diff --git a/dev/.documenter-siteinfo.json b/dev/.documenter-siteinfo.json new file mode 100644 index 00000000..22370e35 --- /dev/null +++ b/dev/.documenter-siteinfo.json @@ -0,0 +1 @@ +{"documenter":{"julia_version":"1.11.1","generation_timestamp":"2024-10-16T18:37:26","documenter_version":"1.7.0"}} \ No newline at end of file diff --git a/dev/assets/compute_cluster.jpg b/dev/assets/compute_cluster.jpg new file mode 100644 index 00000000..725f63e2 Binary files /dev/null and b/dev/assets/compute_cluster.jpg differ diff --git a/dev/assets/diffusion_2d_it_100.png b/dev/assets/diffusion_2d_it_100.png new file mode 100644 index 00000000..9a00a42c Binary files /dev/null and b/dev/assets/diffusion_2d_it_100.png differ diff --git a/dev/assets/documenter.js b/dev/assets/documenter.js new file mode 100644 index 00000000..82252a11 --- /dev/null +++ b/dev/assets/documenter.js @@ -0,0 +1,1064 @@ +// Generated by Documenter.jl +requirejs.config({ + paths: { + 'highlight-julia': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia.min', + 'headroom': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/headroom.min', + 'jqueryui': 'https://cdnjs.cloudflare.com/ajax/libs/jqueryui/1.13.2/jquery-ui.min', + 'katex-auto-render': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/contrib/auto-render.min', + 'jquery': 'https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.0/jquery.min', + 'headroom-jquery': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/jQuery.headroom.min', + 'katex': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min', + 'highlight': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/highlight.min', + 'highlight-julia-repl': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia-repl.min', + }, + shim: { + "highlight-julia": { + "deps": [ + "highlight" + ] + }, + "katex-auto-render": { + "deps": [ + "katex" + ] + }, + "headroom-jquery": { + "deps": [ + "jquery", + "headroom" + ] + }, + "highlight-julia-repl": { + "deps": [ + "highlight" + ] + } +} +}); +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'katex', 'katex-auto-render'], function($, katex, renderMathInElement) { +$(document).ready(function() { + renderMathInElement( + document.body, + { + "delimiters": [ + { + "left": "$", + "right": "$", + "display": false + }, + { + "left": "$$", + "right": "$$", + "display": true + }, + { + "left": "\\[", + "right": "\\]", + "display": true + } + ] +} + + ); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'highlight', 'highlight-julia', 'highlight-julia-repl'], function($) { +$(document).ready(function() { + hljs.highlightAll(); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +let timer = 0; +var isExpanded = true; + +$(document).on( + "click", + ".docstring .docstring-article-toggle-button", + function () { + let articleToggleTitle = "Expand docstring"; + const parent = $(this).parent(); + + debounce(() => { + if (parent.siblings("section").is(":visible")) { + parent + .find("a.docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + } else { + parent + .find("a.docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + articleToggleTitle = "Collapse docstring"; + } + + parent + .children(".docstring-article-toggle-button") + .prop("title", articleToggleTitle); + parent.siblings("section").slideToggle(); + }); + } +); + +$(document).on("click", ".docs-article-toggle-button", function (event) { + let articleToggleTitle = "Expand docstring"; + let navArticleToggleTitle = "Expand all docstrings"; + let animationSpeed = event.noToggleAnimation ? 0 : 400; + + debounce(() => { + if (isExpanded) { + $(this).removeClass("fa-chevron-up").addClass("fa-chevron-down"); + $("a.docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + + isExpanded = false; + + $(".docstring section").slideUp(animationSpeed); + } else { + $(this).removeClass("fa-chevron-down").addClass("fa-chevron-up"); + $("a.docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + isExpanded = true; + articleToggleTitle = "Collapse docstring"; + navArticleToggleTitle = "Collapse all docstrings"; + + $(".docstring section").slideDown(animationSpeed); + } + + $(this).prop("title", navArticleToggleTitle); + $(".docstring-article-toggle-button").prop("title", articleToggleTitle); + }); +}); + +function debounce(callback, timeout = 300) { + if (Date.now() - timer > timeout) { + callback(); + } + + clearTimeout(timer); + + timer = Date.now(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require([], function() { +function addCopyButtonCallbacks() { + for (const el of document.getElementsByTagName("pre")) { + const button = document.createElement("button"); + button.classList.add("copy-button", "fa-solid", "fa-copy"); + button.setAttribute("aria-label", "Copy this code block"); + button.setAttribute("title", "Copy"); + + el.appendChild(button); + + const success = function () { + button.classList.add("success", "fa-check"); + button.classList.remove("fa-copy"); + }; + + const failure = function () { + button.classList.add("error", "fa-xmark"); + button.classList.remove("fa-copy"); + }; + + button.addEventListener("click", function () { + copyToClipboard(el.innerText).then(success, failure); + + setTimeout(function () { + button.classList.add("fa-copy"); + button.classList.remove("success", "fa-check", "fa-xmark"); + }, 5000); + }); + } +} + +function copyToClipboard(text) { + // clipboard API is only available in secure contexts + if (window.navigator && window.navigator.clipboard) { + return window.navigator.clipboard.writeText(text); + } else { + return new Promise(function (resolve, reject) { + try { + const el = document.createElement("textarea"); + el.textContent = text; + el.style.position = "fixed"; + el.style.opacity = 0; + document.body.appendChild(el); + el.select(); + document.execCommand("copy"); + + resolve(); + } catch (err) { + reject(err); + } finally { + document.body.removeChild(el); + } + }); + } +} + +if (document.readyState === "loading") { + document.addEventListener("DOMContentLoaded", addCopyButtonCallbacks); +} else { + addCopyButtonCallbacks(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'headroom', 'headroom-jquery'], function($, Headroom) { + +// Manages the top navigation bar (hides it when the user starts scrolling down on the +// mobile). +window.Headroom = Headroom; // work around buggy module loading? +$(document).ready(function () { + $("#documenter .docs-navbar").headroom({ + tolerance: { up: 10, down: 10 }, + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +$(document).ready(function () { + let meta = $("div[data-docstringscollapsed]").data(); + + if (meta?.docstringscollapsed) { + $("#documenter-article-toggle-button").trigger({ + type: "click", + noToggleAnimation: true, + }); + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +/* +To get an in-depth about the thought process you can refer: https://hetarth02.hashnode.dev/series/gsoc + +PSEUDOCODE: + +Searching happens automatically as the user types or adjusts the selected filters. +To preserve responsiveness, as much as possible of the slow parts of the search are done +in a web worker. Searching and result generation are done in the worker, and filtering and +DOM updates are done in the main thread. The filters are in the main thread as they should +be very quick to apply. This lets filters be changed without re-searching with minisearch +(which is possible even if filtering is on the worker thread) and also lets filters be +changed _while_ the worker is searching and without message passing (neither of which are +possible if filtering is on the worker thread) + +SEARCH WORKER: + +Import minisearch + +Build index + +On message from main thread + run search + find the first 200 unique results from each category, and compute their divs for display + note that this is necessary and sufficient information for the main thread to find the + first 200 unique results from any given filter set + post results to main thread + +MAIN: + +Launch worker + +Declare nonconstant globals (worker_is_running, last_search_text, unfiltered_results) + +On text update + if worker is not running, launch_search() + +launch_search + set worker_is_running to true, set last_search_text to the search text + post the search query to worker + +on message from worker + if last_search_text is not the same as the text in the search field, + the latest search result is not reflective of the latest search query, so update again + launch_search() + otherwise + set worker_is_running to false + + regardless, display the new search results to the user + save the unfiltered_results as a global + update_search() + +on filter click + adjust the filter selection + update_search() + +update_search + apply search filters by looping through the unfiltered_results and finding the first 200 + unique results that match the filters + + Update the DOM +*/ + +/////// SEARCH WORKER /////// + +function worker_function(documenterSearchIndex, documenterBaseURL, filters) { + importScripts( + "https://cdn.jsdelivr.net/npm/minisearch@6.1.0/dist/umd/index.min.js" + ); + + let data = documenterSearchIndex.map((x, key) => { + x["id"] = key; // minisearch requires a unique for each object + return x; + }); + + // list below is the lunr 2.1.3 list minus the intersect with names(Base) + // (all, any, get, in, is, only, which) and (do, else, for, let, where, while, with) + // ideally we'd just filter the original list but it's not available as a variable + const stopWords = new Set([ + "a", + "able", + "about", + "across", + "after", + "almost", + "also", + "am", + "among", + "an", + "and", + "are", + "as", + "at", + "be", + "because", + "been", + "but", + "by", + "can", + "cannot", + "could", + "dear", + "did", + "does", + "either", + "ever", + "every", + "from", + "got", + "had", + "has", + "have", + "he", + "her", + "hers", + "him", + "his", + "how", + "however", + "i", + "if", + "into", + "it", + "its", + "just", + "least", + "like", + "likely", + "may", + "me", + "might", + "most", + "must", + "my", + "neither", + "no", + "nor", + "not", + "of", + "off", + "often", + "on", + "or", + "other", + "our", + "own", + "rather", + "said", + "say", + "says", + "she", + "should", + "since", + "so", + "some", + "than", + "that", + "the", + "their", + "them", + "then", + "there", + "these", + "they", + "this", + "tis", + "to", + "too", + "twas", + "us", + "wants", + "was", + "we", + "were", + "what", + "when", + "who", + "whom", + "why", + "will", + "would", + "yet", + "you", + "your", + ]); + + let index = new MiniSearch({ + fields: ["title", "text"], // fields to index for full-text search + storeFields: ["location", "title", "text", "category", "page"], // fields to return with results + processTerm: (term) => { + let word = stopWords.has(term) ? null : term; + if (word) { + // custom trimmer that doesn't strip @ and !, which are used in julia macro and function names + word = word + .replace(/^[^a-zA-Z0-9@!]+/, "") + .replace(/[^a-zA-Z0-9@!]+$/, ""); + + word = word.toLowerCase(); + } + + return word ?? null; + }, + // add . as a separator, because otherwise "title": "Documenter.Anchors.add!", would not + // find anything if searching for "add!", only for the entire qualification + tokenize: (string) => string.split(/[\s\-\.]+/), + // options which will be applied during the search + searchOptions: { + prefix: true, + boost: { title: 100 }, + fuzzy: 2, + }, + }); + + index.addAll(data); + + /** + * Used to map characters to HTML entities. + * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts + */ + const htmlEscapes = { + "&": "&", + "<": "<", + ">": ">", + '"': """, + "'": "'", + }; + + /** + * Used to match HTML entities and HTML characters. + * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts + */ + const reUnescapedHtml = /[&<>"']/g; + const reHasUnescapedHtml = RegExp(reUnescapedHtml.source); + + /** + * Escape function from lodash + * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts + */ + function escape(string) { + return string && reHasUnescapedHtml.test(string) + ? string.replace(reUnescapedHtml, (chr) => htmlEscapes[chr]) + : string || ""; + } + + /** + * RegX escape function from MDN + * Refer: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions#escaping + */ + function escapeRegExp(string) { + return string.replace(/[.*+?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string + } + + /** + * Make the result component given a minisearch result data object and the value + * of the search input as queryString. To view the result object structure, refer: + * https://lucaong.github.io/minisearch/modules/_minisearch_.html#searchresult + * + * @param {object} result + * @param {string} querystring + * @returns string + */ + function make_search_result(result, querystring) { + let search_divider = `
