├── src └── scicloj │ └── cmdstan_clj │ └── v1 │ ├── impl.clj │ └── api.clj ├── .dir-locals.el ├── docs ├── index_files │ └── libs │ │ ├── bootstrap │ │ ├── bootstrap-icons.woff │ │ └── bootstrap.min.js │ │ ├── quarto-html │ │ ├── tippy.css │ │ ├── quarto-syntax-highlighting-2486e1f0a3ee9ee1fc393803a1361cdb.css │ │ ├── anchor.min.js │ │ ├── popper.min.js │ │ ├── tippy.umd.min.js │ │ └── quarto.js │ │ └── clipboard │ │ └── clipboard.min.js └── index.qmd ├── .gitignore ├── clay.edn ├── notebooks ├── dev.clj └── index.clj ├── CHANGELOG.md ├── deps.edn ├── README.md └── LICENSE /src/scicloj/cmdstan_clj/v1/impl.clj: -------------------------------------------------------------------------------- 1 | (ns scicloj.cmdstan-clj.v1.impl) 2 | -------------------------------------------------------------------------------- /.dir-locals.el: -------------------------------------------------------------------------------- 1 | ((nil 2 | . 3 | ((cider-clojure-cli-aliases 4 | . 5 | "dev")))) 6 | -------------------------------------------------------------------------------- /docs/index_files/libs/bootstrap/bootstrap-icons.woff: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/scicloj/cmdstan-clj/HEAD/docs/index_files/libs/bootstrap/bootstrap-icons.woff -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | .calva/output-window/ 2 | .classpath 3 | .clj-kondo/.cache 4 | .cpcache 5 | /classes 6 | /target 7 | .clerk 8 | .clay.html 9 | temp 10 | .nrepl-port 11 | -------------------------------------------------------------------------------- /clay.edn: -------------------------------------------------------------------------------- 1 | {:remote-repo {:git-url "https://github.com/scicloj/cmdstan-clj" 2 | :branch "main"} 3 | :base-target-path "temp" 4 | :quarto {:format {:html {:theme :cosmo}}}} 5 | -------------------------------------------------------------------------------- /notebooks/dev.clj: -------------------------------------------------------------------------------- 1 | (ns dev 2 | (:require [scicloj.clay.v2.api :as clay])) 3 | 4 | (clay/make! {:format [:quarto :html] 5 | :base-source-path "notebooks" 6 | :source-path "index.clj" 7 | :base-target-path "docs" 8 | :clean-up-target-dir true 9 | :title "cmdstan-clj"}) 10 | -------------------------------------------------------------------------------- /CHANGELOG.md: -------------------------------------------------------------------------------- 1 | # Change Log 2 | All notable changes to this project will be documented in this file. This change log follows the conventions of [keepachangelog.com](http://keepachangelog.com/). 3 | 4 | ## [1-alpha3] - 2024-09-11 5 | - added support for passing command line arguments 6 | 7 | ## [1-alpha2] - 2024-07-30 8 | - updated deps, added bababashka/process dependency 9 | - improved handling of shell commands 10 | - verifying the STAN_HOME environment variable is valid 11 | 12 | ## [1-alpha1] - 2024-03-09 13 | - initial working version 14 | -------------------------------------------------------------------------------- /deps.edn: -------------------------------------------------------------------------------- 1 | {:deps {techascent/tech.ml.dataset {:mvn/version "7.030"} 2 | com.cnuernber/charred {:mvn/version "1.034"} ; ahead of tech.ml.datasets with a bugfix 3 | org.scicloj/tempfiles {:mvn/version "1-alpha3"} 4 | babashka/process {:mvn/version "0.5.22"}} 5 | :aliases {:dev {:extra-paths ["notebooks"] 6 | :extra-deps {org.scicloj/noj {:mvn/version "2-beta3"}}} 7 | :build {:deps {io.github.clojure/tools.build {:mvn/version "0.9.6"} 8 | slipset/deps-deploy {:mvn/version "0.2.1"}} 9 | :ns-default build} 10 | :test {:extra-paths ["test"] 11 | :extra-deps {org.clojure/test.check {:mvn/version "1.1.1"} 12 | io.github.cognitect-labs/test-runner 13 | {:git/tag "v0.5.0" :git/sha "48c3c67"}}}}} 14 | -------------------------------------------------------------------------------- /docs/index_files/libs/quarto-html/tippy.css: -------------------------------------------------------------------------------- 1 | .tippy-box[data-animation=fade][data-state=hidden]{opacity:0}[data-tippy-root]{max-width:calc(100vw - 10px)}.tippy-box{position:relative;background-color:#333;color:#fff;border-radius:4px;font-size:14px;line-height:1.4;white-space:normal;outline:0;transition-property:transform,visibility,opacity}.tippy-box[data-placement^=top]>.tippy-arrow{bottom:0}.tippy-box[data-placement^=top]>.tippy-arrow:before{bottom:-7px;left:0;border-width:8px 8px 0;border-top-color:initial;transform-origin:center top}.tippy-box[data-placement^=bottom]>.tippy-arrow{top:0}.tippy-box[data-placement^=bottom]>.tippy-arrow:before{top:-7px;left:0;border-width:0 8px 8px;border-bottom-color:initial;transform-origin:center bottom}.tippy-box[data-placement^=left]>.tippy-arrow{right:0}.tippy-box[data-placement^=left]>.tippy-arrow:before{border-width:8px 0 8px 8px;border-left-color:initial;right:-7px;transform-origin:center left}.tippy-box[data-placement^=right]>.tippy-arrow{left:0}.tippy-box[data-placement^=right]>.tippy-arrow:before{left:-7px;border-width:8px 8px 8px 0;border-right-color:initial;transform-origin:center right}.tippy-box[data-inertia][data-state=visible]{transition-timing-function:cubic-bezier(.54,1.5,.38,1.11)}.tippy-arrow{width:16px;height:16px;color:#333}.tippy-arrow:before{content:"";position:absolute;border-color:transparent;border-style:solid}.tippy-content{position:relative;padding:5px 9px;z-index:1} -------------------------------------------------------------------------------- /notebooks/index.clj: -------------------------------------------------------------------------------- 1 | ;; [cmdstan-clj](https://github.com/scicloj/cmdstan-clj) is a Clojure wrapper of the [Stan](https://mc-stan.org/) probabilistic programming language that uses the [CmdStan](https://mc-stan.org/users/interfaces/cmdstan) CLI. 2 | 3 | ;; **Source:** [![(GitHub repo)](https://img.shields.io/badge/github-%23121011.svg?style=for-the-badge&logo=github&logoColor=white)](https://github.com/scicloj/cmdstan-clj) 4 | ;; 5 | ;; **Artifact:** [![(Clojars coordinates)](https://img.shields.io/clojars/v/org.scicloj/cmdstan-clj.svg)](https://clojars.org/org.scicloj/cmdstan-clj) 6 | ;; 7 | ;; **Status:** an evolving proof-of-concept. 8 | ;; 9 | 10 | (ns index 11 | (:require 12 | ;; cmdstan-clj API: 13 | [scicloj.cmdstan-clj.v1.api :as stan] 14 | ;; Tablecloth for table processing 15 | [tablecloth.api :as tc] 16 | ;; Tableplot for data visualization 17 | [scicloj.tableplot.v1.plotly :as plotly] 18 | ;; Kindly for specifying how to visualize things: 19 | [scicloj.kindly.v4.kind :as kind])) 20 | 21 | ;; ## Walkthrough 22 | 23 | ;; Here we follow [the introductory example](https://mc-stan.org/docs/cmdstan-guide/example_model_data.html) from Stan' documentation. 24 | 25 | ;; Let us define our model. 26 | ;; 27 | ;; In our probabilistic model here, 28 | ;; we have we have an observed vector $y$ 29 | ;; of $N$ samples. 30 | ;; We have an unobserved parameter $\theta \sim Beta(1,1)$, 31 | ;; and the elements of $y$ are conditionally independent 32 | ;; given $\theta$, and distributed $Bernoulli(\theta)$ each. 33 | 34 | (def model-code 35 | " 36 | data { 37 | int N; 38 | array[N] int y; 39 | } 40 | parameters { 41 | real theta; 42 | } 43 | model { 44 | theta ~ beta(1,2); // uniform prior on interval 0,1 45 | y ~ bernoulli(theta); 46 | }") 47 | 48 | 49 | ;; Now we may compile the model, 50 | ;; if this has not been done yet. 51 | (def model 52 | (stan/model model-code)) 53 | 54 | ;; Here is the output of compiling our model: 55 | 56 | (-> model 57 | :out 58 | kind/code) 59 | 60 | ;; Here are some toy data: 61 | 62 | (def data 63 | {:N 10 64 | :y [0 1 0 0 0 0 0 0 0 1]}) 65 | 66 | ;; Let us sample from the posterior of $\theta$ 67 | ;; given out observed $y$ in the data. 68 | ;; (Soon we will support relevant options 69 | ;; to control the sampling process.) 70 | 71 | (def sampling 72 | (stan/sample model data {:num-chains 4 73 | :num-warmup 200 74 | :num-samples 100})) 75 | 76 | ;; Here is the output of sampling process. 