n          reference: isElement(reference) ? listScrollParents(reference) : reference.contextElement ? listScrollParents(reference.contextElement) : [],\n          popper: listScrollParents(popper)\n        }; // Orders the modifiers based on their dependencies and `phase`\n        // properties\n\n        var orderedModifiers = orderModifiers(mergeByName([].concat(defaultModifiers, state.options.modifiers))); // Strip out disabled modifiers\n\n        state.orderedModifiers = orderedModifiers.filter(function (m) {\n          return m.enabled;\n        });\n        runModifierEffects();\n        return instance.update();\n      },\n      // Sync update – it will always be executed, even if not necessary. This\n      // is useful for low frequency updates where sync behavior simplifies the\n      // logic.\n      // For high frequency updates (e.g. `resize` and `scroll` events), always\n      // prefer the async Popper#update method\n      forceUpdate: function forceUpdate() {\n        if (isDestroyed) {\n          return;\n        }\n\n        var _state$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          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 `${name}#persistent`\n\n        state.orderedModifiers.forEach(function (modifier) {\n          return state.modifiersData[modifier.name] = Object.assign({}, modifier.data);\n        });\n\n        for (var index = 0; index < state.orderedModifiers.length; index++) {\n          if (state.reset === true) {\n            state.reset = false;\n            index = -1;\n            continue;\n          }\n\n          var _state$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      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 (_ref) {\n        var name = _ref.name,\n            _ref$options = _ref.options,\n            options = _ref$options === void 0 ? {} : _ref$options,\n            effect = _ref.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 { 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 dropdown.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport * as Popper from '@popperjs/core'\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport Manipulator from './dom/manipulator.js'\nimport SelectorEngine from './dom/selector-engine.js'\nimport {\n  defineJQueryPlugin,\n  execute,\n  getElement,\n  getNextActiveElement,\n  isDisabled,\n  isElement,\n  isRTL,\n  isVisible,\n  noop\n} from './util/index.js'\n\n/**\n * Constants\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 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 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_DROPUP_CENTER = 'dropup-center'\nconst CLASS_NAME_DROPDOWN_CENTER = 'dropdown-center'\n\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"dropdown\"]:not(.disabled):not(:disabled)'\nconst SELECTOR_DATA_TOGGLE_SHOWN = `${SELECTOR_DATA_TOGGLE}.${CLASS_NAME_SHOW}`\nconst SELECTOR_MENU = '.dropdown-menu'\nconst SELECTOR_NAVBAR = '.navbar'\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'\nconst PLACEMENT_TOPCENTER = 'top'\nconst PLACEMENT_BOTTOMCENTER = 'bottom'\n\nconst Default = {\n  autoClose: true,\n  boundary: 'clippingParents',\n  display: 'dynamic',\n  offset: [0, 2],\n  popperConfig: null,\n  reference: 'toggle'\n}\n\nconst DefaultType = {\n  autoClose: '(boolean|string)',\n  boundary: '(string|element)',\n  display: 'string',\n  offset: '(array|string|function)',\n  popperConfig: '(null|object|function)',\n  reference: '(string|element|object)'\n}\n\n/**\n * Class definition\n */\n\nclass Dropdown extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._popper = null\n    this._parent = this._element.parentNode // dropdown wrapper\n    // TODO: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.3/forms/input-group/\n    this._menu = SelectorEngine.next(this._element, SELECTOR_MENU)[0] ||\n      SelectorEngine.prev(this._element, SELECTOR_MENU)[0] ||\n      SelectorEngine.findOne(SELECTOR_MENU, this._parent)\n    this._inNavbar = this._detectNavbar()\n  }\n\n  // Getters\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  toggle() {\n    return this._isShown() ? this.hide() : this.show()\n  }\n\n  show() {\n    if (isDisabled(this._element) || this._isShown()) {\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    this._createPopper()\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 && !this._parent.closest(SELECTOR_NAVBAR_NAV)) {\n      for (const element of [].concat(...document.body.children)) {\n        EventHandler.on(element, 'mouseover', noop)\n      }\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()) {\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  _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      for (const element of [].concat(...document.body.children)) {\n        EventHandler.off(element, 'mouseover', noop)\n      }\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 = super._getConfig(config)\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() {\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 = this._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    this._popper = Popper.createPopper(referenceElement, this._menu, popperConfig)\n  }\n\n  _isShown() {\n    return this._menu.classList.contains(CLASS_NAME_SHOW)\n  }\n\n  _getPlacement() {\n    const parentDropdown = this._parent\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    if (parentDropdown.classList.contains(CLASS_NAME_DROPUP_CENTER)) {\n      return PLACEMENT_TOPCENTER\n    }\n\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPDOWN_CENTER)) {\n      return PLACEMENT_BOTTOMCENTER\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(SELECTOR_NAVBAR) !== null\n  }\n\n  _getOffset() {\n    const { offset } = this._config\n\n    if (typeof offset === 'string') {\n      return offset.split(',').map(value => Number.parseInt(value, 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 or Dropdown is in Navbar\n    if (this._inNavbar || this._config.display === 'static') {\n      Manipulator.setDataAttribute(this._menu, 'popper', 'static') // TODO: v6 remove\n      defaultBsPopperConfig.modifiers = [{\n        name: 'applyStyles',\n        enabled: false\n      }]\n    }\n\n    return {\n      ...defaultBsPopperConfig,\n      ...execute(this._config.popperConfig, [defaultBsPopperConfig])\n    }\n  }\n\n  _selectMenuItem({ key, target }) {\n    const items = SelectorEngine.find(SELECTOR_VISIBLE_ITEMS, this._menu).filter(element => isVisible(element))\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  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.button === RIGHT_MOUSE_BUTTON || (event.type === 'keyup' && event.key !== TAB_KEY)) {\n      return\n    }\n\n    const openToggles = SelectorEngine.find(SELECTOR_DATA_TOGGLE_SHOWN)\n\n    for (const toggle of openToggles) {\n      const context = Dropdown.getInstance(toggle)\n      if (!context || context._config.autoClose === false) {\n        continue\n      }\n\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      const relatedTarget = { relatedTarget: context._element }\n\n      if (event.type === 'click') {\n        relatedTarget.clickEvent = event\n      }\n\n      context._completeHide(relatedTarget)\n    }\n  }\n\n  static dataApiKeydownHandler(event) {\n    // If not an UP | DOWN | ESCAPE key => not a dropdown command\n    // If input/textarea && if key is other than ESCAPE => not a dropdown command\n\n    const isInput = /input|textarea/i.test(event.target.tagName)\n    const isEscapeEvent = event.key === ESCAPE_KEY\n    const isUpOrDownEvent = [ARROW_UP_KEY, ARROW_DOWN_KEY].includes(event.key)\n\n    if (!isUpOrDownEvent && !isEscapeEvent) {\n      return\n    }\n\n    if (isInput && !isEscapeEvent) {\n      return\n    }\n\n    event.preventDefault()\n\n    // TODO: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.3/forms/input-group/\n    const getToggleButton = this.matches(SELECTOR_DATA_TOGGLE) ?\n      this :\n      (SelectorEngine.prev(this, SELECTOR_DATA_TOGGLE)[0] ||\n        SelectorEngine.next(this, SELECTOR_DATA_TOGGLE)[0] ||\n        SelectorEngine.findOne(SELECTOR_DATA_TOGGLE, event.delegateTarget.parentNode))\n\n    const instance = Dropdown.getOrCreateInstance(getToggleButton)\n\n    if (isUpOrDownEvent) {\n      event.stopPropagation()\n      instance.show()\n      instance._selectMenuItem(event)\n      return\n    }\n\n    if (instance._isShown()) { // else is escape and we check if it is shown\n      event.stopPropagation()\n      instance.hide()\n      getToggleButton.focus()\n    }\n  }\n}\n\n/**\n * Data API implementation\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 * jQuery\n */\n\ndefineJQueryPlugin(Dropdown)\n\nexport default Dropdown\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap util/backdrop.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport EventHandler from '../dom/event-handler.js'\nimport Config from './config.js'\nimport { execute, executeAfterTransition, getElement, reflow } from './index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'backdrop'\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_SHOW = 'show'\nconst EVENT_MOUSEDOWN = `mousedown.bs.${NAME}`\n\nconst Default = {\n  className: 'modal-backdrop',\n  clickCallback: null,\n  isAnimated: false,\n  isVisible: true, // if false, we use the backdrop helper without adding any element to the dom\n  rootElement: 'body' // give the choice to place backdrop under different elements\n}\n\nconst DefaultType = {\n  className: 'string',\n  clickCallback: '(function|null)',\n  isAnimated: 'boolean',\n  isVisible: 'boolean',\n  rootElement: '(element|string)'\n}\n\n/**\n * Class definition\n */\n\nclass Backdrop extends Config {\n  constructor(config) {\n    super()\n    this._config = this._getConfig(config)\n    this._isAppended = false\n    this._element = null\n  }\n\n  // Getters\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  show(callback) {\n    if (!this._config.isVisible) {\n      execute(callback)\n      return\n    }\n\n    this._append()\n\n    const element = this._getElement()\n    if (this._config.isAnimated) {\n      reflow(element)\n    }\n\n    element.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  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  // Private\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  _configAfterMerge(config) {\n    // use getElement() with the default \"body\" to get a fresh Element on each instantiation\n    config.rootElement = getElement(config.rootElement)\n    return config\n  }\n\n  _append() {\n    if (this._isAppended) {\n      return\n    }\n\n    const element = this._getElement()\n    this._config.rootElement.append(element)\n\n    EventHandler.on(element, EVENT_MOUSEDOWN, () => {\n      execute(this._config.clickCallback)\n    })\n\n    this._isAppended = true\n  }\n\n  _emulateAnimation(callback) {\n    executeAfterTransition(callback, this._getElement(), this._config.isAnimated)\n  }\n}\n\nexport default Backdrop\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap util/focustrap.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport EventHandler from '../dom/event-handler.js'\nimport SelectorEngine from '../dom/selector-engine.js'\nimport Config from './config.js'\n\n/**\n * Constants\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\nconst Default = {\n  autofocus: true,\n  trapElement: null // The element to trap focus inside of\n}\n\nconst DefaultType = {\n  autofocus: 'boolean',\n  trapElement: 'element'\n}\n\n/**\n * Class definition\n */\n\nclass FocusTrap extends Config {\n  constructor(config) {\n    super()\n    this._config = this._getConfig(config)\n    this._isActive = false\n    this._lastTabNavDirection = null\n  }\n\n  // Getters\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  activate() {\n    if (this._isActive) {\n      return\n    }\n\n    if (this._config.autofocus) {\n      this._config.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  _handleFocusin(event) {\n    const { trapElement } = this._config\n\n    if (event.target === document || event.target === trapElement || trapElement.contains(event.target)) {\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\nexport default FocusTrap\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap util/scrollBar.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport Manipulator from '../dom/manipulator.js'\nimport SelectorEngine from '../dom/selector-engine.js'\nimport { isElement } from './index.js'\n\n/**\n * Constants\n */\n\nconst SELECTOR_FIXED_CONTENT = '.fixed-top, .fixed-bottom, .is-fixed, .sticky-top'\nconst SELECTOR_STICKY_CONTENT = '.sticky-top'\nconst PROPERTY_PADDING = 'padding-right'\nconst PROPERTY_MARGIN = 'margin-right'\n\n/**\n * Class definition\n */\n\nclass ScrollBarHelper {\n  constructor() {\n    this._element = document.body\n  }\n\n  // Public\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, PROPERTY_PADDING, 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, PROPERTY_PADDING, calculatedValue => calculatedValue + width)\n    this._setElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN, calculatedValue => calculatedValue - width)\n  }\n\n  reset() {\n    this._resetElementAttributes(this._element, 'overflow')\n    this._resetElementAttributes(this._element, PROPERTY_PADDING)\n    this._resetElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING)\n    this._resetElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN)\n  }\n\n  isOverflowing() {\n    return this.getWidth() > 0\n  }\n\n  // Private\n  _disableOverFlow() {\n    this._saveInitialAttribute(this._element, 'overflow')\n    this._element.style.overflow = 'hidden'\n  }\n\n  _setElementAttributes(selector, styleProperty, 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, styleProperty)\n      const calculatedValue = window.getComputedStyle(element).getPropertyValue(styleProperty)\n      element.style.setProperty(styleProperty, `${callback(Number.parseFloat(calculatedValue))}px`)\n    }\n\n    this._applyManipulationCallback(selector, manipulationCallBack)\n  }\n\n  _saveInitialAttribute(element, styleProperty) {\n    const actualValue = element.style.getPropertyValue(styleProperty)\n    if (actualValue) {\n      Manipulator.setDataAttribute(element, styleProperty, actualValue)\n    }\n  }\n\n  _resetElementAttributes(selector, styleProperty) {\n    const manipulationCallBack = element => {\n      const value = Manipulator.getDataAttribute(element, styleProperty)\n      // We only want to remove the property if the value is `null`; the value can also be zero\n      if (value === null) {\n        element.style.removeProperty(styleProperty)\n        return\n      }\n\n      Manipulator.removeDataAttribute(element, styleProperty)\n      element.style.setProperty(styleProperty, value)\n    }\n\n    this._applyManipulationCallback(selector, manipulationCallBack)\n  }\n\n  _applyManipulationCallback(selector, callBack) {\n    if (isElement(selector)) {\n      callBack(selector)\n      return\n    }\n\n    for (const sel of SelectorEngine.find(selector, this._element)) {\n      callBack(sel)\n    }\n  }\n}\n\nexport default ScrollBarHelper\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap modal.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport SelectorEngine from './dom/selector-engine.js'\nimport Backdrop from './util/backdrop.js'\nimport { enableDismissTrigger } from './util/component-functions.js'\nimport FocusTrap from './util/focustrap.js'\nimport { defineJQueryPlugin, isRTL, isVisible, reflow } from './util/index.js'\nimport ScrollBarHelper from './util/scrollbar.js'\n\n/**\n * Constants\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 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${EVENT_KEY}`\nconst EVENT_MOUSEDOWN_DISMISS = `mousedown.dismiss${EVENT_KEY}`\nconst EVENT_KEYDOWN_DISMISS = `keydown.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 OPEN_SELECTOR = '.modal.show'\nconst SELECTOR_DIALOG = '.modal-dialog'\nconst SELECTOR_MODAL_BODY = '.modal-body'\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"modal\"]'\n\nconst Default = {\n  backdrop: true,\n  focus: true,\n  keyboard: true\n}\n\nconst DefaultType = {\n  backdrop: '(boolean|string)',\n  focus: 'boolean',\n  keyboard: 'boolean'\n}\n\n/**\n * Class definition\n */\n\nclass Modal extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\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._isTransitioning = false\n    this._scrollBar = new ScrollBarHelper()\n\n    this._addEventListeners()\n  }\n\n  // Getters\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  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    this._isTransitioning = true\n\n    this._scrollBar.hide()\n\n    document.body.classList.add(CLASS_NAME_OPEN)\n\n    this._adjustDialog()\n\n    this._backdrop.show(() => 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    this._isTransitioning = true\n    this._focustrap.deactivate()\n\n    this._element.classList.remove(CLASS_NAME_SHOW)\n\n    this._queueCallback(() => this._hideModal(), this._element, this._isAnimated())\n  }\n\n  dispose() {\n    EventHandler.off(window, EVENT_KEY)\n    EventHandler.off(this._dialog, EVENT_KEY)\n\n    this._backdrop.dispose()\n    this._focustrap.deactivate()\n\n    super.dispose()\n  }\n\n  handleUpdate() {\n    this._adjustDialog()\n  }\n\n  // Private\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  _showElement(relatedTarget) {\n    // try to append dynamic modal\n    if (!document.body.contains(this._element)) {\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    const modalBody = SelectorEngine.findOne(SELECTOR_MODAL_BODY, this._dialog)\n    if (modalBody) {\n      modalBody.scrollTop = 0\n    }\n\n    reflow(this._element)\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, this._isAnimated())\n  }\n\n  _addEventListeners() {\n    EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS, event => {\n      if (event.key !== ESCAPE_KEY) {\n        return\n      }\n\n      if (this._config.keyboard) {\n        this.hide()\n        return\n      }\n\n      this._triggerBackdropTransition()\n    })\n\n    EventHandler.on(window, EVENT_RESIZE, () => {\n      if (this._isShown && !this._isTransitioning) {\n        this._adjustDialog()\n      }\n    })\n\n    EventHandler.on(this._element, EVENT_MOUSEDOWN_DISMISS, event => {\n      // a bad trick to segregate clicks that may start inside dialog but end outside, and avoid listen to scrollbar clicks\n      EventHandler.one(this._element, EVENT_CLICK_DISMISS, event2 => {\n        if (this._element !== event.target || this._element !== event2.target) {\n          return\n        }\n\n        if (this._config.backdrop === 'static') {\n          this._triggerBackdropTransition()\n          return\n        }\n\n        if (this._config.backdrop) {\n          this.hide()\n        }\n      })\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\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  _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 isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight\n    const initialOverflowY = this._element.style.overflowY\n    // return if the following background transition hasn't yet completed\n    if (initialOverflowY === 'hidden' || this._element.classList.contains(CLASS_NAME_STATIC)) {\n      return\n    }\n\n    if (!isModalOverflowing) {\n      this._element.style.overflowY = 'hidden'\n    }\n\n    this._element.classList.add(CLASS_NAME_STATIC)\n    this._queueCallback(() => {\n      this._element.classList.remove(CLASS_NAME_STATIC)\n      this._queueCallback(() => {\n        this._element.style.overflowY = initialOverflowY\n      }, this._dialog)\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) {\n      const property = isRTL() ? 'paddingLeft' : 'paddingRight'\n      this._element.style[property] = `${scrollbarWidth}px`\n    }\n\n    if (!isBodyOverflowing && isModalOverflowing) {\n      const property = isRTL() ? 'paddingRight' : 'paddingLeft'\n      this._element.style[property] = `${scrollbarWidth}px`\n    }\n  }\n\n  _resetAdjustments() {\n    this._element.style.paddingLeft = ''\n    this._element.style.paddingRight = ''\n  }\n\n  // Static\n  static jQueryInterface(config, relatedTarget) {\n    return this.each(function () {\n      const data = Modal.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config](relatedTarget)\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  const target = SelectorEngine.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  // avoid conflict when clicking modal toggler while another one is open\n  const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR)\n  if (alreadyOpen) {\n    Modal.getInstance(alreadyOpen).hide()\n  }\n\n  const data = Modal.getOrCreateInstance(target)\n\n  data.toggle(this)\n})\n\nenableDismissTrigger(Modal)\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Modal)\n\nexport default Modal\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap offcanvas.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport SelectorEngine from './dom/selector-engine.js'\nimport Backdrop from './util/backdrop.js'\nimport { enableDismissTrigger } from './util/component-functions.js'\nimport FocusTrap from './util/focustrap.js'\nimport {\n  defineJQueryPlugin,\n  isDisabled,\n  isVisible\n} from './util/index.js'\nimport ScrollBarHelper from './util/scrollbar.js'\n\n/**\n * Constants\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}${DATA_API_KEY}`\nconst ESCAPE_KEY = 'Escape'\n\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_SHOWING = 'showing'\nconst CLASS_NAME_HIDING = 'hiding'\nconst CLASS_NAME_BACKDROP = 'offcanvas-backdrop'\nconst OPEN_SELECTOR = '.offcanvas.show'\n\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDE_PREVENTED = `hidePrevented${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_RESIZE = `resize${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\nconst EVENT_KEYDOWN_DISMISS = `keydown.dismiss${EVENT_KEY}`\n\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"offcanvas\"]'\n\nconst Default = {\n  backdrop: true,\n  keyboard: true,\n  scroll: false\n}\n\nconst DefaultType = {\n  backdrop: '(boolean|string)',\n  keyboard: 'boolean',\n  scroll: 'boolean'\n}\n\n/**\n * Class definition\n */\n\nclass Offcanvas extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._isShown = false\n    this._backdrop = this._initializeBackDrop()\n    this._focustrap = this._initializeFocusTrap()\n    this._addEventListeners()\n  }\n\n  // Getters\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  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._backdrop.show()\n\n    if (!this._config.scroll) {\n      new ScrollBarHelper().hide()\n    }\n\n    this._element.setAttribute('aria-modal', true)\n    this._element.setAttribute('role', 'dialog')\n    this._element.classList.add(CLASS_NAME_SHOWING)\n\n    const completeCallBack = () => {\n      if (!this._config.scroll || this._config.backdrop) {\n        this._focustrap.activate()\n      }\n\n      this._element.classList.add(CLASS_NAME_SHOW)\n      this._element.classList.remove(CLASS_NAME_SHOWING)\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.add(CLASS_NAME_HIDING)\n    this._backdrop.hide()\n\n    const completeCallback = () => {\n      this._element.classList.remove(CLASS_NAME_SHOW, CLASS_NAME_HIDING)\n      this._element.removeAttribute('aria-modal')\n      this._element.removeAttribute('role')\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  _initializeBackDrop() {\n    const clickCallback = () => {\n      if (this._config.backdrop === 'static') {\n        EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED)\n        return\n      }\n\n      this.hide()\n    }\n\n    // 'static' option will be translated to true, and booleans will keep their value\n    const isVisible = Boolean(this._config.backdrop)\n\n    return new Backdrop({\n      className: CLASS_NAME_BACKDROP,\n      isVisible,\n      isAnimated: true,\n      rootElement: this._element.parentNode,\n      clickCallback: isVisible ? clickCallback : null\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 (event.key !== ESCAPE_KEY) {\n        return\n      }\n\n      if (this._config.keyboard) {\n        this.hide()\n        return\n      }\n\n      EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED)\n    })\n  }\n\n  // Static\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 \"${config}\"`)\n      }\n\n      data[config](this)\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  const target = SelectorEngine.getElementFromSelector(this)\n\n  if (['A', 'AREA'].includes(this.tagName)) {\n    event.preventDefault()\n  }\n\n  if (isDisabled(this)) {\n    return\n  }\n\n  EventHandler.one(target, EVENT_HIDDEN, () => {\n    // focus on trigger when it is closed\n    if (isVisible(this)) {\n      this.focus()\n    }\n  })\n\n  // avoid conflict when clicking a toggler of an offcanvas, while another is open\n  const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR)\n  if (alreadyOpen && alreadyOpen !== target) {\n    Offcanvas.getInstance(alreadyOpen).hide()\n  }\n\n  const data = Offcanvas.getOrCreateInstance(target)\n  data.toggle(this)\n})\n\nEventHandler.on(window, EVENT_LOAD_DATA_API, () => {\n  for (const selector of SelectorEngine.find(OPEN_SELECTOR)) {\n    Offcanvas.getOrCreateInstance(selector).show()\n  }\n})\n\nEventHandler.on(window, EVENT_RESIZE, () => {\n  for (const element of SelectorEngine.find('[aria-modal][class*=show][class*=offcanvas-]')) {\n    if (getComputedStyle(element).position !== 'fixed') {\n      Offcanvas.getOrCreateInstance(element).hide()\n    }\n  }\n})\n\nenableDismissTrigger(Offcanvas)\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Offcanvas)\n\nexport default Offcanvas\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap util/sanitizer.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n// js-docs-start allow-list\nconst ARIA_ATTRIBUTE_PATTERN = /^aria-[\\w-]*$/i\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// js-docs-end allow-list\n\nconst uriAttributes = new Set([\n  'background',\n  'cite',\n  'href',\n  'itemtype',\n  'longdesc',\n  'poster',\n  'src',\n  'xlink:href'\n])\n\n/**\n * A pattern that recognizes URLs that are safe wrt. XSS in URL navigation\n * contexts.\n *\n * Shout-out to Angular https://github.com/angular/angular/blob/15.2.8/packages/core/src/sanitization/url_sanitizer.ts#L38\n */\n// eslint-disable-next-line unicorn/better-regex\nconst SAFE_URL_PATTERN = /^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i\n\nconst allowedAttribute = (attribute, allowedAttributeList) => {\n  const attributeName = attribute.nodeName.toLowerCase()\n\n  if (allowedAttributeList.includes(attributeName)) {\n    if (uriAttributes.has(attributeName)) {\n      return Boolean(SAFE_URL_PATTERN.test(attribute.nodeValue))\n    }\n\n    return true\n  }\n\n  // Check if a regular expression validates the attribute.\n  return allowedAttributeList.filter(attributeRegex => attributeRegex instanceof RegExp)\n    .some(regex => regex.test(attributeName))\n}\n\nexport function sanitizeHtml(unsafeHtml, allowList, sanitizeFunction) {\n  if (!unsafeHtml.length) {\n    return unsafeHtml\n  }\n\n  if (sanitizeFunction && typeof sanitizeFunction === 'function') {\n    return sanitizeFunction(unsafeHtml)\n  }\n\n  const domParser = new window.DOMParser()\n  const createdDocument = domParser.parseFromString(unsafeHtml, 'text/html')\n  const elements = [].concat(...createdDocument.body.querySelectorAll('*'))\n\n  for (const element of elements) {\n    const elementName = element.nodeName.toLowerCase()\n\n    if (!Object.keys(allowList).includes(elementName)) {\n      element.remove()\n      continue\n    }\n\n    const attributeList = [].concat(...element.attributes)\n    const allowedAttributes = [].concat(allowList['*'] || [], allowList[elementName] || [])\n\n    for (const attribute of attributeList) {\n      if (!allowedAttribute(attribute, allowedAttributes)) {\n        element.removeAttribute(attribute.nodeName)\n      }\n    }\n  }\n\n  return createdDocument.body.innerHTML\n}\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap util/template-factory.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport SelectorEngine from '../dom/selector-engine.js'\nimport Config from './config.js'\nimport { DefaultAllowlist, sanitizeHtml } from './sanitizer.js'\nimport { execute, getElement, isElement } from './index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'TemplateFactory'\n\nconst Default = {\n  allowList: DefaultAllowlist,\n  content: {}, // { selector : text ,  selector2 : text2 , }\n  extraClass: '',\n  html: false,\n  sanitize: true,\n  sanitizeFn: null,\n  template: '<div></div>'\n}\n\nconst DefaultType = {\n  allowList: 'object',\n  content: 'object',\n  extraClass: '(string|function)',\n  html: 'boolean',\n  sanitize: 'boolean',\n  sanitizeFn: '(null|function)',\n  template: 'string'\n}\n\nconst DefaultContentType = {\n  entry: '(string|element|function|null)',\n  selector: '(string|element)'\n}\n\n/**\n * Class definition\n */\n\nclass TemplateFactory extends Config {\n  constructor(config) {\n    super()\n    this._config = this._getConfig(config)\n  }\n\n  // Getters\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  getContent() {\n    return Object.values(this._config.content)\n      .map(config => this._resolvePossibleFunction(config))\n      .filter(Boolean)\n  }\n\n  hasContent() {\n    return this.getContent().length > 0\n  }\n\n  changeContent(content) {\n    this._checkContent(content)\n    this._config.content = { ...this._config.content, ...content }\n    return this\n  }\n\n  toHtml() {\n    const templateWrapper = document.createElement('div')\n    templateWrapper.innerHTML = this._maybeSanitize(this._config.template)\n\n    for (const [selector, text] of Object.entries(this._config.content)) {\n      this._setContent(templateWrapper, text, selector)\n    }\n\n    const template = templateWrapper.children[0]\n    const extraClass = this._resolvePossibleFunction(this._config.extraClass)\n\n    if (extraClass) {\n      template.classList.add(...extraClass.split(' '))\n    }\n\n    return template\n  }\n\n  // Private\n  _typeCheckConfig(config) {\n    super._typeCheckConfig(config)\n    this._checkContent(config.content)\n  }\n\n  _checkContent(arg) {\n    for (const [selector, content] of Object.entries(arg)) {\n      super._typeCheckConfig({ selector, entry: content }, DefaultContentType)\n    }\n  }\n\n  _setContent(template, content, selector) {\n    const templateElement = SelectorEngine.findOne(selector, template)\n\n    if (!templateElement) {\n      return\n    }\n\n    content = this._resolvePossibleFunction(content)\n\n    if (!content) {\n      templateElement.remove()\n      return\n    }\n\n    if (isElement(content)) {\n      this._putElementInTemplate(getElement(content), templateElement)\n      return\n    }\n\n    if (this._config.html) {\n      templateElement.innerHTML = this._maybeSanitize(content)\n      return\n    }\n\n    templateElement.textContent = content\n  }\n\n  _maybeSanitize(arg) {\n    return this._config.sanitize ? sanitizeHtml(arg, this._config.allowList, this._config.sanitizeFn) : arg\n  }\n\n  _resolvePossibleFunction(arg) {\n    return execute(arg, [this])\n  }\n\n  _putElementInTemplate(element, templateElement) {\n    if (this._config.html) {\n      templateElement.innerHTML = ''\n      templateElement.append(element)\n      return\n    }\n\n    templateElement.textContent = element.textContent\n  }\n}\n\nexport default TemplateFactory\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap tooltip.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport * as Popper from '@popperjs/core'\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport Manipulator from './dom/manipulator.js'\nimport { defineJQueryPlugin, execute, findShadowRoot, getElement, getUID, isRTL, noop } from './util/index.js'\nimport { DefaultAllowlist } from './util/sanitizer.js'\nimport TemplateFactory from './util/template-factory.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'tooltip'\nconst DISALLOWED_ATTRIBUTES = new Set(['sanitize', 'allowList', 'sanitizeFn'])\n\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_MODAL = 'modal'\nconst CLASS_NAME_SHOW = 'show'\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\nconst EVENT_HIDE = 'hide'\nconst EVENT_HIDDEN = 'hidden'\nconst EVENT_SHOW = 'show'\nconst EVENT_SHOWN = 'shown'\nconst EVENT_INSERTED = 'inserted'\nconst EVENT_CLICK = 'click'\nconst EVENT_FOCUSIN = 'focusin'\nconst EVENT_FOCUSOUT = 'focusout'\nconst EVENT_MOUSEENTER = 'mouseenter'\nconst EVENT_MOUSELEAVE = 'mouseleave'\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  allowList: DefaultAllowlist,\n  animation: true,\n  boundary: 'clippingParents',\n  container: false,\n  customClass: '',\n  delay: 0,\n  fallbackPlacements: ['top', 'right', 'bottom', 'left'],\n  html: false,\n  offset: [0, 6],\n  placement: 'top',\n  popperConfig: null,\n  sanitize: true,\n  sanitizeFn: null,\n  selector: false,\n  template: '<div class=\"tooltip\" role=\"tooltip\">' +\n            '<div class=\"tooltip-arrow\"></div>' +\n            '<div class=\"tooltip-inner\"></div>' +\n            '</div>',\n  title: '',\n  trigger: 'hover focus'\n}\n\nconst DefaultType = {\n  allowList: 'object',\n  animation: 'boolean',\n  boundary: '(string|element)',\n  container: '(string|element|boolean)',\n  customClass: '(string|function)',\n  delay: '(number|object)',\n  fallbackPlacements: 'array',\n  html: 'boolean',\n  offset: '(array|string|function)',\n  placement: '(string|function)',\n  popperConfig: '(null|object|function)',\n  sanitize: 'boolean',\n  sanitizeFn: '(null|function)',\n  selector: '(string|boolean)',\n  template: 'string',\n  title: '(string|element|function)',\n  trigger: 'string'\n}\n\n/**\n * Class definition\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, config)\n\n    // Private\n    this._isEnabled = true\n    this._timeout = 0\n    this._isHovered = null\n    this._activeTrigger = {}\n    this._popper = null\n    this._templateFactory = null\n    this._newContent = null\n\n    // Protected\n    this.tip = null\n\n    this._setListeners()\n\n    if (!this._config.selector) {\n      this._fixTitle()\n    }\n  }\n\n  // Getters\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  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() {\n    if (!this._isEnabled) {\n      return\n    }\n\n    this._activeTrigger.click = !this._activeTrigger.click\n    if (this._isShown()) {\n      this._leave()\n      return\n    }\n\n    this._enter()\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._element.getAttribute('data-bs-original-title')) {\n      this._element.setAttribute('title', this._element.getAttribute('data-bs-original-title'))\n    }\n\n    this._disposePopper()\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.eventName(EVENT_SHOW))\n    const shadowRoot = findShadowRoot(this._element)\n    const isInTheDom = (shadowRoot || this._element.ownerDocument.documentElement).contains(this._element)\n\n    if (showEvent.defaultPrevented || !isInTheDom) {\n      return\n    }\n\n    // TODO: v6 remove this or make it optional\n    this._disposePopper()\n\n    const tip = this._getTipElement()\n\n    this._element.setAttribute('aria-describedby', tip.getAttribute('id'))\n\n    const { container } = this._config\n\n    if (!this._element.ownerDocument.documentElement.contains(this.tip)) {\n      container.append(tip)\n      EventHandler.trigger(this._element, this.constructor.eventName(EVENT_INSERTED))\n    }\n\n    this._popper = this._createPopper(tip)\n\n    tip.classList.add(CLASS_NAME_SHOW)\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      for (const element of [].concat(...document.body.children)) {\n        EventHandler.on(element, 'mouseover', noop)\n      }\n    }\n\n    const complete = () => {\n      EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOWN))\n\n      if (this._isHovered === false) {\n        this._leave()\n      }\n\n      this._isHovered = false\n    }\n\n    this._queueCallback(complete, this.tip, this._isAnimated())\n  }\n\n  hide() {\n    if (!this._isShown()) {\n      return\n    }\n\n    const hideEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDE))\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    const tip = this._getTipElement()\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      for (const element of [].concat(...document.body.children)) {\n        EventHandler.off(element, 'mouseover', noop)\n      }\n    }\n\n    this._activeTrigger[TRIGGER_CLICK] = false\n    this._activeTrigger[TRIGGER_FOCUS] = false\n    this._activeTrigger[TRIGGER_HOVER] = false\n    this._isHovered = null // it is a trick to support manual triggering\n\n    const complete = () => {\n      if (this._isWithActiveTrigger()) {\n        return\n      }\n\n      if (!this._isHovered) {\n        this._disposePopper()\n      }\n\n      this._element.removeAttribute('aria-describedby')\n      EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDDEN))\n    }\n\n    this._queueCallback(complete, this.tip, this._isAnimated())\n  }\n\n  update() {\n    if (this._popper) {\n      this._popper.update()\n    }\n  }\n\n  // Protected\n  _isWithContent() {\n    return Boolean(this._getTitle())\n  }\n\n  _getTipElement() {\n    if (!this.tip) {\n      this.tip = this._createTipElement(this._newContent || this._getContentForTemplate())\n    }\n\n    return this.tip\n  }\n\n  _createTipElement(content) {\n    const tip = this._getTemplateFactory(content).toHtml()\n\n    // TODO: remove this check in v6\n    if (!tip) {\n      return null\n    }\n\n    tip.classList.remove(CLASS_NAME_FADE, CLASS_NAME_SHOW)\n    // TODO: v6 the following can be achieved with CSS only\n    tip.classList.add(`bs-${this.constructor.NAME}-auto`)\n\n    const tipId = getUID(this.constructor.NAME).toString()\n\n    tip.setAttribute('id', tipId)\n\n    if (this._isAnimated()) {\n      tip.classList.add(CLASS_NAME_FADE)\n    }\n\n    return tip\n  }\n\n  setContent(content) {\n    this._newContent = content\n    if (this._isShown()) {\n      this._disposePopper()\n      this.show()\n    }\n  }\n\n  _getTemplateFactory(content) {\n    if (this._templateFactory) {\n      this._templateFactory.changeContent(content)\n    } else {\n      this._templateFactory = new TemplateFactory({\n        ...this._config,\n        // the `content` var has to be after `this._config`\n        // to override config.content in case of popover\n        content,\n        extraClass: this._resolvePossibleFunction(this._config.customClass)\n      })\n    }\n\n    return this._templateFactory\n  }\n\n  _getContentForTemplate() {\n    return {\n      [SELECTOR_TOOLTIP_INNER]: this._getTitle()\n    }\n  }\n\n  _getTitle() {\n    return this._resolvePossibleFunction(this._config.title) || this._element.getAttribute('data-bs-original-title')\n  }\n\n  // Private\n  _initializeOnDelegatedTarget(event) {\n    return this.constructor.getOrCreateInstance(event.delegateTarget, this._getDelegateConfig())\n  }\n\n  _isAnimated() {\n    return this._config.animation || (this.tip && this.tip.classList.contains(CLASS_NAME_FADE))\n  }\n\n  _isShown() {\n    return this.tip && this.tip.classList.contains(CLASS_NAME_SHOW)\n  }\n\n  _createPopper(tip) {\n    const placement = execute(this._config.placement, [this, tip, this._element])\n    const attachment = AttachmentMap[placement.toUpperCase()]\n    return Popper.createPopper(this._element, tip, this._getPopperConfig(attachment))\n  }\n\n  _getOffset() {\n    const { offset } = this._config\n\n    if (typeof offset === 'string') {\n      return offset.split(',').map(value => Number.parseInt(value, 10))\n    }\n\n    if (typeof offset === 'function') {\n      return popperData => offset(popperData, this._element)\n    }\n\n    return offset\n  }\n\n  _resolvePossibleFunction(arg) {\n    return execute(arg, [this._element])\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: 'preSetPlacement',\n          enabled: true,\n          phase: 'beforeMain',\n          fn: data => {\n            // Pre-set Popper's placement attribute in order to read the arrow sizes properly.\n            // Otherwise, Popper mixes up the width and height dimensions since the initial arrow style is for top placement\n            this._getTipElement().setAttribute('data-popper-placement', data.state.placement)\n          }\n        }\n      ]\n    }\n\n    return {\n      ...defaultBsPopperConfig,\n      ...execute(this._config.popperConfig, [defaultBsPopperConfig])\n    }\n  }\n\n  _setListeners() {\n    const triggers = this._config.trigger.split(' ')\n\n    for (const trigger of triggers) {\n      if (trigger === 'click') {\n        EventHandler.on(this._element, this.constructor.eventName(EVENT_CLICK), this._config.selector, event => {\n          const context = this._initializeOnDelegatedTarget(event)\n          context.toggle()\n        })\n      } else if (trigger !== TRIGGER_MANUAL) {\n        const eventIn = trigger === TRIGGER_HOVER ?\n          this.constructor.eventName(EVENT_MOUSEENTER) :\n          this.constructor.eventName(EVENT_FOCUSIN)\n        const eventOut = trigger === TRIGGER_HOVER ?\n          this.constructor.eventName(EVENT_MOUSELEAVE) :\n          this.constructor.eventName(EVENT_FOCUSOUT)\n\n        EventHandler.on(this._element, eventIn, this._config.selector, event => {\n          const context = this._initializeOnDelegatedTarget(event)\n          context._activeTrigger[event.type === 'focusin' ? TRIGGER_FOCUS : TRIGGER_HOVER] = true\n          context._enter()\n        })\n        EventHandler.on(this._element, eventOut, this._config.selector, event => {\n          const context = this._initializeOnDelegatedTarget(event)\n          context._activeTrigger[event.type === 'focusout' ? TRIGGER_FOCUS : TRIGGER_HOVER] =\n            context._element.contains(event.relatedTarget)\n\n          context._leave()\n        })\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\n  _fixTitle() {\n    const title = this._element.getAttribute('title')\n\n    if (!title) {\n      return\n    }\n\n    if (!this._element.getAttribute('aria-label') && !this._element.textContent.trim()) {\n      this._element.setAttribute('aria-label', title)\n    }\n\n    this._element.setAttribute('data-bs-original-title', title) // DO NOT USE IT. Is only for backwards compatibility\n    this._element.removeAttribute('title')\n  }\n\n  _enter() {\n    if (this._isShown() || this._isHovered) {\n      this._isHovered = true\n      return\n    }\n\n    this._isHovered = true\n\n    this._setTimeout(() => {\n      if (this._isHovered) {\n        this.show()\n      }\n    }, this._config.delay.show)\n  }\n\n  _leave() {\n    if (this._isWithActiveTrigger()) {\n      return\n    }\n\n    this._isHovered = false\n\n    this._setTimeout(() => {\n      if (!this._isHovered) {\n        this.hide()\n      }\n    }, this._config.delay.hide)\n  }\n\n  _setTimeout(handler, timeout) {\n    clearTimeout(this._timeout)\n    this._timeout = setTimeout(handler, timeout)\n  }\n\n  _isWithActiveTrigger() {\n    return Object.values(this._activeTrigger).includes(true)\n  }\n\n  _getConfig(config) {\n    const dataAttributes = Manipulator.getDataAttributes(this._element)\n\n    for (const dataAttribute of Object.keys(dataAttributes)) {\n      if (DISALLOWED_ATTRIBUTES.has(dataAttribute)) {\n        delete dataAttributes[dataAttribute]\n      }\n    }\n\n    config = {\n      ...dataAttributes,\n      ...(typeof config === 'object' && config ? config : {})\n    }\n    config = this._mergeConfigObj(config)\n    config = this._configAfterMerge(config)\n    this._typeCheckConfig(config)\n    return config\n  }\n\n  _configAfterMerge(config) {\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    return config\n  }\n\n  _getDelegateConfig() {\n    const config = {}\n\n    for (const [key, value] of Object.entries(this._config)) {\n      if (this.constructor.Default[key] !== value) {\n        config[key] = value\n      }\n    }\n\n    config.selector = false\n    config.trigger = 'manual'\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  _disposePopper() {\n    if (this._popper) {\n      this._popper.destroy()\n      this._popper = null\n    }\n\n    if (this.tip) {\n      this.tip.remove()\n      this.tip = null\n    }\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Tooltip.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 \"${config}\"`)\n      }\n\n      data[config]()\n    })\n  }\n}\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Tooltip)\n\nexport default Tooltip\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap popover.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport Tooltip from './tooltip.js'\nimport { defineJQueryPlugin } from './util/index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'popover'\n\nconst SELECTOR_TITLE = '.popover-header'\nconst SELECTOR_CONTENT = '.popover-body'\n\nconst Default = {\n  ...Tooltip.Default,\n  content: '',\n  offset: [0, 8],\n  placement: 'right',\n  template: '<div class=\"popover\" role=\"tooltip\">' +\n    '<div class=\"popover-arrow\"></div>' +\n    '<h3 class=\"popover-header\"></h3>' +\n    '<div class=\"popover-body\"></div>' +\n    '</div>',\n  trigger: 'click'\n}\n\nconst DefaultType = {\n  ...Tooltip.DefaultType,\n  content: '(null|string|element|function)'\n}\n\n/**\n * Class definition\n */\n\nclass Popover extends Tooltip {\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Overrides\n  _isWithContent() {\n    return this._getTitle() || this._getContent()\n  }\n\n  // Private\n  _getContentForTemplate() {\n    return {\n      [SELECTOR_TITLE]: this._getTitle(),\n      [SELECTOR_CONTENT]: this._getContent()\n    }\n  }\n\n  _getContent() {\n    return this._resolvePossibleFunction(this._config.content)\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Popover.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config]()\n    })\n  }\n}\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Popover)\n\nexport default Popover\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap scrollspy.