`; + let display_link = + result.location.slice(Math.max(0), Math.min(50, result.location.length)) + + (result.location.length > 30 ? "..." : ""); // To cut-off the link because it messes with the overflow of the whole div + + if (result.page !== "") { + display_link += ` (${result.page})`; + } + searchstring = escapeRegExp(querystring); + let textindex = new RegExp(`${searchstring}`, "i").exec(result.text); + let text = + textindex !== null + ? result.text.slice( + Math.max(textindex.index - 100, 0), + Math.min( + textindex.index + querystring.length + 100, + result.text.length + ) + ) + : ""; // cut-off text before and after from the match + + text = text.length ? escape(text) : ""; + + let display_result = text.length + ? "..." + + text.replace( + new RegExp(`${escape(searchstring)}`, "i"), // For first occurrence + '$&' + ) + + "..." + : ""; // highlights the match + + let in_code = false; + if (!["page", "section"].includes(result.category.toLowerCase())) { + in_code = true; + } + + // We encode the full url to escape some special characters which can lead to broken links + let result_div = ` + +
+
${escape(result.title)}
+
${result.category}
+
+

+ ${display_result} +

+
+ ${display_link} +
+ + ${search_divider} + `; + + return result_div; + } + + self.onmessage = function (e) { + let query = e.data; + let results = index.search(query, { + filter: (result) => { + // Only return relevant results + return result.score >= 1; + }, + combineWith: "AND", + }); + + // Pre-filter to deduplicate and limit to 200 per category to the extent + // possible without knowing what the filters are. + let filtered_results = []; + let counts = {}; + for (let filter of filters) { + counts[filter] = 0; + } + let present = {}; + + for (let result of results) { + cat = result.category; + cnt = counts[cat]; + if (cnt < 200) { + id = cat + "---" + result.location; + if (present[id]) { + continue; + } + present[id] = true; + filtered_results.push({ + location: result.location, + category: cat, + div: make_search_result(result, query), + }); + } + } + + postMessage(filtered_results); + }; +} + +// `worker = Threads.@spawn worker_function(documenterSearchIndex)`, but in JavaScript! +const filters = [ + ...new Set(documenterSearchIndex["docs"].map((x) => x.category)), +]; +const worker_str = + "(" + + worker_function.toString() + + ")(" + + JSON.stringify(documenterSearchIndex["docs"]) + + "," + + JSON.stringify(documenterBaseURL) + + "," + + JSON.stringify(filters) + + ")"; +const worker_blob = new Blob([worker_str], { type: "text/javascript" }); +const worker = new Worker(URL.createObjectURL(worker_blob)); + +/////// SEARCH MAIN /////// + +// Whether the worker is currently handling a search. This is a boolean +// as the worker only ever handles 1 or 0 searches at a time. +var worker_is_running = false; + +// The last search text that was sent to the worker. This is used to determine +// if the worker should be launched again when it reports back results. +var last_search_text = ""; + +// The results of the last search. This, in combination with the state of the filters +// in the DOM, is used compute the results to display on calls to update_search. +var unfiltered_results = []; + +// Which filter is currently selected +var selected_filter = ""; + +$(document).on("input", ".documenter-search-input", function (event) { + if (!worker_is_running) { + launch_search(); + } +}); + +function launch_search() { + worker_is_running = true; + last_search_text = $(".documenter-search-input").val(); + worker.postMessage(last_search_text); +} + +worker.onmessage = function (e) { + if (last_search_text !== $(".documenter-search-input").val()) { + launch_search(); + } else { + worker_is_running = false; + } + + unfiltered_results = e.data; + update_search(); +}; + +$(document).on("click", ".search-filter", function () { + if ($(this).hasClass("search-filter-selected")) { + selected_filter = ""; + } else { + selected_filter = $(this).text().toLowerCase(); + } + + // This updates search results and toggles classes for UI: + update_search(); +}); + +/** + * Make/Update the search component + */ +function update_search() { + let querystring = $(".documenter-search-input").val(); + + if (querystring.trim()) { + if (selected_filter == "") { + results = unfiltered_results; + } else { + results = unfiltered_results.filter((result) => { + return selected_filter == result.category.toLowerCase(); + }); + } + + let search_result_container = ``; + let modal_filters = make_modal_body_filters(); + let search_divider = `
`; + + if (results.length) { + let links = []; + let count = 0; + let search_results = ""; + + for (var i = 0, n = results.length; i < n && count < 200; ++i) { + let result = results[i]; + if (result.location && !links.includes(result.location)) { + search_results += result.div; + count++; + links.push(result.location); + } + } + + if (count == 1) { + count_str = "1 result"; + } else if (count == 200) { + count_str = "200+ results"; + } else { + count_str = count + " results"; + } + let result_count = `
${count_str}
`; + + search_result_container = ` +
+ ${modal_filters} + ${search_divider} + ${result_count} +
+ ${search_results} +
+
+ `; + } else { + search_result_container = ` +
+ ${modal_filters} + ${search_divider} +
0 result(s)
+
+
No result found!