77 | 78 | (-> sampling 79 | :out 80 | kind/code) 81 | 82 | ;; Here are the sampels: 83 | 84 | (-> sampling 85 | :samples) 86 | 87 | ;; The histogram of $\theta$: 88 | 89 | (-> sampling 90 | :samples 91 | (tc/group-by [:chain] {:result-type :as-map}) 92 | (update-vals 93 | (fn [chain-samples] 94 | (-> chain-samples 95 | (plotly/layer-histogram {:=x :theta 96 | :=histogram-nbins 100}))))) 97 | 98 | ;; The trace plot of $\theta$: 99 | 100 | (-> sampling 101 | :samples 102 | (plotly/layer-line {:=x :i 103 | :=y :theta 104 | :=color :chain 105 | :=color-type :nominal 106 | :=mark-opacity 0.5})) 107 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # cmdstan-clj 2 | 3 | cmdstan-clj is a Clojure wrapper of [Stan](https://mc-stan.org/) probabilistic programming language that uses the [CmdStan](https://mc-stan.org/users/interfaces/cmdstan) CLI. 4 | 5 | [![Clojars Project](https://img.shields.io/clojars/v/org.scicloj/cmdstan-clj.svg)](https://clojars.org/org.scicloj/cmdstan-clj) 6 | 7 | If you wish to help in testing and extending this library, we would be glad to chat. It can be a nice opportunity to practice Bayesian Statistics, even if you are not experienced with it yet. 8 | 9 | ## Status 10 | 11 | Currently, this is an evolving proof-of-concept, still a bit fragile with respect to edge cases and setup. 12 | 13 | ## Usage 14 | 15 | You will need [CmdStan](https://mc-stan.org/users/interfaces/cmdstan.html) [installed](https://mc-stan.org/docs/cmdstan-guide/installation.html) in your system, and the environment variable `STAN_HOME` pointing to its location. 16 | 17 | Them you can follow the 👣 [walkthrough](https://scicloj.github.io/cmdstan-clj) and 🎥 [video](https://www.youtube.com/watch?v=1Y89-UlG1FA). 18 | 19 | ## Talk 20 | 21 | See Sami Kallinen's 🎥 [talk](https://www.youtube.com/watch?v=ckQllKUw3b4) at Heart of Clojure 2024. 22 | 23 | ## Why 24 | 25 | Stan is a programming language for Bayesian statistical modelling with wonderful community and ecosystem. 26 | 27 | Clojure has a few actively developed probabilistic programming options such as [Inferme](https://github.com/generateme/inferme) and [Gen.clj](https://github.com/probcomp/Gen.clj). Still, at some use casese, Stan is more efficient and certainly has a more complete ecosystem around it. While the pure-Clojure options keep evolving, it would be good to have Stan as well in our toolset. It may also help us in benchmarking and testing the other options. 28 | 29 | One way to interoperate with Stan is through the command line CmdStan. It is a common way, used in other languages. Ideally, it should allow choosing a version of CmdStan, as well as compiling it for using the GPU. 30 | 31 | [clj-stan](https://github.com/thomasathorne/clj-stan) is great, but only supports an old version of CmdStan. 32 | 33 | In the current project, we explore the current version of CmdStan. Possibly, when the details clarify, we may propose merging the new implementation into the existing clj-stan. 34 | 35 | ## Implementation details 36 | 37 | Currently, cmdstan-clj runs CmdStan through the makefile as [advised by the manual](https://mc-stan.org/docs/cmdstan-guide/compiling_stan_programs.html). In the future, we may consider a more direct apporach as clj-stan [seems to do](https://github.com/thomasathorne/clj-stan/blob/master/src/clj_stan/core.clj). At the moment, the practical difference are not clear to us. 38 | 39 | ## Related projects 40 | We are also looking to create Clojure bindings for [BridgeStan](https://roualdes.github.io/bridgestan/latest/). 41 | 42 | > BridgeStan is a library (with bindings available in Python, Julia, R, and Rust) that grants access to the methods of a Stan model, including log densities, gradients, Hessians, and constraining and unconstraining transforms. 43 | 44 | ## License 45 | 46 | Copyright © 2025 Scicloj 47 | 48 | _EPLv1.0 is just the default for projects generated by `clj-new`: you are not_ 49 | _required to open source this project, nor are you required to use EPLv1.0!_ 50 | _Feel free to remove or change the `LICENSE` file and remove or update this_ 51 | _section of the `README.md` file!_ 52 | 53 | Distributed under the Eclipse Public License version 1.0. 54 | 55 | 56 | 57 | -------------------------------------------------------------------------------- /docs/index_files/libs/quarto-html/quarto-syntax-highlighting-2486e1f0a3ee9ee1fc393803a1361cdb.css: -------------------------------------------------------------------------------- 1 | /* quarto syntax highlight colors */ 2 | :root { 3 | --quarto-hl-ot-color: #003B4F; 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".stan"))] 46 | (spit path code) 47 | path)))) 48 | 49 | (defn model 50 | ([code] 51 | (model code [])) 52 | ([code make-args] 53 | (let [path (-> code 54 | code->stan-path 55 | (str/replace #"\.stan$" "")) 56 | ret (apply verbose-shell 57 | {:dir STAN_HOME} 58 | "make" 59 | (conj make-args path))] 60 | (assoc ret 61 | :path path)))) 62 | 63 | (defn sample 64 | ([model data] 65 | (sample model data {})) 66 | ([model data {:as options 67 | :keys [num-chains]}] 68 | (let [data-path (:path (tempfiles/tempfile! ".json")) 69 | samples-path (:path (tempfiles/tempfile! ".csv")) 70 | _ (charred/write-json data-path data) 71 | args (concat (some->> options 72 | (map (fn [[k v]] 73 | (format "%s=%s" 74 | (-> k name (str/replace #"-" "_")) 75 | (str v))))) 76 | ["data" (str "file=" data-path) 77 | "output" (str "file=" samples-path)]) 78 | ret (->> args 79 | (filter some?) 80 | (apply verbose-shell {} (:path model) "sample")) 81 | read-csv (fn [path] 82 | (-> path 83 | (tmd/->dataset {:key-fn keyword}) 84 | (as-> ds 85 | (tmd/add-or-update-column 86 | ds 87 | :i 88 | (-> ds tmd/row-count range))))) 89 | samples (if num-chains 90 | ;; a csv file per chain 91 | (->> num-chains 92 | range 93 | (map (fn [chain] 94 | (-> samples-path 95 | (str/replace #"\.csv$" 96 | (str "_" (inc chain) ".csv")) 97 | read-csv 98 | (tmd/add-or-update-column :chain chain)))) 99 | (apply tmd/concat)) 100 | ;; else - one csv file 101 | (-> samples-path 102 | read-csv))] 103 | (assoc ret 104 | :samples (-> samples 105 | (tmd/set-dataset-name "model samples")))))) 106 | 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-------------------------------------------------------------------------------- /docs/index.qmd: -------------------------------------------------------------------------------- 1 | 2 | --- 3 | format: 4 | html: {toc: true, toc-depth: 4, theme: cosmo, output-file: index.html, title: cmdstan-clj} 5 | code-block-background: true 6 | 7 | --- 8 | 16 | 17 | [cmdstan-clj](https://github.com/scicloj/cmdstan-clj) is a Clojure wrapper of the [Stan](https://mc-stan.org/) probabilistic programming language that uses the [CmdStan](https://mc-stan.org/users/interfaces/cmdstan) CLI. 18 | 19 | **Source:** [![(GitHub repo)](https://img.shields.io/badge/github-%23121011.svg?style=for-the-badge&logo=github&logoColor=white)](https://github.com/scicloj/cmdstan-clj) 20 | 21 | **Artifact:** [![(Clojars coordinates)](https://img.shields.io/clojars/v/org.scicloj/cmdstan-clj.svg)](https://clojars.org/org.scicloj/cmdstan-clj) 22 | 23 | **Status:** an evolving proof-of-concept. 24 | 25 | 26 | 27 | ::: {.sourceClojure} 28 | ```clojure 29 | (ns index 30 | (:require 31 | ;; cmdstan-clj API: 32 | [scicloj.cmdstan-clj.v1.api :as stan] 33 | ;; Tablecloth for table processing 34 | [tablecloth.api :as tc] 35 | ;; Tableplot for data visualization 36 | [scicloj.tableplot.v1.plotly :as plotly] 37 | ;; Kindly for specifying how to visualize things: 38 | [scicloj.kindly.v4.kind :as kind])) 39 | ``` 40 | ::: 41 | 42 | 43 | 44 | ## Walkthrough 45 | 46 | Here we follow [the introductory example](https://mc-stan.org/docs/cmdstan-guide/example_model_data.html) from Stan' documentation. 47 | 48 | Let us define our model. 49 | 50 | In our probabilistic model here, 51 | we have we have an observed vector $y$ 52 | of $N$ samples. 53 | We have an unobserved parameter $\theta \sim Beta(1,1)$, 54 | and the elements of $y$ are conditionally independent 55 | given $\theta$, and distributed $Bernoulli(\theta)$ each. 56 | 57 | 58 | ::: {.sourceClojure} 59 | ```clojure 60 | (def model-code 61 | " 62 | data { 63 | int N; 64 | array[N] int y; 65 | } 66 | parameters { 67 | real theta; 68 | } 69 | model { 70 | theta ~ beta(1,2); // uniform prior on interval 0,1 71 | y ~ bernoulli(theta); 72 | }") 73 | ``` 74 | ::: 75 | 76 | 77 | Now we may compile the model, 78 | if this has not been done yet. 79 | 80 | 81 | ::: {.sourceClojure} 82 | ```clojure 83 | (def model 84 | (stan/model model-code)) 85 | ``` 86 | ::: 87 | 88 | 89 | Here is the output of compiling our model: 90 | 91 | 92 | ::: {.sourceClojure} 93 | ```clojure 94 | (-> model 95 | :out 96 | kind/code) 97 | ``` 98 | ::: 99 | 100 | 101 | 102 | ::: {.sourceClojure} 103 | ```clojure 104 | make: '/tmp/scicloj-files/session-dir-9036255698493098978/file-6729332977990631866' is up to date. 105 | ``` 106 | ::: 107 | 108 | 109 | Here are some toy data: 110 | 111 | 112 | ::: {.sourceClojure} 113 | ```clojure 114 | (def data 115 | {:N 10 116 | :y [0 1 0 0 0 0 0 0 0 1]}) 117 | ``` 118 | ::: 119 | 120 | 121 | Let us sample from the posterior of $\theta$ 122 | given out observed $y$ in the data. 123 | (Soon we will support relevant options 124 | to control the sampling process.) 