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport SelectorEngine from './dom/selector-engine.js'\nimport { defineJQueryPlugin, getElement, isDisabled, isVisible } from './util/index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'scrollspy'\nconst DATA_KEY = 'bs.scrollspy'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst EVENT_ACTIVATE = `activate${EVENT_KEY}`\nconst EVENT_CLICK = `click${EVENT_KEY}`\nconst EVENT_LOAD_DATA_API = `load${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_DROPDOWN_ITEM = 'dropdown-item'\nconst CLASS_NAME_ACTIVE = 'active'\n\nconst SELECTOR_DATA_SPY = '[data-bs-spy=\"scroll\"]'\nconst SELECTOR_TARGET_LINKS = '[href]'\nconst SELECTOR_NAV_LIST_GROUP = '.nav, .list-group'\nconst SELECTOR_NAV_LINKS = '.nav-link'\nconst SELECTOR_NAV_ITEMS = '.nav-item'\nconst SELECTOR_LIST_ITEMS = '.list-group-item'\nconst SELECTOR_LINK_ITEMS = `${SELECTOR_NAV_LINKS}, ${SELECTOR_NAV_ITEMS} > ${SELECTOR_NAV_LINKS}, ${SELECTOR_LIST_ITEMS}`\nconst SELECTOR_DROPDOWN = '.dropdown'\nconst SELECTOR_DROPDOWN_TOGGLE = '.dropdown-toggle'\n\nconst Default = {\n  offset: null, // TODO: v6 @deprecated, keep it for backwards compatibility reasons\n  rootMargin: '0px 0px -25%',\n  smoothScroll: false,\n  target: null,\n  threshold: [0.1, 0.5, 1]\n}\n\nconst DefaultType = {\n  offset: '(number|null)', // TODO v6 @deprecated, keep it for backwards compatibility reasons\n  rootMargin: 'string',\n  smoothScroll: 'boolean',\n  target: 'element',\n  threshold: 'array'\n}\n\n/**\n * Class definition\n */\n\nclass ScrollSpy extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    // this._element is the observablesContainer and config.target the menu links wrapper\n    this._targetLinks = new Map()\n    this._observableSections = new Map()\n    this._rootElement = getComputedStyle(this._element).overflowY === 'visible' ? null : this._element\n    this._activeTarget = null\n    this._observer = null\n    this._previousScrollData = {\n      visibleEntryTop: 0,\n      parentScrollTop: 0\n    }\n    this.refresh() // initialize\n  }\n\n  // Getters\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  refresh() {\n    this._initializeTargetsAndObservables()\n    this._maybeEnableSmoothScroll()\n\n    if (this._observer) {\n      this._observer.disconnect()\n    } else {\n      this._observer = this._getNewObserver()\n    }\n\n    for (const section of this._observableSections.values()) {\n      this._observer.observe(section)\n    }\n  }\n\n  dispose() {\n    this._observer.disconnect()\n    super.dispose()\n  }\n\n  // Private\n  _configAfterMerge(config) {\n    // TODO: on v6 target should be given explicitly & remove the {target: 'ss-target'} case\n    config.target = getElement(config.target) || document.body\n\n    // TODO: v6 Only for backwards compatibility reasons. Use rootMargin only\n    config.rootMargin = config.offset ? `${config.offset}px 0px -30%` : config.rootMargin\n\n    if (typeof config.threshold === 'string') {\n      config.threshold = config.threshold.split(',').map(value => Number.parseFloat(value))\n    }\n\n    return config\n  }\n\n  _maybeEnableSmoothScroll() {\n    if (!this._config.smoothScroll) {\n      return\n    }\n\n    // unregister any previous listeners\n    EventHandler.off(this._config.target, EVENT_CLICK)\n\n    EventHandler.on(this._config.target, EVENT_CLICK, SELECTOR_TARGET_LINKS, event => {\n      const observableSection = this._observableSections.get(event.target.hash)\n      if (observableSection) {\n        event.preventDefault()\n        const root = this._rootElement || window\n        const height = observableSection.offsetTop - this._element.offsetTop\n        if (root.scrollTo) {\n          root.scrollTo({ top: height, behavior: 'smooth' })\n          return\n        }\n\n        // Chrome 60 doesn't support `scrollTo`\n        root.scrollTop = height\n      }\n    })\n  }\n\n  _getNewObserver() {\n    const options = {\n      root: this._rootElement,\n      threshold: this._config.threshold,\n      rootMargin: this._config.rootMargin\n    }\n\n    return new IntersectionObserver(entries => this._observerCallback(entries), options)\n  }\n\n  // The logic of selection\n  _observerCallback(entries) {\n    const targetElement = entry => this._targetLinks.get(`#${entry.target.id}`)\n    const activate = entry => {\n      this._previousScrollData.visibleEntryTop = entry.target.offsetTop\n      this._process(targetElement(entry))\n    }\n\n    const parentScrollTop = (this._rootElement || document.documentElement).scrollTop\n    const userScrollsDown = parentScrollTop >= this._previousScrollData.parentScrollTop\n    this._previousScrollData.parentScrollTop = parentScrollTop\n\n    for (const entry of entries) {\n      if (!entry.isIntersecting) {\n        this._activeTarget = null\n        this._clearActiveClass(targetElement(entry))\n\n        continue\n      }\n\n      const entryIsLowerThanPrevious = entry.target.offsetTop >= this._previousScrollData.visibleEntryTop\n      // if we are scrolling down, pick the bigger offsetTop\n      if (userScrollsDown && entryIsLowerThanPrevious) {\n        activate(entry)\n        // if parent isn't scrolled, let's keep the first visible item, breaking the iteration\n        if (!parentScrollTop) {\n          return\n        }\n\n        continue\n      }\n\n      // if we are scrolling up, pick the smallest offsetTop\n      if (!userScrollsDown && !entryIsLowerThanPrevious) {\n        activate(entry)\n      }\n    }\n  }\n\n  _initializeTargetsAndObservables() {\n    this._targetLinks = new Map()\n    this._observableSections = new Map()\n\n    const targetLinks = SelectorEngine.find(SELECTOR_TARGET_LINKS, this._config.target)\n\n    for (const anchor of targetLinks) {\n      // ensure that the anchor has an id and is not disabled\n      if (!anchor.hash || isDisabled(anchor)) {\n        continue\n      }\n\n      const observableSection = SelectorEngine.findOne(decodeURI(anchor.hash), this._element)\n\n      // ensure that the observableSection exists & is visible\n      if (isVisible(observableSection)) {\n        this._targetLinks.set(decodeURI(anchor.hash), anchor)\n        this._observableSections.set(anchor.hash, observableSection)\n      }\n    }\n  }\n\n  _process(target) {\n    if (this._activeTarget === target) {\n      return\n    }\n\n    this._clearActiveClass(this._config.target)\n    this._activeTarget = target\n    target.classList.add(CLASS_NAME_ACTIVE)\n    this._activateParents(target)\n\n    EventHandler.trigger(this._element, EVENT_ACTIVATE, { relatedTarget: target })\n  }\n\n  _activateParents(target) {\n    // Activate dropdown parents\n    if (target.classList.contains(CLASS_NAME_DROPDOWN_ITEM)) {\n      SelectorEngine.findOne(SELECTOR_DROPDOWN_TOGGLE, target.closest(SELECTOR_DROPDOWN))\n        .classList.add(CLASS_NAME_ACTIVE)\n      return\n    }\n\n    for (const listGroup of SelectorEngine.parents(target, SELECTOR_NAV_LIST_GROUP)) {\n      // Set triggered links parents as active\n      // With both <ul> and <nav> markup a parent is the previous sibling of any nav ancestor\n      for (const item of SelectorEngine.prev(listGroup, SELECTOR_LINK_ITEMS)) {\n        item.classList.add(CLASS_NAME_ACTIVE)\n      }\n    }\n  }\n\n  _clearActiveClass(parent) {\n    parent.classList.remove(CLASS_NAME_ACTIVE)\n\n    const activeNodes = SelectorEngine.find(`${SELECTOR_TARGET_LINKS}.${CLASS_NAME_ACTIVE}`, parent)\n    for (const node of activeNodes) {\n      node.classList.remove(CLASS_NAME_ACTIVE)\n    }\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = ScrollSpy.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config]()\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(window, EVENT_LOAD_DATA_API, () => {\n  for (const spy of SelectorEngine.find(SELECTOR_DATA_SPY)) {\n    ScrollSpy.getOrCreateInstance(spy)\n  }\n})\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(ScrollSpy)\n\nexport default ScrollSpy\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap tab.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport SelectorEngine from './dom/selector-engine.js'\nimport { defineJQueryPlugin, getNextActiveElement, isDisabled } from './util/index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'tab'\nconst DATA_KEY = 'bs.tab'\nconst EVENT_KEY = `.${DATA_KEY}`\n\nconst EVENT_HIDE = `hide${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}`\nconst EVENT_KEYDOWN = `keydown${EVENT_KEY}`\nconst EVENT_LOAD_DATA_API = `load${EVENT_KEY}`\n\nconst ARROW_LEFT_KEY = 'ArrowLeft'\nconst ARROW_RIGHT_KEY = 'ArrowRight'\nconst ARROW_UP_KEY = 'ArrowUp'\nconst ARROW_DOWN_KEY = 'ArrowDown'\nconst HOME_KEY = 'Home'\nconst END_KEY = 'End'\n\nconst CLASS_NAME_ACTIVE = 'active'\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_DROPDOWN = 'dropdown'\n\nconst SELECTOR_DROPDOWN_TOGGLE = '.dropdown-toggle'\nconst SELECTOR_DROPDOWN_MENU = '.dropdown-menu'\nconst NOT_SELECTOR_DROPDOWN_TOGGLE = ':not(.dropdown-toggle)'\n\nconst SELECTOR_TAB_PANEL = '.list-group, .nav, [role=\"tablist\"]'\nconst SELECTOR_OUTER = '.nav-item, .list-group-item'\nconst SELECTOR_INNER = `.nav-link${NOT_SELECTOR_DROPDOWN_TOGGLE}, .list-group-item${NOT_SELECTOR_DROPDOWN_TOGGLE}, [role=\"tab\"]${NOT_SELECTOR_DROPDOWN_TOGGLE}`\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"tab\"], [data-bs-toggle=\"pill\"], [data-bs-toggle=\"list\"]' // TODO: could only be `tab` in v6\nconst SELECTOR_INNER_ELEM = `${SELECTOR_INNER}, ${SELECTOR_DATA_TOGGLE}`\n\nconst SELECTOR_DATA_TOGGLE_ACTIVE = `.${CLASS_NAME_ACTIVE}[data-bs-toggle=\"tab\"], .${CLASS_NAME_ACTIVE}[data-bs-toggle=\"pill\"], .${CLASS_NAME_ACTIVE}[data-bs-toggle=\"list\"]`\n\n/**\n * Class definition\n */\n\nclass Tab extends BaseComponent {\n  constructor(element) {\n    super(element)\n    this._parent = this._element.closest(SELECTOR_TAB_PANEL)\n\n    if (!this._parent) {\n      return\n      // TODO: should throw exception in v6\n      // throw new TypeError(`${element.outerHTML} has not a valid parent ${SELECTOR_INNER_ELEM}`)\n    }\n\n    // Set up initial aria attributes\n    this._setInitialAttributes(this._parent, this._getChildren())\n\n    EventHandler.on(this._element, EVENT_KEYDOWN, event => this._keydown(event))\n  }\n\n  // Getters\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  show() { // Shows this elem and deactivate the active sibling if exists\n    const innerElem = this._element\n    if (this._elemIsActive(innerElem)) {\n      return\n    }\n\n    // Search for active tab on same parent to deactivate it\n    const active = this._getActiveElem()\n\n    const hideEvent = active ?\n      EventHandler.trigger(active, EVENT_HIDE, { relatedTarget: innerElem }) :\n      null\n\n    const showEvent = EventHandler.trigger(innerElem, EVENT_SHOW, { relatedTarget: active })\n\n    if (showEvent.defaultPrevented || (hideEvent && hideEvent.defaultPrevented)) {\n      return\n    }\n\n    this._deactivate(active, innerElem)\n    this._activate(innerElem, active)\n  }\n\n  // Private\n  _activate(element, relatedElem) {\n    if (!element) {\n      return\n    }\n\n    element.classList.add(CLASS_NAME_ACTIVE)\n\n    this._activate(SelectorEngine.getElementFromSelector(element)) // Search and activate/show the proper section\n\n    const complete = () => {\n      if (element.getAttribute('role') !== 'tab') {\n        element.classList.add(CLASS_NAME_SHOW)\n        return\n      }\n\n      element.removeAttribute('tabindex')\n      element.setAttribute('aria-selected', true)\n      this._toggleDropDown(element, true)\n      EventHandler.trigger(element, EVENT_SHOWN, {\n        relatedTarget: relatedElem\n      })\n    }\n\n    this._queueCallback(complete, element, element.classList.contains(CLASS_NAME_FADE))\n  }\n\n  _deactivate(element, relatedElem) {\n    if (!element) {\n      return\n    }\n\n    element.classList.remove(CLASS_NAME_ACTIVE)\n    element.blur()\n\n    this._deactivate(SelectorEngine.getElementFromSelector(element)) // Search and deactivate the shown section too\n\n    const complete = () => {\n      if (element.getAttribute('role') !== 'tab') {\n        element.classList.remove(CLASS_NAME_SHOW)\n        return\n      }\n\n      element.setAttribute('aria-selected', false)\n      element.setAttribute('tabindex', '-1')\n      this._toggleDropDown(element, false)\n      EventHandler.trigger(element, EVENT_HIDDEN, { relatedTarget: relatedElem })\n    }\n\n    this._queueCallback(complete, element, element.classList.contains(CLASS_NAME_FADE))\n  }\n\n  _keydown(event) {\n    if (!([ARROW_LEFT_KEY, ARROW_RIGHT_KEY, ARROW_UP_KEY, ARROW_DOWN_KEY, HOME_KEY, END_KEY].includes(event.key))) {\n      return\n    }\n\n    event.stopPropagation()// stopPropagation/preventDefault both added to support up/down keys without scrolling the page\n    event.preventDefault()\n\n    const children = this._getChildren().filter(element => !isDisabled(element))\n    let nextActiveElement\n\n    if ([HOME_KEY, END_KEY].includes(event.key)) {\n      nextActiveElement = children[event.key === HOME_KEY ? 0 : children.length - 1]\n    } else {\n      const isNext = [ARROW_RIGHT_KEY, ARROW_DOWN_KEY].includes(event.key)\n      nextActiveElement = getNextActiveElement(children, event.target, isNext, true)\n    }\n\n    if (nextActiveElement) {\n      nextActiveElement.focus({ preventScroll: true })\n      Tab.getOrCreateInstance(nextActiveElement).show()\n    }\n  }\n\n  _getChildren() { // collection of inner elements\n    return SelectorEngine.find(SELECTOR_INNER_ELEM, this._parent)\n  }\n\n  _getActiveElem() {\n    return this._getChildren().find(child => this._elemIsActive(child)) || null\n  }\n\n  _setInitialAttributes(parent, children) {\n    this._setAttributeIfNotExists(parent, 'role', 'tablist')\n\n    for (const child of children) {\n      this._setInitialAttributesOnChild(child)\n    }\n  }\n\n  _setInitialAttributesOnChild(child) {\n    child = this._getInnerElement(child)\n    const isActive = this._elemIsActive(child)\n    const outerElem = this._getOuterElement(child)\n    child.setAttribute('aria-selected', isActive)\n\n    if (outerElem !== child) {\n      this._setAttributeIfNotExists(outerElem, 'role', 'presentation')\n    }\n\n    if (!isActive) {\n      child.setAttribute('tabindex', '-1')\n    }\n\n    this._setAttributeIfNotExists(child, 'role', 'tab')\n\n    // set attributes to the related panel too\n    this._setInitialAttributesOnTargetPanel(child)\n  }\n\n  _setInitialAttributesOnTargetPanel(child) {\n    const target = SelectorEngine.getElementFromSelector(child)\n\n    if (!target) {\n      return\n    }\n\n    this._setAttributeIfNotExists(target, 'role', 'tabpanel')\n\n    if (child.id) {\n      this._setAttributeIfNotExists(target, 'aria-labelledby', `${child.id}`)\n    }\n  }\n\n  _toggleDropDown(element, open) {\n    const outerElem = this._getOuterElement(element)\n    if (!outerElem.classList.contains(CLASS_DROPDOWN)) {\n      return\n    }\n\n    const toggle = (selector, className) => {\n      const element = SelectorEngine.findOne(selector, outerElem)\n      if (element) {\n        element.classList.toggle(className, open)\n      }\n    }\n\n    toggle(SELECTOR_DROPDOWN_TOGGLE, CLASS_NAME_ACTIVE)\n    toggle(SELECTOR_DROPDOWN_MENU, CLASS_NAME_SHOW)\n    outerElem.setAttribute('aria-expanded', open)\n  }\n\n  _setAttributeIfNotExists(element, attribute, value) {\n    if (!element.hasAttribute(attribute)) {\n      element.setAttribute(attribute, value)\n    }\n  }\n\n  _elemIsActive(elem) {\n    return elem.classList.contains(CLASS_NAME_ACTIVE)\n  }\n\n  // Try to get the inner element (usually the .nav-link)\n  _getInnerElement(elem) {\n    return elem.matches(SELECTOR_INNER_ELEM) ? elem : SelectorEngine.findOne(SELECTOR_INNER_ELEM, elem)\n  }\n\n  // Try to get the outer element (usually the .nav-item)\n  _getOuterElement(elem) {\n    return elem.closest(SELECTOR_OUTER) || elem\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Tab.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 \"${config}\"`)\n      }\n\n      data[config]()\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  if (['A', 'AREA'].includes(this.tagName)) {\n    event.preventDefault()\n  }\n\n  if (isDisabled(this)) {\n    return\n  }\n\n  Tab.getOrCreateInstance(this).show()\n})\n\n/**\n * Initialize on focus\n */\nEventHandler.on(window, EVENT_LOAD_DATA_API, () => {\n  for (const element of SelectorEngine.find(SELECTOR_DATA_TOGGLE_ACTIVE)) {\n    Tab.getOrCreateInstance(element)\n  }\n})\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Tab)\n\nexport default Tab\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap toast.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport { enableDismissTrigger } from './util/component-functions.js'\nimport { defineJQueryPlugin, reflow } from './util/index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'toast'\nconst DATA_KEY = 'bs.toast'\nconst EVENT_KEY = `.${DATA_KEY}`\n\nconst EVENT_MOUSEOVER = `mouseover${EVENT_KEY}`\nconst EVENT_MOUSEOUT = `mouseout${EVENT_KEY}`\nconst EVENT_FOCUSIN = `focusin${EVENT_KEY}`\nconst EVENT_FOCUSOUT = `focusout${EVENT_KEY}`\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\n\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_HIDE = 'hide' // @deprecated - kept here only for backwards compatibility\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_SHOWING = 'showing'\n\nconst DefaultType = {\n  animation: 'boolean',\n  autohide: 'boolean',\n  delay: 'number'\n}\n\nconst Default = {\n  animation: true,\n  autohide: true,\n  delay: 5000\n}\n\n/**\n * Class definition\n */\n\nclass Toast extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._timeout = null\n    this._hasMouseInteraction = false\n    this._hasKeyboardInteraction = false\n    this._setListeners()\n  }\n\n  // Getters\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  show() {\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW)\n\n    if (showEvent.defaultPrevented) {\n      return\n    }\n\n    this._clearTimeout()\n\n    if (this._config.animation) {\n      this._element.classList.add(CLASS_NAME_FADE)\n    }\n\n    const complete = () => {\n      this._element.classList.remove(CLASS_NAME_SHOWING)\n      EventHandler.trigger(this._element, EVENT_SHOWN)\n\n      this._maybeScheduleHide()\n    }\n\n    this._element.classList.remove(CLASS_NAME_HIDE) // @deprecated\n    reflow(this._element)\n    this._element.classList.add(CLASS_NAME_SHOW, CLASS_NAME_SHOWING)\n\n    this._queueCallback(complete, this._element, this._config.animation)\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    const complete = () => {\n      this._element.classList.add(CLASS_NAME_HIDE) // @deprecated\n      this._element.classList.remove(CLASS_NAME_SHOWING, CLASS_NAME_SHOW)\n      EventHandler.trigger(this._element, EVENT_HIDDEN)\n    }\n\n    this._element.classList.add(CLASS_NAME_SHOWING)\n    this._queueCallback(complete, this._element, this._config.animation)\n  }\n\n  dispose() {\n    this._clearTimeout()\n\n    if (this.isShown()) {\n      this._element.classList.remove(CLASS_NAME_SHOW)\n    }\n\n    super.dispose()\n  }\n\n  isShown() {\n    return this._element.classList.contains(CLASS_NAME_SHOW)\n  }\n\n  // Private\n\n  _maybeScheduleHide() {\n    if (!this._config.autohide) {\n      return\n    }\n\n    if (this._hasMouseInteraction || this._hasKeyboardInteraction) {\n      return\n    }\n\n    this._timeout = setTimeout(() => {\n      this.hide()\n    }, this._config.delay)\n  }\n\n  _onInteraction(event, isInteracting) {\n    switch (event.type) {\n      case 'mouseover':\n      case 'mouseout': {\n        this._hasMouseInteraction = isInteracting\n        break\n      }\n\n      case 'focusin':\n      case 'focusout': {\n        this._hasKeyboardInteraction = isInteracting\n        break\n      }\n\n      default: {\n        break\n      }\n    }\n\n    if (isInteracting) {\n      this._clearTimeout()\n      return\n    }\n\n    const nextElement = event.relatedTarget\n    if (this._element === nextElement || this._element.contains(nextElement)) {\n      return\n    }\n\n    this._maybeScheduleHide()\n  }\n\n  _setListeners() {\n    EventHandler.on(this._element, EVENT_MOUSEOVER, event => this._onInteraction(event, true))\n    EventHandler.on(this._element, EVENT_MOUSEOUT, event => this._onInteraction(event, false))\n    EventHandler.on(this._element, EVENT_FOCUSIN, event => this._onInteraction(event, true))\n    EventHandler.on(this._element, EVENT_FOCUSOUT, event => this._onInteraction(event, false))\n  }\n\n  _clearTimeout() {\n    clearTimeout(this._timeout)\n    this._timeout = null\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Toast.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](this)\n      }\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nenableDismissTrigger(Toast)\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Toast)\n\nexport default Toast\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap index.umd.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport Alert from './src/alert.js'\nimport Button from './src/button.js'\nimport Carousel from './src/carousel.js'\nimport Collapse from './src/collapse.js'\nimport Dropdown from './src/dropdown.js'\nimport Modal from './src/modal.js'\nimport Offcanvas from './src/offcanvas.js'\nimport Popover from './src/popover.js'\nimport ScrollSpy from './src/scrollspy.js'\nimport Tab from './src/tab.js'\nimport Toast from './src/toast.js'\nimport Tooltip from 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\ No newline at end of file
diff --git a/deps/bootstrap-5.3.1/bootstrap.min.css b/deps/bootstrap-5.3.1/bootstrap.min.css
new file mode 100644
index 0000000..740f5fd
--- /dev/null
+++ b/deps/bootstrap-5.3.1/bootstrap.min.css
@@ -0,0 +1,5 @@
+@import url("font.css");:root{--bslib-bootstrap-version: 5;--bslib-preset-name: flatly;--bslib-preset-type: bootswatch}/*!
+   * Bootstrap  v5.3.1 (https://getbootstrap.com/)
+   * Copyright 2011-2023 The Bootstrap Authors
+   * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
+   */:root,[data-bs-theme="light"]{--bs-blue: #2c3e50;--bs-indigo: #6610f2;--bs-purple: #6f42c1;--bs-pink: #e83e8c;--bs-red: #e74c3c;--bs-orange: #fd7e14;--bs-yellow: #f39c12;--bs-green: #18bc9c;--bs-teal: #20c997;--bs-cyan: #3498db;--bs-black: #000;--bs-white: #fff;--bs-gray: #95a5a6;--bs-gray-dark: #343a40;--bs-gray-100: #f8f9fa;--bs-gray-200: #ecf0f1;--bs-gray-300: #dee2e6;--bs-gray-400: #ced4da;--bs-gray-500: #b4bcc2;--bs-gray-600: #95a5a6;--bs-gray-700: #7b8a8b;--bs-gray-800: #343a40;--bs-gray-900: #212529;--bs-default: #95a5a6;--bs-primary: #2c3e50;--bs-secondary: #95a5a6;--bs-success: #18bc9c;--bs-info: #3498db;--bs-warning: #f39c12;--bs-danger: #e74c3c;--bs-light: #ecf0f1;--bs-dark: #7b8a8b;--bs-default-rgb: 149,165,166;--bs-primary-rgb: 44,62,80;--bs-secondary-rgb: 149,165,166;--bs-success-rgb: 24,188,156;--bs-info-rgb: 52,152,219;--bs-warning-rgb: 243,156,18;--bs-danger-rgb: 231,76,60;--bs-light-rgb: 236,240,241;--bs-dark-rgb: 123,138,139;--bs-primary-text-emphasis: #121920;--bs-secondary-text-emphasis: #3c4242;--bs-success-text-emphasis: #0a4b3e;--bs-info-text-emphasis: #153d58;--bs-warning-text-emphasis: #613e07;--bs-danger-text-emphasis: #5c1e18;--bs-light-text-emphasis: #7b8a8b;--bs-dark-text-emphasis: #7b8a8b;--bs-primary-bg-subtle: #d5d8dc;--bs-secondary-bg-subtle: #eaeded;--bs-success-bg-subtle: #d1f2eb;--bs-info-bg-subtle: #d6eaf8;--bs-warning-bg-subtle: #fdebd0;--bs-danger-bg-subtle: #fadbd8;--bs-light-bg-subtle: #fcfcfd;--bs-dark-bg-subtle: #ced4da;--bs-primary-border-subtle: #abb2b9;--bs-secondary-border-subtle: #d5dbdb;--bs-success-border-subtle: #a3e4d7;--bs-info-border-subtle: #aed6f1;--bs-warning-border-subtle: #fad7a0;--bs-danger-border-subtle: #f5b7b1;--bs-light-border-subtle: #ecf0f1;--bs-dark-border-subtle: #b4bcc2;--bs-white-rgb: 255,255,255;--bs-black-rgb: 0,0,0;--bs-font-sans-serif: Lato, -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe 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var(--bs-dropdown-header-padding-x);margin-bottom:0;font-size:.875rem;color:var(--bs-dropdown-header-color);white-space:nowrap}.dropdown-item-text{display:block;padding:var(--bs-dropdown-item-padding-y) var(--bs-dropdown-item-padding-x);color:var(--bs-dropdown-link-color)}.dropdown-menu-dark{--bs-dropdown-color: #dee2e6;--bs-dropdown-bg: #343a40;--bs-dropdown-border-color: var(--bs-border-color-translucent);--bs-dropdown-box-shadow: ;--bs-dropdown-link-color: #dee2e6;--bs-dropdown-link-hover-color: #fff;--bs-dropdown-divider-bg: var(--bs-border-color-translucent);--bs-dropdown-link-hover-bg: rgba(255,255,255,0.15);--bs-dropdown-link-active-color: #fff;--bs-dropdown-link-active-bg: #2c3e50;--bs-dropdown-link-disabled-color: #b4bcc2;--bs-dropdown-header-color: #b4bcc2}.btn-group,.btn-group-vertical{position:relative;display:inline-flex;vertical-align:middle}.btn-group>.btn,.btn-group-vertical>.btn{position:relative;flex:1 1 auto;-webkit-flex:1 1 auto}.btn-group>.btn-check:checked+.btn,.btn-group>.btn-check:focus+.btn,.btn-group>.btn:hover,.btn-group>.btn:focus,.btn-group>.btn:active,.btn-group>.btn.active,.btn-group-vertical>.btn-check:checked+.btn,.btn-group-vertical>.btn-check:focus+.btn,.btn-group-vertical>.btn:hover,.btn-group-vertical>.btn:focus,.btn-group-vertical>.btn:active,.btn-group-vertical>.btn.active{z-index:1}.btn-toolbar{display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;justify-content:flex-start;-webkit-justify-content:flex-start}.btn-toolbar .input-group{width:auto}.btn-group{border-radius:var(--bs-border-radius)}.btn-group>:not(.btn-check:first-child)+.btn,.btn-group>.btn-group:not(:first-child){margin-left:calc(var(--bs-border-width) * -1)}.btn-group>.btn:not(:last-child):not(.dropdown-toggle),.btn-group>.btn.dropdown-toggle-split:first-child,.btn-group>.btn-group:not(:last-child)>.btn{border-top-right-radius:0;border-bottom-right-radius:0}.btn-group>.btn:nth-child(n + 3),.btn-group>:not(.btn-check)+.btn,.btn-group>.btn-group:not(:first-child)>.btn{border-top-left-radius:0;border-bottom-left-radius:0}.dropdown-toggle-split{padding-right:.5625rem;padding-left:.5625rem}.dropdown-toggle-split::after,.dropup .dropdown-toggle-split::after,.dropend .dropdown-toggle-split::after{margin-left:0}.dropstart .dropdown-toggle-split::before{margin-right:0}.btn-sm+.dropdown-toggle-split,.btn-group-sm>.btn+.dropdown-toggle-split{padding-right:.375rem;padding-left:.375rem}.btn-lg+.dropdown-toggle-split,.btn-group-lg>.btn+.dropdown-toggle-split{padding-right:.75rem;padding-left:.75rem}.btn-group-vertical{flex-direction:column;-webkit-flex-direction:column;align-items:flex-start;-webkit-align-items:flex-start;justify-content:center;-webkit-justify-content:center}.btn-group-vertical>.btn,.btn-group-vertical>.btn-group{width:100%}.btn-group-vertical>.btn:not(:first-child),.btn-group-vertical>.btn-group:not(:first-child){margin-top:calc(var(--bs-border-width) * -1)}.btn-group-vertical>.btn:not(:last-child):not(.dropdown-toggle),.btn-group-vertical>.btn-group:not(:last-child)>.btn{border-bottom-right-radius:0;border-bottom-left-radius:0}.btn-group-vertical>.btn~.btn,.btn-group-vertical>.btn-group:not(:first-child)>.btn{border-top-left-radius:0;border-top-right-radius:0}.nav{--bs-nav-link-padding-x: 2rem;--bs-nav-link-padding-y: .5rem;--bs-nav-link-font-weight: ;--bs-nav-link-color: var(--bs-link-color);--bs-nav-link-hover-color: var(--bs-link-hover-color);--bs-nav-link-disabled-color: #95a5a6;display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;padding-left:0;margin-bottom:0;list-style:none}.nav-link{display:block;padding:var(--bs-nav-link-padding-y) var(--bs-nav-link-padding-x);font-size:var(--bs-nav-link-font-size);font-weight:var(--bs-nav-link-font-weight);color:var(--bs-nav-link-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background:none;border:0;transition:color 0.15s ease-in-out,background-color 0.15s ease-in-out,border-color 0.15s ease-in-out}@media (prefers-reduced-motion: reduce){.nav-link{transition:none}}.nav-link:hover,.nav-link:focus{color:var(--bs-nav-link-hover-color)}.nav-link:focus-visible{outline:0;box-shadow:0 0 0 .25rem rgba(44,62,80,0.25)}.nav-link.disabled,.nav-link:disabled{color:var(--bs-nav-link-disabled-color);pointer-events:none;cursor:default}.nav-tabs{--bs-nav-tabs-border-width: var(--bs-border-width);--bs-nav-tabs-border-color: #ecf0f1;--bs-nav-tabs-border-radius: var(--bs-border-radius);--bs-nav-tabs-link-hover-border-color: var(--bs-secondary-bg) var(--bs-secondary-bg) #ecf0f1;--bs-nav-tabs-link-active-color: var(--bs-emphasis-color);--bs-nav-tabs-link-active-bg: var(--bs-body-bg);--bs-nav-tabs-link-active-border-color: var(--bs-border-color) var(--bs-border-color) var(--bs-body-bg);border-bottom:var(--bs-nav-tabs-border-width) solid var(--bs-nav-tabs-border-color)}.nav-tabs .nav-link{margin-bottom:calc(-1 * var(--bs-nav-tabs-border-width));border:var(--bs-nav-tabs-border-width) solid transparent;border-top-left-radius:var(--bs-nav-tabs-border-radius);border-top-right-radius:var(--bs-nav-tabs-border-radius)}.nav-tabs .nav-link:hover,.nav-tabs .nav-link:focus{isolation:isolate;border-color:var(--bs-nav-tabs-link-hover-border-color)}.nav-tabs .nav-link.active,.nav-tabs .nav-item.show .nav-link{color:var(--bs-nav-tabs-link-active-color);background-color:var(--bs-nav-tabs-link-active-bg);border-color:var(--bs-nav-tabs-link-active-border-color)}.nav-tabs .dropdown-menu{margin-top:calc(-1 * var(--bs-nav-tabs-border-width));border-top-left-radius:0;border-top-right-radius:0}.nav-pills{--bs-nav-pills-border-radius: var(--bs-border-radius);--bs-nav-pills-link-active-color: #fff;--bs-nav-pills-link-active-bg: #2c3e50}.nav-pills .nav-link{border-radius:var(--bs-nav-pills-border-radius)}.nav-pills .nav-link.active,.nav-pills .show>.nav-link{color:var(--bs-nav-pills-link-active-color);background-color:var(--bs-nav-pills-link-active-bg)}.nav-underline{--bs-nav-underline-gap: 1rem;--bs-nav-underline-border-width: .125rem;--bs-nav-underline-link-active-color: var(--bs-emphasis-color);gap:var(--bs-nav-underline-gap)}.nav-underline .nav-link{padding-right:0;padding-left:0;border-bottom:var(--bs-nav-underline-border-width) solid transparent}.nav-underline .nav-link:hover,.nav-underline .nav-link:focus{border-bottom-color:currentcolor}.nav-underline .nav-link.active,.nav-underline .show>.nav-link{font-weight:700;color:var(--bs-nav-underline-link-active-color);border-bottom-color:currentcolor}.nav-fill>.nav-link,.nav-fill .nav-item{flex:1 1 auto;-webkit-flex:1 1 auto;text-align:center}.nav-justified>.nav-link,.nav-justified .nav-item{flex-basis:0;-webkit-flex-basis:0;flex-grow:1;-webkit-flex-grow:1;text-align:center}.nav-fill .nav-item .nav-link,.nav-justified .nav-item .nav-link{width:100%}.tab-content>.tab-pane{display:none}.tab-content>.active{display:block}.navbar{--bs-navbar-padding-x: 0;--bs-navbar-padding-y: 1rem;--bs-navbar-color: #fff;--bs-navbar-hover-color: #18bc9c;--bs-navbar-disabled-color: rgba(255,255,255,0.3);--bs-navbar-active-color: #18bc9c;--bs-navbar-brand-padding-y: .3125rem;--bs-navbar-brand-margin-end: 1rem;--bs-navbar-brand-font-size: 1.25rem;--bs-navbar-brand-color: #fff;--bs-navbar-brand-hover-color: #fff;--bs-navbar-nav-link-padding-x: .5rem;--bs-navbar-toggler-padding-y: .25rem;--bs-navbar-toggler-padding-x: .75rem;--bs-navbar-toggler-font-size: 1.25rem;--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgba%28255,255,255,0.75%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e");--bs-navbar-toggler-border-color: rgba(255,255,255,0.15);--bs-navbar-toggler-border-radius: var(--bs-border-radius);--bs-navbar-toggler-focus-width: .25rem;--bs-navbar-toggler-transition: box-shadow 0.15s ease-in-out;position:relative;display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;align-items:center;-webkit-align-items:center;justify-content:space-between;-webkit-justify-content:space-between;padding:var(--bs-navbar-padding-y) 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var(--bs-navbar-hover-color);--bs-nav-link-disabled-color: var(--bs-navbar-disabled-color);display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;padding-left:0;margin-bottom:0;list-style:none}.navbar-nav .nav-link.active,.navbar-nav .nav-link.show{color:var(--bs-navbar-active-color)}.navbar-nav .dropdown-menu{position:static}.navbar-text{padding-top:.5rem;padding-bottom:.5rem;color:var(--bs-navbar-color)}.navbar-text a,.navbar-text a:hover,.navbar-text a:focus{color:var(--bs-navbar-active-color)}.navbar-collapse{flex-basis:100%;-webkit-flex-basis:100%;flex-grow:1;-webkit-flex-grow:1;align-items:center;-webkit-align-items:center}.navbar-toggler{padding:var(--bs-navbar-toggler-padding-y) var(--bs-navbar-toggler-padding-x);font-size:var(--bs-navbar-toggler-font-size);line-height:1;color:var(--bs-navbar-color);background-color:transparent;border:var(--bs-border-width) solid 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.navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand-md .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-md .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-md .navbar-nav-scroll{overflow:visible}.navbar-expand-md .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-md .navbar-toggler{display:none}.navbar-expand-md .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:transparent !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-md .offcanvas .offcanvas-header{display:none}.navbar-expand-md .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}@media (min-width: 992px){.navbar-expand-lg{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand-lg .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand-lg .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-lg .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-lg .navbar-nav-scroll{overflow:visible}.navbar-expand-lg .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-lg .navbar-toggler{display:none}.navbar-expand-lg .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:transparent !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-lg .offcanvas .offcanvas-header{display:none}.navbar-expand-lg .offcanvas 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!important;transform:none !important;transition:none}.navbar-expand-xl .offcanvas .offcanvas-header{display:none}.navbar-expand-xl .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}@media (min-width: 1400px){.navbar-expand-xxl{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand-xxl .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand-xxl .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-xxl .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-xxl .navbar-nav-scroll{overflow:visible}.navbar-expand-xxl .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-xxl .navbar-toggler{display:none}.navbar-expand-xxl .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:transparent !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-xxl .offcanvas .offcanvas-header{display:none}.navbar-expand-xxl .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}.navbar-expand{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand .navbar-nav .dropdown-menu{position:absolute}.navbar-expand .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand .navbar-nav-scroll{overflow:visible}.navbar-expand .navbar-collapse{display:flex !important;display:-webkit-flex 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;--bs-card-height: ;--bs-card-color: ;--bs-card-bg: var(--bs-body-bg);--bs-card-img-overlay-padding: 1rem;--bs-card-group-margin: .75rem;position:relative;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;min-width:0;height:var(--bs-card-height);color:var(--bs-body-color);word-wrap:break-word;background-color:var(--bs-card-bg);background-clip:border-box;border:var(--bs-card-border-width) solid 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ease-in-out,border-color 0.15s ease-in-out,box-shadow 0.15s ease-in-out,border-radius 0.15s ease;--bs-accordion-border-color: var(--bs-border-color);--bs-accordion-border-width: var(--bs-border-width);--bs-accordion-border-radius: var(--bs-border-radius);--bs-accordion-inner-border-radius: calc(var(--bs-border-radius) - (var(--bs-border-width)));--bs-accordion-btn-padding-x: 1.25rem;--bs-accordion-btn-padding-y: 1rem;--bs-accordion-btn-color: var(--bs-body-color);--bs-accordion-btn-bg: var(--bs-accordion-bg);--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23212529'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-icon-width: 1.25rem;--bs-accordion-btn-icon-transform: rotate(-180deg);--bs-accordion-btn-icon-transition: transform 0.2s ease-in-out;--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23121920'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-focus-border-color: #969fa8;--bs-accordion-btn-focus-box-shadow: 0 0 0 .25rem rgba(44,62,80,0.25);--bs-accordion-body-padding-x: 1.25rem;--bs-accordion-body-padding-y: 1rem;--bs-accordion-active-color: var(--bs-primary-text-emphasis);--bs-accordion-active-bg: var(--bs-primary-bg-subtle)}.accordion-button{position:relative;display:flex;display:-webkit-flex;align-items:center;-webkit-align-items:center;width:100%;padding:var(--bs-accordion-btn-padding-y) var(--bs-accordion-btn-padding-x);font-size:1rem;color:var(--bs-accordion-btn-color);text-align:left;background-color:var(--bs-accordion-btn-bg);border:0;border-radius:0;overflow-anchor:none;transition:var(--bs-accordion-transition)}@media 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reduce){.accordion-button::after{transition:none}}.accordion-button:hover{z-index:2}.accordion-button:focus{z-index:3;border-color:var(--bs-accordion-btn-focus-border-color);outline:0;box-shadow:var(--bs-accordion-btn-focus-box-shadow)}.accordion-header{margin-bottom:0}.accordion-item{color:var(--bs-accordion-color);background-color:var(--bs-accordion-bg);border:var(--bs-accordion-border-width) solid var(--bs-accordion-border-color)}.accordion-item:first-of-type{border-top-left-radius:var(--bs-accordion-border-radius);border-top-right-radius:var(--bs-accordion-border-radius)}.accordion-item:first-of-type .accordion-button{border-top-left-radius:var(--bs-accordion-inner-border-radius);border-top-right-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:not(:first-of-type){border-top:0}.accordion-item:last-of-type{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-item:last-of-type .accordion-button.collapsed{border-bottom-right-radius:var(--bs-accordion-inner-border-radius);border-bottom-left-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:last-of-type .accordion-collapse{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-body{padding:var(--bs-accordion-body-padding-y) var(--bs-accordion-body-padding-x)}.accordion-flush .accordion-collapse{border-width:0}.accordion-flush .accordion-item{border-right:0;border-left:0;border-radius:0}.accordion-flush .accordion-item:first-child{border-top:0}.accordion-flush .accordion-item:last-child{border-bottom:0}.accordion-flush .accordion-item .accordion-button,.accordion-flush .accordion-item .accordion-button.collapsed{border-radius:0}[data-bs-theme="dark"] .accordion-button::after{--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23808b96'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23808b96'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e")}.breadcrumb{--bs-breadcrumb-padding-x: .75rem;--bs-breadcrumb-padding-y: .375rem;--bs-breadcrumb-margin-bottom: 1rem;--bs-breadcrumb-bg: ;--bs-breadcrumb-border-radius: .25rem;--bs-breadcrumb-divider-color: var(--bs-secondary-color);--bs-breadcrumb-item-padding-x: .5rem;--bs-breadcrumb-item-active-color: var(--bs-secondary-color);display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;padding:var(--bs-breadcrumb-padding-y) var(--bs-breadcrumb-padding-x);margin-bottom:var(--bs-breadcrumb-margin-bottom);font-size:var(--bs-breadcrumb-font-size);list-style:none;background-color:var(--bs-breadcrumb-bg);border-radius:var(--bs-breadcrumb-border-radius)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item::before{float:left;padding-right:var(--bs-breadcrumb-item-padding-x);color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider, "/") /* rtl: var(--bs-breadcrumb-divider, "/") */}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x: .75rem;--bs-pagination-padding-y: .375rem;--bs-pagination-font-size:1rem;--bs-pagination-color: #fff;--bs-pagination-bg: #18bc9c;--bs-pagination-border-width: 0;--bs-pagination-border-color: rgba(0,0,0,0);--bs-pagination-border-radius: var(--bs-border-radius);--bs-pagination-hover-color: #fff;--bs-pagination-hover-bg: #0f7864;--bs-pagination-hover-border-color: rgba(0,0,0,0);--bs-pagination-focus-color: var(--bs-link-hover-color);--bs-pagination-focus-bg: var(--bs-secondary-bg);--bs-pagination-focus-box-shadow: 0 0 0 .25rem rgba(44,62,80,0.25);--bs-pagination-active-color: #fff;--bs-pagination-active-bg: #0f7864;--bs-pagination-active-border-color: rgba(0,0,0,0);--bs-pagination-disabled-color: #ecf0f1;--bs-pagination-disabled-bg: #3be6c4;--bs-pagination-disabled-border-color: rgba(0,0,0,0);display:flex;display:-webkit-flex;padding-left:0;list-style:none}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color 0.15s ease-in-out,background-color 0.15s ease-in-out,border-color 0.15s ease-in-out,box-shadow 0.15s ease-in-out}@media (prefers-reduced-motion: reduce){.page-link{transition:none}}.page-link:hover{z-index:2;color:var(--bs-pagination-hover-color);background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color)}.page-link:focus{z-index:3;color:var(--bs-pagination-focus-color);background-color:var(--bs-pagination-focus-bg);outline:0;box-shadow:var(--bs-pagination-focus-box-shadow)}.page-link.active,.active>.page-link{z-index:3;color:var(--bs-pagination-active-color);background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color)}.page-link.disabled,.disabled>.page-link{color:var(--bs-pagination-disabled-color);pointer-events:none;background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color)}.page-item:not(:first-child) .page-link{margin-left:calc(0 * -1)}.page-item:first-child .page-link{border-top-left-radius:var(--bs-pagination-border-radius);border-bottom-left-radius:var(--bs-pagination-border-radius)}.page-item:last-child .page-link{border-top-right-radius:var(--bs-pagination-border-radius);border-bottom-right-radius:var(--bs-pagination-border-radius)}.pagination-lg{--bs-pagination-padding-x: 1.5rem;--bs-pagination-padding-y: .75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius: var(--bs-border-radius-lg)}.pagination-sm{--bs-pagination-padding-x: .5rem;--bs-pagination-padding-y: .25rem;--bs-pagination-font-size:.875rem;--bs-pagination-border-radius: var(--bs-border-radius-sm)}.badge{--bs-badge-padding-x: .65em;--bs-badge-padding-y: .35em;--bs-badge-font-size:.75em;--bs-badge-font-weight: 700;--bs-badge-color: #fff;--bs-badge-border-radius: var(--bs-border-radius);display:inline-block;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;color:var(--bs-badge-color);text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:var(--bs-badge-border-radius)}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg: transparent;--bs-alert-padding-x: 1rem;--bs-alert-padding-y: 1rem;--bs-alert-margin-bottom: 1rem;--bs-alert-color: inherit;--bs-alert-border-color: transparent;--bs-alert-border: var(--bs-border-width) solid var(--bs-alert-border-color);--bs-alert-border-radius: var(--bs-border-radius);--bs-alert-link-color: inherit;position:relative;padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);margin-bottom:var(--bs-alert-margin-bottom);color:var(--bs-alert-color);background-color:var(--bs-alert-bg);border:var(--bs-alert-border);border-radius:var(--bs-alert-border-radius)}.alert-heading{color:inherit}.alert-link{font-weight:700;color:var(--bs-alert-link-color)}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{position:absolute;top:0;right:0;z-index:2;padding:1.25rem 1rem}.alert-default{--bs-alert-color: var(--bs-default-text-emphasis);--bs-alert-bg: var(--bs-default-bg-subtle);--bs-alert-border-color: var(--bs-default-border-subtle);--bs-alert-link-color: var(--bs-default-text-emphasis)}.alert-primary{--bs-alert-color: var(--bs-primary-text-emphasis);--bs-alert-bg: var(--bs-primary-bg-subtle);--bs-alert-border-color: var(--bs-primary-border-subtle);--bs-alert-link-color: var(--bs-primary-text-emphasis)}.alert-secondary{--bs-alert-color: var(--bs-secondary-text-emphasis);--bs-alert-bg: var(--bs-secondary-bg-subtle);--bs-alert-border-color: var(--bs-secondary-border-subtle);--bs-alert-link-color: var(--bs-secondary-text-emphasis)}.alert-success{--bs-alert-color: var(--bs-success-text-emphasis);--bs-alert-bg: var(--bs-success-bg-subtle);--bs-alert-border-color: var(--bs-success-border-subtle);--bs-alert-link-color: var(--bs-success-text-emphasis)}.alert-info{--bs-alert-color: var(--bs-info-text-emphasis);--bs-alert-bg: var(--bs-info-bg-subtle);--bs-alert-border-color: var(--bs-info-border-subtle);--bs-alert-link-color: var(--bs-info-text-emphasis)}.alert-warning{--bs-alert-color: var(--bs-warning-text-emphasis);--bs-alert-bg: var(--bs-warning-bg-subtle);--bs-alert-border-color: var(--bs-warning-border-subtle);--bs-alert-link-color: var(--bs-warning-text-emphasis)}.alert-danger{--bs-alert-color: var(--bs-danger-text-emphasis);--bs-alert-bg: var(--bs-danger-bg-subtle);--bs-alert-border-color: var(--bs-danger-border-subtle);--bs-alert-link-color: var(--bs-danger-text-emphasis)}.alert-light{--bs-alert-color: var(--bs-light-text-emphasis);--bs-alert-bg: var(--bs-light-bg-subtle);--bs-alert-border-color: var(--bs-light-border-subtle);--bs-alert-link-color: var(--bs-light-text-emphasis)}.alert-dark{--bs-alert-color: var(--bs-dark-text-emphasis);--bs-alert-bg: var(--bs-dark-bg-subtle);--bs-alert-border-color: var(--bs-dark-border-subtle);--bs-alert-link-color: var(--bs-dark-text-emphasis)}@keyframes progress-bar-stripes{0%{background-position-x:1rem}}.progress,.progress-stacked{--bs-progress-height: 1rem;--bs-progress-font-size:.75rem;--bs-progress-bg: var(--bs-secondary-bg);--bs-progress-border-radius: var(--bs-border-radius);--bs-progress-box-shadow: var(--bs-box-shadow-inset);--bs-progress-bar-color: #fff;--bs-progress-bar-bg: #2c3e50;--bs-progress-bar-transition: width 0.6s ease;display:flex;display:-webkit-flex;height:var(--bs-progress-height);overflow:hidden;font-size:var(--bs-progress-font-size);background-color:var(--bs-progress-bg);border-radius:var(--bs-progress-border-radius)}.progress-bar{display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;justify-content:center;-webkit-justify-content:center;overflow:hidden;color:var(--bs-progress-bar-color);text-align:center;white-space:nowrap;background-color:var(--bs-progress-bar-bg);transition:var(--bs-progress-bar-transition)}@media (prefers-reduced-motion: reduce){.progress-bar{transition:none}}.progress-bar-striped{background-image:linear-gradient(45deg, rgba(255,255,255,0.15) 25%, transparent 25%, transparent 50%, rgba(255,255,255,0.15) 50%, rgba(255,255,255,0.15) 75%, transparent 75%, transparent);background-size:var(--bs-progress-height) var(--bs-progress-height)}.progress-stacked>.progress{overflow:visible}.progress-stacked>.progress>.progress-bar{width:100%}.progress-bar-animated{animation:1s linear infinite progress-bar-stripes}@media (prefers-reduced-motion: reduce){.progress-bar-animated{animation:none}}.list-group{--bs-list-group-color: var(--bs-body-color);--bs-list-group-bg: var(--bs-body-bg);--bs-list-group-border-color: var(--bs-border-color);--bs-list-group-border-width: var(--bs-border-width);--bs-list-group-border-radius: var(--bs-border-radius);--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: .5rem;--bs-list-group-action-color: var(--bs-secondary-color);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: #ecf0f1;--bs-list-group-action-active-color: var(--bs-body-color);--bs-list-group-action-active-bg: var(--bs-secondary-bg);--bs-list-group-disabled-color: var(--bs-secondary-color);--bs-list-group-disabled-bg: #ecf0f1;--bs-list-group-active-color: #fff;--bs-list-group-active-bg: #2c3e50;--bs-list-group-active-border-color: #2c3e50;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;padding-left:0;margin-bottom:0;border-radius:var(--bs-list-group-border-radius)}.list-group-numbered{list-style-type:none;counter-reset:section}.list-group-numbered>.list-group-item::before{content:counters(section, ".") ". ";counter-increment:section}.list-group-item-action{width:100%;color:var(--bs-list-group-action-color);text-align:inherit}.list-group-item-action:hover,.list-group-item-action:focus{z-index:1;color:var(--bs-list-group-action-hover-color);text-decoration:none;background-color:var(--bs-list-group-action-hover-bg)}.list-group-item-action:active{color:var(--bs-list-group-action-active-color);background-color:var(--bs-list-group-action-active-bg)}.list-group-item{position:relative;display:block;padding:var(--bs-list-group-item-padding-y) var(--bs-list-group-item-padding-x);color:var(--bs-list-group-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-list-group-bg);border:var(--bs-list-group-border-width) solid