+ `; + } + + if ($(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").removeClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(search_result_container); + } else { + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(` +
Type something to get started!
+ `); + } +} + +/** + * Make the modal filter html + * + * @returns string + */ +function make_modal_body_filters() { + let str = filters + .map((val) => { + if (selected_filter == val.toLowerCase()) { + return `${val}`; + } else { + return `${val}`; + } + }) + .join(""); + + return ` +
+ Filters: + ${str} +
`; +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Modal settings dialog +$(document).ready(function () { + var settings = $("#documenter-settings"); + $("#documenter-settings-button").click(function () { + settings.toggleClass("is-active"); + }); + // Close the dialog if X is clicked + $("#documenter-settings button.delete").click(function () { + settings.removeClass("is-active"); + }); + // Close dialog if ESC is pressed + $(document).keyup(function (e) { + if (e.keyCode == 27) settings.removeClass("is-active"); + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +$(document).ready(function () { + let search_modal_header = ` +
+
+

+ + + + +

+
+
+ +
+
+ `; + + let initial_search_body = ` +
Type something to get started!
+ `; + + let search_modal_footer = ` + + `; + + $(document.body).append( + ` + + ` + ); + + document.querySelector(".docs-search-query").addEventListener("click", () => { + openModal(); + }); + + document + .querySelector(".close-search-modal") + .addEventListener("click", () => { + closeModal(); + }); + + $(document).on("click", ".search-result-link", function () { + closeModal(); + }); + + document.addEventListener("keydown", (event) => { + if ((event.ctrlKey || event.metaKey) && event.key === "/") { + openModal(); + } else if (event.key === "Escape") { + closeModal(); + } + + return false; + }); + + // Functions to open and close a modal + function openModal() { + let searchModal = document.querySelector("#search-modal"); + + searchModal.classList.add("is-active"); + document.querySelector(".documenter-search-input").focus(); + } + + function closeModal() { + let searchModal = document.querySelector("#search-modal"); + let initial_search_body = ` +
Type something to get started!
+ `; + + searchModal.classList.remove("is-active"); + document.querySelector(".documenter-search-input").blur(); + + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".documenter-search-input").val(""); + $(".search-modal-card-body").html(initial_search_body); + } + + document + .querySelector("#search-modal .modal-background") + .addEventListener("click", () => { + closeModal(); + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Manages the showing and hiding of the sidebar. +$(document).ready(function () { + var sidebar = $("#documenter > .docs-sidebar"); + var sidebar_button = $("#documenter-sidebar-button"); + sidebar_button.click(function (ev) { + ev.preventDefault(); + sidebar.toggleClass("visible"); + if (sidebar.hasClass("visible")) { + // Makes sure that the current menu item is visible in the sidebar. + $("#documenter .docs-menu a.is-active").focus(); + } + }); + $("#documenter > .docs-main").bind("click", function (ev) { + if ($(ev.target).is(sidebar_button)) { + return; + } + if (sidebar.hasClass("visible")) { + sidebar.removeClass("visible"); + } + }); +}); + +// Resizes the package name / sitename in the sidebar if it is too wide. +// Inspired by: https://github.com/davatron5000/FitText.js +$(document).ready(function () { + e = $("#documenter .docs-autofit"); + function resize() { + var L = parseInt(e.css("max-width"), 10); + var L0 = e.width(); + if (L0 > L) { + var h0 = parseInt(e.css("font-size"), 10); + e.css("font-size", (L * h0) / L0); + // TODO: make sure it survives resizes? + } + } + // call once and then register events + resize(); + $(window).resize(resize); + $(window).on("orientationchange", resize); +}); + +// Scroll the navigation bar to the currently selected menu item +$(document).ready(function () { + var sidebar = $("#documenter .docs-menu").get(0); + var active = $("#documenter .docs-menu .is-active").get(0); + if (typeof active !== "undefined") { + sidebar.scrollTop = active.offsetTop - sidebar.offsetTop - 15; + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Theme picker setup +$(document).ready(function () { + // onchange callback + $("#documenter-themepicker").change(function themepick_callback(ev) { + var themename = $("#documenter-themepicker option:selected").attr("value"); + if (themename === "auto") { + // set_theme(window.matchMedia('(prefers-color-scheme: dark)').matches ? 'dark' : 'light'); + window.localStorage.removeItem("documenter-theme"); + } else { + // set_theme(themename); + window.localStorage.setItem("documenter-theme", themename); + } + // We re-use the global function from themeswap.js to actually do the swapping. + set_theme_from_local_storage(); + }); + + // Make sure that the themepicker displays the correct theme when the theme is retrieved + // from localStorage + if (typeof window.localStorage !== "undefined") { + var theme = window.localStorage.getItem("documenter-theme"); + if (theme !== null) { + $("#documenter-themepicker option").each(function (i, e) { + e.selected = e.value === theme; + }); + } + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// update the version selector with info from the siteinfo.js and ../versions.js files +$(document).ready(function () { + // If the version selector is disabled with DOCUMENTER_VERSION_SELECTOR_DISABLED in the + // siteinfo.js file, we just return immediately and not display the version selector. + if ( + typeof DOCUMENTER_VERSION_SELECTOR_DISABLED === "boolean" && + DOCUMENTER_VERSION_SELECTOR_DISABLED + ) { + return; + } + + var version_selector = $("#documenter .docs-version-selector"); + var version_selector_select = $("#documenter .docs-version-selector select"); + + version_selector_select.change(function (x) { + target_href = version_selector_select + .children("option:selected") + .get(0).value; + window.location.href = target_href; + }); + + // add the current version to the selector based on siteinfo.js, but only if the selector is empty + if ( + typeof DOCUMENTER_CURRENT_VERSION !== "undefined" && + $("#version-selector > option").length == 0 + ) { + var option = $( + "" + ); + version_selector_select.append(option); + } + + if (typeof DOC_VERSIONS !