125 | 126 | 127 | ::: {.sourceClojure} 128 | ```clojure 129 | (def sampling 130 | (stan/sample model data {:num-chains 4 131 | :num-warmup 200 132 | :num-samples 100})) 133 | ``` 134 | ::: 135 | 136 | 137 | Here is the output of sampling process. 138 | 139 | 140 | ::: {.sourceClojure} 141 | ```clojure 142 | (-> sampling 143 | :out 144 | kind/code) 145 | ``` 146 | ::: 147 | 148 | 149 | 150 | ::: {.sourceClojure} 151 | ```clojure 152 | method = sample (Default) 153 | sample 154 | num_samples = 100 155 | num_warmup = 200 156 | save_warmup = false (Default) 157 | thin = 1 (Default) 158 | adapt 159 | engaged = true (Default) 160 | gamma = 0.05 (Default) 161 | delta = 0.8 (Default) 162 | kappa = 0.75 (Default) 163 | t0 = 10 (Default) 164 | init_buffer = 75 (Default) 165 | term_buffer = 50 (Default) 166 | window = 25 (Default) 167 | save_metric = false (Default) 168 | algorithm = hmc (Default) 169 | hmc 170 | engine = nuts (Default) 171 | nuts 172 | max_depth = 10 (Default) 173 | metric = diag_e (Default) 174 | metric_file = (Default) 175 | stepsize = 1 (Default) 176 | stepsize_jitter = 0 (Default) 177 | num_chains = 4 178 | id = 1 (Default) 179 | data 180 | file = /tmp/scicloj-files/session-dir-9036255698493098978/file-1326435404593930035.json 181 | init = 2 (Default) 182 | random 183 | seed = 3957778942 (Default) 184 | output 185 | file = /tmp/scicloj-files/session-dir-9036255698493098978/file-18377587113006538761.csv 186 | diagnostic_file = (Default) 187 | refresh = 100 (Default) 188 | sig_figs = -1 (Default) 189 | profile_file = profile.csv (Default) 190 | save_cmdstan_config = false (Default) 191 | num_threads = 1 (Default) 192 | 193 | 194 | Gradient evaluation took 4e-06 seconds 195 | 1000 transitions using 10 leapfrog steps per transition would take 0.04 seconds. 196 | Adjust your expectations accordingly! 197 | 198 | 199 | 200 | Gradient evaluation took 1e-06 seconds 201 | 1000 transitions using 10 leapfrog steps per transition would take 0.01 seconds. 202 | Adjust your expectations accordingly! 203 | 204 | 205 | 206 | Gradient evaluation took 1e-06 seconds 207 | 1000 transitions using 10 leapfrog steps per transition would take 0.01 seconds. 208 | Adjust your expectations accordingly! 209 | 210 | 211 | 212 | Gradient evaluation took 1e-06 seconds 213 | 1000 transitions using 10 leapfrog steps per transition would take 0.01 seconds. 214 | Adjust your expectations accordingly! 215 | 216 | 217 | Chain [1] Iteration: 1 / 300 [ 0%] (Warmup) 218 | Chain [1] Iteration: 100 / 300 [ 33%] (Warmup) 219 | Chain [1] Iteration: 200 / 300 [ 66%] (Warmup) 220 | Chain [1] Iteration: 201 / 300 [ 67%] (Sampling) 221 | Chain [1] Iteration: 300 / 300 [100%] (Sampling) 222 | 223 | Elapsed Time: 0 seconds (Warm-up) 224 | 0.001 seconds (Sampling) 225 | 0.001 seconds (Total) 226 | 227 | Chain [2] Iteration: 1 / 300 [ 0%] (Warmup) 228 | Chain [2] Iteration: 100 / 300 [ 33%] (Warmup) 229 | Chain [2] Iteration: 200 / 300 [ 66%] (Warmup) 230 | Chain [2] Iteration: 201 / 300 [ 67%] (Sampling) 231 | Chain [2] Iteration: 300 / 300 [100%] (Sampling) 232 | 233 | Elapsed Time: 0.001 seconds (Warm-up) 234 | 0.001 seconds (Sampling) 235 | 0.002 seconds (Total) 236 | 237 | Chain [3] Iteration: 1 / 300 [ 0%] (Warmup) 238 | Chain [3] Iteration: 100 / 300 [ 33%] (Warmup) 239 | Chain [3] Iteration: 200 / 300 [ 66%] (Warmup) 240 | Chain [3] Iteration: 201 / 300 [ 67%] (Sampling) 241 | Chain [3] Iteration: 300 / 300 [100%] (Sampling) 242 | 243 | Elapsed Time: 0.001 seconds (Warm-up) 244 | 0.001 seconds (Sampling) 245 | 0.002 seconds (Total) 246 | 247 | Chain [4] Iteration: 1 / 300 [ 0%] (Warmup) 248 | Chain [4] Iteration: 100 / 300 [ 33%] (Warmup) 249 | Chain [4] Iteration: 200 / 300 [ 66%] (Warmup) 250 | Chain [4] Iteration: 201 / 300 [ 67%] (Sampling) 251 | Chain [4] Iteration: 300 / 300 [100%] (Sampling) 252 | 253 | Elapsed Time: 0.001 seconds (Warm-up) 254 | 0.001 seconds (Sampling) 255 | 0.002 seconds (Total) 256 | 257 | ``` 258 | ::: 259 | 260 | 261 | Here are the sampels: 262 | 263 | 264 | ::: {.sourceClojure} 265 | ```clojure 266 | (-> sampling 267 | :samples) 268 | ``` 269 | ::: 270 | 271 | 272 | ::: {.clay-dataset} 273 | model samples [400 10]: 274 | 275 | | :lp__ | :accept_stat__ | :stepsize__ | :treedepth__ | :n_leapfrog__ | :divergent__ | :energy__ | :theta | :i | :chain | 276 | |---------:|---------------:|------------:|-------------:|--------------:|-------------:|----------:|----------:|----:|-------:| 277 | | -9.51599 | 0.805128 | 1.15844 | 1 | 3 | 0 | 9.69947 | 0.0496807 | 0 | 0 | 278 | | -8.85840 | 1.000000 | 1.15844 | 2 | 3 | 0 | 9.52782 | 0.0653906 | 1 | 0 | 279 | | -7.02438 | 1.000000 | 1.15844 | 2 | 3 | 0 | 8.50706 | 0.2239590 | 2 | 0 | 280 | | -7.04063 | 0.997923 | 1.15844 | 2 | 3 | 0 | 7.04199 | 0.2534120 | 3 | 0 | 281 | | -7.03067 | 1.000000 | 1.15844 | 1 | 1 | 0 | 7.03864 | 0.2457840 | 4 | 0 | 282 | | -7.02315 | 1.000000 | 1.15844 | 1 | 3 | 0 | 7.02901 | 0.2344560 | 5 | 0 | 283 | | -7.19824 | 0.847392 | 1.15844 | 2 | 3 | 0 | 7.99303 | 0.1667100 | 6 | 0 | 284 | | -7.02269 | 0.913278 | 1.15844 | 2 | 3 | 0 | 7.86257 | 0.2297840 | 7 | 0 | 285 | | -9.64694 | 0.459305 | 1.15844 | 2 | 7 | 0 | 11.37570 | 0.0471368 | 8 | 0 | 286 | | -9.96135 | 0.980419 | 1.15844 | 1 | 1 | 0 | 10.16410 | 0.0416407 | 9 | 0 | 287 | | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | 288 | | -7.39333 | 0.979176 | 0.76039 | 1 | 3 | 0 | 10.07890 | 0.1413660 | 89 | 3 | 289 | | -7.03313 | 0.965367 | 0.76039 | 1 | 3 | 0 | 7.86278 | 0.2479700 | 90 | 3 | 290 | | -7.02413 | 0.998220 | 0.76039 | 1 | 3 | 0 | 7.05091 | 0.2244690 | 91 | 3 | 291 | | -7.13274 | 0.980484 | 0.76039 | 1 | 3 | 0 | 7.20265 | 0.1791500 | 92 | 3 | 292 | | -7.09009 | 0.993959 | 0.76039 | 3 | 7 | 0 | 7.22993 | 0.2754480 | 93 | 3 | 293 | | -7.09009 | 0.792667 | 0.76039 | 1 | 3 | 0 | 8.67380 | 0.2754480 | 94 | 3 | 294 | | -7.11105 | 0.996362 | 0.76039 | 1 | 1 | 0 | 7.11682 | 0.2821960 | 95 | 3 | 295 | | -7.18368 | 0.987158 | 0.76039 | 1 | 1 | 0 | 7.18537 | 0.3011620 | 96 | 3 | 296 | | -7.22798 | 0.893079 | 0.76039 | 1 | 3 | 0 | 8.10309 | 0.1619810 | 97 | 3 | 297 | | -7.22149 | 1.000000 | 0.76039 | 2 | 3 | 0 | 7.25067 | 0.1629750 | 98 | 3 | 298 | | -7.08568 | 0.960621 | 0.76039 | 1 | 3 | 0 | 7.73196 | 0.2739090 | 99 | 3 | 299 | 300 | 301 | ::: 302 | 303 | 304 | The histogram of $\theta$: 305 | 306 | 307 | ::: {.sourceClojure} 308 | ```clojure 309 | (-> sampling 310 | :samples 311 | (tc/group-by [:chain] {:result-type :as-map}) 312 | (update-vals 313 | (fn [chain-samples] 314 | (-> chain-samples 315 | (plotly/layer-histogram {:=x :theta 316 | :=histogram-nbins 100}))))) 317 | ``` 318 | ::: 319 | 320 | 321 | 322 | ```{=html} 323 |

{

{:chain 0}
324 | 
{:chain 1}
326 | 
{:chain 2}
328 | 
{:chain 3}
330 |

}

332 | ``` 333 | 334 | 335 | The trace plot of $\theta$: 336 | 337 | 338 | ::: {.sourceClojure} 339 | ```clojure 340 | (-> sampling 341 | :samples 342 | (plotly/layer-line {:=x :i 343 | :=y :theta 344 | :=color :chain 345 | :=color-type :nominal 346 | :=mark-opacity 0.5})) 347 | ``` 348 | ::: 349 | 350 | 351 | 352 | ```{=html} 353 |
355 | ``` 356 | 357 | 358 | 359 | ```{=html} 360 |