var(--bs-list-group-border-color)}.list-group-item:first-child{border-top-left-radius:inherit;border-top-right-radius:inherit}.list-group-item:last-child{border-bottom-right-radius:inherit;border-bottom-left-radius:inherit}.list-group-item.disabled,.list-group-item:disabled{color:var(--bs-list-group-disabled-color);pointer-events:none;background-color:var(--bs-list-group-disabled-bg)}.list-group-item.active{z-index:2;color:var(--bs-list-group-active-color);background-color:var(--bs-list-group-active-bg);border-color:var(--bs-list-group-active-border-color)}.list-group-item+.list-group-item{border-top-width:0}.list-group-item+.list-group-item.active{margin-top:calc(-1 * var(--bs-list-group-border-width));border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal>.list-group-item.active{margin-top:0}.list-group-horizontal>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}@media (min-width: 576px){.list-group-horizontal-sm{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-sm>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-sm>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-sm>.list-group-item.active{margin-top:0}.list-group-horizontal-sm>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-sm>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width: 768px){.list-group-horizontal-md{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-md>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-md>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-md>.list-group-item.active{margin-top:0}.list-group-horizontal-md>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-md>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width: 992px){.list-group-horizontal-lg{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-lg>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-lg>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width: 1200px){.list-group-horizontal-xl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width: 1400px){.list-group-horizontal-xxl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xxl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xxl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xxl>.list-group-item.active{margin-top:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}.list-group-flush{border-radius:0}.list-group-flush>.list-group-item{border-width:0 0 var(--bs-list-group-border-width)}.list-group-flush>.list-group-item:last-child{border-bottom-width:0}.list-group-item-default{--bs-list-group-color: var(--bs-default-text-emphasis);--bs-list-group-bg: var(--bs-default-bg-subtle);--bs-list-group-border-color: var(--bs-default-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-default-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-default-border-subtle);--bs-list-group-active-color: var(--bs-default-bg-subtle);--bs-list-group-active-bg: var(--bs-default-text-emphasis);--bs-list-group-active-border-color: var(--bs-default-text-emphasis)}.list-group-item-primary{--bs-list-group-color: var(--bs-primary-text-emphasis);--bs-list-group-bg: var(--bs-primary-bg-subtle);--bs-list-group-border-color: var(--bs-primary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-primary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-primary-border-subtle);--bs-list-group-active-color: var(--bs-primary-bg-subtle);--bs-list-group-active-bg: var(--bs-primary-text-emphasis);--bs-list-group-active-border-color: var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color: var(--bs-secondary-text-emphasis);--bs-list-group-bg: var(--bs-secondary-bg-subtle);--bs-list-group-border-color: var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-secondary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-secondary-border-subtle);--bs-list-group-active-color: var(--bs-secondary-bg-subtle);--bs-list-group-active-bg: var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color: var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color: var(--bs-success-text-emphasis);--bs-list-group-bg: var(--bs-success-bg-subtle);--bs-list-group-border-color: var(--bs-success-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-success-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-success-border-subtle);--bs-list-group-active-color: var(--bs-success-bg-subtle);--bs-list-group-active-bg: var(--bs-success-text-emphasis);--bs-list-group-active-border-color: var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color: var(--bs-info-text-emphasis);--bs-list-group-bg: var(--bs-info-bg-subtle);--bs-list-group-border-color: var(--bs-info-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-info-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-info-border-subtle);--bs-list-group-active-color: var(--bs-info-bg-subtle);--bs-list-group-active-bg: var(--bs-info-text-emphasis);--bs-list-group-active-border-color: var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color: var(--bs-warning-text-emphasis);--bs-list-group-bg: var(--bs-warning-bg-subtle);--bs-list-group-border-color: var(--bs-warning-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-warning-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-warning-border-subtle);--bs-list-group-active-color: var(--bs-warning-bg-subtle);--bs-list-group-active-bg: var(--bs-warning-text-emphasis);--bs-list-group-active-border-color: var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color: var(--bs-danger-text-emphasis);--bs-list-group-bg: var(--bs-danger-bg-subtle);--bs-list-group-border-color: var(--bs-danger-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-danger-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-danger-border-subtle);--bs-list-group-active-color: var(--bs-danger-bg-subtle);--bs-list-group-active-bg: var(--bs-danger-text-emphasis);--bs-list-group-active-border-color: var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color: var(--bs-light-text-emphasis);--bs-list-group-bg: var(--bs-light-bg-subtle);--bs-list-group-border-color: var(--bs-light-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-light-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-light-border-subtle);--bs-list-group-active-color: var(--bs-light-bg-subtle);--bs-list-group-active-bg: var(--bs-light-text-emphasis);--bs-list-group-active-border-color: var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color: var(--bs-dark-text-emphasis);--bs-list-group-bg: var(--bs-dark-bg-subtle);--bs-list-group-border-color: var(--bs-dark-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-dark-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-dark-border-subtle);--bs-list-group-active-color: var(--bs-dark-bg-subtle);--bs-list-group-active-bg: var(--bs-dark-text-emphasis);--bs-list-group-active-border-color: var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color: #fff;--bs-btn-close-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23fff'%3e%3cpath d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/%3e%3c/svg%3e");--bs-btn-close-opacity: .4;--bs-btn-close-hover-opacity: 1;--bs-btn-close-focus-shadow: 0 0 0 .25rem rgba(44,62,80,0.25);--bs-btn-close-focus-opacity: 1;--bs-btn-close-disabled-opacity: .25;--bs-btn-close-white-filter: invert(1) grayscale(100%) brightness(200%);box-sizing:content-box;width:1em;height:1em;padding:.25em .25em;color:var(--bs-btn-close-color);background:transparent var(--bs-btn-close-bg) center/1em auto 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var(--bs-border-color-translucent);--bs-toast-border-radius: var(--bs-border-radius);--bs-toast-box-shadow: var(--bs-box-shadow);--bs-toast-header-color: var(--bs-secondary-color);--bs-toast-header-bg: rgba(var(--bs-body-bg-rgb), 0.85);--bs-toast-header-border-color: var(--bs-border-color-translucent);width:var(--bs-toast-max-width);max-width:100%;font-size:var(--bs-toast-font-size);color:var(--bs-toast-color);pointer-events:auto;background-color:var(--bs-toast-bg);background-clip:padding-box;border:var(--bs-toast-border-width) solid var(--bs-toast-border-color);box-shadow:var(--bs-toast-box-shadow);border-radius:var(--bs-toast-border-radius)}.toast.showing{opacity:0}.toast:not(.show){display:none}.toast-container{--bs-toast-zindex: 1090;position:absolute;z-index:var(--bs-toast-zindex);width:max-content;width:-webkit-max-content;width:-moz-max-content;width:-ms-max-content;width:-o-max-content;max-width:100%;pointer-events:none}.toast-container>:not(:last-child){margin-bottom:var(--bs-toast-spacing)}.toast-header{display:flex;display:-webkit-flex;align-items:center;-webkit-align-items:center;padding:var(--bs-toast-padding-y) var(--bs-toast-padding-x);color:var(--bs-toast-header-color);background-color:var(--bs-toast-header-bg);background-clip:padding-box;border-bottom:var(--bs-toast-border-width) solid var(--bs-toast-header-border-color);border-top-left-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width));border-top-right-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width))}.toast-header .btn-close{margin-right:calc(-.5 * var(--bs-toast-padding-x));margin-left:var(--bs-toast-padding-x)}.toast-body{padding:var(--bs-toast-padding-x);word-wrap:break-word}.modal{--bs-modal-zindex: 1055;--bs-modal-width: 500px;--bs-modal-padding: 1rem;--bs-modal-margin: .5rem;--bs-modal-color: ;--bs-modal-bg: var(--bs-body-bg);--bs-modal-border-color: var(--bs-border-color-translucent);--bs-modal-border-width: var(--bs-border-width);--bs-modal-border-radius: var(--bs-border-radius-lg);--bs-modal-box-shadow: 0 0.125rem 0.25rem rgba(0,0,0,0.075);--bs-modal-inner-border-radius: calc(var(--bs-border-radius-lg) - (var(--bs-border-width)));--bs-modal-header-padding-x: 1rem;--bs-modal-header-padding-y: 1rem;--bs-modal-header-padding: 1rem 1rem;--bs-modal-header-border-color: var(--bs-border-color);--bs-modal-header-border-width: var(--bs-border-width);--bs-modal-title-line-height: 1.5;--bs-modal-footer-gap: .5rem;--bs-modal-footer-bg: ;--bs-modal-footer-border-color: var(--bs-border-color);--bs-modal-footer-border-width: var(--bs-border-width);position:fixed;top:0;left:0;z-index:var(--bs-modal-zindex);display:none;width:100%;height:100%;overflow-x:hidden;overflow-y:auto;outline:0}.modal-dialog{position:relative;width:auto;margin:var(--bs-modal-margin);pointer-events:none}.modal.fade .modal-dialog{transition:transform 0.3s ease-out;transform:translate(0, -50px)}@media (prefers-reduced-motion: reduce){.modal.fade .modal-dialog{transition:none}}.modal.show .modal-dialog{transform:none}.modal.modal-static .modal-dialog{transform:scale(1.02)}.modal-dialog-scrollable{height:calc(100% - var(--bs-modal-margin) * 2)}.modal-dialog-scrollable .modal-content{max-height:100%;overflow:hidden}.modal-dialog-scrollable .modal-body{overflow-y:auto}.modal-dialog-centered{display:flex;display:-webkit-flex;align-items:center;-webkit-align-items:center;min-height:calc(100% - var(--bs-modal-margin) * 2)}.modal-content{position:relative;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;width:100%;color:var(--bs-modal-color);pointer-events:auto;background-color:var(--bs-modal-bg);background-clip:padding-box;border:var(--bs-modal-border-width) solid var(--bs-modal-border-color);border-radius:var(--bs-modal-border-radius);outline:0}.modal-backdrop{--bs-backdrop-zindex: 1050;--bs-backdrop-bg: #000;--bs-backdrop-opacity: .5;position:fixed;top:0;left:0;z-index:var(--bs-backdrop-zindex);width:100vw;height:100vh;background-color:var(--bs-backdrop-bg)}.modal-backdrop.fade{opacity:0}.modal-backdrop.show{opacity:var(--bs-backdrop-opacity)}.modal-header{display:flex;display:-webkit-flex;flex-shrink:0;-webkit-flex-shrink:0;align-items:center;-webkit-align-items:center;justify-content:space-between;-webkit-justify-content:space-between;padding:var(--bs-modal-header-padding);border-bottom:var(--bs-modal-header-border-width) solid 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.modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-sm-down .modal-header,.modal-fullscreen-sm-down .modal-footer{border-radius:0}.modal-fullscreen-sm-down .modal-body{overflow-y:auto}}@media (max-width: 767.98px){.modal-fullscreen-md-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-md-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-md-down .modal-header,.modal-fullscreen-md-down .modal-footer{border-radius:0}.modal-fullscreen-md-down .modal-body{overflow-y:auto}}@media (max-width: 991.98px){.modal-fullscreen-lg-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-lg-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-lg-down .modal-header,.modal-fullscreen-lg-down .modal-footer{border-radius:0}.modal-fullscreen-lg-down .modal-body{overflow-y:auto}}@media (max-width: 1199.98px){.modal-fullscreen-xl-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-xl-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-xl-down .modal-header,.modal-fullscreen-xl-down .modal-footer{border-radius:0}.modal-fullscreen-xl-down .modal-body{overflow-y:auto}}@media (max-width: 1399.98px){.modal-fullscreen-xxl-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-xxl-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-xxl-down .modal-header,.modal-fullscreen-xxl-down .modal-footer{border-radius:0}.modal-fullscreen-xxl-down .modal-body{overflow-y:auto}}.tooltip{--bs-tooltip-zindex: 1080;--bs-tooltip-max-width: 200px;--bs-tooltip-padding-x: .5rem;--bs-tooltip-padding-y: .25rem;--bs-tooltip-margin: ;--bs-tooltip-font-size:.875rem;--bs-tooltip-color: var(--bs-body-bg);--bs-tooltip-bg: var(--bs-emphasis-color);--bs-tooltip-border-radius: var(--bs-border-radius);--bs-tooltip-opacity: .9;--bs-tooltip-arrow-width: .8rem;--bs-tooltip-arrow-height: .4rem;z-index:var(--bs-tooltip-zindex);display:block;margin:var(--bs-tooltip-margin);font-family:var(--bs-font-sans-serif);font-style:normal;font-weight:400;line-height:1.5;text-align:left;text-align:start;text-decoration:none;text-shadow:none;text-transform:none;letter-spacing:normal;word-break:normal;white-space:normal;word-spacing:normal;line-break:auto;font-size:var(--bs-tooltip-font-size);word-wrap:break-word;opacity:0}.tooltip.show{opacity:var(--bs-tooltip-opacity)}.tooltip .tooltip-arrow{display:block;width:var(--bs-tooltip-arrow-width);height:var(--bs-tooltip-arrow-height)}.tooltip .tooltip-arrow::before{position:absolute;content:"";border-color:transparent;border-style:solid}.bs-tooltip-top .tooltip-arrow,.bs-tooltip-auto[data-popper-placement^="top"] .tooltip-arrow{bottom:calc(-1 * var(--bs-tooltip-arrow-height))}.bs-tooltip-top .tooltip-arrow::before,.bs-tooltip-auto[data-popper-placement^="top"] .tooltip-arrow::before{top:-1px;border-width:var(--bs-tooltip-arrow-height) 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var(--bs-border-width);--bs-popover-border-color: var(--bs-border-color-translucent);--bs-popover-border-radius: var(--bs-border-radius-lg);--bs-popover-inner-border-radius: calc(var(--bs-border-radius-lg) - var(--bs-border-width));--bs-popover-box-shadow: 0 0.5rem 1rem rgba(0,0,0,0.15);--bs-popover-header-padding-x: 1rem;--bs-popover-header-padding-y: .5rem;--bs-popover-header-font-size:1rem;--bs-popover-header-color: inherit;--bs-popover-header-bg: var(--bs-secondary-bg);--bs-popover-body-padding-x: 1rem;--bs-popover-body-padding-y: 1rem;--bs-popover-body-color: var(--bs-body-color);--bs-popover-arrow-width: 1rem;--bs-popover-arrow-height: .5rem;--bs-popover-arrow-border: 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#6f42c1;color:var(--bslib-color-fg)}.bg-pink{--bslib-color-bg: #e83e8c;--bslib-color-fg: #fff;background-color:var(--bslib-color-bg);color:var(--bslib-color-fg)}.text-pink{--bslib-color-fg: #e83e8c;color:var(--bslib-color-fg)}.bg-red{--bslib-color-bg: #e74c3c;--bslib-color-fg: #fff;background-color:var(--bslib-color-bg);color:var(--bslib-color-fg)}.text-red{--bslib-color-fg: #e74c3c;color:var(--bslib-color-fg)}.bg-orange{--bslib-color-bg: #fd7e14;--bslib-color-fg: #fff;background-color:var(--bslib-color-bg);color:var(--bslib-color-fg)}.text-orange{--bslib-color-fg: #fd7e14;color:var(--bslib-color-fg)}.bg-yellow{--bslib-color-bg: #f39c12;--bslib-color-fg: #fff;background-color:var(--bslib-color-bg);color:var(--bslib-color-fg)}.text-yellow{--bslib-color-fg: #f39c12;color:var(--bslib-color-fg)}.bg-green{--bslib-color-bg: #18bc9c;--bslib-color-fg: #fff;background-color:var(--bslib-color-bg);color:var(--bslib-color-fg)}.text-green{--bslib-color-fg: 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diff --git a/deps/bootstrap-5.2.2/font.css b/deps/bootstrap-5.3.1/font.css
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rename to deps/bootstrap-5.3.1/font.css
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similarity index 100%
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+<script src="deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous">
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 <meta property="og:description" content="These workshops and tutorials provide use cases and examples for
@@ -37,7 +37,7 @@
     
     <a class="navbar-brand me-2" href="index.html">SpectraTutorials</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.8.2</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.9.0</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -242,6 +242,16 @@ <h2 id="msms-spectra-matching-with-the-metaboannotation-package">MS/MS Spectra M
 <p>This tutorial shows how <em>MetaboAnnotation</em> can be used in R-based LC-MS/MS annotation workflows.</p>
 <p>Note that there is also an additional tutorial for the <em>MetaboAnnotation</em>, <em>CompoundDb</em> and <em>MetaboCoreUtils</em> packages available: <a href="https://jorainer.github.io/MetaboAnnotationTutorials" class="external-link">MetaboAnnotationTutorials</a>.</p>
 </div>
+<div class="section level2">
+<h2 id="contribution">Contribution<a class="anchor" aria-label="anchor" href="#contribution"></a>
+</h2>
+<p>For contributions, see the <a href="https://rformassspectrometry.github.io/RforMassSpectrometry/articles/RforMassSpectrometry.html#contributions" class="external-link">RforMassSpectrometry contributions guideline</a>.</p>
+</div>
+<div class="section level2">
+<h2 id="code-of-conduct">Code of Conduct<a class="anchor" aria-label="anchor" href="#code-of-conduct"></a>
+</h2>
+<p>See the <a href="https://rformassspectrometry.github.io/RforMassSpectrometry/articles/RforMassSpectrometry.html#code-of-conduct" class="external-link">RforMassSpectrometry Code of Conduct</a>.</p>
+</div>
 </div>
 <div class="section level1">
 <h1 id="acknowledgments">Acknowledgments<a class="anchor" aria-label="anchor" href="#acknowledgments"></a>
diff --git a/news/index.html b/news/index.html
index 6472612..86bcb5c 100644
--- a/news/index.html
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@@ -1,5 +1,5 @@
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 <![endif]--></head><body>
@@ -10,7 +10,7 @@
     
     <a class="navbar-brand me-2" href="../index.html">SpectraTutorials</a>
 
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.8.2</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.9.0</small>
 
     
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -52,6 +52,13 @@
       <small>Source: <a href="https://github.com/jorainer/SpectraTutorials/blob/HEAD/NEWS.md" class="external-link"><code>NEWS.md</code></a></small>
     </div>
 
+    <div class="section level2">
+<h2 class="pkg-version" data-toc-text="0.9" id="version-09">Version 0.9<a class="anchor" aria-label="anchor" href="#version-09"></a></h2>
+<div class="section level3">
+<h3 id="version-0-9">Version 0.9.0<a class="anchor" aria-label="anchor" href="#version-0-9"></a></h3>
+<ul><li>Use R 4.3 and Bioconductor 3.18.</li>
+</ul></div>
+</div>
     <div class="section level2">
 <h2 class="pkg-version" data-toc-text="0.8" id="version-08">Version 0.8<a class="anchor" aria-label="anchor" href="#version-08"></a></h2>
 <div class="section level3">
diff --git a/pkgdown.yml b/pkgdown.yml
index 48efde4..6433a5a 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -5,7 +5,7 @@ articles:
   Spectra-backends: Spectra-backends.html
   Spectra-matching-with-MetaboAnnotation: Spectra-matching-with-MetaboAnnotation.html
   analyzing-MS-data-from-different-sources-with-Spectra: analyzing-MS-data-from-different-sources-with-Spectra.html
-last_built: 2023-09-18T09:56Z
+last_built: 2023-12-05T09:13Z
 urls:
   reference: https://jorainer.github.io/SpectraTutorials/reference
   article: https://jorainer.github.io/SpectraTutorials/articles
diff --git a/reference/index.html b/reference/index.html
index 565db0b..2fc6419 100644
--- a/reference/index.html
+++ b/reference/index.html
@@ -1,5 +1,5 @@
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-[{"path":"https://jorainer.github.io/SpectraTutorials/Abstract-EuroBioc2020.html","id":null,"dir":"","previous_headings":"","what":"Abstract","title":"Abstract","text":"Mass spectrometry (MS) data key technology modern proteomics metabolomics experiments. Due continuous improvements MS instrumentation, generated data can easily become large. Also, different additional resources MS data exist, spectra libraries databases, specific file formats sometimes support manipulations original data. Learning experiences r Biocpkg(\"MSnbase\") Bioconductor package developed novel infrastructure handle MS spectral data R, r Biocpkg(\"Spectra\") package. package implements clear separation user functionality code provide, store import mass spectrometry data. Different backends can hence used enable access data various data resources designed specifically large MS data sets. Data manipulations default directly applied data cached lazy processing queue allows analyses also read-data representations. workshop shows expandability new infrastructure enable seamless integration analysis MS data variety input formats illustrated simple matching experimental MS2 spectra public spectral database export data format commonly used exchange MS2 data.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/Abstract-EuroBioc2022.html","id":null,"dir":"","previous_headings":"","what":"Abstract","title":"Abstract","text":"Mass spectrometry (MS) data key technology modern proteomics metabolomics experiments. Due continuous improvements MS instrumentation, generated data can easily become large. Also, different additional resources MS data exist, spectra libraries databases, specific file formats sometimes support manipulations original data. Learning experiences r Biocpkg(\"MSnbase\") Bioconductor package developed novel infrastructure handle MS spectral data R, r Biocpkg(\"Spectra\") package. package implements clear separation user functionality code provide, store import mass spectrometry data. Different backends can hence used enable access data various data resources. Depending backend, data representations can memory, disk, local remote. Data manipulations default directly applied data cached lazy processing queue allows analyses also read-data representations. workshop shows new infrastructure can used integrate data variety different input sources simple example fragment (MS2) spectra experiment matched reference MS2 spectra public spectral library. Results finally exported format commonly used exchange MS2 data.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/Abstract-EuroBioc2023.html","id":null,"dir":"","previous_headings":"","what":"Spectra: an expandable infrastructure to handle mass spectrometry data","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"Mass spectrometry (MS) data key technology modern metabolomics proteomics experiments. Continuous improvements MS instrumentation, larger experiments new technological developments lead ever growing data sizes increased number available variables making standard -memory data handling processing difficult. Spectra package provides modern infrastructure MS data handling specifically designed enable extension additional data resources alternative data representations. can realized extending virtual MsBackend class related methods. Implementations MsBackend classes can tailored specific needs, low memory footprint, fast processing, remote data access, also support specific additional data types variables. Importantly, data processing Spectra objects independent backend use due lazy evaluation mechanism caches data manipulations internally. workshop discusses different available data representations MS data along properties, advantages performances. addition, Spectra’s concept lazy evaluation data manipulations presented, well simple caching mechanism data modifications. Finally, explains new MsBackend instances can implemented tested ensure compliance. Describe: - Concept backends. - Loading MS data. - Backends, -disk, -memory. - Using MsBackendSql store data. - Use MsBackendMassbankSql access data: parallel processing possible. - Different properties backends. - Lazy processing caching.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"abstract","dir":"Articles","previous_headings":"","what":"Abstract","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"Mass spectrometry (MS) data key technology modern metabolomics proteomics experiments. Continuous improvements MS instrumentation, larger experiments new technological developments lead ever growing data sizes increased number available variables making standard -memory data handling processing difficult. Spectra package provides modern infrastructure MS data handling specifically designed enable extension additional data resources alternative data representations. can realized extending virtual MsBackend class related methods. Implementations MsBackend classes can tailored specific needs, low memory footprint, fast processing, remote data access, also support specific additional data types variables. Importantly, data processing Spectra objects independent backend use due lazy evaluation mechanism caches data manipulations internally. workshop discusses different available data representations MS data along properties, advantages performances. addition, Spectra’s concept lazy evaluation data manipulations presented, well simple caching mechanism data modifications. Finally, explains new MsBackend instances can implemented tested ensure compliance.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"introduction","dir":"Articles","previous_headings":"","what":"Introduction","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"workshop/tutorial assumes readers familiar mass spectrometry data. See LC-MS/MS nutshell section Seamless Integration Mass Spectrometry Data Different Sources vignette package general introduction MS.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"pre-requisites","dir":"Articles","previous_headings":"Introduction","what":"Pre-requisites","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"Basic familiarity R Bioconductor. Basic understanding Mass Spectrometry (MS) data.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"installation","dir":"Articles","previous_headings":"Introduction","what":"Installation","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"Get docker image tutorial docker pull jorainer/spectra_tutorials:latest. Start docker using Enter http://localhost:8787 web browser log username rstudio password bioc. Open R-markdown file (vignettes/Spectra-backends.Rmd) RStudio server version web browser evaluate R code blocks.","code":"docker run \\     -e PASSWORD=bioc \\     -p 8787:8787 \\     jorainer/spectra_tutorials:latest"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"rbioconductor-packages-used","dir":"Articles","previous_headings":"Introduction","what":"R/Bioconductor packages used","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"Spectra MsBackendSql","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"workshop-goals-and-objectives","dir":"Articles","previous_headings":"Introduction","what":"Workshop goals and objectives","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"technical demonstration internals Spectra package design MS infrastructure. ’re demonstrating use cases analysis workflows .","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"learning-goals","dir":"Articles","previous_headings":"Introduction > Workshop goals and objectives","what":"Learning goals","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"Understand MS data handled Spectra. Understand differences properties different MsBackend implementations.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"learning-objectives","dir":"Articles","previous_headings":"Introduction > Workshop goals and objectives","what":"Learning objectives","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"Learn MS data handled Spectra. Understand data representations/backends fit purpose/use case. Insights internals Spectra MS infrastructure facilitate implementation backend(s).","code":""},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"the-spectra-package","dir":"Articles","previous_headings":"Workshop","what":"The Spectra package","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"Purpose: provide expandable, well tested user-friendly infrastructure mass spectrometry (MS) data. Design: separation code representing main user interface code provide, store read MS data. Spectra: main interface end user. MsBackend: defines data stored managed. user need care data stored. functionality can applied MS data, regardless data stored. enables specialized data storage/representation options: remote data, low memory footprint, high performance.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"creating-and-using-spectra-objects","dir":"Articles","previous_headings":"Workshop","what":"Creating and using Spectra objects","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"MS data consists duplets mass--charge (m/z) intensity values along potential additional information, MS level, retention time, polarity etc. simplest form, MS data consists thus two (aligned) numeric vectors m/z intensity values e.g. data.frame containing potential additional annotations MS spectrum. Spectra terminology, \"mz\" \"intensity\" called peak variables (provide information individual mass peaks), annotations spectra variables (usually single value per spectrum). define m/z intensity values mass spectrum well data.frame additional spectra variables. basic representation MS data R. obvious reasons however better store data single container keeping separate, unrelated, variables. thus create Spectra object MS data. Spectra objects can created Spectra constructor function accepts (among possibilities) data.frame full MS data input. row data.frame expected contain data one spectrum. therefore need add m/z intensity values list numerical vectors data frame. now created Spectra object representing toy MS data. Individual spectra variables can accessed either $ name spectra variable, one dedicated accessor functions. Also, provided spectra variables \"msLevel\" \"polarity\" input data frame, variables available default Spectra object. called core spectra variables can always extracted Spectra object, even defined (case missing values returned). Spectra variables available Spectra object can listed spectraVariables function: ’ve now got Spectra object representing single MS spectrum - , name class implies, actually designed represent data multiple mass spectra (possibly whole experiment). thus define data.frame, time 3 rows, create Spectra object . Also, define additional spectra variables providing name ID compounds MS2 (fragment) spectrum represents. Now Spectra object representing 3 mass spectra set spectra peak variables. Spectra organized linearly, .e., one . Thus, Spectra length 3 element one spectrum. Subsetting works R object: Spectra behaves similar data.frame elements (rows) individual spectra columns spectra (peaks) variables, can accessed $ operator. Similar data.frame can also add new spectra variables (columns) using $<-. full peak data can extracted peaksData function, returns list two-dimensional arrays values peak variables. list element represents peak data one spectrum, stored e.g. matrix columns peak variables rows respective values peak. number rows peak variable arrays depends number mass peaks spectrum. number can extracted using lengths: next extract peaks’ data Spectra subset data second spectrum. Finally, can also visualize peak data spectrum Spectra.  plots also created manually m/z intensity values, built-functions cases efficient.  Experimental MS data generally (ideally) stored files mzML, mzXML CDF format. open file formats can read software. Bioconductor, mzR package allows read/write data /formats. Also Spectra allows represent data raw data files. illustrate create Spectra object two mzML files provided Bioconductor’s msdata package. thus access raw experimental MS data Spectra object. contrast first example , used Spectra constructor providing character vector file names specified source = MsBackendMzR(). anticipates concept backends Spectra package: source parameter Spectra call defines backend use import (represent) data, example MsBackendMzR enables import data mzML files. Like first example, can subset object access spectra variables. Note however Spectra object many spectra variables available (depending provided raw data files). can visualize data.","code":"#' Define simple MS data mz <- c(56.0494, 69.0447, 83.0603, 109.0395, 110.0712,         111.0551, 123.0429, 138.0662, 195.0876) int <- c(0.459, 2.585, 2.446, 0.508, 8.968, 0.524, 0.974, 100.0, 40.994)  sv <- data.frame(msLevel = 1L, polarity = 1L) library(Spectra)  #' wrap m/z and intensities into a list and add them to the data.frame sv$mz <- list(mz) sv$intensity <- list(int)  #' Create a `Spectra` object from the data. s <- Spectra(sv) s ## MSn data (Spectra) with 1 spectra in a MsBackendMemory backend: ##     msLevel     rtime scanIndex ##   <integer> <numeric> <integer> ## 1         1        NA        NA ##  ... 16 more variables/columns. #' Access the MS level spectra variable s$msLevel ## [1] 1 msLevel(s) ## [1] 1 #' List all available spectra variables spectraVariables(s) ##  [1] \"msLevel\"                 \"rtime\"                   ##  [3] \"acquisitionNum\"          \"scanIndex\"               ##  [5] \"dataStorage\"             \"dataOrigin\"              ##  [7] \"centroided\"              \"smoothed\"                ##  [9] \"polarity\"                \"precScanNum\"             ## [11] \"precursorMz\"             \"precursorIntensity\"      ## [13] \"precursorCharge\"         \"collisionEnergy\"         ## [15] \"isolationWindowLowerMz\"  \"isolationWindowTargetMz\" ## [17] \"isolationWindowUpperMz\" #' Extract the retention time spectra variable s$rtime ## [1] NA #' Define spectra variables for 3 MS spectra. sv <- data.frame(     msLevel = c(2L, 2L, 2L),     polarity = c(1L, 1L, 1L),     id = c(\"HMDB0000001\", \"HMDB0000001\", \"HMDB0001847\"),     name = c(\"1-Methylhistidine\", \"1-Methylhistidine\", \"Caffeine\"))  #' Assign m/z and intensity values. sv$mz <- list(     c(109.2, 124.2, 124.5, 170.16, 170.52),     c(83.1, 96.12, 97.14, 109.14, 124.08, 125.1, 170.16),     c(56.0494, 69.0447, 83.0603, 109.0395, 110.0712,       111.0551, 123.0429, 138.0662, 195.0876)) sv$intensity <- list(     c(3.407, 47.494, 3.094, 100.0, 13.240),     c(6.685, 4.381, 3.022, 16.708, 100.0, 4.565, 40.643),     c(0.459, 2.585, 2.446, 0.508, 8.968, 0.524, 0.974, 100.0, 40.994))  #' Create a Spectra from this data. s <- Spectra(sv) s ## MSn data (Spectra) with 3 spectra in a MsBackendMemory backend: ##     msLevel     rtime scanIndex ##   <integer> <numeric> <integer> ## 1         2        NA        NA ## 2         2        NA        NA ## 3         2        NA        NA ##  ... 18 more variables/columns. #' List available spectra and peaks variables. spectraVariables(s) ##  [1] \"msLevel\"                 \"rtime\"                   ##  [3] \"acquisitionNum\"          \"scanIndex\"               ##  [5] \"dataStorage\"             \"dataOrigin\"              ##  [7] \"centroided\"              \"smoothed\"                ##  [9] \"polarity\"                \"precScanNum\"             ## [11] \"precursorMz\"             \"precursorIntensity\"      ## [13] \"precursorCharge\"         \"collisionEnergy\"         ## [15] \"isolationWindowLowerMz\"  \"isolationWindowTargetMz\" ## [17] \"isolationWindowUpperMz\"  \"id\"                      ## [19] \"name\" peaksVariables(s) ## [1] \"mz\"        \"intensity\" length(s) ## [1] 3 #' Extract the 2nd spectrum s[2] ## MSn data (Spectra) with 1 spectra in a MsBackendMemory backend: ##     msLevel     rtime scanIndex ##   <integer> <numeric> <integer> ## 1         2        NA        NA ##  ... 18 more variables/columns. s$msLevel ## [1] 2 2 2 #' Add a new spectra variable. s$new_variable <- c(\"a\", \"b\", \"c\") spectraVariables(s) ##  [1] \"msLevel\"                 \"rtime\"                   ##  [3] \"acquisitionNum\"          \"scanIndex\"               ##  [5] \"dataStorage\"             \"dataOrigin\"              ##  [7] \"centroided\"              \"smoothed\"                ##  [9] \"polarity\"                \"precScanNum\"             ## [11] \"precursorMz\"             \"precursorIntensity\"      ## [13] \"precursorCharge\"         \"collisionEnergy\"         ## [15] \"isolationWindowLowerMz\"  \"isolationWindowTargetMz\" ## [17] \"isolationWindowUpperMz\"  \"id\"                      ## [19] \"name\"                    \"new_variable\" #' Get the number of peaks per spectrum. lengths(s) ## [1] 5 7 9 #' Extract the peaks matrix of the second spectrum peaksData(s)[[2]] ##          mz intensity ## [1,]  83.10     6.685 ## [2,]  96.12     4.381 ## [3,]  97.14     3.022 ## [4,] 109.14    16.708 ## [5,] 124.08   100.000 ## [6,] 125.10     4.565 ## [7,] 170.16    40.643 #' Plot the second spectrum. plotSpectra(s[2]) plot(mz(s)[[2]], intensity(s)[[2]], type = \"h\",      xlab = \"m/z\", ylab = \"intensity\") #' Import MS data from 2 mzML files. fls <- dir(system.file(\"sciex\", package = \"msdata\"), full.names = TRUE) s2 <- Spectra(fls, source = MsBackendMzR()) s2 ## MSn data (Spectra) with 1862 spectra in a MsBackendMzR backend: ##        msLevel     rtime scanIndex ##      <integer> <numeric> <integer> ## 1            1     0.280         1 ## 2            1     0.559         2 ## 3            1     0.838         3 ## 4            1     1.117         4 ## 5            1     1.396         5 ## ...        ...       ...       ... ## 1858         1   258.636       927 ## 1859         1   258.915       928 ## 1860         1   259.194       929 ## 1861         1   259.473       930 ## 1862         1   259.752       931 ##  ... 33 more variables/columns. ##  ## file(s): ## 20171016_POOL_POS_1_105-134.mzML ## 20171016_POOL_POS_3_105-134.mzML #' Available spectra variables spectraVariables(s2) ##  [1] \"msLevel\"                  \"rtime\"                    ##  [3] \"acquisitionNum\"           \"scanIndex\"                ##  [5] \"dataStorage\"              \"dataOrigin\"               ##  [7] \"centroided\"               \"smoothed\"                 ##  [9] \"polarity\"                 \"precScanNum\"              ## [11] \"precursorMz\"              \"precursorIntensity\"       ## [13] \"precursorCharge\"          \"collisionEnergy\"          ## [15] \"isolationWindowLowerMz\"   \"isolationWindowTargetMz\"  ## [17] \"isolationWindowUpperMz\"   \"peaksCount\"               ## [19] \"totIonCurrent\"            \"basePeakMZ\"               ## [21] \"basePeakIntensity\"        \"ionisationEnergy\"         ## [23] \"lowMZ\"                    \"highMZ\"                   ## [25] \"mergedScan\"               \"mergedResultScanNum\"      ## [27] \"mergedResultStartScanNum\" \"mergedResultEndScanNum\"   ## [29] \"injectionTime\"            \"filterString\"             ## [31] \"spectrumId\"               \"ionMobilityDriftTime\"     ## [33] \"scanWindowLowerLimit\"     \"scanWindowUpperLimit\" #' Access the MS levels for the first 6 spectra s2$msLevel |> head() ## [1] 1 1 1 1 1 1 #' Plot the 4th spectrum. plotSpectra(s2[4])"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"use-of-different-backends-with-spectra-why-and-how","dir":"Articles","previous_headings":"Workshop","what":"Use of different backends with Spectra, why and how?","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"Spectra objects behave way, .e. data can accessed fashion, actually use different backends thus data representations: first example Spectra uses MsBackendMemory backend , name tells, keeps MS data memory (within backend object). contrast, second Spectra represents experimental MS data two mzML files uses MsBackendMzR backend. backend loads general spectra data (variables) memory imports peak data -demand original data files needed/requested (similar -disk mode discussed (Gatto, Gibb, Rainer 2020)). advantage offline storage mode lower memory footprint enables also analysis large data experiments standard computers. different backends? Reason 1: support additional file formats. backend class defines functionality import/export data /specific file formats. Spectra class stays data storage agnostic e.g. import/export routines need implemented class. Support additional file formats can implemented independently Spectra package can contributed different developers. Examples: MsBackendMgf (defined MsBackendMgf) adds support MS files MGF file format. MsBackendMsp (defined MsBackendMsp adds support MSP files. MsBackendRawFileReader (defined MsBackendRawFileReader) adds support MS data files Thermo Fisher Scientific’s raw data file format. import data files certain file format, respective backend able handle data needs specified parameter source Spectra constructor call: Reason 2: support different implementations store represent data. includes data stored stored. Specialized backends can defined , example, optimized high performance low memory demand. Examples: MsBackendMemory (defined Spectra): keeps MS data memory optimized fast efficient access peaks data matrices (.e., m/z intensity values spectra). MsBackendMzR (defined Spectra): keeps spectra variables memory retrieves peaks data --fly original data files upon request. guarantees lower memory footprint enables also analysis large MS experiments. MsBackendSql (defined MsBackendSql package): MS data stored SQL database. minimal memory requirements data (whether spectra peaks variables) need retrieved database. Depending SQL database system used, backend also allow remote data access. evaluate illustrate properties different backends create Spectra objects data, using different backends. use setBackend function change backend Spectra object. call loaded MS data original data files memory. third option next store full MS data SQL database using/changing MsBackendOfflineSql backend defined MsBackendSql package. setBackend call need provide connection information database contain data. includes database driver (parameter drv, depending database system), database name (parameter dbname) well eventual additional connection information like host, username, port password. parameters required depends SQL database used hence driver (see also ?dbConnect information parameters). example store data SQLite database. thus set drv = SQLite() provide parameter dbname name SQLite database file (yet exist). addition, importantly, disable parallel processing BPPARAM = SerialParam() since SQL databases don’t support parallel data import. Note: efficient way import MS data data files SQL database createMsBackendSqlDatabase MsBackendSql package. Also, larger data sets suggested use advanced powerful SQL database systems (e.g. MySQL/MariaDB SQL databases). now 3 Spectra objects representing MS data, using different backends. first comparison evaluate size memory: expected, size Spectra object MsBackendMemory backend largest three. Since MsBackendOfflineSql backend keeps primary keys spectra memory ’s memory requirements particularly small thus ideal represent even large MS experiments. next evaluate performance extract spectra variables. compare time needed extract retention times 3 Spectra objects using microbenchmark function. register(SerialParam()) globally disable parallel processing Spectra ensure results independent . Highest performance can seen Spectra object MsBackendMemory backend, followed Spectra object MsBackendMzR backend, extraction spectra variables slowest Spectra MsBackendOfflineSql. , expected MsBackendOfflineSql needs retrieve data database two backends keep retention times spectra (along general spectra metadata) memory. next also evaluate performance extract peaks data, .e. individual m/z intensity values spectra two files. MsBackendMemory outperforms two backends also comparison. MsBackendMzR MsBackendOfflineSql need import data, MsBackendMzR original mzML files MsBackendOfflineSql SQL database (present data efficient). last evaluate performance subset 3 Spectra objects 10 random spectra. , MsBackendOfflineSql clear advantage two backends, needs subset integer vector primary keys (data keeps memory), MsBackendMemory needs subset full data, MsBackendMzR data frame spectra variables.","code":"class(s@backend) ## [1] \"MsBackendMemory\" ## attr(,\"package\") ## [1] \"Spectra\" class(s2@backend) ## [1] \"MsBackendMzR\" ## attr(,\"package\") ## [1] \"Spectra\" #' Import MS data from mzML files s_mzr <- Spectra(fls, source = MsBackendMzR()) #' Change the backend to MsBackendMemory s_mem <- setBackend(s_mzr, MsBackendMemory()) #' Change the backend to a SQL representation of the data. library(MsBackendSql) ## Warning: multiple methods tables found for 'uniqueMsLevels' library(RSQLite) s_db <- setBackend(s_mzr, MsBackendOfflineSql(), drv = SQLite(),                    dbname = \"ms_backend_sql_test.sqlite\",                    BPPARAM = SerialParam()) #' Compare memory footprint. print(object.size(s_mem), units = \"MB\") ## 53.2 Mb print(object.size(s_mzr), units = \"MB\") ## 0.4 Mb print(object.size(s_db), units = \"MB\") ## 0.1 Mb #' Compare performance to extract the retention times. register(SerialParam()) library(microbenchmark) microbenchmark(     rtime(s_mem),     rtime(s_mzr),     rtime(s_db),     times = 13 ) ## Unit: microseconds ##          expr     min      lq        mean  median      uq     max neval ##  rtime(s_mem)    17.7    35.7    37.29231    36.6    42.4    56.4    13 ##  rtime(s_mzr)   647.7   698.4   734.75385   702.1   726.2  1135.7    13 ##   rtime(s_db) 10995.3 11662.9 13865.56923 11760.8 11996.0 39677.0    13 #' Compare performance to extract the peaks data. microbenchmark(     peaksData(s_mem),     peaksData(s_mzr),     peaksData(s_db),     times = 7 ) ## Unit: microseconds ##              expr      min       lq       mean   median       uq       max ##  peaksData(s_mem)    982.6   1107.9   1271.671   1324.8   1355.3    1667.9 ##  peaksData(s_mzr) 731187.8 751334.0 802836.414 774850.4 802861.8 1005425.0 ##   peaksData(s_db) 154324.8 156781.6 306563.114 174647.2 406203.2  691000.2 ##  neval ##      7 ##      7 ##      7 #' Compare performance to subset the Spectra. idx <- sample(seq_along(s_mem), 10) microbenchmark(     s_mem[idx],     s_mzr[idx],     s_db[idx] ) ## Unit: microseconds ##        expr   min      lq     mean  median      uq    max neval ##  s_mem[idx] 222.8  319.70  342.586  348.05  375.65  412.2   100 ##  s_mzr[idx] 841.0 1015.55 1060.921 1066.10 1105.65 1562.1   100 ##   s_db[idx] 164.9  221.90  264.170  256.30  272.90 1998.6   100"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"performance-considerations-and-tweaks","dir":"Articles","previous_headings":"Workshop > Use of different backends with Spectra, why and how?","what":"Performance considerations and tweaks","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"Keeping data memory (e.g. using MsBackendMemory) obvious performance advantages, might possible MS experiments. -disk backends MsBackendMzR MsBackendOfflineSql allow, due lower memory footprint, analyze also large data sets. optimized build-option Spectra methods load process MS data small chunks contrast loading processing full data whole. performance offline backends MsBackendMzR MsBackendSql/MsBackendOfflineSql depend also /O capabilities hard disks containing data files , latter, addition configuration SQL database system used.