== "undefined") { + var existing_versions = version_selector_select.children("option"); + var existing_versions_texts = existing_versions.map(function (i, x) { + return x.text; + }); + DOC_VERSIONS.forEach(function (each) { + var version_url = documenterBaseURL + "/../" + each + "/"; + var existing_id = $.inArray(each, existing_versions_texts); + // if not already in the version selector, add it as a new option, + // otherwise update the old option with the URL and enable it + if (existing_id == -1) { + var option = $( + "" + ); + version_selector_select.append(option); + } else { + var option = existing_versions[existing_id]; + option.value = version_url; + option.disabled = false; + } + }); + } + + // only show the version selector if the selector has been populated + if (version_selector_select.children("option").length > 0) { + version_selector.toggleClass("visible"); + } +}); + +}) diff --git a/dev/assets/favicon.ico b/dev/assets/favicon.ico new file mode 100644 index 00000000..b31d1f38 Binary files /dev/null and b/dev/assets/favicon.ico differ diff --git a/dev/assets/field_set_ic_gaussian.png 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.button.is-primary.is-light.is-hovered,html.theme--catppuccin-frappe .docstring>section>a.button.is-light.is-hovered.docs-sourcelink{background-color:#e2eafb;border-color:transparent;color:#153a8e}html.theme--catppuccin-frappe .button.is-primary.is-light:active,html.theme--catppuccin-frappe .docstring>section>a.button.is-light.docs-sourcelink:active,html.theme--catppuccin-frappe .button.is-primary.is-light.is-active,html.theme--catppuccin-frappe .docstring>section>a.button.is-light.is-active.docs-sourcelink{background-color:#d7e1f9;border-color:transparent;color:#153a8e}html.theme--catppuccin-frappe .button.is-link{background-color:#8caaee;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-link:hover,html.theme--catppuccin-frappe .button.is-link.is-hovered{background-color:#81a2ec;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-link:focus,html.theme--catppuccin-frappe 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.button.is-link.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#8caaee}html.theme--catppuccin-frappe .button.is-link.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-frappe .button.is-link.is-outlined{background-color:transparent;border-color:#8caaee;color:#8caaee}html.theme--catppuccin-frappe .button.is-link.is-outlined:hover,html.theme--catppuccin-frappe .button.is-link.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-link.is-outlined:focus,html.theme--catppuccin-frappe .button.is-link.is-outlined.is-focused{background-color:#8caaee;border-color:#8caaee;color:#fff}html.theme--catppuccin-frappe .button.is-link.is-outlined.is-loading::after{border-color:transparent transparent #8caaee #8caaee !important}html.theme--catppuccin-frappe .button.is-link.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-link.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-link.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-link.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-frappe .button.is-link.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-link.is-outlined{background-color:transparent;border-color:#8caaee;box-shadow:none;color:#8caaee}html.theme--catppuccin-frappe .button.is-link.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-frappe .button.is-link.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-link.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-link.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe 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.button.is-link.is-light.is-hovered{background-color:#e2eafb;border-color:transparent;color:#153a8e}html.theme--catppuccin-frappe .button.is-link.is-light:active,html.theme--catppuccin-frappe .button.is-link.is-light.is-active{background-color:#d7e1f9;border-color:transparent;color:#153a8e}html.theme--catppuccin-frappe .button.is-info{background-color:#81c8be;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-info:hover,html.theme--catppuccin-frappe .button.is-info.is-hovered{background-color:#78c4b9;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-info:focus,html.theme--catppuccin-frappe .button.is-info.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-info:focus:not(:active),html.theme--catppuccin-frappe .button.is-info.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(129,200,190,0.25)}html.theme--catppuccin-frappe .button.is-info:active,html.theme--catppuccin-frappe .button.is-info.is-active{background-color:#6fc0b5;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-info[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-info{background-color:#81c8be;border-color:#81c8be;box-shadow:none}html.theme--catppuccin-frappe .button.is-info.is-inverted{background-color:rgba(0,0,0,0.7);color:#81c8be}html.theme--catppuccin-frappe .button.is-info.is-inverted:hover,html.theme--catppuccin-frappe .button.is-info.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-info.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-info.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#81c8be}html.theme--catppuccin-frappe .button.is-info.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-frappe .button.is-info.is-outlined{background-color:transparent;border-color:#81c8be;color:#81c8be}html.theme--catppuccin-frappe .button.is-info.is-outlined:hover,html.theme--catppuccin-frappe .button.is-info.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-info.is-outlined:focus,html.theme--catppuccin-frappe .button.is-info.is-outlined.is-focused{background-color:#81c8be;border-color:#81c8be;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-info.is-outlined.is-loading::after{border-color:transparent transparent #81c8be #81c8be !important}html.theme--catppuccin-frappe .button.is-info.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-info.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-info.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-info.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-frappe .button.is-info.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-info.is-outlined{background-color:transparent;border-color:#81c8be;box-shadow:none;color:#81c8be}html.theme--catppuccin-frappe .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-info.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-info.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-info.