361 | ``` 362 | 363 | 364 | 365 | ```{=html} 366 | 367 | ``` 368 | -------------------------------------------------------------------------------- /docs/index_files/libs/quarto-html/quarto.js: -------------------------------------------------------------------------------- 1 | const sectionChanged = new CustomEvent("quarto-sectionChanged", { 2 | detail: {}, 3 | bubbles: true, 4 | cancelable: false, 5 | composed: false, 6 | }); 7 | 8 | const layoutMarginEls = () => { 9 | // Find any conflicting margin elements and add margins to the 10 | // top to prevent overlap 11 | const marginChildren = window.document.querySelectorAll( 12 | ".column-margin.column-container > *, .margin-caption, .aside" 13 | ); 14 | 15 | let lastBottom = 0; 16 | for (const marginChild of marginChildren) { 17 | if (marginChild.offsetParent !== null) { 18 | // clear the top margin so we recompute it 19 | marginChild.style.marginTop = null; 20 | const top = marginChild.getBoundingClientRect().top + window.scrollY; 21 | if (top < lastBottom) { 22 | const marginChildStyle = window.getComputedStyle(marginChild); 23 | const marginBottom = parseFloat(marginChildStyle["marginBottom"]); 24 | const margin = lastBottom - top + marginBottom; 25 | marginChild.style.marginTop = `${margin}px`; 26 | } 27 | const styles = window.getComputedStyle(marginChild); 28 | const marginTop = parseFloat(styles["marginTop"]); 29 | lastBottom = top + marginChild.getBoundingClientRect().height + marginTop; 30 | } 31 | } 32 | }; 33 | 34 | window.document.addEventListener("DOMContentLoaded", function (_event) { 35 | // Recompute the position of margin elements anytime the body size changes 36 | if (window.ResizeObserver) { 37 | const resizeObserver = new window.ResizeObserver( 38 | throttle(() => { 39 | layoutMarginEls(); 40 | if ( 41 | window.document.body.getBoundingClientRect().width < 990 && 42 | isReaderMode() 43 | ) { 44 | quartoToggleReader(); 45 | } 46 | }, 50) 47 | ); 48 | resizeObserver.observe(window.document.body); 49 | } 50 | 51 | const tocEl = window.document.querySelector('nav.toc-active[role="doc-toc"]'); 52 | const sidebarEl = window.document.getElementById("quarto-sidebar"); 53 | const leftTocEl = window.document.getElementById("quarto-sidebar-toc-left"); 54 | const marginSidebarEl = window.document.getElementById( 55 | "quarto-margin-sidebar" 56 | ); 57 | // function to determine whether the element has a previous sibling that is active 58 | const prevSiblingIsActiveLink = (el) => { 59 | const sibling = el.previousElementSibling; 60 | if (sibling && sibling.tagName === "A") { 61 | return sibling.classList.contains("active"); 62 | } else { 63 | return false; 64 | } 65 | }; 66 | 67 | // fire slideEnter for bootstrap tab activations (for htmlwidget resize behavior) 68 | function fireSlideEnter(e) { 69 | const event = window.document.createEvent("Event"); 70 | event.initEvent("slideenter", true, true); 71 | window.document.dispatchEvent(event); 72 | } 73 | const tabs = window.document.querySelectorAll('a[data-bs-toggle="tab"]'); 74 | tabs.forEach((tab) => { 75 | tab.addEventListener("shown.bs.tab", fireSlideEnter); 76 | }); 77 | 78 | // fire slideEnter for tabby tab activations (for htmlwidget resize behavior) 79 | document.addEventListener("tabby", fireSlideEnter, false); 80 | 81 | // Track scrolling and mark TOC links as active 82 | // get table of contents and sidebar (bail if we don't have at least one) 83 | const tocLinks = tocEl 84 | ? [...tocEl.querySelectorAll("a[data-scroll-target]")] 85 | : []; 86 | const makeActive = (link) => tocLinks[link].classList.add("active"); 87 | const removeActive = (link) => tocLinks[link].classList.remove("active"); 88 | const removeAllActive = () => 89 | [...Array(tocLinks.length).keys()].forEach((link) => removeActive(link)); 90 | 91 | // activate the anchor for a section associated with this TOC entry 92 | tocLinks.forEach((link) => { 93 | link.addEventListener("click", () => { 94 | if (link.href.indexOf("#") !== -1) { 95 | const anchor = link.href.split("#")[1]; 96 | const heading = window.document.querySelector( 97 | `[data-anchor-id="${anchor}"]` 98 | ); 99 | if (heading) { 100 | // Add the class 101 | heading.classList.add("reveal-anchorjs-link"); 102 | 103 | // function to show the anchor 104 | const handleMouseout = () => { 105 | heading.classList.remove("reveal-anchorjs-link"); 106 | heading.removeEventListener("mouseout", handleMouseout); 107 | }; 108 | 109 | // add a function to clear the anchor when the user mouses out of it 110 | heading.addEventListener("mouseout", handleMouseout); 111 | } 112 | } 113 | }); 114 | }); 115 | 116 | const sections = tocLinks.map((link) => { 117 | const target = link.getAttribute("data-scroll-target"); 118 | if (target.startsWith("#")) { 119 | return window.document.getElementById(decodeURI(`${target.slice(1)}`)); 120 | } else { 121 | return window.document.querySelector(decodeURI(`${target}`)); 122 | } 123 | }); 124 | 125 | const sectionMargin = 200; 126 | let currentActive = 0; 127 | // track whether we've initialized state the first time 128 | let init = false; 129 | 130 | const updateActiveLink = () => { 131 | // The index from bottom to top (e.g. reversed list) 132 | let sectionIndex = -1; 133 | if ( 134 | window.innerHeight + window.pageYOffset >= 135 | window.document.body.offsetHeight 136 | ) { 137 | // This is the no-scroll case where last section should be the active one 138 | sectionIndex = 0; 139 | } else { 140 | // This finds the last section visible on screen that should be made active 141 | sectionIndex = [...sections].reverse().findIndex((section) => { 142 | if (section) { 143 | return window.pageYOffset >= section.offsetTop - sectionMargin; 144 | } else { 145 | return false; 146 | } 147 | }); 148 | } 149 | if (sectionIndex > -1) { 150 | const current = sections.length - sectionIndex - 1; 151 | if (current !== currentActive) { 152 | removeAllActive(); 153 | currentActive = current; 154 | makeActive(current); 155 | if (init) { 156 | window.dispatchEvent(sectionChanged); 157 | } 158 | init = true; 159 | } 160 | } 161 | }; 162 | 163 | const inHiddenRegion = (top, bottom, hiddenRegions) => { 164 | for (const region of hiddenRegions) { 165 | if (top <= region.bottom && bottom >= region.top) { 166 | return true; 167 | } 168 | } 169 | return false; 170 | }; 171 | 172 | const categorySelector = "header.quarto-title-block .quarto-category"; 173 | const activateCategories = (href) => { 174 | // Find any categories 175 | // Surround them with a link pointing back to: 176 | // #category=Authoring 177 | try { 178 | const categoryEls = window.document.querySelectorAll(categorySelector); 179 | for (const categoryEl of categoryEls) { 180 | const categoryText = categoryEl.textContent; 181 | if (categoryText) { 182 | const link = `${href}#category=${encodeURIComponent(categoryText)}`; 183 | const linkEl = window.document.createElement("a"); 184 | linkEl.setAttribute("href", link); 185 | for (const child of categoryEl.childNodes) { 186 | linkEl.append(child); 187 | } 188 | categoryEl.appendChild(linkEl); 189 | } 190 | } 191 | } catch { 192 | // Ignore errors 193 | } 194 | }; 195 | function hasTitleCategories() { 196 | return window.document.querySelector(categorySelector) !== null; 197 | } 198 | 199 | function offsetRelativeUrl(url) { 200 | const offset = getMeta("quarto:offset"); 201 | return offset ? offset + url : url; 202 | } 203 | 204 | function offsetAbsoluteUrl(url) { 205 | const offset = getMeta("quarto:offset"); 206 | const baseUrl = new URL(offset, window.location); 207 | 208 | const projRelativeUrl = url.replace(baseUrl, ""); 209 | if (projRelativeUrl.startsWith("/")) { 210 | return projRelativeUrl; 211 | } else { 212 | return "/" + projRelativeUrl; 213 | } 214 | } 215 | 216 | // read a meta tag value 217 | function getMeta(metaName) { 218 | const metas = window.document.getElementsByTagName("meta"); 219 | for (let i = 0; i < metas.length; i++) { 220 | if (metas[i].getAttribute("name") === metaName) { 221 | return metas[i].getAttribute("content"); 222 | } 223 | } 224 | return ""; 225 | } 226 | 227 | async function findAndActivateCategories() { 228 | // Categories search with listing only use path without query 229 | const currentPagePath = offsetAbsoluteUrl( 230 | window.location.origin + window.location.pathname 231 | ); 232 | const response = await fetch(offsetRelativeUrl("listings.json")); 233 | if (response.status == 200) { 234 | return response.json().then(function (listingPaths) { 235 | const listingHrefs = []; 236 | for (const listingPath of listingPaths) { 237 | const pathWithoutLeadingSlash = listingPath.listing.substring(1); 238 | for (const item of listingPath.items) { 239 | if ( 240 | item === currentPagePath || 241 | item === currentPagePath + "index.html" 242 | ) { 243 | // Resolve this path against the offset to be sure 244 | // we already are using the correct path to the listing 245 | // (this adjusts the listing urls to be rooted against 246 | // whatever root the page is actually running against) 247 | const relative = offsetRelativeUrl(pathWithoutLeadingSlash); 248 | const baseUrl = window.location; 249 | const resolvedPath = new URL(relative, baseUrl); 250 | listingHrefs.push(resolvedPath.pathname); 251 | break; 252 | } 253 | } 254 | } 255 | 256 | // Look up the tree for a nearby linting and use that if we find one 257 | const nearestListing = findNearestParentListing( 258 | offsetAbsoluteUrl(window.location.pathname), 259 | listingHrefs 260 | ); 261 | if (nearestListing) { 262 | activateCategories(nearestListing); 263 | } else { 264 | // See if the referrer is a listing page for this item 265 | const referredRelativePath = offsetAbsoluteUrl(document.referrer); 266 | const referrerListing = listingHrefs.find((listingHref) => { 267 | const isListingReferrer = 268 | listingHref === referredRelativePath || 269 | listingHref === referredRelativePath + "index.html"; 270 | return isListingReferrer; 271 | }); 272 | 273 | if (referrerListing) { 274 | // Try to use the referrer if possible 275 | activateCategories(referrerListing); 276 | } else if (listingHrefs.length > 0) { 277 | // Otherwise, just fall back to the first listing 278 | activateCategories(listingHrefs[0]); 279 | } 280 | } 281 | }); 282 | } 283 | } 284 | if (hasTitleCategories()) { 285 | findAndActivateCategories(); 286 | } 287 | 288 | const findNearestParentListing = (href, listingHrefs) => { 289 | if (!href || !listingHrefs) { 290 | return undefined; 291 | } 292 | // Look up the tree for a nearby linting and use that if we find one 293 | const relativeParts = href.substring(1).split("/"); 294 | while (relativeParts.length > 0) { 295 | const path = relativeParts.join("/"); 296 | for (const listingHref of listingHrefs) { 297 | if (listingHref.startsWith(path)) { 298 | return listingHref; 299 | } 300 | } 301 | relativeParts.pop(); 302 | } 303 | 304 | return undefined; 305 | }; 306 | 307 | const manageSidebarVisiblity = (el, placeholderDescriptor) => { 308 | let isVisible = true; 309 | let elRect; 310 | 311 | return (hiddenRegions) => { 312 | if (el === null) { 313 | return; 314 | } 315 | 316 | // Find the last element of the TOC 317 | const lastChildEl = el.lastElementChild; 318 | 319 | if (lastChildEl) { 320 | // Converts the sidebar to a menu 321 | const convertToMenu = () => { 322 | for (const child of el.children) { 323 | child.style.opacity = 0; 324 | child.style.overflow = "hidden"; 325 | child.style.pointerEvents = "none"; 326 | } 327 | 328 | nexttick(() => { 329 | const toggleContainer = window.document.createElement("div"); 330 | toggleContainer.style.width = "100%"; 331 | toggleContainer.classList.add("zindex-over-content"); 332 | toggleContainer.classList.add("quarto-sidebar-toggle"); 333 | toggleContainer.classList.add("headroom-target"); // Marks this to be managed by headeroom 334 | toggleContainer.id = placeholderDescriptor.id; 335 | toggleContainer.style.position = "fixed"; 336 | 337 | const toggleIcon = window.document.createElement("i"); 338 | toggleIcon.classList.add("quarto-sidebar-toggle-icon"); 339 | toggleIcon.classList.add("bi"); 340 | toggleIcon.classList.add("bi-caret-down-fill"); 341 | 342 | const toggleTitle = window.document.createElement("div"); 343 | const titleEl = window.document.body.querySelector( 344 | placeholderDescriptor.titleSelector 345 | ); 346 | if (titleEl) { 347 | toggleTitle.append( 348 | titleEl.textContent || titleEl.innerText, 349 | toggleIcon 350 | ); 351 | } 352 | toggleTitle.classList.add("zindex-over-content"); 353 | toggleTitle.classList.add("quarto-sidebar-toggle-title"); 354 | toggleContainer.append(toggleTitle); 355 | 356 | const toggleContents = window.document.createElement("div"); 357 | toggleContents.classList = el.classList; 358 | toggleContents.classList.add("zindex-over-content"); 359 | toggleContents.classList.add("quarto-sidebar-toggle-contents"); 360 | for (const child of el.children) { 361 | if (child.id === "toc-title") { 362 | continue; 363 | } 364 | 365 | const clone = child.cloneNode(true); 366 | clone.style.opacity = 1; 367 | clone.style.pointerEvents = null; 368 | clone.style.display = null; 369 | toggleContents.append(clone); 370 | } 371 | toggleContents.style.height = "0px"; 372 | const positionToggle = () => { 373 | // position the element (top left of parent, same width as parent) 374 | if (!elRect) { 375 | elRect = el.getBoundingClientRect(); 376 | } 377 | toggleContainer.style.left = `${elRect.left}px`; 378 | toggleContainer.style.top = `${elRect.top}px`; 379 | toggleContainer.style.width = `${elRect.width}px`; 380 | }; 381 | positionToggle(); 382 | 383 | toggleContainer.append(toggleContents); 384 | el.parentElement.prepend(toggleContainer); 385 | 386 | // Process clicks 387 | let tocShowing = false; 388 | // Allow the caller to control whether this is dismissed 389 | // when it is clicked (e.g. sidebar navigation supports 390 | // opening and closing the nav tree, so don't dismiss on click) 391 | const clickEl = placeholderDescriptor.dismissOnClick 392 | ? toggleContainer 393 | : toggleTitle; 394 | 395 | const closeToggle = () => { 396 | if (tocShowing) { 397 | toggleContainer.classList.remove("expanded"); 398 | toggleContents.style.height = "0px"; 399 | tocShowing = false; 400 | } 401 | }; 402 | 403 | // Get rid of any expanded toggle if the user scrolls 404 | window.document.addEventListener( 405 | "scroll", 406 | throttle(() => { 407 | closeToggle(); 408 | }, 50) 409 | ); 410 | 411 | // Handle positioning of the toggle 412 | window.addEventListener( 413 | "resize", 414 | throttle(() => { 415 | elRect = undefined; 416 | positionToggle(); 417 | }, 50) 418 | ); 419 | 420 | window.addEventListener("quarto-hrChanged", () => { 421 | elRect = undefined; 422 | }); 423 | 424 | // Process the click 425 | clickEl.onclick = () => { 426 | if (!tocShowing) { 427 | toggleContainer.classList.add("expanded"); 428 | toggleContents.style.height = null; 429 | tocShowing = true; 430 | } else { 431 | closeToggle(); 432 | } 433 | }; 434 | }); 435 | }; 436 | 437 | // Converts a sidebar from a menu back to a sidebar 438 | const convertToSidebar = () => { 439 | for (const child of el.children) { 440 | child.style.opacity = 1; 441 | child.style.overflow = null; 442 | child.style.pointerEvents = null; 443 | } 444 | 445 | const placeholderEl = window.document.getElementById( 446 | placeholderDescriptor.id 447 | ); 448 | if (placeholderEl) { 449 | placeholderEl.remove(); 450 | } 451 | 452 | el.classList.remove("rollup"); 453 | }; 454 | 455 | if (isReaderMode()) { 456 | convertToMenu(); 457 | isVisible = false; 458 | } else { 459 | // Find the top and bottom o the element that is being managed 460 | const elTop = el.offsetTop; 461 | const elBottom = 462 | elTop + lastChildEl.offsetTop + lastChildEl.offsetHeight; 463 | 464 | if (!isVisible) { 465 | // If the element is current not visible reveal if there are 466 | // no conflicts with overlay regions 467 | if (!inHiddenRegion(elTop, elBottom, hiddenRegions)) { 468 | convertToSidebar(); 469 | isVisible = true; 470 | } 471 | } else { 472 | // If the element is visible, hide it if it conflicts with overlay regions 473 | // and insert a placeholder toggle (or if we're in reader mode) 474 | if (inHiddenRegion(elTop, elBottom, hiddenRegions)) { 475 | convertToMenu(); 476 | isVisible = false; 477 | } 478 | } 479 | } 480 | } 481 | }; 482 | }; 483 | 484 | const tabEls = document.querySelectorAll('a[data-bs-toggle="tab"]'); 485 | for (const tabEl of tabEls) { 486 | const id = tabEl.getAttribute("data-bs-target"); 487 | if (id) { 488 | const columnEl = document.querySelector( 489 | `${id} .column-margin, .tabset-margin-content` 490 | ); 491 | if (columnEl) 492 | tabEl.addEventListener("shown.bs.tab", function (event) { 493 | const el = event.srcElement; 494 | if (el) { 495 | const visibleCls = `${el.id}-margin-content`; 496 | // walk up until we find a parent tabset 497 | let panelTabsetEl = el.parentElement; 498 | while (panelTabsetEl) { 499 | if (panelTabsetEl.classList.contains("panel-tabset")) { 500 | break; 501 | } 502 | panelTabsetEl = panelTabsetEl.parentElement; 503 | } 504 | 505 | if (panelTabsetEl) { 506 | const prevSib = panelTabsetEl.previousElementSibling; 507 | if ( 508 | prevSib && 509 | prevSib.classList.contains("tabset-margin-container") 510 | ) { 511 | const childNodes = prevSib.querySelectorAll( 512 | ".tabset-margin-content" 513 | ); 514 | for (const childEl of childNodes) { 515 | if (childEl.classList.contains(visibleCls)) { 516 | childEl.classList.remove("collapse"); 517 | } else { 518 | childEl.classList.add("collapse"); 519 | } 520 | } 521 | } 522 | } 523 | } 524 | 525 | layoutMarginEls(); 526 | }); 527 | } 528 | } 529 | 530 | // Manage the visibility of the toc and the sidebar 531 | const marginScrollVisibility = manageSidebarVisiblity(marginSidebarEl, { 532 | id: "quarto-toc-toggle", 533 | titleSelector: "#toc-title", 534 | dismissOnClick: true, 535 | }); 536 | const sidebarScrollVisiblity = manageSidebarVisiblity(sidebarEl, { 537 | id: "quarto-sidebarnav-toggle", 538 | titleSelector: ".title", 539 | dismissOnClick: false, 540 | }); 541 | let tocLeftScrollVisibility; 542 | if (leftTocEl) { 543 | tocLeftScrollVisibility = manageSidebarVisiblity(leftTocEl, { 544 | id: "quarto-lefttoc-toggle", 545 | titleSelector: "#toc-title", 546 | dismissOnClick: true, 547 | }); 548 | } 549 | 550 | // Find the first element that uses formatting in special columns 551 | const conflictingEls = window.document.body.querySelectorAll( 552 | '[class^="column-"], [class*=" column-"], aside, [class*="margin-caption"], [class*=" margin-caption"], [class*="margin-ref"], [class*=" margin-ref"]' 553 | ); 554 | 555 | // Filter all the possibly conflicting elements into ones 556 | // the do conflict on the left or ride side 557 | const arrConflictingEls = Array.from(conflictingEls); 558 | const leftSideConflictEls = arrConflictingEls.filter((el) => { 559 | if (el.tagName === "ASIDE") { 560 | return false; 561 | } 562 | return Array.from(el.classList).find((className) => { 563 | return ( 564 | className !