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"data-manipulation-and-the-lazy-evaluation-queue","dir":"Articles","previous_headings":"Workshop","what":"Data manipulation and the lazy evaluation queue","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"data representations might, design way data handled stored, allow changing existing adding new values. MsBackendMzR backend example retrieves peaks data directly raw data files don’t want manipulation m/z intensity values directly written back original data files. Also backends, specifically provide access spectral reference databases (MsBackendMassbankSql MsBackendMassbank package MsBackendCompDb CompoundDb package), supposed allow changes information stored databases. Data manipulations however integral part data analysis thus need backends mechanism allows changes data without propagating original data resource. backend classes caching mechanism implemented enables adding, changing, deleting spectra variables. illustrate add new spectra variable \"new_variable\" 3 Spectra objects. new spectra variable now added 3 Spectra objects: MsBackendMemory stores spectra variables data.frame within object. new spectra variable thus simply added new column data.frame. Warning: NEVER access manipulate slots backend class directly like can easily result data corruption. Similarly, also MsBackendMzR stores data spectra variables (peaks variables!) within DataFrame inside object. Adding new spectra variable thus also added new column DataFrame. Note: use DataFrame instead data.frame MsBackendMzR explains performance differences subset access spectra variables ’ve seen backend MsBackendMemory . MsBackendOfflineSql implements support changes spectra variables differently: object contains vector available database column names addition (initially empty) data.frame cache changes spectra variables. spectra variable deleted, respective column name removed character vector available column names. new spectra variable added (like example ) values existing spectra variable changed, spectra variable, respectively values, stored (new column) caching data frame: Actually, want change data directly database? fairly simple add new column database table change values . actually two reasons : firstly don’t want change raw data might stored database (e.g. database contains reference MS2 spectra, case Spectra MassBank data) secondly, want avoid following situation: imagine create copy s_db variable change retention times variable: Writing changes back database also change retention time values original s_db variable obvious reasons desired. Note can also used MsBackendOfflineSql backends cache spectra variables memory faster access. Note: MsBackendCached class Spectra package provides internal data.frame-based caching mechanism described . MsBackendOfflineSql class directly extends backend hence inherits mechanism database-specific additional functionality needed implemented. Thus, MsBackend implementation extending MsBackendCached base class automatically inherit caching mechanism need implement . Examples backends extending MsBackendCached , among others, MsBackendSql, MsBackendOfflineSql, MsBackendMassbankSql. Analysis MS data requires, addition changing adding spectra variables also possibility manipulate peaks’ data (.e. m/z intensity values individual mass peaks spectra). simple example remove mass peaks intensity 100 data set compare number peaks per spectra operation.  operation reduce number peaks considerably. repeat operation now also two backends. number peaks also reduced two backends although keep peak data memory , discussed , allow changes data file (database) containing original data. caching mechanisms described work well spectra variables (generally) limited manageable sizes. MS peaks data (m/z intensity values individual peaks MS spectra) however represent much larger data volumes preventing cache store changes directly -memory, especially data large experiments high resolution instruments. reason, instead caching changes values within object, cache actual data manipulation operation(s). function modify peaks data, along parameters, automatically added internal lazy processing queue within Spectra object call one Spectra’s (peaks) data manipulation functions. mechanism implemented directly Spectra class backends thus implement . calling filterIntensity , data actually modified, function filter peaks data added processig queue. function along possibly defined parameters added ProcessingStep object: , advisable directly access internal slots Spectra object! function accessed : parameters : time peaks data accessed (like intensity call example ), Spectra object first request raw peaks data backend, check processing queue , empty, apply contained cached processing steps peaks data returning user. nice side effect, subset data accessed, data manipulations need applied requested data subset, full data. can positive impact overall performance: Next number common peaks data manipulation methods already implemented Spectra, make use processing queue, also addProcessing function allows apply user-provided function peaks data (using lazy evaluation mechanism). simple example define function scales intensities spectrum total intensity sum per spectrum 1. Functions addProcessing expected take peaks array input return peaks array result. Note also ... function definition required, internally additional parameters, spectrum’s MS level, default passed along function (see also addProcessing documentation entry ?Spectra information advanced examples). validation calculate sum intensities first 6 spectra. intensities thus scaled total intensity sum per spectra 1. Note , common operation MS2 data (fragment spectra), scaling function generally used (quantitative) MS1 data (example ). Finally, since lazy evaluation mechanism changing actual peaks data, can also undo data manipulations. simple reset call Spectra object restore data object initial state (fact simply clears processing queue). Along potential chaching mechanisms spectra variables, implementation lazy-evaluation queue allows apply also data manipulations MS data data resources inherently read-(reference libraries fragment spectra) thus enable analysis MS data independently data stored.","code":"#' Assign new spectra variables. s_mem$new_variable <- seq_along(s_mem) s_mzr$new_variable <- seq_along(s_mem) s_db$new_variable <- seq_along(s_mem) #' Show spectra variables for one of the Spectra spectraVariables(s_mzr) ##  [1] \"msLevel\"                  \"rtime\"                    ##  [3] \"acquisitionNum\"           \"scanIndex\"                ##  [5] \"dataStorage\"              \"dataOrigin\"               ##  [7] \"centroided\"               \"smoothed\"                 ##  [9] \"polarity\"                 \"precScanNum\"              ## [11] \"precursorMz\"              \"precursorIntensity\"       ## [13] \"precursorCharge\"          \"collisionEnergy\"          ## [15] \"isolationWindowLowerMz\"   \"isolationWindowTargetMz\"  ## [17] \"isolationWindowUpperMz\"   \"peaksCount\"               ## [19] \"totIonCurrent\"            \"basePeakMZ\"               ## [21] \"basePeakIntensity\"        \"ionisationEnergy\"         ## [23] \"lowMZ\"                    \"highMZ\"                   ## [25] \"mergedScan\"               \"mergedResultScanNum\"      ## [27] \"mergedResultStartScanNum\" \"mergedResultEndScanNum\"   ## [29] \"injectionTime\"            \"filterString\"             ## [31] \"spectrumId\"               \"ionMobilityDriftTime\"     ## [33] \"scanWindowLowerLimit\"     \"scanWindowUpperLimit\"     ## [35] \"new_variable\" #' Direct access to the backend's data. s_mem@backend@spectraData |> head() ##   msLevel rtime acquisitionNum scanIndex dataStorage ## 1       1 0.280              1         1    <memory> ## 2       1 0.559              2         2    <memory> ## 3       1 0.838              3         3    <memory> ## 4       1 1.117              4         4    <memory> ## 5       1 1.396              5         5    <memory> ## 6       1 1.675              6         6    <memory> ##                                                                    dataOrigin ## 1 /usr/local/lib/R/site-library/msdata/sciex/20171016_POOL_POS_1_105-134.mzML ## 2 /usr/local/lib/R/site-library/msdata/sciex/20171016_POOL_POS_1_105-134.mzML ## 3 /usr/local/lib/R/site-library/msdata/sciex/20171016_POOL_POS_1_105-134.mzML ## 4 /usr/local/lib/R/site-library/msdata/sciex/20171016_POOL_POS_1_105-134.mzML ## 5 /usr/local/lib/R/site-library/msdata/sciex/20171016_POOL_POS_1_105-134.mzML ## 6 /usr/local/lib/R/site-library/msdata/sciex/20171016_POOL_POS_1_105-134.mzML ##   centroided smoothed polarity precScanNum precursorMz precursorIntensity ## 1      FALSE       NA        1          NA          NA                 NA ## 2      FALSE       NA        1          NA          NA                 NA ## 3      FALSE       NA        1          NA          NA                 NA ## 4      FALSE       NA        1          NA          NA                 NA ## 5      FALSE       NA        1          NA          NA                 NA ## 6      FALSE       NA        1          NA          NA                 NA ##   precursorCharge collisionEnergy isolationWindowLowerMz ## 1              NA              NA                     NA ## 2              NA              NA                     NA ## 3              NA              NA                     NA ## 4              NA              NA                     NA ## 5              NA              NA                     NA ## 6              NA              NA                     NA ##   isolationWindowTargetMz isolationWindowUpperMz peaksCount totIonCurrent ## 1                      NA                     NA        578        898185 ## 2                      NA                     NA       1529       1037012 ## 3                      NA                     NA       1600       1094971 ## 4                      NA                     NA       1664       1135015 ## 5                      NA                     NA       1417       1106233 ## 6                      NA                     NA       1602       1181489 ##   basePeakMZ basePeakIntensity ionisationEnergy    lowMZ   highMZ mergedScan ## 1   124.0860            154089                0 105.0435 133.9837         NA ## 2   124.0859            182690                0 105.0275 133.9836         NA ## 3   124.0859            196650                0 105.0376 133.9902         NA ## 4   124.0859            203502                0 105.0376 133.9853         NA ## 5   124.0859            191715                0 105.0347 133.9885         NA ## 6   124.0859            213400                0 105.0420 133.9836         NA ##   mergedResultScanNum mergedResultStartScanNum mergedResultEndScanNum ## 1                  NA                       NA                     NA ## 2                  NA                       NA                     NA ## 3                  NA                       NA                     NA ## 4                  NA                       NA                     NA ## 5                  NA                       NA                     NA ## 6                  NA                       NA                     NA ##   injectionTime filterString                             spectrumId ## 1             0         <NA> sample=1 period=1 cycle=1 experiment=1 ## 2             0         <NA> sample=1 period=1 cycle=2 experiment=1 ## 3             0         <NA> sample=1 period=1 cycle=3 experiment=1 ## 4             0         <NA> sample=1 period=1 cycle=4 experiment=1 ## 5             0         <NA> sample=1 period=1 cycle=5 experiment=1 ## 6             0         <NA> sample=1 period=1 cycle=6 experiment=1 ##   ionMobilityDriftTime scanWindowLowerLimit scanWindowUpperLimit new_variable ## 1                   NA                   NA                   NA            1 ## 2                   NA                   NA                   NA            2 ## 3                   NA                   NA                   NA            3 ## 4                   NA                   NA                   NA            4 ## 5                   NA                   NA                   NA            5 ## 6                   NA                   NA                   NA            6 s_mzr@backend@spectraData ## DataFrame with 1862 rows and 26 columns ##      scanIndex acquisitionNum   msLevel  polarity peaksCount totIonCurrent ##      <integer>      <integer> <integer> <integer>  <integer>     <numeric> ## 1            1              1         1         1        578        898185 ## 2            2              2         1         1       1529       1037012 ## 3            3              3         1         1       1600       1094971 ## 4            4              4         1         1       1664       1135015 ## 5            5              5         1         1       1417       1106233 ## ...        ...            ...       ...       ...        ...           ... ## 1858       927            927         1         1       3528        418159 ## 1859       928            928         1         1       3662        429930 ## 1860       929            929         1         1       3442        413427 ## 1861       930            930         1         1       3564        447033 ## 1862       931            931         1         1       3517        441025 ##          rtime basePeakMZ basePeakIntensity ionisationEnergy     lowMZ ##      <numeric>  <numeric>         <numeric>        <numeric> <numeric> ## 1        0.280    124.086            154089                0   105.043 ## 2        0.559    124.086            182690                0   105.028 ## 3        0.838    124.086            196650                0   105.038 ## 4        1.117    124.086            203502                0   105.038 ## 5        1.396    124.086            191715                0   105.035 ## ...        ...        ...               ...              ...       ... ## 1858   258.636    123.090             28544                0   105.008 ## 1859   258.915    123.090             29164                0   105.009 ## 1860   259.194    123.090             28724                0   105.010 ## 1861   259.473    123.091             28743                0   105.012 ## 1862   259.752    123.091             27503                0   105.012 ##         highMZ mergedScan mergedResultScanNum mergedResultStartScanNum ##      <numeric>  <integer>           <integer>                <integer> ## 1      133.984         NA                  NA                       NA ## 2      133.984         NA                  NA                       NA ## 3      133.990         NA                  NA                       NA ## 4      133.985         NA                  NA                       NA ## 5      133.989         NA                  NA                       NA ## ...        ...        ...                 ...                      ... ## 1858   134.000         NA                  NA                       NA ## 1859   134.000         NA                  NA                       NA ## 1860   134.000         NA                  NA                       NA ## 1861   133.998         NA                  NA                       NA ## 1862   133.997         NA                  NA                       NA ##      mergedResultEndScanNum injectionTime filterString             spectrumId ##                   <integer>     <numeric>  <character>            <character> ## 1                        NA             0           NA sample=1 period=1 cy.. ## 2                        NA             0           NA sample=1 period=1 cy.. ## 3                        NA             0           NA sample=1 period=1 cy.. ## 4                        NA             0           NA sample=1 period=1 cy.. ## 5                        NA             0           NA sample=1 period=1 cy.. ## ...                     ...           ...          ...                    ... ## 1858                     NA             0           NA sample=1 period=1 cy.. ## 1859                     NA             0           NA sample=1 period=1 cy.. ## 1860                     NA             0           NA sample=1 period=1 cy.. ## 1861                     NA             0           NA sample=1 period=1 cy.. ## 1862                     NA             0           NA sample=1 period=1 cy.. ##      centroided ionMobilityDriftTime scanWindowLowerLimit scanWindowUpperLimit ##       <logical>            <numeric>            <numeric>            <numeric> ## 1         FALSE                   NA                   NA                   NA ## 2         FALSE                   NA                   NA                   NA ## 3         FALSE                   NA                   NA                   NA ## 4         FALSE                   NA                   NA                   NA ## 5         FALSE                   NA                   NA                   NA ## ...         ...                  ...                  ...                  ... ## 1858      FALSE                   NA                   NA                   NA ## 1859      FALSE                   NA                   NA                   NA ## 1860      FALSE                   NA                   NA                   NA ## 1861      FALSE                   NA                   NA                   NA ## 1862      FALSE                   NA                   NA                   NA ##                 dataStorage             dataOrigin new_variable ##                 <character>            <character>    <integer> ## 1    /usr/local/lib/R/sit.. /usr/local/lib/R/sit..            1 ## 2    /usr/local/lib/R/sit.. /usr/local/lib/R/sit..            2 ## 3    /usr/local/lib/R/sit.. /usr/local/lib/R/sit..            3 ## 4    /usr/local/lib/R/sit.. /usr/local/lib/R/sit..            4 ## 5    /usr/local/lib/R/sit.. /usr/local/lib/R/sit..            5 ## ...                     ...                    ...          ... ## 1858 /usr/local/lib/R/sit.. /usr/local/lib/R/sit..         1858 ## 1859 /usr/local/lib/R/sit.. /usr/local/lib/R/sit..         1859 ## 1860 /usr/local/lib/R/sit.. /usr/local/lib/R/sit..         1860 ## 1861 /usr/local/lib/R/sit.. /usr/local/lib/R/sit..         1861 ## 1862 /usr/local/lib/R/sit.. /usr/local/lib/R/sit..         1862 s_db@backend@localData |> head() ##   new_variable ## 1            1 ## 2            2 ## 3            3 ## 4            4 ## 5            5 ## 6            6 #' Change values in a copy of the variable s_db2 <- s_db rtime(s_db2) <- rtime(s_db2) + 10 #' Retention times of original copy should NOT change rtime(s_db) |> head() ## [1] 0.280 0.559 0.838 1.117 1.396 1.675 rtime(s_db2) |> head() ## [1] 10.280 10.559 10.838 11.117 11.396 11.675 s_db2 <- s_db  #' Cache an existing spectra variable in memory s_db2$rtime <- rtime(s_db2)  microbenchmark(     rtime(s_db),     rtime(s_db2),     times = 17 ) ## Unit: milliseconds ##          expr     min      lq      mean  median      uq     max neval ##   rtime(s_db) 10.8206 10.8940 11.295976 11.1121 11.4493 13.4719    17 ##  rtime(s_db2)  4.1912  4.6522  4.721118  4.6891  4.8714  5.1092    17 #' Remove all peaks with an intensity below 100 s_mem <- filterIntensity(s_mem, intensity = 100)  #' Compare the number of peaks before/after boxplot(list(before = lengths(s_mzr), after = lengths(s_mem)),         ylab = \"number of peaks\") #' Repeast filtering for the two other Spectra objects. s_mzr <- filterIntensity(s_mzr, intensity = 100) s_db <- filterIntensity(s_db, intensity = 100) #' Evaluate that subsetting worked for all. median(lengths(s_mem)) ## [1] 433 median(lengths(s_mzr)) ## [1] 433 median(lengths(s_db)) ## [1] 433 #' Show the processing queue. s_db@processingQueue ## [[1]] ## Object of class \"ProcessingStep\" ##  Function: user-provided function ##  Arguments: ##   o intensity = 100Inf ##   o msLevel = 1 #' Access a processing step's function s_db@processingQueue[[1L]]@FUN ## function (x, spectrumMsLevel, intensity = c(0, Inf), msLevel = spectrumMsLevel,  ##     ...)  ## { ##     if (!spectrumMsLevel %in% msLevel || !length(x))  ##         return(x) ##     x[which(between(x[, \"intensity\"], intensity)), , drop = FALSE] ## } ## <bytecode: 0x55d83f447d48> ## <environment: namespace:Spectra> #' Access the parameters for that function s_db@processingQueue[[1L]]@ARGS ## $intensity ## [1] 100 Inf ##  ## $msLevel ## [1] 1 #' Access intensity values and extract those of the 1st spectrum. intensity(s_db)[[1L]] ##   [1]    412    412    412    412    412    412    412    412    412   1237 ##  [11]    412    412    412    412    412    412    412    412    412    412 ##  [21]    412    412    824    412    412    412    412    412    412    412 ##  [31]    412    412    412    412    412    412   1237    412    412    412 ##  [41]    412    412    412    412    412    412    412    412    412    412 ##  [51]    824    412    412    412    412    412    412    412    824   1649 ##  [61]   2061   1237    412    412    412    412    412    412   2061   7008 ##  [71]  17727  22674  23910  12780   6184   3710   2061   1237    412    412 ##  [81]    412   1662    412   1258    861    854    845    873    842    412 ##  [91]    860   1307    882    442  12347  55349 132662 154089 115667  76817 ## [101]  41233  26904  11577   6155   2650   3966    872    461    461    433 ## [111]    412    442    430    461    412    412    412    412    412    426 ## [121]    449    412    412    824    412    412    433    412    412    412 ## [131]    412    412   1684    412    412    412   1649   1649   2061   1649 ## [141]   4947   6184   9482  10718   5359   2886   1649   1649   1237    412 ## [151]    412    412    412    412    412    412    412    412    412    412 ## [161]    412    412    412    412    412    412    412    412    412    412 ## [171]    412    412    412    412    412    412    412    412    412    412 ## [181]    412    412    412    412    412    412    412    412    412    412 ## [191]    412    412    412    412    824    412    412    412    412    412 ## [201]    412    412    412    412    412    412    412    824    412    412 ## [211]    412    412    412    412    412    412    412    412    412    412 ## [221]    412    824    824   1237   1649    824    412    412    412    412 ## [231]    824    412    824   1237    412    412    412    412    412    412 ## [241]    412    412    412    412    412    412    412 #' Compare applying the processing queue to either 10 spectra or the #' full set of spectra. microbenchmark(     intensity(s_mem[1:10]),     intensity(s_mem)[1:10],     times = 7) ## Unit: milliseconds ##                    expr      min       lq       mean   median       uq      max ##  intensity(s_mem[1:10])   5.0918   5.5468   5.726457   5.6146   5.7428   6.7996 ##  intensity(s_mem)[1:10] 135.9978 138.7617 144.616486 144.3034 149.1025 156.2860 ##  neval ##      7 ##      7 #' Define a function that scales intensities scale_sum <- function(x, ...) {     x[, \"intensity\"] <- x[, \"intensity\"] / sum(x[, \"intensity\"], na.rm = TRUE)     x }  #' Add this function to the processing queue s_mem <- addProcessing(s_mem, scale_sum) s_mzr <- addProcessing(s_mzr, scale_sum) s_db <- addProcessing(s_db, scale_sum) sum(intensity(s_mem)) |> head() ## [1] 1 1 1 1 1 1 sum(intensity(s_mzr)) |> head() ## [1] 1 1 1 1 1 1 sum(intensity(s_db)) |> head() ## [1] 1 1 1 1 1 1 #' Restore the Spectra object to its initial state. s_db <- reset(s_db) median(lengths(s_db)) ## [1] 1547 sum(intensity(s_db)) |> head() ## [1]  898185 1037012 1094971 1135015 1106233 1181489"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"implementing-your-own-msbackend","dir":"Articles","previous_headings":"Workshop","what":"Implementing your own MsBackend","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"New backends Spectra extend MsBackend class implement methods defined infrastructure. Extending classes, MsBackendMemory MsBackendCached can help reducing number methods concepts needed implement. detailed example description provided Creating new MsBackend classes vignette - otherwise: open issue Spectra github repo. Add following code testthat.R file ensure compliance MsBackend definition:","code":"test_suite <- system.file(\"test_backends\", \"test_MsBackend\",                         package = \"Spectra\")  #' Assign an instance of the developed `MsBackend` to variable `be`. be <- my_be test_dir(test_suite, stop_on_failure = TRUE)"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"final-words","dir":"Articles","previous_headings":"Workshop","what":"Final words","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"designed support large data sets. easily extendable. support variety MS data file formats data representations. caching mechanism processing queue allow data analysis also read-data resources.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"acknowledgments","dir":"Articles","previous_headings":"","what":"Acknowledgments","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"Thank Philippine Louail fixing typos suggesting improvements.","code":""},{"path":[]},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-matching-with-MetaboAnnotation.html","id":"introduction","dir":"Articles","previous_headings":"Overview","what":"Introduction","title":"MS/MS Spectra Matching with the `MetaboAnnotation` Package","text":"Spectra package provides functionality required annotation identification workflows untargeted LC-MS/MS data, , flexible customizable, might cumbersome beginners analysts accustomed R. fill gap developed MetaboAnnotation package builds upon Spectra provides functions annotation LC-MS LC-MS/MS data sets tailored towards less experienced R user (Rainer et al. 2022).","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-matching-with-MetaboAnnotation.html","id":"convenient-spectra-matching-using-metaboannotation","dir":"Articles","previous_headings":"Overview","what":"Convenient spectra matching using MetaboAnnotation","title":"MS/MS Spectra Matching with the `MetaboAnnotation` Package","text":"example use case match experimental MS2 spectra DDA experiment pesticide mix reference spectra MassBank. load experimental data file distributed via msdata R package. next restrict data set MS2 spectra addition clean spectra removing peaks spectrum intensity lower 5% largest peak intensity spectrum. Finally, single-peak spectra removed. leads data set consisting 2451 spectra. next connect MassBank database (running within docker image) create Spectra object representing data. Alternatively, MySQL database system available tutorial can run within docker, SQLite database version MassBank data (format required MsBackendMassbankSql available . downloading database MassbankSql-2021-03.db current R workspace, resource can loaded : now directly calculate similarities 2451 experimental (query) MS2 spectra 86576 MassBank reference (target) spectra using compareSpectra method, computationally intense similarity score calculated query target spectrum. alternative use matchSpectra function MetaboAnnotation package allows restrict similarity calculations query target spectra similar m/z precursor ion similar retention time. create CompareSpectraParam object setting parameter requirePrecursor = TRUE (restrict similarity calculations query target spectra similar precursor m/z) ppm = 10 (m/z difference query target precursor within 10 ppm). Parameter THRESHFUN enables define threshold function defines spectra considered matching. function used MS2 spectra similarity (calculated default dotproduct function) larger equal 0.8 considered matching. next call matchSpectra parameter object pass pest mbank query target Spectra, respectively. takes approximately 1 minute complete, tremendously fast, still much faster pairwise comparison query target spectra . result get MatchedSpectra object contains query target spectra well matching result (.e. information query spectrum matches target spectrum based similarity score). can use query target functions access query target Spectra objects matches extract matching information. display first 6 rows matrix. Functions whichQuery whichTarget return (unique) indices query target spectra matched. can see query spectra (29 2451 spectra) matched. part large proportion spectra MassBank precursor m/z available requirePrecursor = TRUE considered similarity calculation. Setting requirePrecursor = FALSE calculate similarity spectra (even missing precursor information) calculations can take several hours. MatchedSpectra object inherits much functionality Spectra object. spectraVariables returns example available spectra variables, query well target Spectra. variable names latter prefixed target_ discriminate variable names query. can access spectra individual variables using $ variable name, multiple variables spectraData function. extract retention time, precursor m/z query spectrum, precursor m/z target spectrum well similarity score object using spectraData function. returned DataFrame contains matching information full data set, .e. query spectrum hence, returns NA values query spectra matched target spectrum. Note also query spectra matching multiple target spectra represented multiple rows (one matching target spectrum). ’re interested query spectra match found thus subset MatchedSpectra query spectra matching target spectrum. Subsetting MatchedSpectra always relative query, .e. subsetting object index 4 restrict object matching results 4th query spectrum. now extract matching information subsetting: can also return compound names matching spectra. matchSpectra enables thus perform convenient spectra matching MS data represented Spectra objects. result, MatchedSpectra object returned , addition matching results, contains also query target spectra. Pre-filtering spectra prior actual spectra similarity calculation can reduce running time matchSpectra call might also miss potential matches. Note addition precursor m/z-based pre-filter also retention time pre-filtering available (see ?matchSpectra information). Also, advanced matching approach available MatchForwardReverseParam calculates addition forward score also reverse similarity match.","code":"library(Spectra) library(pander)  #' Load the pesticide mix data fl <- system.file(\"TripleTOF-SWATH\", \"PestMix1_DDA.mzML\", package = \"msdata\") pest <- Spectra(fl) #' restrict to MS2 data and remove intensities with intensity lower 5% pest <- filterMsLevel(pest, msLevel = 2L)  #' Remove peaks with an intensity below 5% or the spectra's BPC low_int <- function(x, ...) {     x > max(x, na.rm = TRUE) * 0.05 } pest <- filterIntensity(pest, intensity = low_int)  #' Remove peaks with a single peak pest <- pest[lengths(pest) > 1] library(RMariaDB) library(MsBackendMassbank)  #' Connect to the MassBank MySQL database con <- dbConnect(MariaDB(), user = \"massbank\", dbname = \"MassBank\",                  host = \"localhost\", pass = \"massbank\") mbank <- Spectra(con, source = MsBackendMassbankSql()) ## Alternative to the MySQL server - assuming the SQLite database was ## stored to the R working directory. library(RSQLite) library(MsBackendMassbank) con <- dbConnect(SQLite(), \"MassbankSql-2021-03.db\") mbank <- Spectra(con, source = MsBackendMassbankSql()) library(MetaboAnnotation) prm <- CompareSpectraParam(ppm = 10, requirePrecursor = TRUE,                            THRESHFUN = function(x) which(x >= 0.8)) mtch <- matchSpectra(pest, mbank, param = prm) mtch ## Object of class MatchedSpectra  ## Total number of matches: 78  ## Number of query objects: 2451 (29 matched) ## Number of target objects: 86576 (47 matched) head(matches(mtch)) ##   query_idx target_idx     score ## 1       163      31941 0.9264249 ## 2       163      32022 0.9264249 ## 3       163      32214 0.9264249 ## 4       163      32508 0.9264249 ## 5       163      32667 0.9264249 ## 6       163      32900 0.9264249 whichQuery(mtch) ##  [1]  163  320  420  433  493  496  497  571  682  685  686  805  806  809  810 ## [16]  819  829  983 1095 1454 1457 1706 1830 1834 1839 1906 2047 2048 2050 sum(is.na(precursorMz(mbank))) ## [1] 24498 spectraVariables(mtch) ##  [1] \"msLevel\"                        \"rtime\"                          ##  [3] \"acquisitionNum\"                 \"scanIndex\"                      ##  [5] \"dataStorage\"                    \"dataOrigin\"                     ##  [7] \"centroided\"                     \"smoothed\"                       ##  [9] \"polarity\"                       \"precScanNum\"                    ## [11] \"precursorMz\"                    \"precursorIntensity\"             ## [13] \"precursorCharge\"                \"collisionEnergy\"                ## [15] \"isolationWindowLowerMz\"         \"isolationWindowTargetMz\"        ## [17] \"isolationWindowUpperMz\"         \"peaksCount\"                     ## [19] \"totIonCurrent\"                  \"basePeakMZ\"                     ## [21] \"basePeakIntensity\"              \"ionisationEnergy\"               ## [23] \"lowMZ\"                          \"highMZ\"                         ## [25] \"mergedScan\"                     \"mergedResultScanNum\"            ## [27] \"mergedResultStartScanNum\"       \"mergedResultEndScanNum\"         ## [29] \"injectionTime\"                  \"filterString\"                   ## [31] \"spectrumId\"                     \"ionMobilityDriftTime\"           ## [33] \"scanWindowLowerLimit\"           \"scanWindowUpperLimit\"           ## [35] \"target_msLevel\"                 \"target_rtime\"                   ## [37] \"target_acquisitionNum\"          \"target_scanIndex\"               ## [39] \"target_dataStorage\"             \"target_dataOrigin\"              ## [41] \"target_centroided\"              \"target_smoothed\"                ## [43] \"target_polarity\"                \"target_precScanNum\"             ## [45] \"target_precursorMz\"             \"target_precursorIntensity\"      ## [47] \"target_precursorCharge\"         \"target_collisionEnergy\"         ## [49] \"target_isolationWindowLowerMz\"  \"target_isolationWindowTargetMz\" ## [51] \"target_isolationWindowUpperMz\"  \"target_spectrum_id\"             ## [53] \"target_spectrum_name\"           \"target_date\"                    ## [55] \"target_authors\"                 \"target_license\"                 ## [57] \"target_copyright\"               \"target_publication\"             ## [59] \"target_splash\"                  \"target_compound_id\"             ## [61] \"target_adduct\"                  \"target_ionization\"              ## [63] \"target_ionization_voltage\"      \"target_fragmentation_mode\"      ## [65] \"target_collision_energy_text\"   \"target_instrument\"              ## [67] \"target_instrument_type\"         \"target_formula\"                 ## [69] \"target_exactmass\"               \"target_smiles\"                  ## [71] \"target_inchi\"                   \"target_inchikey\"                ## [73] \"target_cas\"                     \"target_pubchem\"                 ## [75] \"target_synonym\"                 \"target_precursor_mz_text\"       ## [77] \"target_compound_name\"           \"score\" spectraData(mtch, c(\"rtime\", \"precursorMz\", \"target_precursorMz\", \"score\")) ## DataFrame with 2500 rows and 4 columns ##          rtime precursorMz target_precursorMz     score ##      <numeric>   <numeric>          <numeric> <numeric> ## 1        7.216    137.9639                 NA        NA ## 2       13.146     56.9419                 NA        NA ## 3       13.556     89.9449                 NA        NA ## 4       23.085    207.0294                 NA        NA ## 5       27.385    121.0990                 NA        NA ## ...        ...         ...                ...       ... ## 2496   895.182    137.9850                 NA        NA ## 2497   895.472     56.0495                 NA        NA ## 2498   896.252    142.9611                 NA        NA ## 2499   896.662     53.0129                 NA        NA ## 2500   898.602     91.5022                 NA        NA mtch <- mtch[whichQuery(mtch)] spectraData(mtch, c(\"rtime\", \"precursorMz\", \"target_precursorMz\", \"score\")) ## DataFrame with 78 rows and 4 columns ##         rtime precursorMz target_precursorMz     score ##     <numeric>   <numeric>          <numeric> <numeric> ## 1     173.184     305.156            305.157  0.926425 ## 2     173.184     305.156            305.157  0.926425 ## 3     173.184     305.156            305.157  0.926425 ## 4     173.184     305.156            305.157  0.926425 ## 5     173.184     305.156            305.157  0.926425 ## ...       ...         ...                ...       ... ## 74    527.419     279.156            279.159  0.814331 ## 75    527.419     279.156            279.159  0.822396 ## 76    570.096     373.039            373.041  0.934031 ## 77    570.506     373.042            373.041  0.888829 ## 78    570.825     373.040            373.041  0.827892 pandoc.table(style = \"rmarkdown\",     as.data.frame(spectraData(mtch, c(\"rtime\", \"target_compound_name\",                                       \"score\"))))"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-matching-with-MetaboAnnotation.html","id":"ms2-spectra-matching-in-an-xcms-workflow","dir":"Articles","previous_headings":"Overview","what":"MS2 spectra matching in an xcms workflow","title":"MS/MS Spectra Matching with the `MetaboAnnotation` Package","text":"LC-MS/MS-based untargeted metabolomics (small compound mass spectrometry experiments general) quantification compounds performed MS1 MS2 data used identification features. Quantification MS1 data requires chromatographic peak detection step can performed using functionality xcms package. load thus xcms package import full MS data using readMSData function. next perform chromatographic peak detection using centWave algorithm (see LC-MS/MS data analysis xcms vignette xcms package details chromatographic peak detection settings). total 99 chromatographic peaks identified. display first 6 . can now extract MS2 spectra chromatographic peak chromPeakSpectra function. function identifies MS2 spectra recorded instrument retention time within retention time precursor m/z within m/z boundaries chromatographic peak. setting return.type = \"Spectra\" ensure data returned newer Spectra format hence enabling simplified spectra matching functionality presented . Spectra variable peak_id contains identified chromatographic peak (.e. row name chromPeaks). next, like previous section, clean spectra removing peaks intensity 5% largest peak intensity per spectrum removing spectra single peak. addition scale also intensities within MS2 spectrum replacing intensities relative maximum peak intensity (see information). addition query spectra, also normalize MassBank spectra way. Next perform now spectra matching parameters previous section. , restrict MatchedSpectra query spectra matched. table lists compound names matching spectra chromatographic peaks. can also directly plot matching (query target) spectra using plotSpectraMirror function subsetting MatchedSpectra object query spectrum interest. plot third query spectrum matching target spectra.  Summarizing, chromPeakSpectra featureSpectra functions, xcms allows return MS data Spectra objects enables, shown simple example, perform MS2 spectra matching using Spectra well MetaboAnnotation packages hence simplifying MS/MS-based annotation LC-MS features xcms.","code":"library(xcms) pest_all <- readMSData(fl, mode = \"onDisk\") cwp <- CentWaveParam(snthresh = 5, noise = 100, ppm = 10,                      peakwidth = c(3, 30)) pest_all <- findChromPeaks(pest_all, param = cwp) head(chromPeaks(pest_all)) ##            mz    mzmin    mzmax      rt   rtmin   rtmax       into      intb ## CP01 142.9926 142.9921 142.9931 130.615 125.856 134.241  1113.8028  1106.229 ## CP02 221.0918 221.0906 221.0925 240.897 236.657 246.984   756.6935   744.779 ## CP03 220.0985 220.0978 220.0988 240.897 237.187 246.327  2060.5921  2052.549 ## CP04 219.0957 219.0950 219.0962 241.018 236.253 246.327 15172.6662 15133.811 ## CP05 153.0659 153.0655 153.0663 330.591 325.373 334.400  2148.7134  2141.943 ## CP06 235.1447 235.1441 235.1454 330.591 326.431 334.400  2836.2675  2829.627 ##           maxo  sn sample ## CP01  346.7006 102      1 ## CP02  212.5239  21      1 ## CP03  585.3036 151      1 ## CP04 4877.1162 367      1 ## CP05  784.9196 114      1 ## CP06 1006.9720 110      1 pest_ms2 <- chromPeakSpectra(pest_all, return.type = \"Spectra\") pest_ms2 ## MSn data (Spectra) with 158 spectra in a MsBackendMzR backend: ##            msLevel     rtime scanIndex ##          <integer> <numeric> <integer> ## F1.S1000         2   128.237      1000 ## F1.S1008         2   128.737      1008 ## F1.S1023         2   129.857      1023 ## F1.S1812         2   237.869      1812 ## F1.S1846         2   241.299      1846 ## ...            ...       ...       ... ## F1.S5115         2   575.255      5115 ## F1.S5272         2   596.584      5272 ## F1.S5236         2   592.424      5236 ## F1.S5266         2   596.054      5266 ## F1.S7344         2   873.714      7344 ##  ... 38 more variables/columns. ##  ## file(s): ## PestMix1_DDA.mzML pest_ms2$peak_id ##   [1] \"CP01\" \"CP01\" \"CP01\" \"CP04\" \"CP04\" \"CP05\" \"CP05\" \"CP06\" \"CP06\" \"CP08\" ##  [11] \"CP08\" \"CP11\" \"CP11\" \"CP12\" \"CP12\" \"CP13\" \"CP13\" \"CP13\" \"CP13\" \"CP14\" ##  [21] \"CP14\" \"CP14\" \"CP14\" \"CP18\" \"CP22\" \"CP22\" \"CP22\" \"CP22\" \"CP22\" \"CP25\" ##  [31] \"CP25\" \"CP25\" \"CP25\" \"CP25\" \"CP26\" \"CP26\" \"CP26\" \"CP26\" \"CP26\" \"CP26\" ##  [41] \"CP33\" \"CP33\" \"CP34\" \"CP34\" \"CP34\" \"CP34\" \"CP34\" \"CP35\" \"CP35\" \"CP35\" ##  [51] \"CP35\" \"CP35\" \"CP36\" \"CP41\" \"CP41\" \"CP41\" \"CP42\" \"CP42\" \"CP42\" \"CP42\" ##  [61] \"CP42\" \"CP44\" \"CP44\" \"CP46\" \"CP46\" \"CP46\" \"CP46\" \"CP47\" \"CP47\" \"CP47\" ##  [71] \"CP48\" \"CP48\" \"CP48\" \"CP50\" \"CP51\" \"CP51\" \"CP51\" \"CP52\" \"CP52\" \"CP52\" ##  [81] \"CP53\" \"CP53\" \"CP53\" \"CP53\" \"CP53\" \"CP57\" \"CP57\" \"CP57\" \"CP57\" \"CP57\" ##  [91] \"CP59\" \"CP59\" \"CP60\" \"CP60\" \"CP61\" \"CP61\" \"CP63\" \"CP63\" \"CP63\" \"CP63\" ## [101] \"CP64\" \"CP64\" \"CP64\" \"CP64\" \"CP64\" \"CP65\" \"CP66\" \"CP66\" \"CP66\" \"CP66\" ## [111] \"CP67\" \"CP67\" \"CP67\" \"CP69\" \"CP69\" \"CP69\" \"CP71\" \"CP71\" \"CP71\" \"CP71\" ## [121] \"CP72\" \"CP72\" \"CP72\" \"CP73\" \"CP81\" \"CP81\" \"CP81\" \"CP81\" \"CP82\" \"CP82\" ## [131] \"CP82\" \"CP85\" \"CP85\" \"CP88\" \"CP88\" \"CP89\" \"CP89\" \"CP89\" \"CP90\" \"CP90\" ## [141] \"CP90\" \"CP91\" \"CP91\" \"CP91\" \"CP93\" \"CP93\" \"CP93\" \"CP93\" \"CP93\" \"CP93\" ## [151] \"CP94\" \"CP94\" \"CP94\" \"CP94\" \"CP95\" \"CP98\" \"CP98\" \"CP99\" #' Remove peaks with an intensity below 5% pest_ms2 <- filterIntensity(pest_ms2, intensity = low_int)  #' Remove peaks with a single peak pest_ms2 <- pest_ms2[lengths(pest_ms2) > 1] #' Define a function to *normalize* the intensities norm_int <- function(x, ...) {     maxint <- max(x[, \"intensity\"], na.rm = TRUE)     x[, \"intensity\"] <- 100 * x[, \"intensity\"] / maxint     x } #' *Apply* the function to the data pest_ms2 <- addProcessing(pest_ms2, norm_int) mbank <- addProcessing(mbank, norm_int) pest_match <- matchSpectra(pest_ms2, mbank, param = prm) pest_match ## Object of class MatchedSpectra  ## Total number of matches: 31  ## Number of query objects: 155 (7 matched) ## Number of target objects: 86576 (19 matched) pest_match <- pest_match[whichQuery(pest_match)] pandoc.table(     style = \"rmarkdown\",     as.data.frame(spectraData(pest_match, c(\"peak_id\", \"rtime\",                                             \"target_compound_name\")))) plotSpectraMirror(pest_match[3])"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-matching-with-MetaboAnnotation.html","id":"session-information","dir":"Articles","previous_headings":"","what":"Session information","title":"MS/MS Spectra Matching with the `MetaboAnnotation` Package","text":"","code":"sessionInfo() ## R version 4.3.1 (2023-06-16) ## Platform: x86_64-pc-linux-gnu (64-bit) ## Running under: Ubuntu 22.04.3 LTS ##  ## Matrix products: default ## BLAS:   /usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3  ## LAPACK: /usr/lib/x86_64-linux-gnu/openblas-pthread/libopenblasp-r0.3.20.so;  LAPACK version 3.10.0 ##  ## locale: ##  [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C               ##  [3] LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8     ##  [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8    ##  [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                  ##  [9] LC_ADDRESS=C               LC_TELEPHONE=C             ## [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C        ##  ## time zone: Etc/UTC ## tzcode source: system (glibc) ##  ## attached base packages: ## [1] stats4    stats     graphics  grDevices utils     datasets  methods   ## [8] base      ##  ## other attached packages: ##  [1] xcms_3.22.0             MSnbase_2.26.0          mzR_2.34.1              ##  [4] Rcpp_1.0.11             Biobase_2.60.0          MetaboAnnotation_1.5.4  ##  [7] MsBackendMassbank_1.7.4 RMariaDB_1.2.2          pander_0.6.5            ## [10] Spectra_1.11.9          ProtGenerics_1.33.1     BiocParallel_1.34.2     ## [13] S4Vectors_0.38.1        BiocGenerics_0.46.0     BiocStyle_2.28.1        ##  ## loaded via a namespace (and not attached): ##   [1] RColorBrewer_1.1-3            jsonlite_1.8.7                ##   [3] MultiAssayExperiment_1.26.0   magrittr_2.0.3                ##   [5] MALDIquant_1.22.1             rmarkdown_2.25                ##   [7] fs_1.6.3                      zlibbioc_1.46.0               ##   [9] ragg_1.2.5                    vctrs_0.6.3                   ##  [11] multtest_2.56.0               memoise_2.0.1                 ##  [13] RCurl_1.98-1.12               base64enc_0.1-3               ##  [15] htmltools_0.5.6               S4Arrays_1.0.6                ##  [17] AnnotationHub_3.8.0           curl_5.0.2                    ##  [19] mzID_1.38.0                   sass_0.4.7                    ##  [21] bslib_0.5.1                   htmlwidgets_1.6.2             ##  [23] desc_1.4.2                    plyr_1.8.8                    ##  [25] impute_1.74.1                 lubridate_1.9.2               ##  [27] cachem_1.0.8                  igraph_1.5.1                  ##  [29] iterators_1.0.14              mime_0.12                     ##  [31] lifecycle_1.0.3               pkgconfig_2.0.3               ##  [33] Matrix_1.6-1                  R6_2.5.1                      ##  [35] fastmap_1.1.1                 GenomeInfoDbData_1.2.10       ##  [37] MatrixGenerics_1.12.3         shiny_1.7.5                   ##  [39] clue_0.3-64                   digest_0.6.33                 ##  [41] pcaMethods_1.92.0             rsvg_2.4.0                    ##  [43] colorspace_2.1-0              AnnotationDbi_1.62.2          ##  [45] rprojroot_2.0.3               textshaping_0.3.6             ##  [47] GenomicRanges_1.52.0          RSQLite_2.3.1                 ##  [49] filelock_1.0.2                fansi_1.0.4                   ##  [51] timechange_0.2.0              httr_1.4.7                    ##  [53] abind_1.4-5                   compiler_4.3.1                ##  [55] doParallel_1.0.17             bit64_4.0.5                   ##  [57] DBI_1.1.3                     MASS_7.3-60                   ##  [59] ChemmineR_3.52.0              rappdirs_0.3.3                ##  [61] DelayedArray_0.26.7           rjson_0.2.21                  ##  [63] tools_4.3.1                   interactiveDisplayBase_1.38.0 ##  [65] httpuv_1.6.11                 CompoundDb_1.3.3              ##  [67] glue_1.6.2                    QFeatures_1.10.0              ##  [69] promises_1.2.1                grid_4.3.1                    ##  [71] cluster_2.1.4                 generics_0.1.3                ##  [73] gtable_0.3.4                  preprocessCore_1.62.1         ##  [75] hms_1.1.3                     MetaboCoreUtils_1.8.0         ##  [77] xml2_1.3.5                    utf8_1.2.3                    ##  [79] XVector_0.40.0                RANN_2.6.1                    ##  [81] foreach_1.5.2                 BiocVersion_3.17.1            ##  [83] pillar_1.9.0                  stringr_1.5.0                 ##  [85] limma_3.56.2                  later_1.3.1                   ##  [87] splines_4.3.1                 robustbase_0.99-0             ##  [89] dplyr_1.1.3                   BiocFileCache_2.8.0           ##  [91] lattice_0.21-8                survival_3.5-7                ##  [93] bit_4.0.5                     tidyselect_1.2.0              ##  [95] Biostrings_2.68.1             knitr_1.44                    ##  [97] gridExtra_2.3                 IRanges_2.34.1                ##  [99] SummarizedExperiment_1.30.2   xfun_0.40                     ## [101] matrixStats_1.0.0             DEoptimR_1.1-2                ## [103] DT_0.29                       stringi_1.7.12                ## [105] lazyeval_0.2.2                yaml_2.3.7                    ## [107] evaluate_0.21                 codetools_0.2-19              ## [109] MsCoreUtils_1.12.0            tibble_3.2.1                  ## [111] BiocManager_1.30.22           affyio_1.70.0                 ## [113] cli_3.6.1                     xtable_1.8-4                  ## [115] systemfonts_1.0.4             munsell_0.5.0                 ## [117] jquerylib_0.1.4               MassSpecWavelet_1.66.0        ## [119] GenomeInfoDb_1.36.3           dbplyr_2.3.3                  ## [121] png_0.1-8                     XML_3.99-0.14                 ## [123] parallel_4.3.1                ellipsis_0.3.2                ## [125] pkgdown_2.0.7                 ggplot2_3.4.3                 ## [127] blob_1.2.4                    AnnotationFilter_1.24.0       ## [129] bitops_1.0-7                  MsFeatures_1.8.0              ## [131] affy_1.78.2                   scales_1.2.1                  ## [133] ncdf4_1.21                    purrr_1.0.2                   ## [135] crayon_1.5.2                  rlang_1.1.1                   ## [137] vsn_3.68.0                    KEGGREST_1.40.0"},{"path":[]},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"description","dir":"Articles","previous_headings":"Overview","what":"Description","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"Mass spectrometry (MS) data key technology modern proteomics metabolomics experiments. Due continuous improvements MS instrumentation, generated data can easily become large. Also, additional resources MS data exist, spectra libraries databases, specific file formats database systems sometimes support manipulations original data. Learning experiences MSnbase Bioconductor package, Spectra package developed provide even flexible expandable infrastructure MS data R. package implements clear separation user interface code provide, store import MS data. latter defined MsBackend interface allows implementation data type, format storage-dependent backends. Backends can thus implemented specific file types data resources different ways represent MS data (e.g. memory -disk data representations described (Gatto, Gibb, Rainer 2020)). also supposed interchangeable hence allowing user switch backends without affecting analysis. enable processing also large MS data sets, data manipulations default directly applied data cached lazy evaluation queue allows analyses also read-data representations. workshop shows expandability new infrastructure enable seamless integration analysis MS data variety input formats. illustrated simple comparison matching experimental MS2 spectra public spectral databases export data format commonly used exchange MS2 data.