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-info.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#81c8be}html.theme--catppuccin-frappe .button.is-info.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-info.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-info.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-info.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #81c8be #81c8be !important}html.theme--catppuccin-frappe .button.is-info.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-info.is-light{background-color:#f1f9f8;color:#2d675f}html.theme--catppuccin-frappe .button.is-info.is-light:hover,html.theme--catppuccin-frappe .button.is-info.is-light.is-hovered{background-color:#e8f5f3;border-color:transparent;color:#2d675f}html.theme--catppuccin-frappe .button.is-info.is-light:active,html.theme--catppuccin-frappe .button.is-info.is-light.is-active{background-color:#dff1ef;border-color:transparent;color:#2d675f}html.theme--catppuccin-frappe 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.button.is-success{background-color:#a6d189;border-color:#a6d189;box-shadow:none}html.theme--catppuccin-frappe .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);color:#a6d189}html.theme--catppuccin-frappe .button.is-success.is-inverted:hover,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-success.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#a6d189}html.theme--catppuccin-frappe .button.is-success.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-frappe .button.is-success.is-outlined{background-color:transparent;border-color:#a6d189;color:#a6d189}html.theme--catppuccin-frappe .button.is-success.is-outlined:hover,html.theme--catppuccin-frappe .button.is-success.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-success.is-outlined:focus,html.theme--catppuccin-frappe .button.is-success.is-outlined.is-focused{background-color:#a6d189;border-color:#a6d189;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-success.is-outlined.is-loading::after{border-color:transparent transparent #a6d189 #a6d189 !important}html.theme--catppuccin-frappe .button.is-success.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-success.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-success.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-success.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-frappe .button.is-success.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-success.is-outlined{background-color:transparent;border-color:#a6d189;box-shadow:none;color:#a6d189}html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#a6d189}html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #a6d189 #a6d189 !important}html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-success.is-light{background-color:#f4f9f0;color:#446a29}html.theme--catppuccin-frappe .button.is-success.is-light:hover,html.theme--catppuccin-frappe .button.is-success.is-light.is-hovered{background-color:#edf6e7;border-color:transparent;color:#446a29}html.theme--catppuccin-frappe .button.is-success.is-light:active,html.theme--catppuccin-frappe .button.is-success.is-light.is-active{background-color:#e6f2de;border-color:transparent;color:#446a29}html.theme--catppuccin-frappe 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.button.is-warning.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-warning.is-outlined:focus,html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-focused{background-color:#e5c890;border-color:#e5c890;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-loading::after{border-color:transparent transparent #e5c890 #e5c890 !important}html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-frappe .button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-warning.is-outlined{background-color:transparent;border-color:#e5c890;box-shadow:none;color:#e5c890}html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#e5c890}html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #e5c890 #e5c890 !important}html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning.is-light{background-color:#fbf7ee;color:#78591c}html.theme--catppuccin-frappe .button.is-warning.is-light:hover,html.theme--catppuccin-frappe .button.is-warning.is-light.is-hovered{background-color:#f9f2e4;border-color:transparent;color:#78591c}html.theme--catppuccin-frappe .button.is-warning.is-light:active,html.theme--catppuccin-frappe .button.is-warning.is-light.is-active{background-color:#f6edda;border-color:transparent;color:#78591c}html.theme--catppuccin-frappe .button.is-danger{background-color:#e78284;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-danger:hover,html.theme--catppuccin-frappe .button.is-danger.is-hovered{background-color:#e57779;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-danger:focus,html.theme--catppuccin-frappe .button.is-danger.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-danger:focus:not(:active),html.theme--catppuccin-frappe .button.is-danger.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(231,130,132,0.25)}html.theme--catppuccin-frappe .button.is-danger:active,html.theme--catppuccin-frappe .button.is-danger.is-active{background-color:#e36d6f;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-danger[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-danger{background-color:#e78284;border-color:#e78284;box-shadow:none}html.theme--catppuccin-frappe .button.is-danger.is-inverted{background-color:#fff;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-inverted:hover,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-frappe .button.is-danger.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-danger.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-frappe .button.is-danger.is-outlined{background-color:transparent;border-color:#e78284;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-outlined:hover,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-danger.is-outlined:focus,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-focused{background-color:#e78284;border-color:#e78284;color:#fff}html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #e78284 #e78284 !important}html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-frappe .