== "column-body" && 565 | className.startsWith("column-") && 566 | !className.endsWith("right") && 567 | !className.endsWith("container") && 568 | className !== "column-margin" 569 | ); 570 | }); 571 | }); 572 | const rightSideConflictEls = arrConflictingEls.filter((el) => { 573 | if (el.tagName === "ASIDE") { 574 | return true; 575 | } 576 | 577 | const hasMarginCaption = Array.from(el.classList).find((className) => { 578 | return className == "margin-caption"; 579 | }); 580 | if (hasMarginCaption) { 581 | return true; 582 | } 583 | 584 | return Array.from(el.classList).find((className) => { 585 | return ( 586 | className !== "column-body" && 587 | !className.endsWith("container") && 588 | className.startsWith("column-") && 589 | !className.endsWith("left") 590 | ); 591 | }); 592 | }); 593 | 594 | const kOverlapPaddingSize = 10; 595 | function toRegions(els) { 596 | return els.map((el) => { 597 | const boundRect = el.getBoundingClientRect(); 598 | const top = 599 | boundRect.top + 600 | document.documentElement.scrollTop - 601 | kOverlapPaddingSize; 602 | return { 603 | top, 604 | bottom: top + el.scrollHeight + 2 * kOverlapPaddingSize, 605 | }; 606 | }); 607 | } 608 | 609 | let hasObserved = false; 610 | const visibleItemObserver = (els) => { 611 | let visibleElements = [...els]; 612 | const intersectionObserver = new IntersectionObserver( 613 | (entries, _observer) => { 614 | entries.forEach((entry) => { 615 | if (entry.isIntersecting) { 616 | if (visibleElements.indexOf(entry.target) === -1) { 617 | visibleElements.push(entry.target); 618 | } 619 | } else { 620 | visibleElements = visibleElements.filter((visibleEntry) => { 621 | return visibleEntry !== entry; 622 | }); 623 | } 624 | }); 625 | 626 | if (!hasObserved) { 627 | hideOverlappedSidebars(); 628 | } 629 | hasObserved = true; 630 | }, 631 | {} 632 | ); 633 | els.forEach((el) => { 634 | intersectionObserver.observe(el); 635 | }); 636 | 637 | return { 638 | getVisibleEntries: () => { 639 | return visibleElements; 640 | }, 641 | }; 642 | }; 643 | 644 | const rightElementObserver = visibleItemObserver(rightSideConflictEls); 645 | const leftElementObserver = visibleItemObserver(leftSideConflictEls); 646 | 647 | const hideOverlappedSidebars = () => { 648 | marginScrollVisibility(toRegions(rightElementObserver.getVisibleEntries())); 649 | sidebarScrollVisiblity(toRegions(leftElementObserver.getVisibleEntries())); 650 | if (tocLeftScrollVisibility) { 651 | tocLeftScrollVisibility( 652 | toRegions(leftElementObserver.getVisibleEntries()) 653 | ); 654 | } 655 | }; 656 | 657 | window.quartoToggleReader = () => { 658 | // Applies a slow class (or removes it) 659 | // to update the transition speed 660 | const slowTransition = (slow) => { 661 | const manageTransition = (id, slow) => { 662 | const el = document.getElementById(id); 663 | if (el) { 664 | if (slow) { 665 | el.classList.add("slow"); 666 | } else { 667 | el.classList.remove("slow"); 668 | } 669 | } 670 | }; 671 | 672 | manageTransition("TOC", slow); 673 | manageTransition("quarto-sidebar", slow); 674 | }; 675 | const readerMode = !isReaderMode(); 676 | setReaderModeValue(readerMode); 677 | 678 | // If we're entering reader mode, slow the transition 679 | if (readerMode) { 680 | slowTransition(readerMode); 681 | } 682 | highlightReaderToggle(readerMode); 683 | hideOverlappedSidebars(); 684 | 685 | // If we're exiting reader mode, restore the non-slow transition 686 | if (!readerMode) { 687 | slowTransition(!readerMode); 688 | } 689 | }; 690 | 691 | const highlightReaderToggle = (readerMode) => { 692 | const els = document.querySelectorAll(".quarto-reader-toggle"); 693 | if (els) { 694 | els.forEach((el) => { 695 | if (readerMode) { 696 | el.classList.add("reader"); 697 | } else { 698 | el.classList.remove("reader"); 699 | } 700 | }); 701 | } 702 | }; 703 | 704 | const setReaderModeValue = (val) => { 705 | if (window.location.protocol !== "file:") { 706 | window.localStorage.setItem("quarto-reader-mode", val); 707 | } else { 708 | localReaderMode = val; 709 | } 710 | }; 711 | 712 | const isReaderMode = () => { 713 | if (window.location.protocol !== "file:") { 714 | return window.localStorage.getItem("quarto-reader-mode") === "true"; 715 | } else { 716 | return localReaderMode; 717 | } 718 | }; 719 | let localReaderMode = null; 720 | 721 | const tocOpenDepthStr = tocEl?.getAttribute("data-toc-expanded"); 722 | const tocOpenDepth = tocOpenDepthStr ? Number(tocOpenDepthStr) : 1; 723 | 724 | // Walk the TOC and collapse/expand nodes 725 | // Nodes are expanded if: 726 | // - they are top level 727 | // - they have children that are 'active' links 728 | // - they are directly below an link that is 'active' 729 | const walk = (el, depth) => { 730 | // Tick depth when we enter a UL 731 | if (el.tagName === "UL") { 732 | depth = depth + 1; 733 | } 734 | 735 | // It this is active link 736 | let isActiveNode = false; 737 | if (el.tagName === "A" && el.classList.contains("active")) { 738 | isActiveNode = true; 739 | } 740 | 741 | // See if there is an active child to this element 742 | let hasActiveChild = false; 743 | for (child of el.children) { 744 | hasActiveChild = walk(child, depth) || hasActiveChild; 745 | } 746 | 747 | // Process the collapse state if this is an UL 748 | if (el.tagName === "UL") { 749 | if (tocOpenDepth === -1 && depth > 1) { 750 | // toc-expand: false 751 | el.classList.add("collapse"); 752 | } else if ( 753 | depth <= tocOpenDepth || 754 | hasActiveChild || 755 | prevSiblingIsActiveLink(el) 756 | ) { 757 | el.classList.remove("collapse"); 758 | } else { 759 | el.classList.add("collapse"); 760 | } 761 | 762 | // untick depth when we leave a UL 763 | depth = depth - 1; 764 | } 765 | return hasActiveChild || isActiveNode; 766 | }; 767 | 768 | // walk the TOC and expand / collapse any items that should be shown 769 | if (tocEl) { 770 | updateActiveLink(); 771 | walk(tocEl, 0); 772 | } 773 | 774 | // Throttle the scroll event and walk peridiocally 775 | window.document.addEventListener( 776 | "scroll", 777 | throttle(() => { 778 | if (tocEl) { 779 | updateActiveLink(); 780 | walk(tocEl, 0); 781 | } 782 | if (!isReaderMode()) { 783 | hideOverlappedSidebars(); 784 | } 785 | }, 5) 786 | ); 787 | window.addEventListener( 788 | "resize", 789 | throttle(() => { 790 | if (tocEl) { 791 | updateActiveLink(); 792 | walk(tocEl, 0); 793 | } 794 | if (!isReaderMode()) { 795 | hideOverlappedSidebars(); 796 | } 797 | }, 10) 798 | ); 799 | hideOverlappedSidebars(); 800 | highlightReaderToggle(isReaderMode()); 801 | }); 802 | 803 | // grouped tabsets 804 | window.addEventListener("pageshow", (_event) => { 805 | function getTabSettings() { 806 | const data = localStorage.getItem("quarto-persistent-tabsets-data"); 807 | if (!data) { 808 | localStorage.setItem("quarto-persistent-tabsets-data", "{}"); 809 | return {}; 810 | } 811 | if (data) { 812 | return JSON.parse(data); 813 | } 814 | } 815 | 816 | function setTabSettings(data) { 817 | localStorage.setItem( 818 | "quarto-persistent-tabsets-data", 819 | JSON.stringify(data) 820 | ); 821 | } 822 | 823 | function setTabState(groupName, groupValue) { 824 | const data = getTabSettings(); 825 | data[groupName] = groupValue; 826 | setTabSettings(data); 827 | } 828 | 829 | function toggleTab(tab, active) { 830 | const tabPanelId = tab.getAttribute("aria-controls"); 831 | const tabPanel = document.getElementById(tabPanelId); 832 | if (active) { 833 | tab.classList.add("active"); 834 | tabPanel.classList.add("active"); 835 | } else { 836 | tab.classList.remove("active"); 837 | tabPanel.classList.remove("active"); 838 | } 839 | } 840 | 841 | function toggleAll(selectedGroup, selectorsToSync) { 842 | for (const [thisGroup, tabs] of Object.entries(selectorsToSync)) { 843 | const active = selectedGroup === thisGroup; 844 | for (const tab of tabs) { 845 | toggleTab(tab, active); 846 | } 847 | } 848 | } 849 | 850 | function findSelectorsToSyncByLanguage() { 851 | const result = {}; 852 | const tabs = Array.from( 853 | document.querySelectorAll(`div[data-group] a[id^='tabset-']`) 854 | ); 855 | for (const item of tabs) { 856 | const div = item.parentElement.parentElement.parentElement; 857 | const group = div.getAttribute("data-group"); 858 | if (!result[group]) { 859 | result[group] = {}; 860 | } 861 | const selectorsToSync = result[group]; 862 | const value = item.innerHTML; 863 | if (!selectorsToSync[value]) { 864 | selectorsToSync[value] = []; 865 | } 866 | selectorsToSync[value].push(item); 867 | } 868 | return result; 869 | } 870 | 871 | function setupSelectorSync() { 872 | const selectorsToSync = findSelectorsToSyncByLanguage(); 873 | Object.entries(selectorsToSync).forEach(([group, tabSetsByValue]) => { 874 | Object.entries(tabSetsByValue).forEach(([value, items]) => { 875 | items.forEach((item) => { 876 | item.addEventListener("click", (_event) => { 877 | setTabState(group, value); 878 | toggleAll(value, selectorsToSync[group]); 879 | }); 880 | }); 881 | }); 882 | }); 883 | return selectorsToSync; 884 | } 885 | 886 | const selectorsToSync = setupSelectorSync(); 887 | for (const [group, selectedName] of Object.entries(getTabSettings())) { 888 | const selectors = selectorsToSync[group]; 889 | // it's possible that stale state gives us empty selections, so we explicitly check here. 890 | if (selectors) { 891 | toggleAll(selectedName, selectors); 892 | } 893 | } 894 | }); 895 | 896 | function throttle(func, wait) { 897 | let waiting = false; 898 | return function () { 899 | if (!waiting) { 900 | func.apply(this, arguments); 901 | waiting = true; 902 | setTimeout(function () { 903 | waiting = false; 904 | }, wait); 905 | } 906 | }; 907 | } 908 | 909 | function nexttick(func) { 910 | return setTimeout(func, 0); 911 | } 912 | -------------------------------------------------------------------------------- /docs/index_files/libs/bootstrap/bootstrap.min.js: -------------------------------------------------------------------------------- 1 | /*! 2 | * Bootstrap v5.3.1 (https://getbootstrap.com/) 3 | * Copyright 2011-2023 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors) 4 | * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE) 5 | */ 6 | !function(t,e){"object"==typeof exports&&"undefined"!=typeof module?module.exports=e():"function"==typeof define&&define.amd?define(e):(t="undefined"!=typeof globalThis?globalThis:t||self).bootstrap=e()}(this,(function(){"use strict";const t=new Map,e={set(e,i,n){t.has(e)||t.set(e,new Map);const s=t.get(e);s.has(i)||0===s.size?s.set(i,n):console.error(`Bootstrap doesn't allow more than one instance per element. 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J,Z="x"===y?zt:Vt,tt="x"===y?Rt:qt,et=A[w],it="y"===w?"height":"width",nt=et+g[Z],st=et-g[tt],ot=-1!==[zt,Vt].indexOf(_),rt=null!=(J=null==x?void 0:x[w])?J:0,at=ot?nt:et-E[it]-T[it]-rt+O.altAxis,lt=ot?et+E[it]+T[it]-rt-O.altAxis:st,ct=f&&ot?function(t,e,i){var n=Ne(t,e,i);return n>i?i:n}(at,et,lt):Ne(f?at:nt,et,f?lt:st);A[w]=ct,k[w]=ct-et}e.modifiersData[n]=k}},requiresIfExists:["offset"]};function di(t,e,i){void 0===i&&(i=!1);var n,s,o=me(e),r=me(e)&&function(t){var e=t.getBoundingClientRect(),i=we(e.width)/t.offsetWidth||1,n=we(e.height)/t.offsetHeight||1;return 1!==i||1!==n}(e),a=Le(e),l=Te(t,r,i),c={scrollLeft:0,scrollTop:0},h={x:0,y:0};return(o||!o&&!i)&&(("body"!==ue(e)||Ue(a))&&(c=(n=e)!==fe(n)&&me(n)?{scrollLeft:(s=n).scrollLeft,scrollTop:s.scrollTop}:Xe(n)),me(e)?((h=Te(e,!0)).x+=e.clientLeft,h.y+=e.clientTop):a&&(h.x=Ye(a))),{x:l.left+c.scrollLeft-h.x,y:l.top+c.scrollTop-h.y,width:l.width,height:l.height}}function ui(t){var e=new Map,i=new Set,n=[];function 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 fi={placement:"bottom",modifiers:[],strategy:"absolute"};function pi(){for(var t=arguments.length,e=new Array(t),i=0;iNumber.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 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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:"
"},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:'',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 e.setAttribute("id",i),this._isAnimated()&&e.classList.add(ts),e}setContent(t){this._newContent=t,this._isShown()&&(this._disposePopper(),this.show())}_getTemplateFactory(t){return this._templateFactory?this._templateFactory.changeContent(t):this._templateFactory=new Jn({...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(ts)}_isShown(){return this.tip&&this.tip.classList.contains(es)}_createPopper(t){const e=g(this._config.placement,[this,t,this._element]),i=rs[e.toUpperCase()];return bi(this._element,t,this._getPopperConfig(i))}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_resolvePossibleFunction(t){return g(t,[this._element])}_getPopperConfig(t){const e={placement:t,modifiers:[{name:"flip",options:{fallbackPlacements:this._config.fallbackPlacements}},{name:"offset",options:{offset:this._getOffset()}},{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"arrow",options:{element:`.${this.constructor.NAME}-arrow`}},{name:"preSetPlacement",enabled:!0,phase:"beforeMain",fn:t=>{this._getTipElement().setAttribute("data-popper-placement",t.state.placement)}}]};return{...e,...g(this._config.popperConfig,[e])}}_setListeners(){const t=this._config.trigger.split(" ");for(const e of t)if("click"===e)N.on(this._element,this.constructor.eventName("click"),this._config.selector,(t=>{this._initializeOnDelegatedTarget(t).toggle()}));else if("manual"!==e){const t=e===ss?this.constructor.eventName("mouseenter"):this.constructor.eventName("focusin"),i=e===ss?this.constructor.eventName("mouseleave"):this.constructor.eventName("focusout");N.on(this._element,t,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusin"===t.type?os:ss]=!0,e._enter()})),N.on(this._element,i,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusout"===t.type?os:ss]=e._element.contains(t.relatedTarget),e._leave()}))}this._hideModalHandler=()=>{this._element&&this.hide()},N.on(this._element.closest(is),ns,this._hideModalHandler)}_fixTitle(){const t=this._element.getAttribute("title");t&&(this._element.getAttribute("aria-label")||this._element.textContent.trim()||this._element.setAttribute("aria-label",t),this._element.setAttribute("data-bs-original-title",t),this._element.removeAttribute("title"))}_enter(){this._isShown()||this._isHovered?this._isHovered=!0:(this._isHovered=!0,this._setTimeout((()=>{this._isHovered&&this.show()}),this._config.delay.show))}_leave(){this._isWithActiveTrigger()||(this._isHovered=!1,this._setTimeout((()=>{this._isHovered||this.hide()}),this._config.delay.hide))}_setTimeout(t,e){clearTimeout(this._timeout),this._timeout=setTimeout(t,e)}_isWithActiveTrigger(){return Object.values(this._activeTrigger).includes(!0)}_getConfig(t){const e=F.getDataAttributes(this._element);for(const t of Object.keys(e))Zn.has(t)&&delete e[t];return t={...e,..."object"==typeof t&&t?t:{}},t=this._mergeConfigObj(t),t=this._configAfterMerge(t),this._typeCheckConfig(t),t}_configAfterMerge(t){return t.container=!1===t.container?document.body:r(t.container),"number"==typeof t.delay&&(t.delay={show:t.delay,hide:t.delay}),"number"==typeof t.title&&(t.title=t.title.toString()),"number"==typeof t.content&&(t.content=t.content.toString()),t}_getDelegateConfig(){const t={};for(const[e,i]of Object.entries(this._config))this.constructor.Default[e]!==i&&(t[e]=i);return t.selector=!1,t.trigger="manual",t}_disposePopper(){this._popper&&(this._popper.destroy(),this._popper=null),this.tip&&(this.tip.remove(),this.tip=null)}static jQueryInterface(t){return this.each((function(){const e=cs.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}m(cs);const hs={...cs.Default,content:"",offset:[0,8],placement:"right",template:'',trigger:"click"},ds={...cs.DefaultType,content:"(null|string|element|function)"};class us extends cs{static get Default(){return hs}static get DefaultType(){return ds}static get NAME(){return"popover"}_isWithContent(){return this._getTitle()||this._getContent()}_getContentForTemplate(){return{".popover-header":this._getTitle(),".popover-body":this._getContent()}}_getContent(){return this._resolvePossibleFunction(this._config.content)}static jQueryInterface(t){return this.each((function(){const e=us.