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"pre-requisites","dir":"Articles","previous_headings":"Overview","what":"Pre-requisites","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"Basic familiarity R Bioconductor. Basic understanding Mass Spectrometry (MS) data.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"installation-and-participation","dir":"Articles","previous_headings":"Overview","what":"Installation and Participation","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"Get docker image tutorial docker pull jorainer/spectra_tutorials:latest. Start docker using Enter http://localhost:8787 web browser log username rstudio password bioc. Open R-markdown file (vignettes/analyzing-MS-data--different-sources--Spectra.Rmd) RStudio server version web browser evaluate R code blocks.","code":"docker run \\     -e PASSWORD=bioc \\     -p 8787:8787 \\     jorainer/spectra_tutorials:latest"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"rbioconductor-packages-used","dir":"Articles","previous_headings":"Overview","what":"R/Bioconductor packages used","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"Spectra MsCoreUtils MsBackendMgf MsBackendMassbank CompoundDb","code":""},{"path":[]},{"path":[]},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"learning-goals","dir":"Articles","previous_headings":"Overview > Workshop goals and objectives","what":"Learning goals","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"Understand import MS data R. Understand basic concept backends Spectra can used work MS data various sources.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"learning-objectives","dir":"Articles","previous_headings":"Overview > Workshop goals and objectives","what":"Learning objectives","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"Import export MS data Spectra. Integrate MS data different resources MS data analysis workflow. Apply different data manipulations MS data represented Spectra object. Use Spectra perform spectra comparisons R.","code":""},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"lc-msms-in-a-nutshell","dir":"Articles","previous_headings":"Workshop","what":"LC-MS/MS in a nutshell","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"Mass spectrometry (MS) instruments measure mass--charge ratios (m/z) abundances ions. resulting m/z intensity values stored/represented spectrum. compounds charged, need ionized first (e.g. electro spray ionization (ESI)). MS usually combined another separation technique, liquid chromatography (LC). adds another dimension data: retention time (rt). LC-MS data represented multiple spectra, spectrum retention time. LC-MS measure features characterized m/z retention time - still don’t know molecule actually measured. Create addition fragment (MS/MS) spectra ions get information structure. Commonly used method: collision induced dissociation (CID). collision chamber filled e.g. N2, ions get fragmented spectrum fragments recorded (Steckel Schlosser 2019). Comparing matching fragment spectra reference helps identifying compound.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"the-spectra-package","dir":"Articles","previous_headings":"Workshop","what":"The Spectra package","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"Purpose: provide expandable, well tested user-friendly infrastructure mass spectrometry (MS) data. Design: separation user interface (functions) code provide, store read MS data. Advantage: support different ways store handle data without affecting user functionality: functionality Spectra object independent data , either -memory, -disk, locally remote. Expandable: implementation additional backend classes (extending MsBackend virtual class) possible add support additional input file formats data representations without needing change Spectra package object. workshop : import MS data mzML files, select MS2 spectra certain compound, compare match MS2 spectra reference MS2 spectra public database, annotate spectra export file MGF format.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"ms-data-import-and-handling","dir":"Articles","previous_headings":"Workshop","what":"MS data import and handling","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"import MS data mzML files provided within package. files contain MSn data mix 8 standard compounds (added either water pool human serum samples) measured HILIC-based LC-MS/MS setup. MS2 data generated data dependent acquisition using collision energy 20eV. data import representation experimental data use MsBackendMzR backend supports import (export) data common raw mass spectrometry file formats (.e. mzML, mzXML CDF). MS data now represented Spectra object, can thought data.frame rows individual spectra columns spectra variables (\"rtime\", .e. retention time). spectraVariables function lists available variables within Spectra object. spectra variable can accessed either via $ name using dedicated access function (preferred way). extract retention times first spectra using either $rtime function rtime. Spectra object contains information total 1578 spectra 2 mzML files. using MsBackendMzR backend, general information spectrum kept memory resulting low memory footprint. spectra’s m/z intensity values can accessed mz intensity functions also peaksData function returns list numeric matrices m/z intensity values. using MsBackendMzR backend, retrieved demand original data files time functions called. can also load full data memory changing backend MsBackendMzR MsBackendDataFrame. affect way use Spectra object : operations functions available, independently way data stored (.e. backend used). size Spectra object now larger, since full data loaded memory. subset Spectra objects, can use either [ one many available filter* functions (usually efficient [). subset sps_all arbitrary spectra simply using: workshop, next want identify experimental data MS2 spectra generated ion matches m/z [M+H]+ ion metabolite cystine (one standards added sample mix measured present experimental data). thus use filterPrecursorMzValues function subset data MS2 spectra matching m/z (accepting difference m/z 10 parts-per-million (ppm)). total 6 spectra matched target precursor m/z.","code":"library(Spectra)  #' Define the input files fls <- dir(system.file(\"mzML\", package = \"SpectraTutorials\"),            full.names = TRUE)  #' Import the data sps_all <- Spectra(fls, source = MsBackendMzR()) #' List all available spectra variables (attributes) spectraVariables(sps_all) ##  [1] \"msLevel\"                  \"rtime\"                    ##  [3] \"acquisitionNum\"           \"scanIndex\"                ##  [5] \"dataStorage\"              \"dataOrigin\"               ##  [7] \"centroided\"               \"smoothed\"                 ##  [9] \"polarity\"                 \"precScanNum\"              ## [11] \"precursorMz\"              \"precursorIntensity\"       ## [13] \"precursorCharge\"          \"collisionEnergy\"          ## [15] \"isolationWindowLowerMz\"   \"isolationWindowTargetMz\"  ## [17] \"isolationWindowUpperMz\"   \"peaksCount\"               ## [19] \"totIonCurrent\"            \"basePeakMZ\"               ## [21] \"basePeakIntensity\"        \"ionisationEnergy\"         ## [23] \"lowMZ\"                    \"highMZ\"                   ## [25] \"mergedScan\"               \"mergedResultScanNum\"      ## [27] \"mergedResultStartScanNum\" \"mergedResultEndScanNum\"   ## [29] \"injectionTime\"            \"filterString\"             ## [31] \"spectrumId\"               \"ionMobilityDriftTime\"     ## [33] \"scanWindowLowerLimit\"     \"scanWindowUpperLimit\" #' Access the spectras' retention time sps_all$rtime |> head() ## [1] 0.273 0.570 0.873 1.183 1.491 1.798 rtime(sps_all) |> head() ## [1] 0.273 0.570 0.873 1.183 1.491 1.798 print(object.size(sps_all), units = \"MB\") ## 0.4 Mb ## Show the first 6 lines of the first spectrum's peak matrix peaksData(sps_all)[[1L]] |> head() ##            mz intensity ## [1,] 50.22647  383.7802 ## [2,] 52.97586  377.5944 ## [3,] 59.97846  518.6014 ## [4,] 60.04677 4716.1259 ## [5,] 60.06897  181.5105 ## [6,] 61.02565  250.6573 #' Change backend to a MsBackendDataFrame: load data into memory sps_all <- setBackend(sps_all, MsBackendDataFrame()) print(object.size(sps_all), units = \"MB\") ## 16.5 Mb sps_all[c(4, 2, 5)] ## MSn data (Spectra) with 3 spectra in a MsBackendDataFrame backend: ##     msLevel     rtime scanIndex ##   <integer> <numeric> <integer> ## 1         1     1.183         4 ## 2         1     0.570         2 ## 3         1     1.491         5 ##  ... 33 more variables/columns. ## Processing: ##  Switch backend from MsBackendMzR to MsBackendDataFrame [Mon Sep 18 09:59:39 2023] #' Define the m/z ratio for an ion of cystine mz <- 241.0311  #' Subset the dataset to MS2 spectra matching the m/z sps <- filterPrecursorMzValues(sps_all, mz = mz, ppm = 10) sps ## MSn data (Spectra) with 6 spectra in a MsBackendDataFrame backend: ##     msLevel     rtime scanIndex ##   <integer> <numeric> <integer> ## 1         2   209.936       673 ## 2         2   220.072       714 ## 3         2   231.604       734 ## 4         2   215.089       761 ## 5         2   225.739       781 ## 6         2   240.020       804 ##  ... 33 more variables/columns. ## Processing: ##  Switch backend from MsBackendMzR to MsBackendDataFrame [Mon Sep 18 09:59:39 2023] ##  Filter: select spectra with precursor m/z matching 241.0311 [Mon Sep 18 09:59:40 2023]"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"data-processing-and-manipulation","dir":"Articles","previous_headings":"Workshop","what":"Data processing and manipulation","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"plotSpectra function can used visualize spectra. plot first spectrum data subset.  raw MS2 spectrum contains many low intensity peaks, likely representing noise. Thus next filter spectra removing peaks intensity smaller 5% maximum intensity spectrum (.e. base peak intensity). end define function takes intensity values spectrum input returns logical value whether peak retained (TRUE) (FALSE). function passed filterIntensity function perform actual filtering spectra. filtering, spectra cleaner:  addition want replace absolute peak intensities values relative spectrum’s highest peak intensity. end define function takes peak matrix input (.e. numeric matrix columns containing m/z intensity values) returns two-column numeric matrix. function passed parameter FUN addProcessing function perform desired data processing. addProcessing function allows add user-defined data manipulation operation MS data (.e. peaks matrices) Spectra object. show effect data processing extract intensities first spectrum: intensity values now 0 100.","code":"#' Plot the first spectrum plotSpectra(sps[1]) #' Define a filtering function low_int <- function(x, ...) {     x > max(x, na.rm = TRUE) * 0.05 } #' Apply the function to filter the spectra sps <- filterIntensity(sps, intensity = low_int) #' Plot the first spectrum after filtering plotSpectra(sps[1]) #' Define a function to scale the intensities. `x` is expected to be a #' *peak matrix*, i.e. numeric matrix with columns m/z and intensity scale_int <- function(x, ...) {     maxint <- max(x[, \"intensity\"], na.rm = TRUE)     x[, \"intensity\"] <- 100 * x[, \"intensity\"] / maxint     x } #' *Apply* the function to the data sps <- addProcessing(sps, scale_int) #' Get the intensities after scaling peaksData(sps)[[1L]] ##             mz  intensity ## [1,]  74.02289  13.439402 ## [2,] 120.01111  93.631648 ## [3,] 122.02667  49.287979 ## [4,] 151.98277 100.000000 ## [5,] 153.99924   9.422415 ## [6,] 177.99880   6.581111 ## [7,] 195.02556  12.969807 ## [8,] 241.03074  54.633224"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"spectrum-data-comparison","dir":"Articles","previous_headings":"Workshop","what":"Spectrum data comparison","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"next perform pairwise comparison subsetted spectra using dot product similarity measure. Prior actual similarity calculation, peaks individual spectra matched (.e. determined peak one spectrum correspond spectrum based mass--charge ratios). specify ppm = 20 peaks difference m/z smaller 20ppm considered matching. default, compareSpectra uses (normalized) dot-product calculate similarity spectra, variety different algorithms can used instead (see Spectra vignette information). pairwise spectra similarities represented heatmap (note RStudio docker might crash pheatmap call - avoid add filename = \"hm.pdf\" heatmap call).  similarity selected experimental MS2 spectra high (fact 0.88) suggesting fragment spectra original compound.","code":"#' Pairwise comparison of all spectra sim_mat <- compareSpectra(sps, ppm = 20) sim_mat ##           [,1]      [,2]      [,3]      [,4]      [,5]      [,6] ## [1,] 1.0000000 0.9717669 0.8907129 0.9721095 0.8795912 0.8818719 ## [2,] 0.9717669 1.0000000 0.9992127 0.9964783 0.9525726 0.9486682 ## [3,] 0.8907129 0.9992127 1.0000000 0.9947650 0.9518138 0.9478201 ## [4,] 0.9721095 0.9964783 0.9947650 1.0000000 0.9543584 0.9494561 ## [5,] 0.8795912 0.9525726 0.9518138 0.9543584 1.0000000 0.9994800 ## [6,] 0.8818719 0.9486682 0.9478201 0.9494561 0.9994800 1.0000000 library(pheatmap) hm <- pheatmap(sim_mat, breaks = seq(0, 1, length.out = 101))"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"comparing-spectra-against-massbank","dir":"Articles","previous_headings":"Workshop","what":"Comparing spectra against MassBank","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"Although precursor m/z spectra matches m/z cystine, can still exclude represent fragments ions different compounds (m/z cystine). Matching experimental spectra public spectral library can used first step identification process untargeted metabolomics data. Several (public) spectral libraries small molecules available, : MassBank MassBank North America MoNa Human Metabolom Database HMDB GNPS … databases MsBackend interfaces already implemented allowing inclusion data directly R-based analysis workflows. Access MassBank data example possible MsBackendMassbank package. package provides MsBackendMassbank import/export MassBank files well MsBackendMassbankSql backend directly interfaces MassBank MySQL database. connect local installation MassBank MySQL database (release 2021.03 provided within docker image tutorial). next load MsBackendMassbank package initialize Spectra object MsBackendMassbankSql backend providing database connection. Alternatively, MySQL database system available tutorial can run within docker, MassBank data can also retrieved Bioconductor’s AnnotationHub. case MsBackendCompDb backend (defined CompoundDb) used instead, backends retrieve data SQL database properties. list MassBank releases/versions available Bioconductor’s AnnotationHub. can retrieve respective release access spectra data code . Note AnnotationHub cache downloaded database locally subsequent call download database . Spectra object mbank represents now MS data MassBank database total 86576 spectra. fact, mbank object contain MS data, primary keys spectra MassBank database. Hence, also relatively low memory footprint. operation Spectra object backend load requested data database demand. Calling intensity Spectra object example retrieve intensity values spectra database. extract peaks matrix first spectrum. can see, also MassBank provides absolute intensities spectrum. data scale, however like scale values 0 100, just like experimental data. thus apply data processing operation also MassBank Spectra object. worked, although (obvious reasons) allowed change m/z intensity values within MassBank database. possible? works, data manipulation operation Spectra object cached within object’s lazy evaluation queue operation applied m/z intensity values --fly whenever data requested (.e. whenever mz intensity called ). side effect, also allows undo certain data operations simply calling reset Spectra object. next want compare experimental spectra spectra MassBank. Instead comparing 86576 available spectra, first filter MassBank database spectra precursor m/z matching one [M+H]+ ion cystine. Note , alternative filterPrecursorMzValues used , also use containsMz function screen spectra containing actual peak matching precursor m/z. left us 12 spectra calculate similarity experimental spectra using compareSpectra function. result got (normalized dot product) similarity score tested MassBank spectrum (columns) experimental spectrum (rows).  get high similarity scores, also lower ones. next determine best matching pair comparisons. best_match variable contains now index best matching MassBank experimental spectrum. visualize two using mirror plot showing best matches experimental spectra (upper panel) fragment spectra MassBank (lower panel). Matching peaks highlighted blue color. Plotting functions Spectra highly customizable example add m/z individual peak annotation intensity peak higher 5.  comparison plot also two spectra low similarity score.  Since identify MassBank spectrum high similarity experimental spectra also like know compound spectrum actually represents. Spectra objects generally flexible can arbitrarily many additional annotation fields (.e. spectra variables) spectrum. Thus, use spectraVariables function list variables available MassBank Spectra object. fact, addition spectra specific information like instrument measured ionization voltage used, get also information originating compound name (\"compound_name\"), chemical formula (\"formula\") INChI key (\"inchikey\"). thus next subset mbank_sub best matching spectrum display associated compound name. Note database provided AnnotationHub contain compound names column/spectra variable \"name\" instead \"compound_name\", thus, used option download MassBank data AnnotationHub , use mbank_best_match$name instead mbank_best_match$compound_name . Indeed, experimental cystine spectrum matches (one) cystine spectrum MassBank. next add name chemical formula spectrum experimental spectra. also set collision energy 20eV assign ion/adduct cystine reference spectrum created. Spectra allows adding new (replacing existing) spectra variables using $<-. Note: convenient spectra matching functionality designed less experienced R users available MetaboAnnotation package. second tutorial available within github repository/R package additional tutorials can found MetaboAnnotationTutorials repository/R package.","code":"library(RMariaDB) #' Connect to the MassBank MySQL database con <- dbConnect(MariaDB(), user = \"massbank\", dbname = \"MassBank\",                  host = \"localhost\", pass = \"massbank\") library(MsBackendMassbank) #' Access the spectra data in MassBank mbank <- Spectra(con, source = MsBackendMassbankSql()) mbank ## MSn data (Spectra) with 86576 spectra in a MsBackendMassbankSql backend: ##         msLevel precursorMz  polarity ##       <integer>   <numeric> <integer> ## 1             2         506         0 ## 2            NA          NA         1 ## 3            NA          NA         0 ## 4            NA          NA         1 ## 5            NA          NA         0 ## ...         ...         ...       ... ## 86572         2     449.380         1 ## 86573         2     426.022         0 ## 86574         2     131.060         0 ## 86575         2     183.170         1 ## 86576         2     358.270         0 ##  ... 42 more variables/columns. ##  Use  'spectraVariables' to list all of them. library(AnnotationHub) ah <- AnnotationHub() query(ah, \"MassBank\") ## AnnotationHub with 3 records ## # snapshotDate(): 2023-04-25 ## # $dataprovider: MassBank ## # $species: NA ## # $rdataclass: CompDb ## # additional mcols(): taxonomyid, genome, description, ## #   coordinate_1_based, maintainer, rdatadateadded, preparerclass, tags, ## #   rdatapath, sourceurl, sourcetype  ## # retrieve records with, e.g., 'object[[\"AH107048\"]]'  ##  ##              title                                 ##   AH107048 | MassBank CompDb for release 2021.03   ##   AH107049 | MassBank CompDb for release 2022.06   ##   AH111334 | MassBank CompDb for release 2022.12.1 mb <- ah[[\"AH107048\"]] mbank <- Spectra(mb) print(object.size(mbank), units = \"MB\") ## 6.6 Mb #' Get peaks matrix for the first spectrum peaksData(mbank[1])[[1L]] ##             mz    intensity ##  [1,] 146.7608     0.980184 ##  [2,] 158.8635   938.145447 ##  [3,] 174.9888    56.718353 ##  [4,] 176.8688   847.169678 ##  [5,] 213.9867   133.479233 ##  [6,] 221.0402     3.189743 ##  [7,] 238.9681    76.114944 ##  [8,] 246.3159     2.592528 ##  [9,] 255.0206     2.059480 ## [10,] 256.8184     1.597428 ## [11,] 272.9973   801.059082 ## [12,] 290.9484     4.848598 ## [13,] 293.9753     1.233919 ## [14,] 310.1210    33.710808 ## [15,] 352.9528    49.103123 ## [16,] 370.9348   461.860779 ## [17,] 390.0576     4.611422 ## [18,] 408.0003 23963.912109 ## [19,] 409.0284     0.884388 ## [20,] 426.1263    69.098648 ## [21,] 470.0574     2.051622 ## [22,] 487.9893   812.386597 ## [23,] 585.8845     1.093564 #' Scale intensities for all MassBank spectra mbank <- addProcessing(mbank, scale_int) peaksData(mbank[1])[[1L]] ##             mz    intensity ##  [1,] 146.7608 4.090250e-03 ##  [2,] 158.8635 3.914826e+00 ##  [3,] 174.9888 2.366824e-01 ##  [4,] 176.8688 3.535189e+00 ##  [5,] 213.9867 5.570010e-01 ##  [6,] 221.0402 1.331061e-02 ##  [7,] 238.9681 3.176232e-01 ##  [8,] 246.3159 1.081847e-02 ##  [9,] 255.0206 8.594089e-03 ## [10,] 256.8184 6.665973e-03 ## [11,] 272.9973 3.342773e+00 ## [12,] 290.9484 2.023292e-02 ## [13,] 293.9753 5.149072e-03 ## [14,] 310.1210 1.406732e-01 ## [15,] 352.9528 2.049045e-01 ## [16,] 370.9348 1.927318e+00 ## [17,] 390.0576 1.924319e-02 ## [18,] 408.0003 1.000000e+02 ## [19,] 409.0284 3.690499e-03 ## [20,] 426.1263 2.883446e-01 ## [21,] 470.0574 8.561298e-03 ## [22,] 487.9893 3.390042e+00 ## [23,] 585.8845 4.563378e-03 #' Filter MassBank for spectra of precursor ion mbank_sub <- filterPrecursorMzValues(mbank, mz = mz, ppm = 10) mbank_sub ## MSn data (Spectra) with 12 spectra in a MsBackendMassbankSql backend: ##       msLevel precursorMz  polarity ##     <integer>   <numeric> <integer> ## 1           2     241.031         1 ## 2           2     241.031         1 ## 3           2     241.031         1 ## 4           2     241.031         1 ## 5           2     241.031         1 ## ...       ...         ...       ... ## 8           2     241.031         1 ## 9           2     241.031         1 ## 10          2     241.031         1 ## 11          2     241.031         1 ## 12          2     241.031         1 ##  ... 42 more variables/columns. ##  Use  'spectraVariables' to list all of them. ## Lazy evaluation queue: 1 processing step(s) ## Processing: ##  Filter: select spectra with precursor m/z matching 241.0311 [Mon Sep 18 09:59:51 2023] #' Compare MassBank subset to experimental spectra res <- compareSpectra(sps, mbank_sub, ppm = 20) res ##       RP014401  RP014402    RP014403  CE000600  CE000598  CE000602  CE000595 ## [1,] 0.2026317 0.3343503 0.024658599 0.9021127 0.9069832 0.7714246 0.4711052 ## [2,] 0.1807144 0.2933160 0.021440961 0.8863867 0.8655798 0.7507946 0.4307388 ## [3,] 0.1801990 0.2892779 0.005165072 0.8862688 0.8541779 0.7335706 0.4406949 ## [4,] 0.1596113 0.3067826 0.005668103 0.8666230 0.8760503 0.7770975 0.4382448 ## [5,] 0.1784321 0.3608116 0.005392068 0.8792278 0.9101864 0.7761744 0.5016645 ## [6,] 0.1871595 0.3629835 0.005564441 0.8849054 0.8705634 0.7200598 0.5052482 ##       CE000599  CE000596  CE000597  CE000603  CE000601 ## [1,] 0.5101048 0.7358534 0.2843629 0.6267950 0.6085564 ## [2,] 0.5304578 0.7415840 0.3069911 0.6079285 0.5669921 ## [3,] 0.5379880 0.7480320 0.3157130 0.6220260 0.5458613 ## [4,] 0.4738241 0.6957804 0.2580864 0.5819616 0.6049588 ## [5,] 0.4913249 0.7185230 0.2783447 0.6469762 0.6055037 ## [6,] 0.5013606 0.7278495 0.2864854 0.6554185 0.5523657 pheatmap(res) best_match <- which(res == max(res), arr.ind = TRUE) best_match ##      row col ## [1,]   5   5 #' Specifying a function to draw peak labels label_fun <- function(x) {     ints <- unlist(intensity(x))     mzs <- format(unlist(mz(x)), digits = 4)     mzs[ints < 5] <- \"\"     mzs } plotSpectraMirror(sps[best_match[1]], mbank_sub[best_match[2]],                   ppm = 20, labels = label_fun, labelPos = 2,                   labelOffset = 0.2, labelSrt = -30) grid() plotSpectraMirror(sps[3], mbank_sub[1],                   ppm = 20, labels = label_fun, labelPos = 2,                   labelOffset = 0.2, labelSrt = -30) grid() #' What variables are available in MassBank spectraVariables(mbank_sub) ##  [1] \"msLevel\"                 \"rtime\"                   ##  [3] \"acquisitionNum\"          \"scanIndex\"               ##  [5] \"dataStorage\"             \"dataOrigin\"              ##  [7] \"centroided\"              \"smoothed\"                ##  [9] \"polarity\"                \"precScanNum\"             ## [11] \"precursorMz\"             \"precursorIntensity\"      ## [13] \"precursorCharge\"         \"collisionEnergy\"         ## [15] \"isolationWindowLowerMz\"  \"isolationWindowTargetMz\" ## [17] \"isolationWindowUpperMz\"  \"spectrum_id\"             ## [19] \"spectrum_name\"           \"date\"                    ## [21] \"authors\"                 \"license\"                 ## [23] \"copyright\"               \"publication\"             ## [25] \"splash\"                  \"compound_id\"             ## [27] \"adduct\"                  \"ionization\"              ## [29] \"ionization_voltage\"      \"fragmentation_mode\"      ## [31] \"collision_energy_text\"   \"instrument\"              ## [33] \"instrument_type\"         \"formula\"                 ## [35] \"exactmass\"               \"smiles\"                  ## [37] \"inchi\"                   \"inchikey\"                ## [39] \"cas\"                     \"pubchem\"                 ## [41] \"synonym\"                 \"precursor_mz_text\"       ## [43] \"compound_name\" mbank_best_match <- mbank_sub[best_match[2]] mbank_best_match$compound_name ## [1] \"Cystine\" #' Add annotations to the experimental spectra sps$name <- mbank_best_match$compound_name sps$formula <- mbank_best_match$formula sps$adduct <- mbank_best_match$adduct sps$collisionEnergy <- 20"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"data-export","dir":"Articles","previous_headings":"Workshop","what":"Data export","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"last want export spectra file MGF format. use MsBackendMgf package provides MsBackendMgf backend adds support MGF file import/export Spectra objects. Data Spectra objects can generally exported export function. format data exported depends specified MsBackend class. using instance MsBackendMgf define export data file MGF format. read first 6 lines resulting file.","code":"library(MsBackendMgf)  #' Export the spectra to a MGF file export(sps, backend = MsBackendMgf(), file = \"Cystine_ce20.mgf\") readLines(\"Cystine_ce20.mgf\", n = 6) ## [1] \"BEGIN IONS\"                                ## [2] \"TITLE=msLevel 2; retentionTime ; scanNum \" ## [3] \"msLevel=2\"                                 ## [4] \"RTINSECONDS=209.93599999998\"               ## [5] \"SCANS=673\"                                 ## [6] \"scanIndex=673\""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"comparing-spectra-against-hmdb","dir":"Articles","previous_headings":"Workshop","what":"Comparing spectra against HMDB","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"addition MsBackendMassbank, provides access MassBank data, also MsBackendHmdb package supporting spectral data public Human Metabolome Database (HMDB). package however yet provide direct access HMDB database , MsBackendHmdbXml backend, allows import MS2 spectra files HMDB format. provided HMDB individual xml files custom file format bundled (can hence downloaded) single archive. alternative, also possible create portable annotation resources using CompoundDb package. packages allows example create annotation databases MoNA, MassBank HMDB. CompDb annotations small compounds different resources become available also Bioconductors AnnotationHub. CompDb database containing compound annotations along (experimental) MS2 spectra provided data release MetaboAnnotationTutorials repository. download SQLite database temporary file. can now load annotation resource using CompDb function CompoundDb package: can now create Spectra object get access MS2 spectra within package: now Spectra object containing MS2 spectra HMDB along compound annotations. spectra variables (including compound annotations) available spectrum : Also , want filter data resource first spectra matching precursor m/z. Unfortunately, HMDB provided spectra’s precursor m/z hence need use containsMz function find spectra containing peak m/z matching m/z ion interest. addition, need use rather large tolerance value (defines maximal acceptable absolute difference m/z values) since experimental spectra HMDB seem recorded well calibrated instrument. total 3904 spectra contain peak required m/z (+/- 0.2 Dalton) can proceed calculate spectral similarities experimental spectra. highest similarity spectra spectra HMDB r max(res). compare two best matching spectra mirror plot, upper panel showing experimental spectrum lower panel best matching MS2 spectrum HMDB.  experimental spectrum seems nicely match reference MS2 HMDB. extract compound identifier best matching HMDB spectrum (stored spectra variable called \"compound_id\") name compound fact, matching spectrum HMDB experimental spectrum L-Cystine.","code":"#' Download the CompDb database using curl library(curl) dbname <- \"CompDb.Hsapiens.HMDB.5.0.sqlite\" db_file <- file.path(tempdir(), dbname) curl_download(     paste0(\"https://github.com/jorainer/MetaboAnnotationTutorials/\",            \"releases/download/2021-11-02/\", dbname),     destfile = db_file) library(CompoundDb) #' Load a CompDb database with compound annotation from HMDB cdb <- CompDb(db_file) cdb ## class: CompDb  ##  data source: HMDB  ##  version: 5.0  ##  organism: Hsapiens  ##  compound count: 217776  ##  MS/MS spectra count: 64920 hmdb <- Spectra(cdb) hmdb ## MSn data (Spectra) with 64920 spectra in a MsBackendCompDb backend: ##         msLevel precursorMz  polarity ##       <integer>   <numeric> <integer> ## 1            NA          NA         1 ## 2            NA          NA         1 ## 3            NA          NA         1 ## 4            NA          NA         1 ## 5            NA          NA         1 ## ...         ...         ...       ... ## 64916        NA          NA         0 ## 64917        NA          NA         0 ## 64918        NA          NA         0 ## 64919        NA          NA         0 ## 64920        NA          NA         1 ##  ... 32 more variables/columns. ##  Use  'spectraVariables' to list all of them. ##  data source: HMDB  ##  version: 5.0  ##  organism: Hsapiens spectraVariables(hmdb) ##  [1] \"msLevel\"                 \"rtime\"                   ##  [3] \"acquisitionNum\"          \"scanIndex\"               ##  [5] \"dataStorage\"             \"dataOrigin\"              ##  [7] \"centroided\"              \"smoothed\"                ##  [9] \"polarity\"                \"precScanNum\"             ## [11] \"precursorMz\"             \"precursorIntensity\"      ## [13] \"precursorCharge\"         \"collisionEnergy\"         ## [15] \"isolationWindowLowerMz\"  \"isolationWindowTargetMz\" ## [17] \"isolationWindowUpperMz\"  \"compound_id\"             ## [19] \"name\"                    \"inchi\"                   ## [21] \"inchikey\"                \"formula\"                 ## [23] \"exactmass\"               \"smiles\"                  ## [25] \"original_spectrum_id\"    \"predicted\"               ## [27] \"splash\"                  \"instrument_type\"         ## [29] \"instrument\"              \"spectrum_id\"             ## [31] \"msms_mz_range_min\"       \"msms_mz_range_max\"       ## [33] \"synonym\" #' Identify spectra containing a peak matching cystine m/z has_mz <- containsMz(hmdb, mz = mz, tolerance = 0.2) #' Subset HMDB hmdb_sub <- hmdb[has_mz] #' Compare HMDB against experimental spectra res <- compareSpectra(hmdb_sub, sps, tolerance = 0.2) best_match <- which(res == max(res), arr.ind = TRUE) ## Specifying a function to draw peak labels label_fun <- function(x) {     format(unlist(mz(x)), digits = 4) } plotSpectraMirror(hmdb_sub[best_match[1]], sps[best_match[2]], tolerance = 0.2,                   labels = label_fun, labelPos = 2, labelOffset = 0.2,                   labelSrt = -30) grid() hmdb_sub[best_match[1]]$compound_id ## [1] \"HMDB0000192\" hmdb_sub[best_match[1]]$name ## [1] \"L-Cystine\""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"an-alternative-way-to-store-ms-data","dir":"Articles","previous_headings":"Workshop","what":"An alternative way to store MS data","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"use cases might useful store data whole MS experiments central place. MsBackendSql backend allows example store data relational database, simple SQLite files MySQL/MariaDB database systems. latter case allow also remote access centrally stored data set. Also, performance, especially large datasets much better MySQL database compared SQLite database used . section show data MS experiment can inserted database can retrieved. create empty SQLite database (temporary file). detailed , SQL database system used instead (resulting eventually even better performance). can next import data example experiment selected database. MsBackendSql allows now access use MS data stored database. simply provide connection database parameter Spectra function use MsBackendSql backend. memory footprint Spectra object small data retrieved database --fly. performance backend also higher example MsBackendMzR. compare performance MsBackendSql present small data set MsBackendDataFrame (data -memory) MsBackendMzR (data retrieved original file). Thus, MsBackendSql similar performance data memory. performance even better smaller subsets data loaded. real world use case backend store large MS experiment central place. Data analysts connect central database, explore subset data ultimately either load subsets data (local) memory changing backend data subset e.g. MsBackendDataFrame store data subset local files e.g. mzML format using export method MsBackendMzR backend.","code":"library(RSQLite) scon <- dbConnect(SQLite(), tempfile()) library(MsBackendSql) ## Warning: multiple methods tables found for 'uniqueMsLevels' ## Create a database containing the full raw data createMsBackendSqlDatabase(scon, fls) ## [1] TRUE sps_db <- Spectra(scon, source = MsBackendSql()) sps_db ## MSn data (Spectra) with 1578 spectra in a MsBackendSql backend: ##        msLevel precursorMz  polarity ##      <integer>   <numeric> <integer> ## 1            1          NA         1 ## 2            1          NA         1 ## 3            1          NA         1 ## 4            1          NA         1 ## 5            1          NA         1 ## ...        ...         ...       ... ## 1574         2    130.9659         1 ## 1575         2    175.1178         1 ## 1576         2    193.9281         1 ## 1577         2    107.9501         1 ## 1578         2     95.0608         1 ##  ... 34 more variables/columns. ##  Use  'spectraVariables' to list all of them. ## Database: /tmp/RtmpNSFnJ0/file738551ec332 print(object.size(sps_db), units = \"MB\") ## 0.1 Mb ## Load the data to different backends sps_mzr <- Spectra(fls, source = MsBackendMzR()) sps_df <- setBackend(sps_mzr, MsBackendDataFrame())  library(microbenchmark) microbenchmark(peaksData(sps_mzr),                peaksData(sps_df),                peaksData(sps_db),                times = 10) ## Unit: milliseconds ##                expr      min       lq     mean   median       uq       max ##  peaksData(sps_mzr) 361.3365 383.7532 755.9134 449.7209 550.2721 2456.2211 ##   peaksData(sps_df) 112.1369 116.8373 132.1905 130.4618 151.9783  155.1050 ##   peaksData(sps_db)  79.8473  86.7213 223.6163 103.9590 113.0695  766.7648 ##  neval ##     10 ##     10 ##     10 microbenchmark(peaksData(sps_mzr[1:10]),                peaksData(sps_df[1:10]),                peaksData(sps_db[1:10]),                times = 10) ## Unit: milliseconds ##                      expr     min      lq     mean  median      uq     max ##  peaksData(sps_mzr[1:10]) 14.1710 14.5932 15.03072 14.9976 15.3854 15.9742 ##   peaksData(sps_df[1:10])  5.3178  5.5775  5.99964  5.9252  6.3591  7.0975 ##   peaksData(sps_db[1:10])  4.0353  4.2863  4.71165  4.4337  4.7144  7.4835 ##  neval ##     10 ##     10 ##     10"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"short-summary","dir":"Articles","previous_headings":"","what":"Short summary","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"Spectra provides powerful infrastructure MS data. Independence data analysis data storage functionality allows easily add support additional data types data handling/storage modes. Caching data operations applying --fly allows data manipulations regardless data stored.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"summary","dir":"Articles","previous_headings":"","what":"Summary","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"simple use case matching experimental MS2 spectra public database illustrated short tutorial flexibility expandability Spectra package enables seamless integration mass spectrometry data different sources. possible clear separation user functionality (Spectra object) representation data (MsBackend object). Backends MsBackendMgf, MsBackendMassbank MsBackendHmdbXml provide support additional data formats data sources, others, due much lower memory footprint (MsBackendMzR, MsBackendHdf5Peaks), enable analysis also large data sets. importantly however, backends interchangeable affect way users can handle analyze MS data Spectra package. Also, caching data operations within Spectra object applying upon data requests, data operations can applied data resource regardless data stored, even data read-.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"what-else","dir":"Articles","previous_headings":"","what":"What else?","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"MetaboAnnotation (Andrea Vicini, Michael Witting) provide simple functions matching spectra m/z retention time data (Rainer et al. 2022). MsExperiment represent whole MS experiments (incl. Spectra, sample annotation, data quantitation, annotation files etc). msQC (Thomas Naake): QC measures MS data. MsBackendMsp (Steffen Neumann): backend files MSP format. ...","code":""},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/authors.html","id":null,"dir":"","previous_headings":"","what":"Authors","title":"Authors and Citation","text":"Johannes Rainer. Author, maintainer. Michael Witting. Author. Laurent Gatto. Author. Sebastian Gibb. Author. Philippine Louail. Contributor.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/authors.html","id":"citation","dir":"","previous_headings":"","what":"Citation","title":"Authors and Citation","text":"Rainer J, Witting M, Gatto L, Gibb S (2023). SpectraTutorials: Mass Spectrometry Data Analysis Spectra. R package version 0.8.2, https://jorainer.github.io/SpectraTutorials/.","code":"@Manual{,   title = {SpectraTutorials: Mass Spectrometry Data Analysis with Spectra},   author = {Johannes Rainer and Michael Witting and Laurent Gatto and Sebastian Gibb},   year = {2023},   note = {R package version 0.8.2},   url = {https://jorainer.github.io/SpectraTutorials/}, }"},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"mass-spectrometry-data-analysis-with-spectra","dir":"","previous_headings":"","what":"Mass Spectrometry Data Analysis with Spectra","title":"Mass Spectrometry Data Analysis with Spectra","text":"Tutorials workshops describing explaining infrastructure mass spectrometry (MS) data analysis centered around Bioconductor’s Spectra package. Workshops also given (either -person virtually) various conferences. available, recordings linked respective workshop section. See NEWS.md information current version change log.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"installation","dir":"","previous_headings":"","what":"Installation","title":"Mass Spectrometry Data Analysis with Spectra","text":"-line code evaluation workshops can also run using self-contained docker image R packages server version RStudio (Posit) pre-installed. alternative, rendered versions workshops available SpectraTutorials (navigate Articles drop-menu select workshop interest). installation: Get docker image tutorial docker pull jorainer/spectra_tutorials:latest. Start docker using Enter http://localhost:8787 web browser log username rstudio password bioc. RStudio server version: open R-markdown (.Rmd) files vignettes folder evaluate R code blocks.","code":"docker run \\     -e PASSWORD=bioc \\     -p 8787:8787 \\     jorainer/spectra_tutorials:latest"},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"seamless-integration-of-mass-spectrometry-data-from-different-sources","dir":"","previous_headings":"","what":"Seamless Integration of Mass Spectrometry Data from Different Sources","title":"Mass Spectrometry Data Analysis with Spectra","text":"rendered version","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"short-description","dir":"","previous_headings":"Seamless Integration of Mass Spectrometry Data from Different Sources","what":"Short description","title":"Mass Spectrometry Data Analysis with Spectra","text":"workshop use Spectra : import MS data mzML files, select MS2 spectra certain compound, compare match MS2 spectra reference MS2 spectra public database, annotate spectra export file MGF format.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"description","dir":"","previous_headings":"Seamless Integration of Mass Spectrometry Data from Different Sources","what":"Description","title":"Mass Spectrometry Data Analysis with Spectra","text":"(instructor-led live demo) workshop explains Spectra package shows new infrastructure can used represent analyze Mass Spectrometry (MS) data. use different data type format specific backends guarantees easy expandability infrastructure. illustrated tutorial simple use case, MS/MS (.k.. MS2) spectra, measured MS instrument, compared matched public spectral database containing public domain reference MS2 spectra. video recording workshop BioC2021 conference available . video recording workshop EuroBioc2020 conference available .","code":""},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"learning-goals","dir":"","previous_headings":"Seamless Integration of Mass Spectrometry Data from Different Sources > Workshop goals and objectives","what":"Learning goals","title":"Mass Spectrometry Data Analysis with Spectra","text":"Understand import MS data R. Understand basic concept different backends can used Spectra work MS data various sources.