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-danger.is-outlined{background-color:transparent;border-color:#e78284;box-shadow:none;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #e78284 #e78284 !important}html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-frappe .button.is-danger.is-light{background-color:#fceeee;color:#9a1e20}html.theme--catppuccin-frappe .button.is-danger.is-light:hover,html.theme--catppuccin-frappe .button.is-danger.is-light.is-hovered{background-color:#fae3e4;border-color:transparent;color:#9a1e20}html.theme--catppuccin-frappe .button.is-danger.is-light:active,html.theme--catppuccin-frappe .button.is-danger.is-light.is-active{background-color:#f8d8d9;border-color:transparent;color:#9a1e20}html.theme--catppuccin-frappe .button.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--catppuccin-frappe .button.is-small:not(.is-rounded),html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--catppuccin-frappe .button.is-normal{font-size:1rem}html.theme--catppuccin-frappe .button.is-medium{font-size:1.25rem}html.theme--catppuccin-frappe .button.is-large{font-size:1.5rem}html.theme--catppuccin-frappe .button[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button{background-color:#737994;border-color:#626880;box-shadow:none;opacity:.5}html.theme--catppuccin-frappe .button.is-fullwidth{display:flex;width:100%}html.theme--catppuccin-frappe .button.is-loading{color:transparent !important;pointer-events:none}html.theme--catppuccin-frappe .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--catppuccin-frappe .button.is-static{background-color:#292c3c;border-color:#626880;color:#838ba7;box-shadow:none;pointer-events:none}html.theme--catppuccin-frappe .button.is-rounded,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--catppuccin-frappe .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--catppuccin-frappe .buttons .button{margin-bottom:0.5rem}html.theme--catppuccin-frappe .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--catppuccin-frappe .buttons:last-child{margin-bottom:-0.5rem}html.theme--catppuccin-frappe .buttons:not(:last-child){margin-bottom:1rem}html.theme--catppuccin-frappe .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--catppuccin-frappe .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--catppuccin-frappe .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--catppuccin-frappe .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--catppuccin-frappe .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-frappe .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--catppuccin-frappe .buttons.has-addons .button:last-child{margin-right:0}html.theme--catppuccin-frappe .buttons.has-addons .button:hover,html.theme--catppuccin-frappe .buttons.has-addons .button.is-hovered{z-index:2}html.theme--catppuccin-frappe .buttons.has-addons .button:focus,html.theme--catppuccin-frappe .buttons.has-addons .button.is-focused,html.theme--catppuccin-frappe .buttons.has-addons .button:active,html.theme--catppuccin-frappe .buttons.has-addons .button.is-active,html.theme--catppuccin-frappe .buttons.has-addons .button.is-selected{z-index:3}html.theme--catppuccin-frappe .buttons.has-addons .button:focus:hover,html.theme--catppuccin-frappe .buttons.has-addons .button.is-focused:hover,html.theme--catppuccin-frappe .buttons.has-addons .button:active:hover,html.theme--catppuccin-frappe .buttons.has-addons .button.is-active:hover,html.theme--catppuccin-frappe .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--catppuccin-frappe .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-frappe .buttons.is-centered{justify-content:center}html.theme--catppuccin-frappe .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--catppuccin-frappe .buttons.is-right{justify-content:flex-end}html.theme--catppuccin-frappe .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--catppuccin-frappe .button.is-responsive.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--catppuccin-frappe .button.is-responsive,html.theme--catppuccin-frappe .button.is-responsive.is-normal{font-size:.65625rem}html.theme--catppuccin-frappe .button.is-responsive.is-medium{font-size:.75rem}html.theme--catppuccin-frappe .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--catppuccin-frappe .button.is-responsive.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--catppuccin-frappe .button.is-responsive,html.theme--catppuccin-frappe .button.is-responsive.is-normal{font-size:.75rem}html.theme--catppuccin-frappe .button.is-responsive.is-medium{font-size:1rem}html.theme--catppuccin-frappe .button.is-responsive.is-large{font-size:1.25rem}}html.theme--catppuccin-frappe .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--catppuccin-frappe .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--catppuccin-frappe .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--catppuccin-frappe .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--catppuccin-frappe .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--catppuccin-frappe .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--catppuccin-frappe .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--catppuccin-frappe .content li+li{margin-top:0.25em}html.theme--catppuccin-frappe .content p:not(:last-child),html.theme--catppuccin-frappe .content dl:not(:last-child),html.theme--catppuccin-frappe .content ol:not(:last-child),html.theme--catppuccin-frappe .content ul:not(:last-child),html.theme--catppuccin-frappe .content blockquote:not(:last-child),html.theme--catppuccin-frappe .content pre:not(:last-child),html.theme--catppuccin-frappe .content table:not(:last-child){margin-bottom:1em}html.theme--catppuccin-frappe .content h1,html.theme--catppuccin-frappe .content h2,html.theme--catppuccin-frappe .content h3,html.theme--catppuccin-frappe .content h4,html.theme--catppuccin-frappe .content h5,html.theme--catppuccin-frappe .content h6{color:#c6d0f5;font-weight:600;line-height:1.125}html.theme--catppuccin-frappe .content h1{font-size:2em;margin-bottom:0.5em}html.theme--catppuccin-frappe .content h1:not(:first-child){margin-top:1em}html.theme--catppuccin-frappe .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--catppuccin-frappe .content h2:not(:first-child){margin-top:1.1428em}html.theme--catppuccin-frappe .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--catppuccin-frappe .content h3:not(:first-child){margin-top:1.3333em}html.theme--catppuccin-frappe .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--catppuccin-frappe .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--catppuccin-frappe .content h6{font-size:1em;margin-bottom:1em}html.theme--catppuccin-frappe .content blockquote{background-color:#292c3c;border-left:5px solid #626880;padding:1.25em 1.5em}html.theme--catppuccin-frappe .