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}m(us);const fs=".bs.scrollspy",ps=`activate${fs}`,ms=`click${fs}`,gs=`load${fs}.data-api`,_s="active",bs="[href]",vs=".nav-link",ys=`${vs}, .nav-item > ${vs}, .list-group-item`,ws={offset:null,rootMargin:"0px 0px -25%",smoothScroll:!1,target:null,threshold:[.1,.5,1]},As={offset:"(number|null)",rootMargin:"string",smoothScroll:"boolean",target:"element",threshold:"array"};class Es extends W{constructor(t,e){super(t,e),this._targetLinks=new Map,this._observableSections=new 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e=this._observableSections.get(t.target.hash);if(e){t.preventDefault();const i=this._rootElement||window,n=e.offsetTop-this._element.offsetTop;if(i.scrollTo)return void i.scrollTo({top:n,behavior:"smooth"});i.scrollTop=n}})))}_getNewObserver(){const t={root:this._rootElement,threshold:this._config.threshold,rootMargin:this._config.rootMargin};return new IntersectionObserver((t=>this._observerCallback(t)),t)}_observerCallback(t){const e=t=>this._targetLinks.get(`#${t.target.id}`),i=t=>{this._previousScrollData.visibleEntryTop=t.target.offsetTop,this._process(e(t))},n=(this._rootElement||document.documentElement).scrollTop,s=n>=this._previousScrollData.parentScrollTop;this._previousScrollData.parentScrollTop=n;for(const o of t){if(!o.isIntersecting){this._activeTarget=null,this._clearActiveClass(e(o));continue}const t=o.target.offsetTop>=this._previousScrollData.visibleEntryTop;if(s&&t){if(i(o),!n)return}else s||t||i(o)}}_initializeTargetsAndObservables(){this._targetLinks=new Map,this._observableSections=new Map;const t=z.find(bs,this._config.target);for(const e of t){if(!e.hash||l(e))continue;const t=z.findOne(decodeURI(e.hash),this._element);a(t)&&(this._targetLinks.set(decodeURI(e.hash),e),this._observableSections.set(e.hash,t))}}_process(t){this._activeTarget!==t&&(this._clearActiveClass(this._config.target),this._activeTarget=t,t.classList.add(_s),this._activateParents(t),N.trigger(this._element,ps,{relatedTarget:t}))}_activateParents(t){if(t.classList.contains("dropdown-item"))z.findOne(".dropdown-toggle",t.closest(".dropdown")).classList.add(_s);else for(const e of z.parents(t,".nav, .list-group"))for(const t of z.prev(e,ys))t.classList.add(_s)}_clearActiveClass(t){t.classList.remove(_s);const e=z.find(`${bs}.${_s}`,t);for(const t of e)t.classList.remove(_s)}static jQueryInterface(t){return this.each((function(){const e=Es.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}))}}N.on(window,gs,(()=>{for(const t of z.find('[data-bs-spy="scroll"]'))Es.getOrCreateInstance(t)})),m(Es);const Ts=".bs.tab",Cs=`hide${Ts}`,Os=`hidden${Ts}`,xs=`show${Ts}`,ks=`shown${Ts}`,Ls=`click${Ts}`,Ss=`keydown${Ts}`,Ds=`load${Ts}`,$s="ArrowLeft",Is="ArrowRight",Ns="ArrowUp",Ps="ArrowDown",Ms="Home",js="End",Fs="active",Hs="fade",Ws="show",Bs=":not(.dropdown-toggle)",zs='[data-bs-toggle="tab"], [data-bs-toggle="pill"], [data-bs-toggle="list"]',Rs=`.nav-link${Bs}, .list-group-item${Bs}, [role="tab"]${Bs}, ${zs}`,qs=`.${Fs}[data-bs-toggle="tab"], .${Fs}[data-bs-toggle="pill"], .${Fs}[data-bs-toggle="list"]`;class Vs extends W{constructor(t){super(t),this._parent=this._element.closest('.list-group, .nav, [role="tablist"]'),this._parent&&(this._setInitialAttributes(this._parent,this._getChildren()),N.on(this._element,Ss,(t=>this._keydown(t))))}static get NAME(){return"tab"}show(){const t=this._element;if(this._elemIsActive(t))return;const e=this._getActiveElem(),i=e?N.trigger(e,Cs,{relatedTarget:t}):null;N.trigger(t,xs,{relatedTarget:e}).defaultPrevented||i&&i.defaultPrevented||(this._deactivate(e,t),this._activate(t,e))}_activate(t,e){t&&(t.classList.add(Fs),this._activate(z.getElementFromSelector(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.removeAttribute("tabindex"),t.setAttribute("aria-selected",!0),this._toggleDropDown(t,!0),N.trigger(t,ks,{relatedTarget:e})):t.classList.add(Ws)}),t,t.classList.contains(Hs)))}_deactivate(t,e){t&&(t.classList.remove(Fs),t.blur(),this._deactivate(z.getElementFromSelector(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.setAttribute("aria-selected",!1),t.setAttribute("tabindex","-1"),this._toggleDropDown(t,!1),N.trigger(t,Os,{relatedTarget:e})):t.classList.remove(Ws)}),t,t.classList.contains(Hs)))}_keydown(t){if(![$s,Is,Ns,Ps,Ms,js].includes(t.key))return;t.stopPropagation(),t.preventDefault();const e=this._getChildren().filter((t=>!l(t)));let i;if([Ms,js].includes(t.key))i=e[t.key===Ms?0:e.length-1];else{const n=[Is,Ps].includes(t.key);i=b(e,t.target,n,!0)}i&&(i.focus({preventScroll:!0}),Vs.getOrCreateInstance(i).show())}_getChildren(){return z.find(Rs,this._parent)}_getActiveElem(){return this._getChildren().find((t=>this._elemIsActive(t)))||null}_setInitialAttributes(t,e){this._setAttributeIfNotExists(t,"role","tablist");for(const t of e)this._setInitialAttributesOnChild(t)}_setInitialAttributesOnChild(t){t=this._getInnerElement(t);const e=this._elemIsActive(t),i=this._getOuterElement(t);t.setAttribute("aria-selected",e),i!==t&&this._setAttributeIfNotExists(i,"role","presentation"),e||t.setAttribute("tabindex","-1"),this._setAttributeIfNotExists(t,"role","tab"),this._setInitialAttributesOnTargetPanel(t)}_setInitialAttributesOnTargetPanel(t){const e=z.getElementFromSelector(t);e&&(this._setAttributeIfNotExists(e,"role","tabpanel"),t.id&&this._setAttributeIfNotExists(e,"aria-labelledby",`${t.id}`))}_toggleDropDown(t,e){const i=this._getOuterElement(t);if(!i.classList.contains("dropdown"))return;const n=(t,n)=>{const s=z.findOne(t,i);s&&s.classList.toggle(n,e)};n(".dropdown-toggle",Fs),n(".dropdown-menu",Ws),i.setAttribute("aria-expanded",e)}_setAttributeIfNotExists(t,e,i){t.hasAttribute(e)||t.setAttribute(e,i)}_elemIsActive(t){return t.classList.contains(Fs)}_getInnerElement(t){return t.matches(Rs)?t:z.findOne(Rs,t)}_getOuterElement(t){return t.closest(".nav-item, .list-group-item")||t}static jQueryInterface(t){return this.each((function(){const e=Vs.getOrCreateInstance(this);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}))}}N.on(document,Ls,zs,(function(t){["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this)||Vs.getOrCreateInstance(this).show()})),N.on(window,Ds,(()=>{for(const t of z.find(qs))Vs.getOrCreateInstance(t)})),m(Vs);const Ks=".bs.toast",Qs=`mouseover${Ks}`,Xs=`mouseout${Ks}`,Ys=`focusin${Ks}`,Us=`focusout${Ks}`,Gs=`hide${Ks}`,Js=`hidden${Ks}`,Zs=`show${Ks}`,to=`shown${Ks}`,eo="hide",io="show",no="showing",so={animation:"boolean",autohide:"boolean",delay:"number"},oo={animation:!0,autohide:!0,delay:5e3};class ro extends W{constructor(t,e){super(t,e),this._timeout=null,this._hasMouseInteraction=!1,this._hasKeyboardInteraction=!1,this._setListeners()}static get Default(){return oo}static get DefaultType(){return so}static get NAME(){return"toast"}show(){N.trigger(this._element,Zs).defaultPrevented||(this._clearTimeout(),this._config.animation&&this._element.classList.add("fade"),this._element.classList.remove(eo),d(this._element),this._element.classList.add(io,no),this._queueCallback((()=>{this._element.classList.remove(no),N.trigger(this._element,to),this._maybeScheduleHide()}),this._element,this._config.animation))}hide(){this.isShown()&&(N.trigger(this._element,Gs).defaultPrevented||(this._element.classList.add(no),this._queueCallback((()=>{this._element.classList.add(eo),this._element.classList.remove(no,io),N.trigger(this._element,Js)}),this._element,this._config.animation)))}dispose(){this._clearTimeout(),this.isShown()&&this._element.classList.remove(io),super.dispose()}isShown(){return this._element.classList.contains(io)}_maybeScheduleHide(){this._config.autohide&&(this._hasMouseInteraction||this._hasKeyboardInteraction||(this._timeout=setTimeout((()=>{this.hide()}),this._config.delay)))}_onInteraction(t,e){switch(t.type){case"mouseover":case"mouseout":this._hasMouseInteraction=e;break;case"focusin":case"focusout":this._hasKeyboardInteraction=e}if(e)return void this._clearTimeout();const i=t.relatedTarget;this._element===i||this._element.contains(i)||this._maybeScheduleHide()}_setListeners(){N.on(this._element,Qs,(t=>this._onInteraction(t,!0))),N.on(this._element,Xs,(t=>this._onInteraction(t,!1))),N.on(this._element,Ys,(t=>this._onInteraction(t,!0))),N.on(this._element,Us,(t=>this._onInteraction(t,!1)))}_clearTimeout(){clearTimeout(this._timeout),this._timeout=null}static jQueryInterface(t){return this.each((function(){const e=ro.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}return R(ro),m(ro),{Alert:Q,Button:Y,Carousel:xt,Collapse:Bt,Dropdown:qi,Modal:On,Offcanvas:qn,Popover:us,ScrollSpy:Es,Tab:Vs,Toast:ro,Tooltip:cs}})); 7 | //# sourceMappingURL=bootstrap.bundle.min.js.map --------------------------------------------------------------------------------