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"learning-objectives","dir":"","previous_headings":"Seamless Integration of Mass Spectrometry Data from Different Sources > Workshop goals and objectives","what":"Learning objectives","title":"Mass Spectrometry Data Analysis with Spectra","text":"Import export MS data Spectra. Integrate MS data different resources MS data analysis workflow. Apply different data manipulations MS data represented Spectra object. Use Spectra perform spectra comparisons R.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"pre-requisites","dir":"","previous_headings":"Seamless Integration of Mass Spectrometry Data from Different Sources","what":"Pre-requisites","title":"Mass Spectrometry Data Analysis with Spectra","text":"Basic familiarity R Bioconductor. Basic understanding Mass Spectrometry (MS) data.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"rbioconductor-packages-used","dir":"","previous_headings":"Seamless Integration of Mass Spectrometry Data from Different Sources","what":"R/Bioconductor packages used","title":"Mass Spectrometry Data Analysis with Spectra","text":"Spectra MsCoreUtils MsBackendMgf MsBackendMassbank CompoundDb","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"spectra-an-expandable-infrastructure-to-handle-mass-spectrometry-data","dir":"","previous_headings":"","what":"Spectra: an expandable infrastructure to handle mass spectrometry data","title":"Mass Spectrometry Data Analysis with Spectra","text":"rendered version","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"short-description-1","dir":"","previous_headings":"Spectra: an expandable infrastructure to handle mass spectrometry data","what":"Short description","title":"Mass Spectrometry Data Analysis with Spectra","text":"Explain different representations mass spectrometry data along properties advantages. Explain caching lazy processing queue Spectra package.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"description-1","dir":"","previous_headings":"Spectra: an expandable infrastructure to handle mass spectrometry data","what":"Description","title":"Mass Spectrometry Data Analysis with Spectra","text":"Spectra package provides modern infrastructure MS data handling specifically designed enable extension additional data resources alternative data representations. can realized extending virtual MsBackend class related methods. Implementations MsBackend classes can tailored specific needs, low memory footprint, fast processing, remote data access, also support specific additional data types variables. Importantly, data processing Spectra objects independent backend use due lazy evaluation mechanism caches data manipulations internally. workshop discusses different available data representations MS data along properties, advantages performances. addition, Spectra’s concept lazy evaluation data manipulations presented, well simple caching mechanism data modifications. Finally, explains new MsBackend instances can implemented tested ensure compliance.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"pre-requisites-1","dir":"","previous_headings":"Spectra: an expandable infrastructure to handle mass spectrometry data","what":"Pre-requisites","title":"Mass Spectrometry Data Analysis with Spectra","text":"Basic familiarity R Bioconductor. Basic understanding Mass Spectrometry (MS) data.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"rbioconductor-packages-used-1","dir":"","previous_headings":"Spectra: an expandable infrastructure to handle mass spectrometry data","what":"R/Bioconductor packages used","title":"Mass Spectrometry Data Analysis with Spectra","text":"Spectra MsBackendSql","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"workshop-goals-and-objectives-1","dir":"","previous_headings":"Spectra: an expandable infrastructure to handle mass spectrometry data","what":"Workshop goals and objectives","title":"Mass Spectrometry Data Analysis with Spectra","text":"technical demonstration internals Spectra package design MS infrastructure. ’re demonstrating use cases analysis workflows .","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"learning-goals-1","dir":"","previous_headings":"Spectra: an expandable infrastructure to handle mass spectrometry data > Workshop goals and objectives","what":"Learning goals","title":"Mass Spectrometry Data Analysis with Spectra","text":"Understand MS data handled Spectra. Understand differences properties different MsBackend implementations.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"learning-objectives-1","dir":"","previous_headings":"Spectra: an expandable infrastructure to handle mass spectrometry data > Workshop goals and objectives","what":"Learning objectives","title":"Mass Spectrometry Data Analysis with Spectra","text":"Learn MS data handled Spectra. Understand data representations/backends fit purpose/use case. Insights internals Spectra MS infrastructure facilitate implementation backend(s).","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"msms-spectra-matching-with-the-metaboannotation-package","dir":"","previous_headings":"","what":"MS/MS Spectra Matching with the MetaboAnnotation Package","title":"Mass Spectrometry Data Analysis with Spectra","text":"rendered version Spectra package provides functionality required annotation identification workflows untargeted LC-MS/MS data, , flexible customizable, might cumbersome beginners analysts accustomed R. fill gap developed MetaboAnnotation package builds upon Spectra provides functions annotation LC-MS LC-MS/MS data sets tailored towards less experienced R user. tutorial shows MetaboAnnotation can used R-based LC-MS/MS annotation workflows. Note also additional tutorial MetaboAnnotation, CompoundDb MetaboCoreUtils packages available: MetaboAnnotationTutorials.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"acknowledgments","dir":"","previous_headings":"","what":"Acknowledgments","title":"Mass Spectrometry Data Analysis with Spectra","text":"Thank Philippine Louail fixing typos suggesting improvements Spectra: expandable infrastructure handle mass spectrometry data.","code":""},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-8","dir":"Changelog","previous_headings":"","what":"Version 0.8.2","title":"Version 0.8","text":"Add second example caching changes better saving database.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-8-1","dir":"Changelog","previous_headings":"","what":"Version 0.8.1","title":"Version 0.8","text":"Include feedback suggestions Philippine Louail.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-8-2","dir":"Changelog","previous_headings":"","what":"Version 0.8.0","title":"Version 0.8","text":"Add new tutorial Spectra: expandable infrastructure handle mass spectrometry data. Download MassBank data alternative AnnotationHub.","code":""},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-7","dir":"Changelog","previous_headings":"","what":"Version 0.7.3","title":"Version 0.7","text":"Fix mislabeling columns experimental spectra rows MassBank spectra spectra similarity matrix (thanks CSAMA2023 attendee pointing !).","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-7-1","dir":"Changelog","previous_headings":"","what":"Version 0.7.2","title":"Version 0.7","text":"Use MsBackendSql instead MsqlBackend.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-7-2","dir":"Changelog","previous_headings":"","what":"Version 0.7.1","title":"Version 0.7","text":"Simplify/clarify description spectra data processing.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-7-3","dir":"Changelog","previous_headings":"","what":"Version 0.7.0","title":"Version 0.7","text":"Add section use MsqlBackend compare performance MsBackendMzR MsBackendDataFrame.","code":""},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-6","dir":"Changelog","previous_headings":"","what":"Version 0.6.3","title":"Version 0.6","text":"Better describe usage alternative SQLite MassBank database file two workshops.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-6-1","dir":"Changelog","previous_headings":"","what":"Version 0.6.2","title":"Version 0.6","text":"Add citation.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-6-2","dir":"Changelog","previous_headings":"","what":"Version 0.6.1","title":"Version 0.6","text":"Adapt changes Spectra >= 1.5.8: export spectraVariableMapping method. Adapt changes CompoundDb >= 0.9.6: \"target_name\" available spectra variable Spectra objects returned CompDb database. Adapt changes MetaboAnnotation >= 0.99.4: also ppm error reported matchMz.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-6-3","dir":"Changelog","previous_headings":"","what":"Version 0.6.0","title":"Version 0.6","text":"Remove Spectra object data HMDB. Use CompDb database HMDB annotations.","code":""},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-5","dir":"Changelog","previous_headings":"","what":"Version 0.5.0","title":"Version 0.5","text":"Add additional vignette describing spectra matching MetaboAnnotation package integration xcms analysis workflow.","code":""},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-4","dir":"Changelog","previous_headings":"","what":"Version 0.4.0","title":"Version 0.4","text":"Version used BioC2021 conference. Use MassBank release 2021.03. Restructure document simplify analysis (reduce mzML files 20eV collision energy).","code":""},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-3","dir":"Changelog","previous_headings":"","what":"Version 0.3.2","title":"Version 0.3","text":"Use MassBank release 2021.02 add expand descriptive text.","code":""}]
+[{"path":"https://jorainer.github.io/SpectraTutorials/Abstract-EuroBioc2020.html","id":null,"dir":"","previous_headings":"","what":"Abstract","title":"Abstract","text":"Mass spectrometry (MS) data key technology modern proteomics metabolomics experiments. Due continuous improvements MS instrumentation, generated data can easily become large. Also, different additional resources MS data exist, spectra libraries databases, specific file formats sometimes support manipulations original data. Learning experiences r Biocpkg(\"MSnbase\") Bioconductor package developed novel infrastructure handle MS spectral data R, r Biocpkg(\"Spectra\") package. package implements clear separation user functionality code provide, store import mass spectrometry data. Different backends can hence used enable access data various data resources designed specifically large MS data sets. Data manipulations default directly applied data cached lazy processing queue allows analyses also read-data representations. workshop shows expandability new infrastructure enable seamless integration analysis MS data variety input formats illustrated simple matching experimental MS2 spectra public spectral database export data format commonly used exchange MS2 data.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/Abstract-EuroBioc2022.html","id":null,"dir":"","previous_headings":"","what":"Abstract","title":"Abstract","text":"Mass spectrometry (MS) data key technology modern proteomics metabolomics experiments. Due continuous improvements MS instrumentation, generated data can easily become large. Also, different additional resources MS data exist, spectra libraries databases, specific file formats sometimes support manipulations original data. Learning experiences r Biocpkg(\"MSnbase\") Bioconductor package developed novel infrastructure handle MS spectral data R, r Biocpkg(\"Spectra\") package. package implements clear separation user functionality code provide, store import mass spectrometry data. Different backends can hence used enable access data various data resources. Depending backend, data representations can memory, disk, local remote. Data manipulations default directly applied data cached lazy processing queue allows analyses also read-data representations. workshop shows new infrastructure can used integrate data variety different input sources simple example fragment (MS2) spectra experiment matched reference MS2 spectra public spectral library. Results finally exported format commonly used exchange MS2 data.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/Abstract-EuroBioc2023.html","id":null,"dir":"","previous_headings":"","what":"Spectra: an expandable infrastructure to handle mass spectrometry data","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"Mass spectrometry (MS) data key technology modern metabolomics proteomics experiments. Continuous improvements MS instrumentation, larger experiments new technological developments lead ever growing data sizes increased number available variables making standard -memory data handling processing difficult. Spectra package provides modern infrastructure MS data handling specifically designed enable extension additional data resources alternative data representations. can realized extending virtual MsBackend class related methods. Implementations MsBackend classes can tailored specific needs, low memory footprint, fast processing, remote data access, also support specific additional data types variables. Importantly, data processing Spectra objects independent backend use due lazy evaluation mechanism caches data manipulations internally. workshop discusses different available data representations MS data along properties, advantages performances. addition, Spectra’s concept lazy evaluation data manipulations presented, well simple caching mechanism data modifications. Finally, explains new MsBackend instances can implemented tested ensure compliance. Describe: - Concept backends. - Loading MS data. - Backends, -disk, -memory. - Using MsBackendSql store data. - Use MsBackendMassbankSql access data: parallel processing possible. - Different properties backends. - Lazy processing caching.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"abstract","dir":"Articles","previous_headings":"","what":"Abstract","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"Mass spectrometry (MS) data key technology modern metabolomics proteomics experiments. Continuous improvements MS instrumentation, larger experiments new technological developments lead ever growing data sizes increased number available variables making standard -memory data handling processing difficult. Spectra package provides modern infrastructure MS data handling specifically designed enable extension additional data resources alternative data representations. can realized extending virtual MsBackend class related methods. Implementations MsBackend classes can tailored specific needs, low memory footprint, fast processing, remote data access, also support specific additional data types variables. Importantly, data processing Spectra objects independent backend use due lazy evaluation mechanism caches data manipulations internally. workshop discusses different available data representations MS data along properties, advantages performances. addition, Spectra’s concept lazy evaluation data manipulations presented, well simple caching mechanism data modifications. Finally, explains new MsBackend instances can implemented tested ensure compliance.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"introduction","dir":"Articles","previous_headings":"","what":"Introduction","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"workshop/tutorial assumes readers familiar mass spectrometry data. See LC-MS/MS nutshell section Seamless Integration Mass Spectrometry Data Different Sources vignette package general introduction MS.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"pre-requisites","dir":"Articles","previous_headings":"Introduction","what":"Pre-requisites","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"Basic familiarity R Bioconductor. Basic understanding Mass Spectrometry (MS) data.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"installation","dir":"Articles","previous_headings":"Introduction","what":"Installation","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"Get docker image tutorial docker pull jorainer/spectra_tutorials:latest. Start docker using Enter http://localhost:8787 web browser log username rstudio password bioc. Open R-markdown file (vignettes/Spectra-backends.Rmd) RStudio server version web browser evaluate R code blocks.","code":"docker run \\     -e PASSWORD=bioc \\     -p 8787:8787 \\     jorainer/spectra_tutorials:latest"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"rbioconductor-packages-used","dir":"Articles","previous_headings":"Introduction","what":"R/Bioconductor packages used","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"Spectra MsBackendSql","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"workshop-goals-and-objectives","dir":"Articles","previous_headings":"Introduction","what":"Workshop goals and objectives","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"technical demonstration internals Spectra package design MS infrastructure. ’re demonstrating use cases analysis workflows .","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"learning-goals","dir":"Articles","previous_headings":"Introduction > Workshop goals and objectives","what":"Learning goals","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"Understand MS data handled Spectra. Understand differences properties different MsBackend implementations.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"learning-objectives","dir":"Articles","previous_headings":"Introduction > Workshop goals and objectives","what":"Learning objectives","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"Learn MS data handled Spectra. Understand data representations/backends fit purpose/use case. Insights internals Spectra MS infrastructure facilitate implementation backend(s).","code":""},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"the-spectra-package","dir":"Articles","previous_headings":"Workshop","what":"The Spectra package","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"Purpose: provide expandable, well tested user-friendly infrastructure mass spectrometry (MS) data. Design: separation code representing main user interface code provide, store read MS data. Spectra: main interface end user. MsBackend: defines data stored managed. user need care data stored. functionality can applied MS data, regardless data stored. enables specialized data storage/representation options: remote data, low memory footprint, high performance.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"creating-and-using-spectra-objects","dir":"Articles","previous_headings":"Workshop","what":"Creating and using Spectra objects","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"MS data consists duplets mass--charge (m/z) intensity values along potential additional information, MS level, retention time, polarity etc. simplest form, MS data consists thus two (aligned) numeric vectors m/z intensity values e.g. data.frame containing potential additional annotations MS spectrum. Spectra terminology, \"mz\" \"intensity\" called peak variables (provide information individual mass peaks), annotations spectra variables (usually single value per spectrum). define m/z intensity values mass spectrum well data.frame additional spectra variables. basic representation MS data R. obvious reasons however better store data single container keeping separate, unrelated, variables. thus create Spectra object MS data. Spectra objects can created Spectra constructor function accepts (among possibilities) data.frame full MS data input. row data.frame expected contain data one spectrum. therefore need add m/z intensity values list numerical vectors data frame. now created Spectra object representing toy MS data. Individual spectra variables can accessed either $ name spectra variable, one dedicated accessor functions. Also, provided spectra variables \"msLevel\" \"polarity\" input data frame, variables available default Spectra object. called core spectra variables can always extracted Spectra object, even defined (case missing values returned). Spectra variables available Spectra object can listed spectraVariables function: ’ve now got Spectra object representing single MS spectrum - , name class implies, actually designed represent data multiple mass spectra (possibly whole experiment). thus define data.frame, time 3 rows, create Spectra object . Also, define additional spectra variables providing name ID compounds MS2 (fragment) spectrum represents. Now Spectra object representing 3 mass spectra set spectra peak variables. Spectra organized linearly, .e., one . Thus, Spectra length 3 element one spectrum. Subsetting works R object: Spectra behaves similar data.frame elements (rows) individual spectra columns spectra (peaks) variables, can accessed $ operator. Similar data.frame can also add new spectra variables (columns) using $<-. full peak data can extracted peaksData function, returns list two-dimensional arrays values peak variables. list element represents peak data one spectrum, stored e.g. matrix columns peak variables rows respective values peak. number rows peak variable arrays depends number mass peaks spectrum. number can extracted using lengths: next extract peaks’ data Spectra subset data second spectrum. Finally, can also visualize peak data spectrum Spectra.  plots also created manually m/z intensity values, built-functions cases efficient.  Experimental MS data generally (ideally) stored files mzML, mzXML CDF format. open file formats can read software. Bioconductor, mzR package allows read/write data /formats. Also Spectra allows represent data raw data files. illustrate create Spectra object two mzML files provided Bioconductor’s msdata package. thus access raw experimental MS data Spectra object. contrast first example , used Spectra constructor providing character vector file names specified source = MsBackendMzR(). anticipates concept backends Spectra package: source parameter Spectra call defines backend use import (represent) data, example MsBackendMzR enables import data mzML files. Like first example, can subset object access spectra variables. Note however Spectra object many spectra variables available (depending provided raw data files). can visualize data.","code":"#' Define simple MS data mz <- c(56.0494, 69.0447, 83.0603, 109.0395, 110.0712,         111.0551, 123.0429, 138.0662, 195.0876) int <- c(0.459, 2.585, 2.446, 0.508, 8.968, 0.524, 0.974, 100.0, 40.994)  sv <- data.frame(msLevel = 1L, polarity = 1L) library(Spectra)  #' wrap m/z and intensities into a list and add them to the data.frame sv$mz <- list(mz) sv$intensity <- list(int)  #' Create a `Spectra` object from the data. s <- Spectra(sv) s ## MSn data (Spectra) with 1 spectra in a MsBackendMemory backend: ##     msLevel     rtime scanIndex ##   <integer> <numeric> <integer> ## 1         1        NA        NA ##  ... 16 more variables/columns. #' Access the MS level spectra variable s$msLevel ## [1] 1 msLevel(s) ## [1] 1 #' List all available spectra variables spectraVariables(s) ##  [1] \"msLevel\"                 \"rtime\"                   ##  [3] \"acquisitionNum\"          \"scanIndex\"               ##  [5] \"dataStorage\"             \"dataOrigin\"              ##  [7] \"centroided\"              \"smoothed\"                ##  [9] \"polarity\"                \"precScanNum\"             ## [11] \"precursorMz\"             \"precursorIntensity\"      ## [13] \"precursorCharge\"         \"collisionEnergy\"         ## [15] \"isolationWindowLowerMz\"  \"isolationWindowTargetMz\" ## [17] \"isolationWindowUpperMz\" #' Extract the retention time spectra variable s$rtime ## [1] NA #' Define spectra variables for 3 MS spectra. sv <- data.frame(     msLevel = c(2L, 2L, 2L),     polarity = c(1L, 1L, 1L),     id = c(\"HMDB0000001\", \"HMDB0000001\", \"HMDB0001847\"),     name = c(\"1-Methylhistidine\", \"1-Methylhistidine\", \"Caffeine\"))  #' Assign m/z and intensity values. sv$mz <- list(     c(109.2, 124.2, 124.5, 170.16, 170.52),     c(83.1, 96.12, 97.14, 109.14, 124.08, 125.1, 170.16),     c(56.0494, 69.0447, 83.0603, 109.0395, 110.0712,       111.0551, 123.0429, 138.0662, 195.0876)) sv$intensity <- list(     c(3.407, 47.494, 3.094, 100.0, 13.240),     c(6.685, 4.381, 3.022, 16.708, 100.0, 4.565, 40.643),     c(0.459, 2.585, 2.446, 0.508, 8.968, 0.524, 0.974, 100.0, 40.994))  #' Create a Spectra from this data. s <- Spectra(sv) s ## MSn data (Spectra) with 3 spectra in a MsBackendMemory backend: ##     msLevel     rtime scanIndex ##   <integer> <numeric> <integer> ## 1         2        NA        NA ## 2         2        NA        NA ## 3         2        NA        NA ##  ... 18 more variables/columns. #' List available spectra and peaks variables. spectraVariables(s) ##  [1] \"msLevel\"                 \"rtime\"                   ##  [3] \"acquisitionNum\"          \"scanIndex\"               ##  [5] \"dataStorage\"             \"dataOrigin\"              ##  [7] \"centroided\"              \"smoothed\"                ##  [9] \"polarity\"                \"precScanNum\"             ## [11] \"precursorMz\"             \"precursorIntensity\"      ## [13] \"precursorCharge\"         \"collisionEnergy\"         ## [15] \"isolationWindowLowerMz\"  \"isolationWindowTargetMz\" ## [17] \"isolationWindowUpperMz\"  \"id\"                      ## [19] \"name\" peaksVariables(s) ## [1] \"mz\"        \"intensity\" length(s) ## [1] 3 #' Extract the 2nd spectrum s[2] ## MSn data (Spectra) with 1 spectra in a MsBackendMemory backend: ##     msLevel     rtime scanIndex ##   <integer> <numeric> <integer> ## 1         2        NA        NA ##  ... 18 more variables/columns. s$msLevel ## [1] 2 2 2 #' Add a new spectra variable. s$new_variable <- c(\"a\", \"b\", \"c\") spectraVariables(s) ##  [1] \"msLevel\"                 \"rtime\"                   ##  [3] \"acquisitionNum\"          \"scanIndex\"               ##  [5] \"dataStorage\"             \"dataOrigin\"              ##  [7] \"centroided\"              \"smoothed\"                ##  [9] \"polarity\"                \"precScanNum\"             ## [11] \"precursorMz\"             \"precursorIntensity\"      ## [13] \"precursorCharge\"         \"collisionEnergy\"         ## [15] \"isolationWindowLowerMz\"  \"isolationWindowTargetMz\" ## [17] \"isolationWindowUpperMz\"  \"id\"                      ## [19] \"name\"                    \"new_variable\" #' Get the number of peaks per spectrum. lengths(s) ## [1] 5 7 9 #' Extract the peaks matrix of the second spectrum peaksData(s)[[2]] ##          mz intensity ## [1,]  83.10     6.685 ## [2,]  96.12     4.381 ## [3,]  97.14     3.022 ## [4,] 109.14    16.708 ## [5,] 124.08   100.000 ## [6,] 125.10     4.565 ## [7,] 170.16    40.643 #' Plot the second spectrum. plotSpectra(s[2]) plot(mz(s)[[2]], intensity(s)[[2]], type = \"h\",      xlab = \"m/z\", ylab = \"intensity\") #' Import MS data from 2 mzML files. fls <- dir(system.file(\"sciex\", package = \"msdata\"), full.names = TRUE) s2 <- Spectra(fls, source = MsBackendMzR()) s2 ## MSn data (Spectra) with 1862 spectra in a MsBackendMzR backend: ##        msLevel     rtime scanIndex ##      <integer> <numeric> <integer> ## 1            1     0.280         1 ## 2            1     0.559         2 ## 3            1     0.838         3 ## 4            1     1.117         4 ## 5            1     1.396         5 ## ...        ...       ...       ... ## 1858         1   258.636       927 ## 1859         1   258.915       928 ## 1860         1   259.194       929 ## 1861         1   259.473       930 ## 1862         1   259.752       931 ##  ... 33 more variables/columns. ##  ## file(s): ## 20171016_POOL_POS_1_105-134.mzML ## 20171016_POOL_POS_3_105-134.mzML #' Available spectra variables spectraVariables(s2) ##  [1] \"msLevel\"                  \"rtime\"                    ##  [3] \"acquisitionNum\"           \"scanIndex\"                ##  [5] \"dataStorage\"              \"dataOrigin\"               ##  [7] \"centroided\"               \"smoothed\"                 ##  [9] \"polarity\"                 \"precScanNum\"              ## [11] \"precursorMz\"              \"precursorIntensity\"       ## [13] \"precursorCharge\"          \"collisionEnergy\"          ## [15] \"isolationWindowLowerMz\"   \"isolationWindowTargetMz\"  ## [17] \"isolationWindowUpperMz\"   \"peaksCount\"               ## [19] \"totIonCurrent\"            \"basePeakMZ\"               ## [21] \"basePeakIntensity\"        \"ionisationEnergy\"         ## [23] \"lowMZ\"                    \"highMZ\"                   ## [25] \"mergedScan\"               \"mergedResultScanNum\"      ## [27] \"mergedResultStartScanNum\" \"mergedResultEndScanNum\"   ## [29] \"injectionTime\"            \"filterString\"             ## [31] \"spectrumId\"               \"ionMobilityDriftTime\"     ## [33] \"scanWindowLowerLimit\"     \"scanWindowUpperLimit\" #' Access the MS levels for the first 6 spectra s2$msLevel |> head() ## [1] 1 1 1 1 1 1 #' Plot the 4th spectrum. plotSpectra(s2[4])"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"use-of-different-backends-with-spectra-why-and-how","dir":"Articles","previous_headings":"Workshop","what":"Use of different backends with Spectra, why and how?","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"Spectra objects behave way, .e. data can accessed fashion, actually use different backends thus data representations: first example Spectra uses MsBackendMemory backend , name tells, keeps MS data memory (within backend object). contrast, second Spectra represents experimental MS data two mzML files uses MsBackendMzR backend. backend loads general spectra data (variables) memory imports peak data -demand original data files needed/requested (similar -disk mode discussed (Gatto, Gibb, Rainer 2020)). advantage offline storage mode lower memory footprint enables also analysis large data experiments standard computers. different backends? Reason 1: support additional file formats. backend class defines functionality import/export data /specific file formats. Spectra class stays data storage agnostic e.g. import/export routines need implemented class. Support additional file formats can implemented independently Spectra package can contributed different developers. Examples: MsBackendMgf (defined MsBackendMgf) adds support MS files MGF file format. MsBackendMsp (defined MsBackendMsp adds support MSP files. MsBackendRawFileReader (defined MsBackendRawFileReader) adds support MS data files Thermo Fisher Scientific’s raw data file format. import data files certain file format, respective backend able handle data needs specified parameter source Spectra constructor call: Reason 2: support different implementations store represent data. includes data stored stored. Specialized backends can defined , example, optimized high performance low memory demand. Examples: MsBackendMemory (defined Spectra): keeps MS data memory optimized fast efficient access peaks data matrices (.e., m/z intensity values spectra). MsBackendMzR (defined Spectra): keeps spectra variables memory retrieves peaks data --fly original data files upon request. guarantees lower memory footprint enables also analysis large MS experiments. MsBackendSql (defined MsBackendSql package): MS data stored SQL database. minimal memory requirements data (whether spectra peaks variables) need retrieved database. Depending SQL database system used, backend also allow remote data access. evaluate illustrate properties different backends create Spectra objects data, using different backends. use setBackend function change backend Spectra object. call loaded MS data original data files memory. third option next store full MS data SQL database using/changing MsBackendOfflineSql backend defined MsBackendSql package. setBackend call need provide connection information database contain data. includes database driver (parameter drv, depending database system), database name (parameter dbname) well eventual additional connection information like host, username, port password. parameters required depends SQL database used hence driver (see also ?dbConnect information parameters). example store data SQLite database. thus set drv = SQLite() provide parameter dbname name SQLite database file (yet exist). addition, importantly, disable parallel processing BPPARAM = SerialParam() since SQL databases don’t support parallel data import. Note: efficient way import MS data data files SQL database createMsBackendSqlDatabase MsBackendSql package. Also, larger data sets suggested use advanced powerful SQL database systems (e.g. MySQL/MariaDB SQL databases). now 3 Spectra objects representing MS data, using different backends. first comparison evaluate size memory: expected, size Spectra object MsBackendMemory backend largest three. Since MsBackendOfflineSql backend keeps primary keys spectra memory ’s memory requirements particularly small thus ideal represent even large MS experiments. next evaluate performance extract spectra variables. compare time needed extract retention times 3 Spectra objects using microbenchmark function. register(SerialParam()) globally disable parallel processing Spectra ensure results independent . Highest performance can seen Spectra object MsBackendMemory backend, followed Spectra object MsBackendMzR backend, extraction spectra variables slowest Spectra MsBackendOfflineSql. , expected MsBackendOfflineSql needs retrieve data database two backends keep retention times spectra (along general spectra metadata) memory. next also evaluate performance extract peaks data, .e. individual m/z intensity values spectra two files. MsBackendMemory outperforms two backends also comparison. MsBackendMzR MsBackendOfflineSql need import data, MsBackendMzR original mzML files MsBackendOfflineSql SQL database (present data efficient). last evaluate performance subset 3 Spectra objects 10 random spectra. , MsBackendOfflineSql clear advantage two backends, needs subset integer vector primary keys (data keeps memory), MsBackendMemory needs subset full data, MsBackendMzR data frame spectra variables.","code":"class(s@backend) ## [1] \"MsBackendMemory\" ## attr(,\"package\") ## [1] \"Spectra\" class(s2@backend) ## [1] \"MsBackendMzR\" ## attr(,\"package\") ## [1] \"Spectra\" #' Import MS data from mzML files s_mzr <- Spectra(fls, source = MsBackendMzR()) #' Change the backend to MsBackendMemory s_mem <- setBackend(s_mzr, MsBackendMemory()) #' Change the backend to a SQL representation of the data. library(MsBackendSql) library(RSQLite) s_db <- setBackend(s_mzr, MsBackendOfflineSql(), drv = SQLite(),                    dbname = \"ms_backend_sql_test.sqlite\",                    BPPARAM = SerialParam()) #' Compare memory footprint. print(object.size(s_mem), units = \"MB\") ## 53.2 Mb print(object.size(s_mzr), units = \"MB\") ## 0.4 Mb print(object.size(s_db), units = \"MB\") ## 0.1 Mb #' Compare performance to extract the retention times. register(SerialParam()) library(microbenchmark) microbenchmark(     rtime(s_mem),     rtime(s_mzr),     rtime(s_db),     times = 13 ) ## Unit: microseconds ##          expr      min       lq       mean   median       uq       max neval ##  rtime(s_mem)   12.292   13.395   19.64815   19.877   26.169    31.269    13 ##  rtime(s_mzr)  385.288  407.640  451.69762  419.863  445.912   836.380    13 ##   rtime(s_db) 6983.250 7037.401 8782.54131 7179.236 7268.913 27920.037    13 #' Compare performance to extract the peaks data. microbenchmark(     peaksData(s_mem),     peaksData(s_mzr),     peaksData(s_db),     times = 7 ) ## Unit: microseconds ##              expr        min          lq        mean     median          uq ##  peaksData(s_mem)    380.319    485.0095    704.9917    780.716    806.9495 ##  peaksData(s_mzr) 487238.872 492587.2645 524201.2064 496422.977 500894.0630 ##   peaksData(s_db)  89571.778  97788.3475 185583.6216 102420.344 210867.2850 ##         max neval ##    1189.989     7 ##  698783.941     7 ##  489781.964     7 #' Compare performance to subset the Spectra. idx <- sample(seq_along(s_mem), 10) microbenchmark(     s_mem[idx],     s_mzr[idx],     s_db[idx] ) ## Unit: microseconds ##        expr     min       lq     mean  median       uq      max neval ##  s_mem[idx] 230.711 238.1690 246.4851 245.468 251.5495  314.927   100 ##  s_mzr[idx] 642.047 664.8100 683.6366 676.962 690.1570 1084.352   100 ##   s_db[idx] 133.279 141.9445 163.7531 147.515 153.4465 1633.125   100"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"performance-considerations-and-tweaks","dir":"Articles","previous_headings":"Workshop > Use of different backends with Spectra, why and how?","what":"Performance considerations and tweaks","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"Keeping data memory (e.g. using MsBackendMemory) obvious performance advantages, might possible MS experiments. -disk backends MsBackendMzR MsBackendOfflineSql allow, due lower memory footprint, analyze also large data sets. optimized build-option Spectra methods load process MS data small chunks contrast loading processing full data whole. performance offline backends MsBackendMzR MsBackendSql/MsBackendOfflineSql depend also /O capabilities hard disks containing data files , latter, addition configuration SQL database system used.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"data-manipulation-and-the-lazy-evaluation-queue","dir":"Articles","previous_headings":"Workshop","what":"Data manipulation and the lazy evaluation queue","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"data representations might, design way data handled stored, allow changing existing adding new values. MsBackendMzR backend example retrieves peaks data directly raw data files don’t want manipulation m/z intensity values directly written back original data files. Also backends, specifically provide access spectral reference databases (MsBackendMassbankSql MsBackendMassbank package MsBackendCompDb CompoundDb package), supposed allow changes information stored databases. Data manipulations however integral part data analysis thus need backends mechanism allows changes data without propagating original data resource. backend classes caching mechanism implemented enables adding, changing, deleting spectra variables. illustrate add new spectra variable \"new_variable\" 3 Spectra objects. new spectra variable now added 3 Spectra objects: MsBackendMemory stores spectra variables data.frame within object. new spectra variable thus simply added new column data.frame. Warning: NEVER access manipulate slots backend class directly like can easily result data corruption. Similarly, also MsBackendMzR stores data spectra variables (peaks variables!) within DataFrame inside object. Adding new spectra variable thus also added new column DataFrame. Note: use DataFrame instead data.frame MsBackendMzR explains performance differences subset access spectra variables ’ve seen backend MsBackendMemory . MsBackendOfflineSql implements support changes spectra variables differently: object contains vector available database column names addition (initially empty) data.frame cache changes spectra variables. spectra variable deleted, respective column name removed character vector available column names. new spectra variable added (like example ) values existing spectra variable changed, spectra variable, respectively values, stored (new column) caching data frame: Actually, want change data directly database? fairly simple add new column database table change values . actually two reasons : firstly don’t want change raw data might stored database (e.g. database contains reference MS2 spectra, case Spectra MassBank data) secondly, want avoid following situation: imagine create copy s_db variable change retention times variable: Writing changes back database also change retention time values original s_db variable obvious reasons desired. Note can also used MsBackendOfflineSql backends cache spectra variables memory faster access. Note: MsBackendCached class Spectra package provides internal data.frame-based caching mechanism described . MsBackendOfflineSql class directly extends backend hence inherits mechanism database-specific additional functionality needed implemented. Thus, MsBackend implementation extending MsBackendCached base class automatically inherit caching mechanism need implement . Examples backends extending MsBackendCached , among others, MsBackendSql, MsBackendOfflineSql, MsBackendMassbankSql. Analysis MS data requires, addition changing adding spectra variables also possibility manipulate peaks’ data (.e. m/z intensity values individual mass peaks spectra). simple example remove mass peaks intensity 100 data set compare number peaks per spectra operation.  operation reduce number peaks considerably. repeat operation now also two backends. number peaks also reduced two backends although keep peak data memory , discussed , allow changes data file (database) containing original data. caching mechanisms described work well spectra variables (generally) limited manageable sizes. MS peaks data (m/z intensity values individual peaks MS spectra) however represent much larger data volumes preventing cache store changes directly -memory, especially data large experiments high resolution instruments. reason, instead caching changes values within object, cache actual data manipulation operation(s). function modify peaks data, along parameters, automatically added internal lazy processing queue within Spectra object call one Spectra’s (peaks) data manipulation functions. mechanism implemented directly Spectra class backends thus implement . calling filterIntensity , data actually modified, function filter peaks data added processig queue. function along possibly defined parameters added ProcessingStep object: , advisable directly access internal slots Spectra object! function accessed : parameters : time peaks data accessed (like intensity call example ), Spectra object first request raw peaks data backend, check processing queue , empty, apply contained cached processing steps peaks data returning user. nice side effect, subset data accessed, data manipulations need applied requested data subset, full data. can positive impact overall performance: Next number common peaks data manipulation methods already implemented Spectra, make use processing queue, also addProcessing function allows apply user-provided function peaks data (using lazy evaluation mechanism). simple example define function scales intensities spectrum total intensity sum per spectrum 1. Functions addProcessing expected take peaks array input return peaks array result. Note also ... function definition required, internally additional parameters, spectrum’s MS level, default passed along function (see also addProcessing documentation entry ?Spectra information advanced examples). validation calculate sum intensities first 6 spectra. intensities thus scaled total intensity sum per spectra 1. Note , common operation MS2 data (fragment spectra), scaling function generally used (quantitative) MS1 data (example ). Finally, since lazy evaluation mechanism changing actual peaks data, can also undo data manipulations. simple reset call Spectra object restore data object initial state (fact simply clears processing queue). Along potential chaching mechanisms spectra variables, implementation lazy-evaluation queue allows apply also data manipulations MS data data resources inherently read-(reference libraries fragment spectra) thus enable analysis MS data independently data stored.","code":"#' Assign new spectra variables. s_mem$new_variable <- seq_along(s_mem) s_mzr$new_variable <- seq_along(s_mem) s_db$new_variable <- seq_along(s_mem) #' Show spectra variables for one of the Spectra spectraVariables(s_mzr) ##  [1] \"msLevel\"                  \"rtime\"                    ##  [3] \"acquisitionNum\"           \"scanIndex\"                ##  [5] \"dataStorage\"              \"dataOrigin\"               ##  [7] \"centroided\"               \"smoothed\"                 ##  [9] \"polarity\"                 \"precScanNum\"              ## [11] \"precursorMz\"              \"precursorIntensity\"       ## [13] \"precursorCharge\"          \"collisionEnergy\"          ## [15] \"isolationWindowLowerMz\"   \"isolationWindowTargetMz\"  ## [17] \"isolationWindowUpperMz\"   \"peaksCount\"               ## [19] \"totIonCurrent\"            \"basePeakMZ\"               ## [21] \"basePeakIntensity\"        \"ionisationEnergy\"         ## [23] \"lowMZ\"                    \"highMZ\"                   ## [25] \"mergedScan\"               \"mergedResultScanNum\"      ## [27] \"mergedResultStartScanNum\" \"mergedResultEndScanNum\"   ## [29] \"injectionTime\"            \"filterString\"             ## [31] \"spectrumId\"               \"ionMobilityDriftTime\"     ## [33] \"scanWindowLowerLimit\"     \"scanWindowUpperLimit\"     ## [35] \"new_variable\" #' Direct access to the backend's data. s_mem@backend@spectraData |> head() ##   msLevel rtime acquisitionNum scanIndex dataStorage ## 1       1 0.280              1         1    <memory> ## 2       1 0.559              2         2    <memory> ## 3       1 0.838              3         3    <memory> ## 4       1 1.117              4         4    <memory> ## 5       1 1.396              5         5    <memory> ## 6       1 1.675              6         6    <memory> ##                                                                    dataOrigin ## 1 /usr/local/lib/R/site-library/msdata/sciex/20171016_POOL_POS_1_105-134.mzML ## 2 /usr/local/lib/R/site-library/msdata/sciex/20171016_POOL_POS_1_105-134.mzML ## 3 /usr/local/lib/R/site-library/msdata/sciex/20171016_POOL_POS_1_105-134.mzML ## 4 /usr/local/lib/R/site-library/msdata/sciex/20171016_POOL_POS_1_105-134.mzML ## 5 /usr/local/lib/R/site-library/msdata/sciex/20171016_POOL_POS_1_105-134.mzML ## 6 /usr/local/lib/R/site-library/msdata/sciex/20171016_POOL_POS_1_105-134.mzML ##   centroided smoothed polarity precScanNum precursorMz precursorIntensity ## 1      FALSE       NA        1          NA          NA                 NA ## 2      FALSE       NA        1          NA          NA                 NA ## 3      FALSE       NA        1          NA          NA                 NA ## 4      FALSE       NA        1          NA          NA                 NA ## 5      FALSE       NA        1          NA          NA                 NA ## 6      FALSE       NA        1          NA          NA                 NA ##   precursorCharge collisionEnergy isolationWindowLowerMz ## 1              NA              NA                     NA ## 2              NA              NA                     NA ## 3              NA              NA                     NA ## 4              NA              NA                     NA ## 5              NA              NA                     NA ## 6              NA              NA                     NA ##   isolationWindowTargetMz isolationWindowUpperMz peaksCount totIonCurrent ## 1                      NA                     NA        578        898185 ## 2                      NA                     NA       1529       1037012 ## 3                      NA                     NA       1600       1094971 ## 4                      NA                     NA       1664       1135015 ## 5                      NA                     NA       1417       1106233 ## 6                      NA                     NA       1602       1181489 ##   basePeakMZ basePeakIntensity ionisationEnergy    lowMZ   highMZ mergedScan ## 1   124.0860            154089                0 105.0435 133.9837         NA ## 2   124.0859            182690                0 105.0275 133.9836         NA ## 3   124.0859            196650                0 105.0376 133.9902         NA ## 4   124.0859            203502                0 105.0376 133.9853         NA ## 5   124.0859            191715                0 105.0347 133.9885         NA ## 6   124.0859            213400                0 105.0420 133.9836         NA ##   mergedResultScanNum mergedResultStartScanNum mergedResultEndScanNum ## 1                  NA                       NA                     NA ## 2                  NA                       NA                     NA ## 3                  NA                       NA                     NA ## 4                  NA                       NA                     NA ## 5                  NA                       NA                     NA ## 6                  NA                       NA                     NA ##   injectionTime filterString                             spectrumId ## 1             0         <NA> sample=1 period=1 cycle=1 experiment=1 ## 2             0         <NA> sample=1 period=1 cycle=2 experiment=1 ## 3             0         <NA> sample=1 period=1 cycle=3 experiment=1 ## 4             0         <NA> sample=1 period=1 cycle=4 experiment=1 ## 5             0         <NA> sample=1 period=1 cycle=5 experiment=1 ## 6             0         <NA> sample=1 period=1 cycle=6 experiment=1 ##   ionMobilityDriftTime scanWindowLowerLimit scanWindowUpperLimit new_variable ## 1                   NA                   NA                   NA            1 ## 2                   NA                   NA                   NA            2 ## 3                   NA                   NA                   NA            3 ## 4                   NA                   NA                   NA            4 ## 5                   NA                   NA                   NA            5 ## 6                   NA                   NA                   NA            6 s_mzr@backend@spectraData ## DataFrame with 1862 rows and 26 columns ##      scanIndex acquisitionNum   msLevel  polarity peaksCount totIonCurrent ##      <integer>      <integer> <integer> <integer>  <integer>     <numeric> ## 1            1              1         1         1        578        898185 ## 2            2              2         1         1       1529       1037012 ## 3            3              3         1         1       1600       1094971 ## 4            4              4         1         1       1664       1135015 ## 5            5              5         1         1       1417       1106233 ## ...        ...            ...       ...       ...        ...           ... ## 1858       927            927         1         1       3528        418159 ## 1859       928            928         1         1       3662        429930 ## 1860       929            929         1         1       3442        413427 ## 1861       930            930         1         1       3564        447033 ## 1862       931            931         1         1       3517        441025 ##          rtime basePeakMZ basePeakIntensity ionisationEnergy     lowMZ ##      <numeric>  <numeric>         <numeric>        <numeric> <numeric> ## 1        0.280    124.086            154089                0   105.043 ## 2        0.559    124.086            182690                0   105.028 ## 3        0.838    124.086            196650                0   105.038 ## 4        1.117    124.086            203502                0   105.038 ## 5        1.396    124.086            191715                0   105.035 ## ...        ...        ...               ...              ...       ... ## 1858   258.636    123.090             28544                0   105.008 ## 1859   258.915    123.090             29164                0   105.009 ## 1860   259.194    123.090             28724                0   105.010 ## 1861   259.473    123.091             28743                0   105.012 ## 1862   259.752    123.091             27503                0   105.012 ##         highMZ mergedScan mergedResultScanNum mergedResultStartScanNum ##      <numeric>  <integer>           <integer>                <integer> ## 1      133.984         NA                  NA                       NA ## 2      133.984         NA                  NA                       NA ## 3      133.990         NA                  NA                       NA ## 4      133.985         NA                  NA                       NA ## 5      133.989         NA                  NA                       NA ## ...        ...        ...                 ...                      ... ## 1858   134.000         NA                  NA                       NA ## 1859   134.000         NA                  NA                       NA ## 1860   134.000         NA                  NA                       NA ## 1861   133.998         NA                  NA                       NA ## 1862   133.997         NA                  NA                       NA ##      mergedResultEndScanNum injectionTime filterString             spectrumId ##                   <integer>     <numeric>  <character>            <character> ## 1                        NA             0           NA sample=1 period=1 cy.. ## 2                        NA             0           NA sample=1 period=1 cy.. ## 3                        NA             0           NA sample=1 period=1 cy.. ## 4                        NA             0           NA sample=1 period=1 cy.. ## 5                        NA             0           NA sample=1 period=1 cy.. ## ...                     ...           ...          ...                    ... ## 1858                     NA             0           NA sample=1 period=1 cy.. ## 1859                     NA             0           NA sample=1 period=1 cy.. ## 1860                     NA             0           NA sample=1 period=1 cy.. ## 1861                     NA             0           NA sample=1 period=1 cy.. ## 1862                     NA             0           NA sample=1 period=1 cy.. ##      centroided ionMobilityDriftTime scanWindowLowerLimit scanWindowUpperLimit ##       <logical>            <numeric>            <numeric>            <numeric> ## 1         FALSE                   NA                   NA                   NA ## 2         FALSE                   NA                   NA                   NA ## 3         FALSE                   NA                   NA                   NA ## 4         FALSE                   NA                   NA                   NA ## 5         FALSE                   NA                   NA                   NA ## ...         ...                  ...                  ...                  ... ## 1858      FALSE                   NA                   NA                   NA ## 1859      FALSE                   NA                   NA                   NA ## 1860      FALSE                   NA                   NA                   NA ## 1861      FALSE                   NA                   NA                   NA ## 1862      FALSE                   NA                   NA                   NA ##                 dataStorage             dataOrigin new_variable ##                 <character>            <character>    <integer> ## 1    /usr/local/lib/R/sit.. /usr/local/lib/R/sit..            1 ## 2    /usr/local/lib/R/sit.. /usr/local/lib/R/sit..            2 ## 3    /usr/local/lib/R/sit.. /usr/local/lib/R/sit..            3 ## 4    /usr/local/lib/R/sit.. /usr/local/lib/R/sit..            4 ## 5    /usr/local/lib/R/sit.. /usr/local/lib/R/sit..            5 ## ...                     ...                    ...          ... ## 1858 /usr/local/lib/R/sit.. /usr/local/lib/R/sit..         1858 ## 1859 /usr/local/lib/R/sit.. /usr/local/lib/R/sit..         1859 ## 1860 /usr/local/lib/R/sit.. /usr/local/lib/R/sit..         1860 ## 1861 /usr/local/lib/R/sit.. /usr/local/lib/R/sit..         1861 ## 1862 /usr/local/lib/R/sit.. /usr/local/lib/R/sit..         1862 s_db@backend@localData |> head() ##   new_variable ## 1            1 ## 2            2 ## 3            3 ## 4            4 ## 5            5 ## 6            6 #' Change values in a copy of the variable s_db2 <- s_db rtime(s_db2) <- rtime(s_db2) + 10 #' Retention times of original copy should NOT change rtime(s_db) |> head() ## [1] 0.280 0.559 0.838 1.117 1.396 1.675 rtime(s_db2) |> head() ## [1] 10.280 10.559 10.838 11.117 11.396 11.675 s_db2 <- s_db  #' Cache an existing spectra variable in memory s_db2$rtime <- rtime(s_db2)  microbenchmark(     rtime(s_db),     rtime(s_db2),     times = 17 ) ## Unit: milliseconds ##          expr      min       lq     mean   median       uq      max neval ##   rtime(s_db) 6.867144 6.935762 7.046637 6.957643 7.034997 8.032556    17 ##  rtime(s_db2) 2.967924 3.004833 3.158521 3.054445 3.088198 4.590840    17 #' Remove all peaks with an intensity below 100 s_mem <- filterIntensity(s_mem, intensity = 100)  #' Compare the number of peaks before/after boxplot(list(before = lengths(s_mzr), after = lengths(s_mem)),         ylab = \"number of peaks\") #' Repeast filtering for the two other Spectra objects. s_mzr <- filterIntensity(s_mzr, intensity = 100) s_db <- filterIntensity(s_db, intensity = 100) #' Evaluate that subsetting worked for all. median(lengths(s_mem)) ## [1] 433 median(lengths(s_mzr)) ## [1] 433 median(lengths(s_db)) ## [1] 433 #' Show the processing queue. s_db@processingQueue ## [[1]] ## Object of class \"ProcessingStep\" ##  Function: user-provided function ##  Arguments: ##   o intensity = 100Inf ##   o msLevel = 1 #' Access a processing step's function s_db@processingQueue[[1L]]@FUN ## function (x, spectrumMsLevel, intensity = c(0, Inf), msLevel = spectrumMsLevel,  ##     ...)  ## { ##     if (!spectrumMsLevel %in% msLevel || !length(x))  ##         return(x) ##     x[which(between(x[, \"intensity\"], intensity)), , drop = FALSE] ## } ## <bytecode: 0x55a2b582b590> ## <environment: namespace:Spectra> #' Access the parameters for that function s_db@processingQueue[[1L]]@ARGS ## $intensity ## [1] 100 Inf ##  ## $msLevel ## [1] 1 #' Access intensity values and extract those of the 1st spectrum. intensity(s_db)[[1L]] ##   [1]    412    412    412    412    412    412    412    412    412   1237 ##  [11]    412    412    412    412    412    412    412    412    412    412 ##  [21]    412    412    824    412    412    412    412    412    412    412 ##  [31]    412    412    412    412    412    412   1237    412    412    412 ##  [41]    412    412    412    412    412    412    412    412    412    412 ##  [51]    824    412    412    412    412    412    412    412    824   1649 ##  [61]   2061   1237    412    412    412    412    412    412   2061   7008 ##  [71]  17727  22674  23910  12780   6184   3710   2061   1237    412    412 ##  [81]    412   1662    412   1258    861    854    845    873    842    412 ##  [91]    860   1307    882    442  12347  55349 132662 154089 115667  76817 ## [101]  41233  26904  11577   6155   2650   3966    872    461    461    433 ## [111]    412    442    430    461    412    412    412    412    412    426 ## [121]    449    412    412    824    412    412    433    412    412    412 ## [131]    412    412   1684    412    412    412   1649   1649   2061   1649 ## [141]   4947   6184   9482  10718   5359   2886   1649   1649   1237    412 ## [151]    412    412    412    412    412    412    412    412    412    412 ## [161]    412    412    412    412    412    412    412    412    412    412 ## [171]    412    412    412    412    412    412    412    412    412    412 ## [181]    412    412    412    412    412    412    412    412    412    412 ## [191]    412    412    412    412    824    412    412    412    412    412 ## [201]    412    412    412    412    412    412    412    824    412    412 ## [211]    412    412    412    412    412    412    412    412    412    412 ## [221]    412    824    824   1237   1649    824    412    412    412    412 ## [231]    824    412    824   1237    412    412    412    412    412    412 ## [241]    412    412    412    412    412    412    412 #' Compare applying the processing queue to either 10 spectra or the #' full set of spectra. microbenchmark(     intensity(s_mem[1:10]),     intensity(s_mem)[1:10],     times = 7) ## Unit: milliseconds ##                    expr       min        lq       mean     median         uq ##  intensity(s_mem[1:10])  3.542345  3.699177   3.906552   3.882108   3.977156 ##  intensity(s_mem)[1:10] 99.563948 99.721442 103.931024 100.194454 108.821023 ##         max neval ##    4.568749     7 ##  110.673833     7 #' Define a function that scales intensities scale_sum <- function(x, ...) {     x[, \"intensity\"] <- x[, \"intensity\"] / sum(x[, \"intensity\"], na.rm = TRUE)     x }  #' Add this function to the processing queue s_mem <- addProcessing(s_mem, scale_sum) s_mzr <- addProcessing(s_mzr, scale_sum) s_db <- addProcessing(s_db, scale_sum) sum(intensity(s_mem)) |> head() ## [1] 1 1 1 1 1 1 sum(intensity(s_mzr)) |> head() ## [1] 1 1 1 1 1 1 sum(intensity(s_db)) |> head() ## [1] 1 1 1 1 1 1 #' Restore the Spectra object to its initial state. s_db <- reset(s_db) median(lengths(s_db)) ## [1] 1547 sum(intensity(s_db)) |> head() ## [1]  898185 1037012 1094971 1135015 1106233 1181489"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"implementing-your-own-msbackend","dir":"Articles","previous_headings":"Workshop","what":"Implementing your own MsBackend","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"New backends Spectra extend MsBackend class implement methods defined infrastructure. Extending classes, MsBackendMemory MsBackendCached can help reducing number methods concepts needed implement. detailed example description provided Creating new MsBackend classes vignette - otherwise: open issue Spectra github repo. Add following code testthat.R file ensure compliance MsBackend definition:","code":"test_suite <- system.file(\"test_backends\", \"test_MsBackend\",                         package = \"Spectra\")  #' Assign an instance of the developed `MsBackend` to variable `be`. be <- my_be test_dir(test_suite, stop_on_failure = TRUE)"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"final-words","dir":"Articles","previous_headings":"Workshop","what":"Final words","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"designed support large data sets. easily extendable. support variety MS data file formats data representations. caching mechanism processing queue allow data analysis also read-data resources.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-backends.html","id":"acknowledgments","dir":"Articles","previous_headings":"","what":"Acknowledgments","title":"Spectra: an expandable infrastructure to handle mass spectrometry data","text":"Thank Philippine Louail fixing typos suggesting improvements.","code":""},{"path":[]},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-matching-with-MetaboAnnotation.html","id":"introduction","dir":"Articles","previous_headings":"Overview","what":"Introduction","title":"MS/MS Spectra Matching with the `MetaboAnnotation` Package","text":"Spectra package provides functionality required annotation identification workflows untargeted LC-MS/MS data, , flexible customizable, might cumbersome beginners analysts accustomed R. fill gap developed MetaboAnnotation package builds upon Spectra provides functions annotation LC-MS LC-MS/MS data sets tailored towards less experienced R user (Rainer et al. 2022).","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-matching-with-MetaboAnnotation.html","id":"convenient-spectra-matching-using-metaboannotation","dir":"Articles","previous_headings":"Overview","what":"Convenient spectra matching using MetaboAnnotation","title":"MS/MS Spectra Matching with the `MetaboAnnotation` Package","text":"example use case match experimental MS2 spectra DDA experiment pesticide mix reference spectra MassBank. load experimental data file distributed via msdata R package. next restrict data set MS2 spectra addition clean spectra removing peaks spectrum intensity lower 5% largest peak intensity spectrum. Finally, single-peak spectra removed. leads data set consisting 2451 spectra. next connect MassBank database (running within docker image) create Spectra object representing data. Alternatively, MySQL database system available tutorial can run within docker, SQLite database version MassBank data (format required MsBackendMassbankSql available . downloading database MassbankSql-2021-03.db current R workspace, resource can loaded : now directly calculate similarities 2451 experimental (query) MS2 spectra 86576 MassBank reference (target) spectra using compareSpectra method, computationally intense similarity score calculated query target spectrum. alternative use matchSpectra function MetaboAnnotation package allows restrict similarity calculations query target spectra similar m/z precursor ion similar retention time. create CompareSpectraParam object setting parameter requirePrecursor = TRUE (restrict similarity calculations query target spectra similar precursor m/z) ppm = 10 (m/z difference query target precursor within 10 ppm). Parameter THRESHFUN enables define threshold function defines spectra considered matching. function used MS2 spectra similarity (calculated default dotproduct function) larger equal 0.8 considered matching. next call matchSpectra parameter object pass pest mbank query target Spectra, respectively. takes approximately 1 minute complete, tremendously fast, still much faster pairwise comparison query target spectra . result get MatchedSpectra object contains query target spectra well matching result (.e. information query spectrum matches target spectrum based similarity score). can use query target functions access query target Spectra objects matches extract matching information. display first 6 rows matrix. Functions whichQuery whichTarget return (unique) indices query target spectra matched. can see query spectra (29 2451 spectra) matched. part large proportion spectra MassBank precursor m/z available requirePrecursor = TRUE considered similarity calculation. Setting requirePrecursor = FALSE calculate similarity spectra (even missing precursor information) calculations can take several hours. MatchedSpectra object inherits much functionality Spectra object. spectraVariables returns example available spectra variables, query well target Spectra. variable names latter prefixed target_ discriminate variable names query. can access spectra individual variables using $ variable name, multiple variables spectraData function. extract retention time, precursor m/z query spectrum, precursor m/z target spectrum well similarity score object using spectraData function. returned DataFrame contains matching information full data set, .e. query spectrum hence, returns NA values query spectra matched target spectrum. Note also query spectra matching multiple target spectra represented multiple rows (one matching target spectrum). ’re interested query spectra match found thus subset MatchedSpectra query spectra matching target spectrum. Subsetting MatchedSpectra always relative query, .e. subsetting object index 4 restrict object matching results 4th query spectrum. now extract matching information subsetting: can also return compound names matching spectra. matchSpectra enables thus perform convenient spectra matching MS data represented Spectra objects. result, MatchedSpectra object returned , addition matching results, contains also query target spectra. Pre-filtering spectra prior actual spectra similarity calculation can reduce running time matchSpectra call might also miss potential matches. Note addition precursor m/z-based pre-filter also retention time pre-filtering available (see ?matchSpectra information). Also, advanced matching approach available MatchForwardReverseParam calculates addition forward score also reverse similarity match.","code":"library(Spectra) library(pander)  #' Load the pesticide mix data fl <- system.file(\"TripleTOF-SWATH\", \"PestMix1_DDA.mzML\", package = \"msdata\") pest <- Spectra(fl) #' restrict to MS2 data and remove intensities with intensity lower 5% pest <- filterMsLevel(pest, msLevel = 2L)  #' Remove peaks with an intensity below 5% or the spectra's BPC low_int <- function(x, ...) {     x > max(x, na.rm = TRUE) * 0.05 } pest <- filterIntensity(pest, intensity = low_int)  #' Remove peaks with a single peak pest <- pest[lengths(pest) > 1] library(RMariaDB) library(MsBackendMassbank)  #' Connect to the MassBank MySQL database con <- dbConnect(MariaDB(), user = \"massbank\", dbname = \"MassBank\",                  host = \"localhost\", pass = \"massbank\") mbank <- Spectra(con, source = MsBackendMassbankSql()) ## Alternative to the MySQL server - assuming the SQLite database was ## stored to the R working directory. library(RSQLite) library(MsBackendMassbank) con <- dbConnect(SQLite(), \"MassbankSql-2021-03.db\") mbank <- Spectra(con, source = MsBackendMassbankSql()) library(MetaboAnnotation) prm <- CompareSpectraParam(ppm = 10, requirePrecursor = TRUE,                            THRESHFUN = function(x) which(x >= 0.8)) mtch <- matchSpectra(pest, mbank, param = prm) mtch ## Object of class MatchedSpectra  ## Total number of matches: 78  ## Number of query objects: 2451 (29 matched) ## Number of target objects: 86576 (47 matched) head(matches(mtch)) ##   query_idx target_idx     score ## 1       163      31941 0.9264249 ## 2       163      32022 0.9264249 ## 3       163      32214 0.9264249 ## 4       163      32508 0.9264249 ## 5       163      32667 0.9264249 ## 6       163      32900 0.9264249 whichQuery(mtch) ##  [1]  163  320  420  433  493  496  497  571  682  685  686  805  806  809  810 ## [16]  819  829  983 1095 1454 1457 1706 1830 1834 1839 1906 2047 2048 2050 sum(is.na(precursorMz(mbank))) ## [1] 24498 spectraVariables(mtch) ##  [1] \"msLevel\"                        \"rtime\"                          ##  [3] \"acquisitionNum\"                 \"scanIndex\"                      ##  [5] \"dataStorage\"                    \"dataOrigin\"                     ##  [7] \"centroided\"                     \"smoothed\"                       ##  [9] \"polarity\"                       \"precScanNum\"                    ## [11] \"precursorMz\"                    \"precursorIntensity\"             ## [13] \"precursorCharge\"                \"collisionEnergy\"                ## [15] \"isolationWindowLowerMz\"         \"isolationWindowTargetMz\"        ## [17] \"isolationWindowUpperMz\"         \"peaksCount\"                     ## [19] \"totIonCurrent\"                  \"basePeakMZ\"                     ## [21] \"basePeakIntensity\"              \"ionisationEnergy\"               ## [23] \"lowMZ\"                          \"highMZ\"                         ## [25] \"mergedScan\"                     \"mergedResultScanNum\"            ## [27] \"mergedResultStartScanNum\"       \"mergedResultEndScanNum\"         ## [29] \"injectionTime\"                  \"filterString\"                   ## [31] \"spectrumId\"                     \"ionMobilityDriftTime\"           ## [33] \"scanWindowLowerLimit\"           \"scanWindowUpperLimit\"           ## [35] \"target_msLevel\"                 \"target_rtime\"                   ## [37] \"target_acquisitionNum\"          \"target_scanIndex\"               ## [39] \"target_dataStorage\"             \"target_dataOrigin\"              ## [41] \"target_centroided\"              \"target_smoothed\"                ## [43] \"target_polarity\"                \"target_precScanNum\"             ## [45] \"target_precursorMz\"             \"target_precursorIntensity\"      ## [47] \"target_precursorCharge\"         \"target_collisionEnergy\"         ## [49] \"target_isolationWindowLowerMz\"  \"target_isolationWindowTargetMz\" ## [51] \"target_isolationWindowUpperMz\"  \"target_spectrum_id\"             ## [53] \"target_spectrum_name\"           \"target_date\"                    ## [55] \"target_authors\"                 \"target_license\"                 ## [57] \"target_copyright\"               \"target_publication\"             ## [59] \"target_splash\"                  \"target_compound_id\"             ## [61] \"target_adduct\"                  \"target_ionization\"              ## [63] \"target_ionization_voltage\"      \"target_fragmentation_mode\"      ## [65] \"target_collision_energy_text\"   \"target_instrument\"              ## [67] \"target_instrument_type\"         \"target_formula\"                 ## [69] \"target_exactmass\"               \"target_smiles\"                  ## [71] \"target_inchi\"                   \"target_inchikey\"                ## [73] \"target_cas\"                     \"target_pubchem\"                 ## [75] \"target_synonym\"                 \"target_precursor_mz_text\"       ## [77] \"target_compound_name\"           \"score\" spectraData(mtch, c(\"rtime\", \"precursorMz\", \"target_precursorMz\", \"score\")) ## DataFrame with 2500 rows and 4 columns ##          rtime precursorMz target_precursorMz     score ##      <numeric>   <numeric>          <numeric> <numeric> ## 1        7.216    137.9639                 NA        NA ## 2       13.146     56.9419                 NA        NA ## 3       13.556     89.9449                 NA        NA ## 4       23.085    207.0294                 NA        NA ## 5       27.385    121.0990                 NA        NA ## ...        ...         ...                ...       ... ## 2496   895.182    137.9850                 NA        NA ## 2497   895.472     56.0495                 NA        NA ## 2498   896.252    142.9611                 NA        NA ## 2499   896.662     53.0129                 NA        NA ## 2500   898.602     91.5022                 NA        NA mtch <- mtch[whichQuery(mtch)] spectraData(mtch, c(\"rtime\", \"precursorMz\", \"target_precursorMz\", \"score\")) ## DataFrame with 78 rows and 4 columns ##         rtime precursorMz target_precursorMz     score ##     <numeric>   <numeric>          <numeric> <numeric> ## 1     173.184     305.156            305.157  0.926425 ## 2     173.184     305.156            305.157  0.926425 ## 3     173.184     305.156            305.157  0.926425 ## 4     173.184     305.156            305.157  0.926425 ## 5     173.184     305.156            305.157  0.926425 ## ...       ...         ...                ...       ... ## 74    527.419     279.156            279.159  0.814331 ## 75    527.419     279.156            279.159  0.822396 ## 76    570.096     373.039            373.041  0.934031 ## 77    570.506     373.042            373.041  0.888829 ## 78    570.825     373.040            373.041  0.827892 pandoc.table(style = \"rmarkdown\",     as.data.frame(spectraData(mtch, c(\"rtime\", \"target_compound_name\",                                       \"score\"))))"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-matching-with-MetaboAnnotation.html","id":"ms2-spectra-matching-in-an-xcms-workflow","dir":"Articles","previous_headings":"Overview","what":"MS2 spectra matching in an xcms workflow","title":"MS/MS Spectra Matching with the `MetaboAnnotation` Package","text":"LC-MS/MS-based untargeted metabolomics (small compound mass spectrometry experiments general) quantification compounds performed MS1 MS2 data used identification features. Quantification MS1 data requires chromatographic peak detection step can performed using functionality xcms package. load thus xcms package import full MS data using readMSData function. next perform chromatographic peak detection using centWave algorithm (see LC-MS/MS data analysis xcms vignette xcms package details chromatographic peak detection settings). total 99 chromatographic peaks identified. display first 6 . can now extract MS2 spectra chromatographic peak chromPeakSpectra function. function identifies MS2 spectra recorded instrument retention time within retention time precursor m/z within m/z boundaries chromatographic peak. setting return.type = \"Spectra\" ensure data returned newer Spectra format hence enabling simplified spectra matching functionality presented . Spectra variable peak_id contains identified chromatographic peak (.e. row name chromPeaks). next, like previous section, clean spectra removing peaks intensity 5% largest peak intensity per spectrum removing spectra single peak. addition scale also intensities within MS2 spectrum replacing intensities relative maximum peak intensity (see information). addition query spectra, also normalize MassBank spectra way. Next perform now spectra matching parameters previous section. , restrict MatchedSpectra query spectra matched. table lists compound names matching spectra chromatographic peaks. can also directly plot matching (query target) spectra using plotSpectraMirror function subsetting MatchedSpectra object query spectrum interest. plot third query spectrum matching target spectra.  Summarizing, chromPeakSpectra featureSpectra functions, xcms allows return MS data Spectra objects enables, shown simple example, perform MS2 spectra matching using Spectra well MetaboAnnotation packages hence simplifying MS/MS-based annotation LC-MS features xcms.","code":"library(xcms) pest_all <- readMSData(fl, mode = \"onDisk\") cwp <- CentWaveParam(snthresh = 5, noise = 100, ppm = 10,                      peakwidth = c(3, 30)) pest_all <- findChromPeaks(pest_all, param = cwp) head(chromPeaks(pest_all)) ##            mz    mzmin    mzmax      rt   rtmin   rtmax       into      intb ## CP01 142.9926 142.9921 142.9931 130.615 125.856 134.241  1113.8028  1106.229 ## CP02 221.0918 221.0906 221.0925 240.897 236.657 246.984   756.6935   744.779 ## CP03 220.0985 220.0978 220.0988 240.897 237.187 246.327  2060.5921  2052.549 ## CP04 219.0957 219.0950 219.0962 241.018 236.253 246.327 15172.6662 15133.811 ## CP05 153.0659 153.0655 153.0663 330.591 325.373 334.400  2148.7134  2141.943 ## CP06 235.1447 235.1441 235.1454 330.591 326.431 334.400  2836.2675  2829.627 ##           maxo  sn sample ## CP01  346.7006 102      1 ## CP02  212.5239  21      1 ## CP03  585.3036 151      1 ## CP04 4877.1162 367      1 ## CP05  784.9196 114      1 ## CP06 1006.9720 110      1 pest_ms2 <- chromPeakSpectra(pest_all, return.type = \"Spectra\") pest_ms2 ## MSn data (Spectra) with 158 spectra in a MsBackendMzR backend: ##            msLevel     rtime scanIndex ##          <integer> <numeric> <integer> ## F1.S1000         2   128.237      1000 ## F1.S1008         2   128.737      1008 ## F1.S1023         2   129.857      1023 ## F1.S1812         2   237.869      1812 ## F1.S1846         2   241.299      1846 ## ...            ...       ...       ... ## F1.S5115         2   575.255      5115 ## F1.S5272         2   596.584      5272 ## F1.S5236         2   592.424      5236 ## F1.S5266         2   596.054      5266 ## F1.S7344         2   873.714      7344 ##  ... 38 more variables/columns. ##  ## file(s): ## PestMix1_DDA.mzML pest_ms2$peak_id ##   [1] \"CP01\" \"CP01\" \"CP01\" \"CP04\" \"CP04\" \"CP05\" \"CP05\" \"CP06\" \"CP06\" \"CP08\" ##  [11] \"CP08\" \"CP11\" \"CP11\" \"CP12\" \"CP12\" \"CP13\" \"CP13\" \"CP13\" \"CP13\" \"CP14\" ##  [21] \"CP14\" \"CP14\" \"CP14\" \"CP18\" \"CP22\" \"CP22\" \"CP22\" \"CP22\" \"CP22\" \"CP25\" ##  [31] \"CP25\" \"CP25\" \"CP25\" \"CP25\" \"CP26\" \"CP26\" \"CP26\" \"CP26\" \"CP26\" \"CP26\" ##  [41] \"CP33\" \"CP33\" \"CP34\" \"CP34\" \"CP34\" \"CP34\" \"CP34\" \"CP35\" \"CP35\" \"CP35\" ##  [51] \"CP35\" \"CP35\" \"CP36\" \"CP41\" \"CP41\" \"CP41\" \"CP42\" \"CP42\" \"CP42\" \"CP42\" ##  [61] \"CP42\" \"CP44\" \"CP44\" \"CP46\" \"CP46\" \"CP46\" \"CP46\" \"CP47\" \"CP47\" \"CP47\" ##  [71] \"CP48\" \"CP48\" \"CP48\" \"CP50\" \"CP51\" \"CP51\" \"CP51\" \"CP52\" \"CP52\" \"CP52\" ##  [81] \"CP53\" \"CP53\" \"CP53\" \"CP53\" \"CP53\" \"CP57\" \"CP57\" \"CP57\" \"CP57\" \"CP57\" ##  [91] \"CP59\" \"CP59\" \"CP60\" \"CP60\" \"CP61\" \"CP61\" \"CP63\" \"CP63\" \"CP63\" \"CP63\" ## [101] \"CP64\" \"CP64\" \"CP64\" \"CP64\" \"CP64\" \"CP65\" \"CP66\" \"CP66\" \"CP66\" \"CP66\" ## [111] \"CP67\" \"CP67\" \"CP67\" \"CP69\" \"CP69\" \"CP69\" \"CP71\" \"CP71\" \"CP71\" \"CP71\" ## [121] \"CP72\" \"CP72\" \"CP72\" \"CP73\" \"CP81\" \"CP81\" \"CP81\" \"CP81\" \"CP82\" \"CP82\" ## [131] \"CP82\" \"CP85\" \"CP85\" \"CP88\" \"CP88\" \"CP89\" \"CP89\" \"CP89\" \"CP90\" \"CP90\" ## [141] \"CP90\" \"CP91\" \"CP91\" \"CP91\" \"CP93\" \"CP93\" \"CP93\" \"CP93\" \"CP93\" \"CP93\" ## [151] \"CP94\" \"CP94\" \"CP94\" \"CP94\" \"CP95\" \"CP98\" \"CP98\" \"CP99\" #' Remove peaks with an intensity below 5% pest_ms2 <- filterIntensity(pest_ms2, intensity = low_int)  #' Remove peaks with a single peak pest_ms2 <- pest_ms2[lengths(pest_ms2) > 1] #' Define a function to *normalize* the intensities norm_int <- function(x, ...) {     maxint <- max(x[, \"intensity\"], na.rm = TRUE)     x[, \"intensity\"] <- 100 * x[, \"intensity\"] / maxint     x } #' *Apply* the function to the data pest_ms2 <- addProcessing(pest_ms2, norm_int) mbank <- addProcessing(mbank, norm_int) pest_match <- matchSpectra(pest_ms2, mbank, param = prm) pest_match ## Object of class MatchedSpectra  ## Total number of matches: 31  ## Number of query objects: 155 (7 matched) ## Number of target objects: 86576 (19 matched) pest_match <- pest_match[whichQuery(pest_match)] pandoc.table(     style = \"rmarkdown\",     as.data.frame(spectraData(pest_match, c(\"peak_id\", \"rtime\",                                             \"target_compound_name\")))) plotSpectraMirror(pest_match[3])"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/Spectra-matching-with-MetaboAnnotation.html","id":"session-information","dir":"Articles","previous_headings":"","what":"Session information","title":"MS/MS Spectra Matching with the `MetaboAnnotation` Package","text":"","code":"sessionInfo() ## R version 4.3.2 (2023-10-31) ## Platform: x86_64-pc-linux-gnu (64-bit) ## Running under: Ubuntu 22.04.3 LTS ##  ## Matrix products: default ## BLAS:   /usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3  ## LAPACK: /usr/lib/x86_64-linux-gnu/openblas-pthread/libopenblasp-r0.3.20.so;  LAPACK version 3.10.0 ##  ## locale: ##  [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C               ##  [3] LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8     ##  [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8    ##  [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                  ##  [9] LC_ADDRESS=C               LC_TELEPHONE=C             ## [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C        ##  ## time zone: Etc/UTC ## tzcode source: system (glibc) ##  ## attached base packages: ## [1] stats4    stats     graphics  grDevices utils     datasets  methods   ## [8] base      ##  ## other attached packages: ##  [1] xcms_4.0.0               MSnbase_2.28.1           mzR_2.36.0               ##  [4] Rcpp_1.0.11              Biobase_2.62.0           MetaboAnnotation_1.6.1   ##  [7] MsBackendMassbank_1.11.1 RMariaDB_1.3.1           pander_0.6.5             ## [10] Spectra_1.12.0           ProtGenerics_1.34.0      BiocParallel_1.36.0      ## [13] S4Vectors_0.40.2         BiocGenerics_0.48.1      BiocStyle_2.30.0         ##  ## loaded via a namespace (and not attached): ##   [1] splines_4.3.2                 later_1.3.1                   ##   [3] bitops_1.0-7                  filelock_1.0.2                ##   [5] tibble_3.2.1                  preprocessCore_1.64.0         ##   [7] XML_3.99-0.16                 lifecycle_1.0.4               ##   [9] doParallel_1.0.17             rprojroot_2.0.4               ##  [11] lattice_0.22-5                MASS_7.3-60                   ##  [13] MultiAssayExperiment_1.28.0   magrittr_2.0.3                ##  [15] limma_3.58.1                  sass_0.4.7                    ##  [17] rmarkdown_2.25                jquerylib_0.1.4               ##  [19] yaml_2.3.7                    httpuv_1.6.12                 ##  [21] MsCoreUtils_1.14.1            DBI_1.1.3                     ##  [23] RColorBrewer_1.1-3            lubridate_1.9.3               ##  [25] abind_1.4-5                   zlibbioc_1.48.0               ##  [27] GenomicRanges_1.54.1          purrr_1.0.2                   ##  [29] AnnotationFilter_1.26.0       RCurl_1.98-1.13               ##  [31] rappdirs_0.3.3                GenomeInfoDbData_1.2.11       ##  [33] IRanges_2.36.0                pkgdown_2.0.7                 ##  [35] ncdf4_1.22                    codetools_0.2-19              ##  [37] CompoundDb_1.6.0              DelayedArray_0.28.0           ##  [39] DT_0.30                       xml2_1.3.6                    ##  [41] tidyselect_1.2.0              matrixStats_1.1.0             ##  [43] BiocFileCache_2.10.1          base64enc_0.1-3               ##  [45] jsonlite_1.8.8                multtest_2.58.0               ##  [47] ellipsis_0.3.2                survival_3.5-7                ##  [49] iterators_1.0.14              systemfonts_1.0.5             ##  [51] foreach_1.5.2                 tools_4.3.2                   ##  [53] progress_1.2.2                ragg_1.2.6                    ##  [55] glue_1.6.2                    gridExtra_2.3                 ##  [57] SparseArray_1.2.2             xfun_0.41                     ##  [59] MatrixGenerics_1.14.0         GenomeInfoDb_1.38.1           ##  [61] dplyr_1.1.4                   BiocManager_1.30.22           ##  [63] fastmap_1.1.1                 fansi_1.0.5                   ##  [65] digest_0.6.33                 timechange_0.2.0              ##  [67] R6_2.5.1                      mime_0.12                     ##  [69] textshaping_0.3.7             colorspace_2.1-0              ##  [71] rsvg_2.6.0                    RSQLite_2.3.3                 ##  [73] utf8_1.2.4                    generics_0.1.3                ##  [75] robustbase_0.99-1             prettyunits_1.2.0             ##  [77] httr_1.4.7                    htmlwidgets_1.6.3             ##  [79] S4Arrays_1.2.0                pkgconfig_2.0.3               ##  [81] gtable_0.3.4                  blob_1.2.4                    ##  [83] impute_1.76.0                 MassSpecWavelet_1.68.0        ##  [85] XVector_0.42.0                htmltools_0.5.7               ##  [87] MALDIquant_1.22.1             clue_0.3-65                   ##  [89] scales_1.3.0                  png_0.1-8                     ##  [91] knitr_1.45                    MetaboCoreUtils_1.10.0        ##  [93] rjson_0.2.21                  curl_5.1.0                    ##  [95] cachem_1.0.8                  stringr_1.5.1                 ##  [97] BiocVersion_3.18.1            parallel_4.3.2                ##  [99] AnnotationDbi_1.64.1          mzID_1.40.0                   ## [101] vsn_3.70.0                    desc_1.4.2                    ## [103] pillar_1.9.0                  grid_4.3.2                    ## [105] vctrs_0.6.5                   MsFeatures_1.10.0             ## [107] RANN_2.6.1                    pcaMethods_1.94.0             ## [109] promises_1.2.1                dbplyr_2.4.0                  ## [111] xtable_1.8-4                  cluster_2.1.6                 ## [113] evaluate_0.23                 cli_3.6.1                     ## [115] compiler_4.3.2                rlang_1.1.2                   ## [117] crayon_1.5.2                  QFeatures_1.12.0              ## [119] ChemmineR_3.54.0              affy_1.80.0                   ## [121] plyr_1.8.9                    fs_1.6.3                      ## [123] stringi_1.8.2                 munsell_0.5.0                 ## [125] Biostrings_2.70.1             lazyeval_0.2.2                ## [127] Matrix_1.6-4                  hms_1.1.3                     ## [129] MsExperiment_1.4.0            bit64_4.0.5                   ## [131] ggplot2_3.4.4                 KEGGREST_1.42.0               ## [133] statmod_1.5.0                 shiny_1.8.0                   ## [135] highr_0.10                    SummarizedExperiment_1.32.0   ## [137] interactiveDisplayBase_1.40.0 AnnotationHub_3.10.0          ## [139] igraph_1.5.1                  memoise_2.0.1                 ## [141] affyio_1.72.0                 bslib_0.6.1                   ## [143] DEoptimR_1.1-3                bit_4.0.5"},{"path":[]},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"description","dir":"Articles","previous_headings":"Overview","what":"Description","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"Mass spectrometry (MS) data key technology modern proteomics metabolomics experiments. Due continuous improvements MS instrumentation, generated data can easily become large. Also, additional resources MS data exist, spectra libraries databases, specific file formats database systems sometimes support manipulations original data. Learning experiences MSnbase Bioconductor package, Spectra package developed provide even flexible expandable infrastructure MS data R. package implements clear separation user interface code provide, store import MS data. latter defined MsBackend interface allows implementation data type, format storage-dependent backends. Backends can thus implemented specific file types data resources different ways represent MS data (e.g. memory -disk data representations described (Gatto, Gibb, Rainer 2020)). also supposed interchangeable hence allowing user switch backends without affecting analysis. enable processing also large MS data sets, data manipulations default directly applied data cached lazy evaluation queue allows analyses also read-data representations. workshop shows expandability new infrastructure enable seamless integration analysis MS data variety input formats. illustrated simple comparison matching experimental MS2 spectra public spectral databases export data format commonly used exchange MS2 data.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"pre-requisites","dir":"Articles","previous_headings":"Overview","what":"Pre-requisites","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"Basic familiarity R Bioconductor. Basic understanding Mass Spectrometry (MS) data.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"installation-and-participation","dir":"Articles","previous_headings":"Overview","what":"Installation and Participation","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"Get docker image tutorial docker pull jorainer/spectra_tutorials:latest. Start docker using Enter http://localhost:8787 web browser log username rstudio password bioc. Open R-markdown file (vignettes/analyzing-MS-data--different-sources--Spectra.Rmd) RStudio server version web browser evaluate R code blocks.","code":"docker run \\     -e PASSWORD=bioc \\     -p 8787:8787 \\     jorainer/spectra_tutorials:latest"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"rbioconductor-packages-used","dir":"Articles","previous_headings":"Overview","what":"R/Bioconductor packages used","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"Spectra MsCoreUtils MsBackendMgf MsBackendMassbank CompoundDb","code":""},{"path":[]},{"path":[]},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"learning-goals","dir":"Articles","previous_headings":"Overview > Workshop goals and objectives","what":"Learning goals","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"Understand import MS data R. Understand basic concept backends Spectra can used work MS data various sources.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"learning-objectives","dir":"Articles","previous_headings":"Overview > Workshop goals and objectives","what":"Learning objectives","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"Import export MS data Spectra. Integrate MS data different resources MS data analysis workflow. Apply different data manipulations MS data represented Spectra object. Use Spectra perform spectra comparisons R.","code":""},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"lc-msms-in-a-nutshell","dir":"Articles","previous_headings":"Workshop","what":"LC-MS/MS in a nutshell","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"Mass spectrometry (MS) instruments measure mass--charge ratios (m/z) abundances ions. resulting m/z intensity values stored/represented spectrum. compounds charged, need ionized first (e.g. electro spray ionization (ESI)). MS usually combined another separation technique, liquid chromatography (LC). adds another dimension data: retention time (rt). LC-MS data represented multiple spectra, spectrum retention time. LC-MS measure features characterized m/z retention time - still don’t know molecule actually measured. Create addition fragment (MS/MS) spectra ions get information structure. Commonly used method: collision induced dissociation (CID). collision chamber filled e.g. N2, ions get fragmented spectrum fragments recorded (Steckel Schlosser 2019). Comparing matching fragment spectra reference helps identifying compound.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"the-spectra-package","dir":"Articles","previous_headings":"Workshop","what":"The Spectra package","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"Purpose: provide expandable, well tested user-friendly infrastructure mass spectrometry (MS) data. Design: separation user interface (functions) code provide, store read MS data. Advantage: support different ways store handle data without affecting user functionality: functionality Spectra object independent data , either -memory, -disk, locally remote. Expandable: implementation additional backend classes (extending MsBackend virtual class) possible add support additional input file formats data representations without needing change Spectra package object. workshop : import MS data mzML files, select MS2 spectra certain compound, compare match MS2 spectra reference MS2 spectra public database, annotate spectra export file MGF format.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"ms-data-import-and-handling","dir":"Articles","previous_headings":"Workshop","what":"MS data import and handling","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"import MS data mzML files provided within package. files contain MSn data mix 8 standard compounds (added either water pool human serum samples) measured HILIC-based LC-MS/MS setup. MS2 data generated data dependent acquisition using collision energy 20eV. data import representation experimental data use MsBackendMzR backend supports import (export) data common raw mass spectrometry file formats (.e. mzML, mzXML CDF). MS data now represented Spectra object, can thought data.frame rows individual spectra columns spectra variables (\"rtime\", .e. retention time). spectraVariables function lists available variables within Spectra object. spectra variable can accessed either via $ name using dedicated access function (preferred way). extract retention times first spectra using either $rtime function rtime. Spectra object contains information total 1578 spectra 2 mzML files. using MsBackendMzR backend, general information spectrum kept memory resulting low memory footprint. spectra’s m/z intensity values can accessed mz intensity functions also peaksData function returns list numeric matrices m/z intensity values. using MsBackendMzR backend, retrieved demand original data files time functions called. can also load full data memory changing backend MsBackendMzR MsBackendDataFrame. affect way use Spectra object : operations functions available, independently way data stored (.e. backend used). size Spectra object now larger, since full data loaded memory. subset Spectra objects, can use either [ one many available filter* functions (usually efficient [). subset sps_all arbitrary spectra simply using: workshop, next want identify experimental data MS2 spectra generated ion matches m/z [M+H]+ ion metabolite cystine (one standards added sample mix measured present experimental data). thus use filterPrecursorMzValues function subset data MS2 spectra matching m/z (accepting difference m/z 10 parts-per-million (ppm)). total 6 spectra matched target precursor m/z.","code":"library(Spectra)  #' Define the input files fls <- dir(system.file(\"mzML\", package = \"SpectraTutorials\"),            full.names = TRUE)  #' Import the data sps_all <- Spectra(fls, source = MsBackendMzR()) #' List all available spectra variables (attributes) spectraVariables(sps_all) ##  [1] \"msLevel\"                  \"rtime\"                    ##  [3] \"acquisitionNum\"           \"scanIndex\"                ##  [5] \"dataStorage\"              \"dataOrigin\"               ##  [7] \"centroided\"               \"smoothed\"                 ##  [9] \"polarity\"                 \"precScanNum\"              ## [11] \"precursorMz\"              \"precursorIntensity\"       ## [13] \"precursorCharge\"          \"collisionEnergy\"          ## [15] \"isolationWindowLowerMz\"   \"isolationWindowTargetMz\"  ## [17] \"isolationWindowUpperMz\"   \"peaksCount\"               ## [19] \"totIonCurrent\"            \"basePeakMZ\"               ## [21] \"basePeakIntensity\"        \"ionisationEnergy\"         ## [23] \"lowMZ\"                    \"highMZ\"                   ## [25] \"mergedScan\"               \"mergedResultScanNum\"      ## [27] \"mergedResultStartScanNum\" \"mergedResultEndScanNum\"   ## [29] \"injectionTime\"            \"filterString\"             ## [31] \"spectrumId\"               \"ionMobilityDriftTime\"     ## [33] \"scanWindowLowerLimit\"     \"scanWindowUpperLimit\" #' Access the spectras' retention time sps_all$rtime |> head() ## [1] 0.273 0.570 0.873 1.183 1.491 1.798 rtime(sps_all) |> head() ## [1] 0.273 0.570 0.873 1.183 1.491 1.798 print(object.size(sps_all), units = \"MB\") ## 0.4 Mb ## Show the first 6 lines of the first spectrum's peak matrix peaksData(sps_all)[[1L]] |> head() ##            mz intensity ## [1,] 50.22647  383.7802 ## [2,] 52.97586  377.5944 ## [3,] 59.97846  518.6014 ## [4,] 60.04677 4716.1259 ## [5,] 60.06897  181.5105 ## [6,] 61.02565  250.6573 #' Change backend to a MsBackendDataFrame: load data into memory sps_all <- setBackend(sps_all, MsBackendDataFrame()) print(object.size(sps_all), units = \"MB\") ## 16.5 Mb sps_all[c(4, 2, 5)] ## MSn data (Spectra) with 3 spectra in a MsBackendDataFrame backend: ##     msLevel     rtime scanIndex ##   <integer> <numeric> <integer> ## 1         1     1.183         4 ## 2         1     0.570         2 ## 3         1     1.491         5 ##  ... 33 more variables/columns. ## Processing: ##  Switch backend from MsBackendMzR to MsBackendDataFrame [Tue Dec  5 09:15:50 2023] #' Define the m/z ratio for an ion of cystine mz <- 241.0311  #' Subset the dataset to MS2 spectra matching the m/z sps <- filterPrecursorMzValues(sps_all, mz = mz, ppm = 10) sps ## MSn data (Spectra) with 6 spectra in a MsBackendDataFrame backend: ##     msLevel     rtime scanIndex ##   <integer> <numeric> <integer> ## 1         2   209.936       673 ## 2         2   220.072       714 ## 3         2   231.604       734 ## 4         2   215.089       761 ## 5         2   225.739       781 ## 6         2   240.020       804 ##  ... 33 more variables/columns. ## Processing: ##  Switch backend from MsBackendMzR to MsBackendDataFrame [Tue Dec  5 09:15:50 2023] ##  Filter: select spectra with precursor m/z matching 241.0311 [Tue Dec  5 09:15:50 2023]"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"data-processing-and-manipulation","dir":"Articles","previous_headings":"Workshop","what":"Data processing and manipulation","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"plotSpectra function can used visualize spectra. plot first spectrum data subset.  raw MS2 spectrum contains many low intensity peaks, likely representing noise. Thus next filter spectra removing peaks intensity smaller 5% maximum intensity spectrum (.e. base peak intensity). end define function takes intensity values spectrum input returns logical value whether peak retained (TRUE) (FALSE). function passed filterIntensity function perform actual filtering spectra. filtering, spectra cleaner:  addition want replace absolute peak intensities values relative spectrum’s highest peak intensity. end define function takes peak matrix input (.e. numeric matrix columns containing m/z intensity values) returns two-column numeric matrix. function passed parameter FUN addProcessing function perform desired data processing. addProcessing function allows add user-defined data manipulation operation MS data (.e. peaks matrices) Spectra object. show effect data processing extract intensities first spectrum: intensity values now 0 100.","code":"#' Plot the first spectrum plotSpectra(sps[1]) #' Define a filtering function low_int <- function(x, ...) {     x > max(x, na.rm = TRUE) * 0.05 } #' Apply the function to filter the spectra sps <- filterIntensity(sps, intensity = low_int) #' Plot the first spectrum after filtering plotSpectra(sps[1]) #' Define a function to scale the intensities. `x` is expected to be a #' *peak matrix*, i.e. numeric matrix with columns m/z and intensity scale_int <- function(x, ...) {     maxint <- max(x[, \"intensity\"], na.rm = TRUE)     x[, \"intensity\"] <- 100 * x[, \"intensity\"] / maxint     x } #' *Apply* the function to the data sps <- addProcessing(sps, scale_int) #' Get the intensities after scaling peaksData(sps)[[1L]] ##             mz  intensity ## [1,]  74.02289  13.439402 ## [2,] 120.01111  93.631648 ## [3,] 122.02667  49.287979 ## [4,] 151.98277 100.000000 ## [5,] 153.99924   9.422415 ## [6,] 177.99880   6.581111 ## [7,] 195.02556  12.969807 ## [8,] 241.03074  54.633224"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"spectrum-data-comparison","dir":"Articles","previous_headings":"Workshop","what":"Spectrum data comparison","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"next perform pairwise comparison subsetted spectra using dot product similarity measure. Prior actual similarity calculation, peaks individual spectra matched (.e. determined peak one spectrum correspond spectrum based mass--charge ratios). specify ppm = 20 peaks difference m/z smaller 20ppm considered matching. default, compareSpectra uses (normalized) dot-product calculate similarity spectra, variety different algorithms can used instead (see Spectra vignette information). pairwise spectra similarities represented heatmap (note RStudio docker might crash pheatmap call - avoid add filename = \"hm.pdf\" heatmap call).  similarity selected experimental MS2 spectra high (fact 0.88) suggesting fragment spectra original compound.","code":"#' Pairwise comparison of all spectra sim_mat <- compareSpectra(sps, ppm = 20) sim_mat ##           [,1]      [,2]      [,3]      [,4]      [,5]      [,6] ## [1,] 1.0000000 0.9717669 0.8907129 0.9721095 0.8795912 0.8818719 ## [2,] 0.9717669 1.0000000 0.9992127 0.9964783 0.9525726 0.9486682 ## [3,] 0.8907129 0.9992127 1.0000000 0.9947650 0.9518138 0.9478201 ## [4,] 0.9721095 0.9964783 0.9947650 1.0000000 0.9543584 0.9494561 ## [5,] 0.8795912 0.9525726 0.9518138 0.9543584 1.0000000 0.9994800 ## [6,] 0.8818719 0.9486682 0.9478201 0.9494561 0.9994800 1.0000000 library(pheatmap) hm <- pheatmap(sim_mat, breaks = seq(0, 1, length.out = 101))"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"comparing-spectra-against-massbank","dir":"Articles","previous_headings":"Workshop","what":"Comparing spectra against MassBank","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"Although precursor m/z spectra matches m/z cystine, can still exclude represent fragments ions different compounds (m/z cystine). Matching experimental spectra public spectral library can used first step identification process untargeted metabolomics data. Several (public) spectral libraries small molecules available, : MassBank MassBank North America MoNa Human Metabolom Database HMDB GNPS … databases MsBackend interfaces already implemented allowing inclusion data directly R-based analysis workflows. Access MassBank data example possible MsBackendMassbank package. package provides MsBackendMassbank import/export MassBank files well MsBackendMassbankSql backend directly interfaces MassBank MySQL database. connect local installation MassBank MySQL database (release 2021.03 provided within docker image tutorial). next load MsBackendMassbank package initialize Spectra object MsBackendMassbankSql backend providing database connection. Alternatively, MySQL database system available tutorial can run within docker, MassBank data can also retrieved Bioconductor’s AnnotationHub. case MsBackendCompDb backend (defined CompoundDb) used instead, backends retrieve data SQL database properties. list MassBank releases/versions available Bioconductor’s AnnotationHub. can retrieve respective release access spectra data code . Note AnnotationHub cache downloaded database locally subsequent call download database . Spectra object mbank represents now MS data MassBank database total 86576 spectra. fact, mbank object contain MS data, primary keys spectra MassBank database. Hence, also relatively low memory footprint. operation Spectra object backend load requested data database demand. Calling intensity Spectra object example retrieve intensity values spectra database. extract peaks matrix first spectrum. can see, also MassBank provides absolute intensities spectrum. data scale, however like scale values 0 100, just like experimental data. thus apply data processing operation also MassBank Spectra object. worked, although (obvious reasons) allowed change m/z intensity values within MassBank database. possible? works, data manipulation operation Spectra object cached within object’s lazy evaluation queue operation applied m/z intensity values --fly whenever data requested (.e. whenever mz intensity called ). side effect, also allows undo certain data operations simply calling reset Spectra object. next want compare experimental spectra spectra MassBank. Instead comparing 86576 available spectra, first filter MassBank database spectra precursor m/z matching one [M+H]+ ion cystine. Note , alternative filterPrecursorMzValues used , also use containsMz function screen spectra containing actual peak matching precursor m/z. left us 12 spectra calculate similarity experimental spectra using compareSpectra function. result got (normalized dot product) similarity score tested MassBank spectrum (columns) experimental spectrum (rows).  get high similarity scores, also lower ones. next determine best matching pair comparisons. best_match variable contains now index best matching MassBank experimental spectrum. visualize two using mirror plot showing best matches experimental spectra (upper panel) fragment spectra MassBank (lower panel). Matching peaks highlighted blue color. Plotting functions Spectra highly customizable example add m/z individual peak annotation intensity peak higher 5.  comparison plot also two spectra low similarity score.  Since identify MassBank spectrum high similarity experimental spectra also like know compound spectrum actually represents. Spectra objects generally flexible can arbitrarily many additional annotation fields (.e. spectra variables) spectrum. Thus, use spectraVariables function list variables available MassBank Spectra object. fact, addition spectra specific information like instrument measured ionization voltage used, get also information originating compound name (\"compound_name\"), chemical formula (\"formula\") INChI key (\"inchikey\"). thus next subset mbank_sub best matching spectrum display associated compound name. Note database provided AnnotationHub contain compound names column/spectra variable \"name\" instead \"compound_name\", thus, used option download MassBank data AnnotationHub , use mbank_best_match$name instead mbank_best_match$compound_name . Indeed, experimental cystine spectrum matches (one) cystine spectrum MassBank. next add name chemical formula spectrum experimental spectra. also set collision energy 20eV assign ion/adduct cystine reference spectrum created. Spectra allows adding new (replacing existing) spectra variables using $<-. Note: convenient spectra matching functionality designed less experienced R users available MetaboAnnotation package. second tutorial available within github repository/R package additional tutorials can found MetaboAnnotationTutorials repository/R package.","code":"library(RMariaDB) #' Connect to the MassBank MySQL database con <- dbConnect(MariaDB(), user = \"massbank\", dbname = \"MassBank\",                  host = \"localhost\", pass = \"massbank\") library(MsBackendMassbank) #' Access the spectra data in MassBank mbank <- Spectra(con, source = MsBackendMassbankSql()) mbank ## MSn data (Spectra) with 86576 spectra in a MsBackendMassbankSql backend: ##         msLevel precursorMz  polarity ##       <integer>   <numeric> <integer> ## 1             2         506         0 ## 2            NA          NA         1 ## 3            NA          NA         0 ## 4            NA          NA         1 ## 5            NA          NA         0 ## ...         ...         ...       ... ## 86572         2     449.380         1 ## 86573         2     426.022         0 ## 86574         2     131.060         0 ## 86575         2     183.170         1 ## 86576         2     358.270         0 ##  ... 42 more variables/columns. ##  Use  'spectraVariables' to list all of them. library(AnnotationHub) ah <- AnnotationHub() query(ah, \"MassBank\") ## AnnotationHub with 3 records ## # snapshotDate(): 2023-10-20 ## # $dataprovider: MassBank ## # $species: NA ## # $rdataclass: CompDb ## # additional mcols(): taxonomyid, genome, description, ## #   coordinate_1_based, maintainer, rdatadateadded, preparerclass, tags, ## #   rdatapath, sourceurl, sourcetype  ## # retrieve records with, e.g., 'object[[\"AH107048\"]]'  ##  ##              title                                 ##   AH107048 | MassBank CompDb for release 2021.03   ##   AH107049 | MassBank CompDb for release 2022.06   ##   AH111334 | MassBank CompDb for release 2022.12.1 mb <- ah[[\"AH107048\"]] mbank <- Spectra(mb) print(object.size(mbank), units = \"MB\") ## 6.6 Mb #' Get peaks matrix for the first spectrum peaksData(mbank[1])[[1L]] ##             mz    intensity ##  [1,] 146.7608     0.980184 ##  [2,] 158.8635   938.145447 ##  [3,] 174.9888    56.718353 ##  [4,] 176.8688   847.169678 ##  [5,] 213.9867   133.479233 ##  [6,] 221.0402     3.189743 ##  [7,] 238.9681    76.114944 ##  [8,] 246.3159     2.592528 ##  [9,] 255.0206     2.059480 ## [10,] 256.8184     1.597428 ## [11,] 272.9973   801.059082 ## [12,] 290.9484     4.848598 ## [13,] 293.9753     1.233919 ## [14,] 310.1210    33.710808 ## [15,] 352.9528    49.103123 ## [16,] 370.9348   461.860779 ## [17,] 390.0576     4.611422 ## [18,] 408.0003 23963.912109 ## [19,] 409.0284     0.884388 ## [20,] 426.1263    69.098648 ## [21,] 470.0574     2.051622 ## [22,] 487.9893   812.386597 ## [23,] 585.8845     1.093564 #' Scale intensities for all MassBank spectra mbank <- addProcessing(mbank, scale_int) peaksData(mbank[1])[[1L]] ##             mz    intensity ##  [1,] 146.7608 4.090250e-03 ##  [2,] 158.8635 3.914826e+00 ##  [3,] 174.9888 2.366824e-01 ##  [4,] 176.8688 3.535189e+00 ##  [5,] 213.9867 5.570010e-01 ##  [6,] 221.0402 1.331061e-02 ##  [7,] 238.9681 3.176232e-01 ##  [8,] 246.3159 1.081847e-02 ##  [9,] 255.0206 8.594089e-03 ## [10,] 256.8184 6.665973e-03 ## [11,] 272.9973 3.342773e+00 ## [12,] 290.9484 2.023292e-02 ## [13,] 293.9753 5.149072e-03 ## [14,] 310.1210 1.406732e-01 ## [15,] 352.9528 2.049045e-01 ## [16,] 370.9348 1.927318e+00 ## [17,] 390.0576 1.924319e-02 ## [18,] 408.0003 1.000000e+02 ## [19,] 409.0284 3.690499e-03 ## [20,] 426.1263 2.883446e-01 ## [21,] 470.0574 8.561298e-03 ## [22,] 487.9893 3.390042e+00 ## [23,] 585.8845 4.563378e-03 #' Filter MassBank for spectra of precursor ion mbank_sub <- filterPrecursorMzValues(mbank, mz = mz, ppm = 10) mbank_sub ## MSn data (Spectra) with 12 spectra in a MsBackendMassbankSql backend: ##       msLevel precursorMz  polarity ##     <integer>   <numeric> <integer> ## 1           2     241.031         1 ## 2           2     241.031         1 ## 3           2     241.031         1 ## 4           2     241.031         1 ## 5           2     241.031         1 ## ...       ...         ...       ... ## 8           2     241.031         1 ## 9           2     241.031         1 ## 10          2     241.031         1 ## 11          2     241.031         1 ## 12          2     241.031         1 ##  ... 42 more variables/columns. ##  Use  'spectraVariables' to list all of them. ## Lazy evaluation queue: 1 processing step(s) ## Processing: ##  Filter: select spectra with precursor m/z matching 241.0311 [Tue Dec  5 09:15:59 2023] #' Compare MassBank subset to experimental spectra res <- compareSpectra(sps, mbank_sub, ppm = 20) res ##       RP014401  RP014402    RP014403  CE000600  CE000598  CE000602  CE000595 ## [1,] 0.2026317 0.3343503 0.024658599 0.9021127 0.9069832 0.7714246 0.4711052 ## [2,] 0.1807144 0.2933160 0.021440961 0.8863867 0.8655798 0.7507946 0.4307388 ## [3,] 0.1801990 0.2892779 0.005165072 0.8862688 0.8541779 0.7335706 0.4406949 ## [4,] 0.1596113 0.3067826 0.005668103 0.8666230 0.8760503 0.7770975 0.4382448 ## [5,] 0.1784321 0.3608116 0.005392068 0.8792278 0.9101864 0.7761744 0.5016645 ## [6,] 0.1871595 0.3629835 0.005564441 0.8849054 0.8705634 0.7200598 0.5052482 ##       CE000599  CE000596  CE000597  CE000603  CE000601 ## [1,] 0.5101048 0.7358534 0.2843629 0.6267950 0.6085564 ## [2,] 0.5304578 0.7415840 0.3069911 0.6079285 0.5669921 ## [3,] 0.5379880 0.7480320 0.3157130 0.6220260 0.5458613 ## [4,] 0.4738241 0.6957804 0.2580864 0.5819616 0.6049588 ## [5,] 0.4913249 0.7185230 0.2783447 0.6469762 0.6055037 ## [6,] 0.5013606 0.7278495 0.2864854 0.6554185 0.5523657 pheatmap(res) best_match <- which(res == max(res), arr.ind = TRUE) best_match ##      row col ## [1,]   5   5 #' Specifying a function to draw peak labels label_fun <- function(x) {     ints <- unlist(intensity(x))     mzs <- format(unlist(mz(x)), digits = 4)     mzs[ints < 5] <- \"\"     mzs } plotSpectraMirror(sps[best_match[1]], mbank_sub[best_match[2]],                   ppm = 20, labels = label_fun, labelPos = 2,                   labelOffset = 0.2, labelSrt = -30) grid() plotSpectraMirror(sps[3], mbank_sub[1],                   ppm = 20, labels = label_fun, labelPos = 2,                   labelOffset = 0.2, labelSrt = -30) grid() #' What variables are available in MassBank spectraVariables(mbank_sub) ##  [1] \"msLevel\"                 \"rtime\"                   ##  [3] \"acquisitionNum\"          \"scanIndex\"               ##  [5] \"dataStorage\"             \"dataOrigin\"              ##  [7] \"centroided\"              \"smoothed\"                ##  [9] \"polarity\"                \"precScanNum\"             ## [11] \"precursorMz\"             \"precursorIntensity\"      ## [13] \"precursorCharge\"         \"collisionEnergy\"         ## [15] \"isolationWindowLowerMz\"  \"isolationWindowTargetMz\" ## [17] \"isolationWindowUpperMz\"  \"spectrum_id\"             ## [19] \"spectrum_name\"           \"date\"                    ## [21] \"authors\"                 \"license\"                 ## [23] \"copyright\"               \"publication\"             ## [25] \"splash\"                  \"compound_id\"             ## [27] \"adduct\"                  \"ionization\"              ## [29] \"ionization_voltage\"      \"fragmentation_mode\"      ## [31] \"collision_energy_text\"   \"instrument\"              ## [33] \"instrument_type\"         \"formula\"                 ## [35] \"exactmass\"               \"smiles\"                  ## [37] \"inchi\"                   \"inchikey\"                ## [39] \"cas\"                     \"pubchem\"                 ## [41] \"synonym\"                 \"precursor_mz_text\"       ## [43] \"compound_name\" mbank_best_match <- mbank_sub[best_match[2]] mbank_best_match$compound_name ## [1] \"Cystine\" #' Add annotations to the experimental spectra sps$name <- mbank_best_match$compound_name sps$formula <- mbank_best_match$formula sps$adduct <- mbank_best_match$adduct sps$collisionEnergy <- 20"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"data-export","dir":"Articles","previous_headings":"Workshop","what":"Data export","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"last want export spectra file MGF format. use MsBackendMgf package provides MsBackendMgf backend adds support MGF file import/export Spectra objects. Data Spectra objects can generally exported export function. format data exported depends specified MsBackend class. using instance MsBackendMgf define export data file MGF format. read first 6 lines resulting file.","code":"library(MsBackendMgf)  #' Export the spectra to a MGF file export(sps, backend = MsBackendMgf(), file = \"Cystine_ce20.mgf\") readLines(\"Cystine_ce20.mgf\", n = 6) ## [1] \"BEGIN IONS\"                                ## [2] \"TITLE=msLevel 2; retentionTime ; scanNum \" ## [3] \"msLevel=2\"                                 ## [4] \"RTINSECONDS=209.93599999998\"               ## [5] \"SCANS=673\"                                 ## [6] \"scanIndex=673\""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"comparing-spectra-against-hmdb","dir":"Articles","previous_headings":"Workshop","what":"Comparing spectra against HMDB","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"addition MsBackendMassbank, provides access MassBank data, also MsBackendHmdb package supporting spectral data public Human Metabolome Database (HMDB). package however yet provide direct access HMDB database , MsBackendHmdbXml backend, allows import MS2 spectra files HMDB format. provided HMDB individual xml files custom file format bundled (can hence downloaded) single archive. alternative, also possible create portable annotation resources using CompoundDb package. packages allows example create annotation databases MoNA, MassBank HMDB. CompDb annotations small compounds different resources become available also Bioconductors AnnotationHub. CompDb database containing compound annotations along (experimental) MS2 spectra provided data release MetaboAnnotationTutorials repository. download SQLite database temporary file. can now load annotation resource using CompDb function CompoundDb package: can now create Spectra object get access MS2 spectra within package: now Spectra object containing MS2 spectra HMDB along compound annotations. spectra variables (including compound annotations) available spectrum : Also , want filter data resource first spectra matching precursor m/z. Unfortunately, HMDB provided spectra’s precursor m/z hence need use containsMz function find spectra containing peak m/z matching m/z ion interest. addition, need use rather large tolerance value (defines maximal acceptable absolute difference m/z values) since experimental spectra HMDB seem recorded well calibrated instrument. total 3904 spectra contain peak required m/z (+/- 0.2 Dalton) can proceed calculate spectral similarities experimental spectra. highest similarity spectra spectra HMDB r max(res). compare two best matching spectra mirror plot, upper panel showing experimental spectrum lower panel best matching MS2 spectrum HMDB.  experimental spectrum seems nicely match reference MS2 HMDB. extract compound identifier best matching HMDB spectrum (stored spectra variable called \"compound_id\") name compound fact, matching spectrum HMDB experimental spectrum L-Cystine.","code":"#' Download the CompDb database using curl library(curl) dbname <- \"CompDb.Hsapiens.HMDB.5.0.sqlite\" db_file <- file.path(tempdir(), dbname) curl_download(     paste0(\"https://github.com/jorainer/MetaboAnnotationTutorials/\",            \"releases/download/2021-11-02/\", dbname),     destfile = db_file) library(CompoundDb) #' Load a CompDb database with compound annotation from HMDB cdb <- CompDb(db_file) cdb ## class: CompDb  ##  data source: HMDB  ##  version: 5.0  ##  organism: Hsapiens  ##  compound count: 217776  ##  MS/MS spectra count: 64920 hmdb <- Spectra(cdb) hmdb ## MSn data (Spectra) with 64920 spectra in a MsBackendCompDb backend: ##         msLevel precursorMz  polarity ##       <integer>   <numeric> <integer> ## 1            NA          NA         1 ## 2            NA          NA         1 ## 3            NA          NA         1 ## 4            NA          NA         1 ## 5            NA          NA         1 ## ...         ...         ...       ... ## 64916        NA          NA         0 ## 64917        NA          NA         0 ## 64918        NA          NA         0 ## 64919        NA          NA         0 ## 64920        NA          NA         1 ##  ... 32 more variables/columns. ##  Use  'spectraVariables' to list all of them. ##  data source: HMDB  ##  version: 5.0  ##  organism: Hsapiens spectraVariables(hmdb) ##  [1] \"msLevel\"                 \"rtime\"                   ##  [3] \"acquisitionNum\"          \"scanIndex\"               ##  [5] \"dataStorage\"             \"dataOrigin\"              ##  [7] \"centroided\"              \"smoothed\"                ##  [9] \"polarity\"                \"precScanNum\"             ## [11] \"precursorMz\"             \"precursorIntensity\"      ## [13] \"precursorCharge\"         \"collisionEnergy\"         ## [15] \"isolationWindowLowerMz\"  \"isolationWindowTargetMz\" ## [17] \"isolationWindowUpperMz\"  \"compound_id\"             ## [19] \"name\"                    \"inchi\"                   ## [21] \"inchikey\"                \"formula\"                 ## [23] \"exactmass\"               \"smiles\"                  ## [25] \"original_spectrum_id\"    \"predicted\"               ## [27] \"splash\"                  \"instrument_type\"         ## [29] \"instrument\"              \"spectrum_id\"             ## [31] \"msms_mz_range_min\"       \"msms_mz_range_max\"       ## [33] \"synonym\" #' Identify spectra containing a peak matching cystine m/z has_mz <- containsMz(hmdb, mz = mz, tolerance = 0.2) #' Subset HMDB hmdb_sub <- hmdb[has_mz] #' Compare HMDB against experimental spectra res <- compareSpectra(hmdb_sub, sps, tolerance = 0.2) best_match <- which(res == max(res), arr.ind = TRUE) ## Specifying a function to draw peak labels label_fun <- function(x) {     format(unlist(mz(x)), digits = 4) } plotSpectraMirror(hmdb_sub[best_match[1]], sps[best_match[2]], tolerance = 0.2,                   labels = label_fun, labelPos = 2, labelOffset = 0.2,                   labelSrt = -30) grid() hmdb_sub[best_match[1]]$compound_id ## [1] \"HMDB0000192\" hmdb_sub[best_match[1]]$name ## [1] \"L-Cystine\""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"an-alternative-way-to-store-ms-data","dir":"Articles","previous_headings":"Workshop","what":"An alternative way to store MS data","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"use cases might useful store data whole MS experiments central place. MsBackendSql backend allows example store data relational database, simple SQLite files MySQL/MariaDB database systems. latter case allow also remote access centrally stored data set. Also, performance, especially large datasets much better MySQL database compared SQLite database used . section show data MS experiment can inserted database can retrieved. create empty SQLite database (temporary file). detailed , SQL database system used instead (resulting eventually even better performance). can next import data example experiment selected database. MsBackendSql allows now access use MS data stored database. simply provide connection database parameter Spectra function use MsBackendSql backend. memory footprint Spectra object small data retrieved database --fly. performance backend also higher example MsBackendMzR. compare performance MsBackendSql present small data set MsBackendDataFrame (data -memory) MsBackendMzR (data retrieved original file). Thus, MsBackendSql similar performance data memory. performance even better smaller subsets data loaded. real world use case backend store large MS experiment central place. Data analysts connect central database, explore subset data ultimately either load subsets data (local) memory changing backend data subset e.g. MsBackendDataFrame store data subset local files e.g. mzML format using export method MsBackendMzR backend.","code":"library(RSQLite) scon <- dbConnect(SQLite(), tempfile()) library(MsBackendSql) ## Create a database containing the full raw data createMsBackendSqlDatabase(scon, fls) ## [1] TRUE sps_db <- Spectra(scon, source = MsBackendSql()) sps_db ## MSn data (Spectra) with 1578 spectra in a MsBackendSql backend: ##        msLevel precursorMz  polarity ##      <integer>   <numeric> <integer> ## 1            1          NA         1 ## 2            1          NA         1 ## 3            1          NA         1 ## 4            1          NA         1 ## 5            1          NA         1 ## ...        ...         ...       ... ## 1574         2    130.9659         1 ## 1575         2    175.1178         1 ## 1576         2    193.9281         1 ## 1577         2    107.9501         1 ## 1578         2     95.0608         1 ##  ... 34 more variables/columns. ##  Use  'spectraVariables' to list all of them. ## Database: /tmp/Rtmp8PSjCo/file72476a12197 print(object.size(sps_db), units = \"MB\") ## 0.1 Mb ## Load the data to different backends sps_mzr <- Spectra(fls, source = MsBackendMzR()) sps_df <- setBackend(sps_mzr, MsBackendDataFrame())  library(microbenchmark) microbenchmark(peaksData(sps_mzr),                peaksData(sps_df),                peaksData(sps_db),                times = 10) ## Unit: milliseconds ##                expr       min        lq      mean   median        uq       max ##  peaksData(sps_mzr) 257.38043 279.94393 409.83186 309.5956 350.96996 956.12619 ##   peaksData(sps_df)  81.88257  98.45020 104.34838 104.2593 118.27750 118.43437 ##   peaksData(sps_db)  47.46898  53.22407  62.45025  60.9762  74.91102  79.79879 ##  neval ##     10 ##     10 ##     10 microbenchmark(peaksData(sps_mzr[1:10]),                peaksData(sps_df[1:10]),                peaksData(sps_db[1:10]),                times = 10) ## Unit: milliseconds ##                      expr      min       lq      mean   median        uq ##  peaksData(sps_mzr[1:10]) 9.665231 9.733448 11.578363 9.886057 10.471554 ##   peaksData(sps_df[1:10]) 4.051564 4.079166  4.226335 4.168067  4.235768 ##   peaksData(sps_db[1:10]) 2.837020 2.988482  3.127493 3.145069  3.250351 ##        max neval ##  24.067594    10 ##   4.777438    10 ##   3.394379    10"},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"short-summary","dir":"Articles","previous_headings":"","what":"Short summary","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"Spectra provides powerful infrastructure MS data. Independence data analysis data storage functionality allows easily add support additional data types data handling/storage modes. Caching data operations applying --fly allows data manipulations regardless data stored.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"summary","dir":"Articles","previous_headings":"","what":"Summary","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"simple use case matching experimental MS2 spectra public database illustrated short tutorial flexibility expandability Spectra package enables seamless integration mass spectrometry data different sources. possible clear separation user functionality (Spectra object) representation data (MsBackend object). Backends MsBackendMgf, MsBackendMassbank MsBackendHmdbXml provide support additional data formats data sources, others, due much lower memory footprint (MsBackendMzR, MsBackendHdf5Peaks), enable analysis also large data sets. importantly however, backends interchangeable affect way users can handle analyze MS data Spectra package. Also, caching data operations within Spectra object applying upon data requests, data operations can applied data resource regardless data stored, even data read-.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/articles/analyzing-MS-data-from-different-sources-with-Spectra.html","id":"what-else","dir":"Articles","previous_headings":"","what":"What else?","title":"Seamless Integration of Mass Spectrometry Data from Different Sources with the `Spectra` Package","text":"MetaboAnnotation (Andrea Vicini, Michael Witting) provide simple functions matching spectra m/z retention time data (Rainer et al. 2022). MsExperiment represent whole MS experiments (incl. Spectra, sample annotation, data quantitation, annotation files etc). msQC (Thomas Naake): QC measures MS data. MsBackendMsp (Steffen Neumann): backend files MSP format. ...","code":""},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/authors.html","id":null,"dir":"","previous_headings":"","what":"Authors","title":"Authors and Citation","text":"Johannes Rainer. Author, maintainer. Michael Witting. Author. Laurent Gatto. Author. Sebastian Gibb. Author. Philippine Louail. Contributor.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/authors.html","id":"citation","dir":"","previous_headings":"","what":"Citation","title":"Authors and Citation","text":"Rainer J, Witting M, Gatto L, Gibb S (2023). SpectraTutorials: Mass Spectrometry Data Analysis Spectra. R package version 0.9.0, https://jorainer.github.io/SpectraTutorials/.","code":"@Manual{,   title = {SpectraTutorials: Mass Spectrometry Data Analysis with Spectra},   author = {Johannes Rainer and Michael Witting and Laurent Gatto and Sebastian Gibb},   year = {2023},   note = {R package version 0.9.0},   url = {https://jorainer.github.io/SpectraTutorials/}, }"},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"mass-spectrometry-data-analysis-with-spectra","dir":"","previous_headings":"","what":"Mass Spectrometry Data Analysis with Spectra","title":"Mass Spectrometry Data Analysis with Spectra","text":"Tutorials workshops describing explaining infrastructure mass spectrometry (MS) data analysis centered around Bioconductor’s Spectra package. Workshops also given (either -person virtually) various conferences. available, recordings linked respective workshop section. See NEWS.md information current version change log.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"installation","dir":"","previous_headings":"","what":"Installation","title":"Mass Spectrometry Data Analysis with Spectra","text":"-line code evaluation workshops can also run using self-contained docker image R packages server version RStudio (Posit) pre-installed. alternative, rendered versions workshops available SpectraTutorials (navigate Articles drop-menu select workshop interest). installation: Get docker image tutorial docker pull jorainer/spectra_tutorials:latest. Start docker using Enter http://localhost:8787 web browser log username rstudio password bioc. RStudio server version: open R-markdown (.Rmd) files vignettes folder evaluate R code blocks.","code":"docker run \\     -e PASSWORD=bioc \\     -p 8787:8787 \\     jorainer/spectra_tutorials:latest"},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"seamless-integration-of-mass-spectrometry-data-from-different-sources","dir":"","previous_headings":"","what":"Seamless Integration of Mass Spectrometry Data from Different Sources","title":"Mass Spectrometry Data Analysis with Spectra","text":"rendered version","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"short-description","dir":"","previous_headings":"Seamless Integration of Mass Spectrometry Data from Different Sources","what":"Short description","title":"Mass Spectrometry Data Analysis with Spectra","text":"workshop use Spectra : import MS data mzML files, select MS2 spectra certain compound, compare match MS2 spectra reference MS2 spectra public database, annotate spectra export file MGF format.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"description","dir":"","previous_headings":"Seamless Integration of Mass Spectrometry Data from Different Sources","what":"Description","title":"Mass Spectrometry Data Analysis with Spectra","text":"(instructor-led live demo) workshop explains Spectra package shows new infrastructure can used represent analyze Mass Spectrometry (MS) data. use different data type format specific backends guarantees easy expandability infrastructure. illustrated tutorial simple use case, MS/MS (.k.. MS2) spectra, measured MS instrument, compared matched public spectral database containing public domain reference MS2 spectra. video recording workshop BioC2021 conference available . video recording workshop EuroBioc2020 conference available .","code":""},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"learning-goals","dir":"","previous_headings":"Seamless Integration of Mass Spectrometry Data from Different Sources > Workshop goals and objectives","what":"Learning goals","title":"Mass Spectrometry Data Analysis with Spectra","text":"Understand import MS data R. Understand basic concept different backends can used Spectra work MS data various sources.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"learning-objectives","dir":"","previous_headings":"Seamless Integration of Mass Spectrometry Data from Different Sources > Workshop goals and objectives","what":"Learning objectives","title":"Mass Spectrometry Data Analysis with Spectra","text":"Import export MS data Spectra. Integrate MS data different resources MS data analysis workflow. Apply different data manipulations MS data represented Spectra object. Use Spectra perform spectra comparisons R.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"pre-requisites","dir":"","previous_headings":"Seamless Integration of Mass Spectrometry Data from Different Sources","what":"Pre-requisites","title":"Mass Spectrometry Data Analysis with Spectra","text":"Basic familiarity R Bioconductor. Basic understanding Mass Spectrometry (MS) data.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"rbioconductor-packages-used","dir":"","previous_headings":"Seamless Integration of Mass Spectrometry Data from Different Sources","what":"R/Bioconductor packages used","title":"Mass Spectrometry Data Analysis with Spectra","text":"Spectra MsCoreUtils MsBackendMgf MsBackendMassbank CompoundDb","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"spectra-an-expandable-infrastructure-to-handle-mass-spectrometry-data","dir":"","previous_headings":"","what":"Spectra: an expandable infrastructure to handle mass spectrometry data","title":"Mass Spectrometry Data Analysis with Spectra","text":"rendered version","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"short-description-1","dir":"","previous_headings":"Spectra: an expandable infrastructure to handle mass spectrometry data","what":"Short description","title":"Mass Spectrometry Data Analysis with Spectra","text":"Explain different representations mass spectrometry data along properties advantages. Explain caching lazy processing queue Spectra package.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"description-1","dir":"","previous_headings":"Spectra: an expandable infrastructure to handle mass spectrometry data","what":"Description","title":"Mass Spectrometry Data Analysis with Spectra","text":"Spectra package provides modern infrastructure MS data handling specifically designed enable extension additional data resources alternative data representations. can realized extending virtual MsBackend class related methods. Implementations MsBackend classes can tailored specific needs, low memory footprint, fast processing, remote data access, also support specific additional data types variables. Importantly, data processing Spectra objects independent backend use due lazy evaluation mechanism caches data manipulations internally. workshop discusses different available data representations MS data along properties, advantages performances. addition, Spectra’s concept lazy evaluation data manipulations presented, well simple caching mechanism data modifications. Finally, explains new MsBackend instances can implemented tested ensure compliance.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"pre-requisites-1","dir":"","previous_headings":"Spectra: an expandable infrastructure to handle mass spectrometry data","what":"Pre-requisites","title":"Mass Spectrometry Data Analysis with Spectra","text":"Basic familiarity R Bioconductor. Basic understanding Mass Spectrometry (MS) data.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"rbioconductor-packages-used-1","dir":"","previous_headings":"Spectra: an expandable infrastructure to handle mass spectrometry data","what":"R/Bioconductor packages used","title":"Mass Spectrometry Data Analysis with Spectra","text":"Spectra MsBackendSql","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"workshop-goals-and-objectives-1","dir":"","previous_headings":"Spectra: an expandable infrastructure to handle mass spectrometry data","what":"Workshop goals and objectives","title":"Mass Spectrometry Data Analysis with Spectra","text":"technical demonstration internals Spectra package design MS infrastructure. ’re demonstrating use cases analysis workflows .","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"learning-goals-1","dir":"","previous_headings":"Spectra: an expandable infrastructure to handle mass spectrometry data > Workshop goals and objectives","what":"Learning goals","title":"Mass Spectrometry Data Analysis with Spectra","text":"Understand MS data handled Spectra. Understand differences properties different MsBackend implementations.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"learning-objectives-1","dir":"","previous_headings":"Spectra: an expandable infrastructure to handle mass spectrometry data > Workshop goals and objectives","what":"Learning objectives","title":"Mass Spectrometry Data Analysis with Spectra","text":"Learn MS data handled Spectra. Understand data representations/backends fit purpose/use case. Insights internals Spectra MS infrastructure facilitate implementation backend(s).","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"msms-spectra-matching-with-the-metaboannotation-package","dir":"","previous_headings":"","what":"MS/MS Spectra Matching with the MetaboAnnotation Package","title":"Mass Spectrometry Data Analysis with Spectra","text":"rendered version Spectra package provides functionality required annotation identification workflows untargeted LC-MS/MS data, , flexible customizable, might cumbersome beginners analysts accustomed R. fill gap developed MetaboAnnotation package builds upon Spectra provides functions annotation LC-MS LC-MS/MS data sets tailored towards less experienced R user. tutorial shows MetaboAnnotation can used R-based LC-MS/MS annotation workflows. Note also additional tutorial MetaboAnnotation, CompoundDb MetaboCoreUtils packages available: MetaboAnnotationTutorials.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"contribution","dir":"","previous_headings":"","what":"Contribution","title":"Mass Spectrometry Data Analysis with Spectra","text":"contributions, see RforMassSpectrometry contributions guideline.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"code-of-conduct","dir":"","previous_headings":"","what":"Code of Conduct","title":"Mass Spectrometry Data Analysis with Spectra","text":"See RforMassSpectrometry Code Conduct.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/index.html","id":"acknowledgments","dir":"","previous_headings":"","what":"Acknowledgments","title":"Mass Spectrometry Data Analysis with Spectra","text":"Thank Philippine Louail fixing typos suggesting improvements Spectra: expandable infrastructure handle mass spectrometry data.","code":""},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-9","dir":"Changelog","previous_headings":"","what":"Version 0.9.0","title":"Version 0.9","text":"Use R 4.3 Bioconductor 3.18.","code":""},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-8","dir":"Changelog","previous_headings":"","what":"Version 0.8.2","title":"Version 0.8","text":"Add second example caching changes better saving database.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-8-1","dir":"Changelog","previous_headings":"","what":"Version 0.8.1","title":"Version 0.8","text":"Include feedback suggestions Philippine Louail.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-8-2","dir":"Changelog","previous_headings":"","what":"Version 0.8.0","title":"Version 0.8","text":"Add new tutorial Spectra: expandable infrastructure handle mass spectrometry data. Download MassBank data alternative AnnotationHub.","code":""},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-7","dir":"Changelog","previous_headings":"","what":"Version 0.7.3","title":"Version 0.7","text":"Fix mislabeling columns experimental spectra rows MassBank spectra spectra similarity matrix (thanks CSAMA2023 attendee pointing !).","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-7-1","dir":"Changelog","previous_headings":"","what":"Version 0.7.2","title":"Version 0.7","text":"Use MsBackendSql instead MsqlBackend.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-7-2","dir":"Changelog","previous_headings":"","what":"Version 0.7.1","title":"Version 0.7","text":"Simplify/clarify description spectra data processing.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-7-3","dir":"Changelog","previous_headings":"","what":"Version 0.7.0","title":"Version 0.7","text":"Add section use MsqlBackend compare performance MsBackendMzR MsBackendDataFrame.","code":""},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-6","dir":"Changelog","previous_headings":"","what":"Version 0.6.3","title":"Version 0.6","text":"Better describe usage alternative SQLite MassBank database file two workshops.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-6-1","dir":"Changelog","previous_headings":"","what":"Version 0.6.2","title":"Version 0.6","text":"Add citation.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-6-2","dir":"Changelog","previous_headings":"","what":"Version 0.6.1","title":"Version 0.6","text":"Adapt changes Spectra >= 1.5.8: export spectraVariableMapping method. Adapt changes CompoundDb >= 0.9.6: \"target_name\" available spectra variable Spectra objects returned CompDb database. Adapt changes MetaboAnnotation >= 0.99.4: also ppm error reported matchMz.","code":""},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-6-3","dir":"Changelog","previous_headings":"","what":"Version 0.6.0","title":"Version 0.6","text":"Remove Spectra object data HMDB. Use CompDb database HMDB annotations.","code":""},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-5","dir":"Changelog","previous_headings":"","what":"Version 0.5.0","title":"Version 0.5","text":"Add additional vignette describing spectra matching MetaboAnnotation package integration xcms analysis workflow.","code":""},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-4","dir":"Changelog","previous_headings":"","what":"Version 0.4.0","title":"Version 0.4","text":"Version used BioC2021 conference. Use MassBank release 2021.03. Restructure document simplify analysis (reduce mzML files 20eV collision energy).","code":""},{"path":[]},{"path":"https://jorainer.github.io/SpectraTutorials/news/index.html","id":"version-0-3","dir":"Changelog","previous_headings":"","what":"Version 0.3.2","title":"Version 0.3","text":"Use MassBank release 2021.02 add expand descriptive text.","code":""}]