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-frappe .content ol:not([type]){list-style-type:decimal}html.theme--catppuccin-frappe .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--catppuccin-frappe .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--catppuccin-frappe .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--catppuccin-frappe .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--catppuccin-frappe .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-frappe .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--catppuccin-frappe .content ul ul ul{list-style-type:square}html.theme--catppuccin-frappe .content dd{margin-left:2em}html.theme--catppuccin-frappe .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--catppuccin-frappe .content figure:not(:first-child){margin-top:2em}html.theme--catppuccin-frappe .content figure:not(:last-child){margin-bottom:2em}html.theme--catppuccin-frappe .content figure img{display:inline-block}html.theme--catppuccin-frappe .content figure figcaption{font-style:italic}html.theme--catppuccin-frappe .content pre{-webkit-overflow-scrolling:touch;overflow-x:auto;padding:0;white-space:pre;word-wrap:normal}html.theme--catppuccin-frappe .content sup,html.theme--catppuccin-frappe .content sub{font-size:75%}html.theme--catppuccin-frappe .content table{width:100%}html.theme--catppuccin-frappe .content table td,html.theme--catppuccin-frappe .content table th{border:1px solid #626880;border-width:0 0 1px;padding:0.5em 0.75em;vertical-align:top}html.theme--catppuccin-frappe .content table th{color:#b0bef1}html.theme--catppuccin-frappe .content table th:not([align]){text-align:inherit}html.theme--catppuccin-frappe .content table thead td,html.theme--catppuccin-frappe .content table thead th{border-width:0 0 2px;color:#b0bef1}html.theme--catppuccin-frappe .content table tfoot td,html.theme--catppuccin-frappe .content table tfoot th{border-width:2px 0 0;color:#b0bef1}html.theme--catppuccin-frappe .content table tbody tr:last-child td,html.theme--catppuccin-frappe .content table tbody tr:last-child th{border-bottom-width:0}html.theme--catppuccin-frappe .content .tabs li+li{margin-top:0}html.theme--catppuccin-frappe .content.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.content{font-size:.75rem}html.theme--catppuccin-frappe .content.is-normal{font-size:1rem}html.theme--catppuccin-frappe .content.is-medium{font-size:1.25rem}html.theme--catppuccin-frappe .content.is-large{font-size:1.5rem}html.theme--catppuccin-frappe .icon{align-items:center;display:inline-flex;justify-content:center;height:1.5rem;width:1.5rem}html.theme--catppuccin-frappe .icon.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.icon{height:1rem;width:1rem}html.theme--catppuccin-frappe .icon.is-medium{height:2rem;width:2rem}html.theme--catppuccin-frappe .icon.is-large{height:3rem;width:3rem}html.theme--catppuccin-frappe .icon-text{align-items:flex-start;color:inherit;display:inline-flex;flex-wrap:wrap;line-height:1.5rem;vertical-align:top}html.theme--catppuccin-frappe .icon-text .icon{flex-grow:0;flex-shrink:0}html.theme--catppuccin-frappe .icon-text 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a.navbar-item:focus,html.theme--catppuccin-frappe a.navbar-item:focus-within,html.theme--catppuccin-frappe a.navbar-item:hover,html.theme--catppuccin-frappe a.navbar-item.is-active,html.theme--catppuccin-frappe .navbar-link:focus,html.theme--catppuccin-frappe .navbar-link:focus-within,html.theme--catppuccin-frappe .navbar-link:hover,html.theme--catppuccin-frappe .navbar-link.is-active{background-color:rgba(0,0,0,0);color:#8caaee}html.theme--catppuccin-frappe .navbar-item{flex-grow:0;flex-shrink:0}html.theme--catppuccin-frappe .navbar-item img{max-height:1.75rem}html.theme--catppuccin-frappe .navbar-item.has-dropdown{padding:0}html.theme--catppuccin-frappe .navbar-item.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-frappe .navbar-item.is-tab{border-bottom:1px solid transparent;min-height:4rem;padding-bottom:calc(0.5rem - 1px)}html.theme--catppuccin-frappe .navbar-item.is-tab:focus,html.theme--catppuccin-frappe .navbar-item.is-tab:hover{background-color:rgba(0,0,0,0);border-bottom-color:#8caaee}html.theme--catppuccin-frappe .navbar-item.is-tab.is-active{background-color:rgba(0,0,0,0);border-bottom-color:#8caaee;border-bottom-style:solid;border-bottom-width:3px;color:#8caaee;padding-bottom:calc(0.5rem - 3px)}html.theme--catppuccin-frappe .navbar-content{flex-grow:1;flex-shrink:1}html.theme--catppuccin-frappe .navbar-link:not(.is-arrowless){padding-right:2.5em}html.theme--catppuccin-frappe .navbar-link:not(.is-arrowless)::after{border-color:#fff;margin-top:-0.375em;right:1.125em}html.theme--catppuccin-frappe .navbar-dropdown{font-size:0.875rem;padding-bottom:0.5rem;padding-top:0.5rem}html.theme--catppuccin-frappe .navbar-dropdown .navbar-item{padding-left:1.5rem;padding-right:1.5rem}html.theme--catppuccin-frappe .navbar-divider{background-color:rgba(0,0,0,0.2);border:none;display:none;height:2px;margin:0.5rem 0}@media screen and (max-width: 1055px){html.theme--catppuccin-frappe 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a.navbar-item:hover{background-color:rgba(0,0,0,0);color:#838ba7}html.theme--catppuccin-frappe .navbar-dropdown a.navbar-item.is-active{background-color:rgba(0,0,0,0);color:#8caaee}.navbar.is-spaced html.theme--catppuccin-frappe .navbar-dropdown,html.theme--catppuccin-frappe .navbar-dropdown.is-boxed{border-radius:8px;border-top:none;box-shadow:0 8px 8px rgba(10,10,10,0.1), 0 0 0 1px rgba(10,10,10,0.1);display:block;opacity:0;pointer-events:none;top:calc(100% + (-4px));transform:translateY(-5px);transition-duration:86ms;transition-property:opacity, transform}html.theme--catppuccin-frappe .navbar-dropdown.is-right{left:auto;right:0}html.theme--catppuccin-frappe .navbar-divider{display:block}html.theme--catppuccin-frappe .navbar>.container .navbar-brand,html.theme--catppuccin-frappe .container>.navbar .navbar-brand{margin-left:-.75rem}html.theme--catppuccin-frappe .navbar>.container .navbar-menu,html.theme--catppuccin-frappe .container>.navbar 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body.has-spaced-navbar-fixed-bottom{padding-bottom:6rem}html.theme--catppuccin-frappe a.navbar-item.is-active,html.theme--catppuccin-frappe .navbar-link.is-active{color:#8caaee}html.theme--catppuccin-frappe a.navbar-item.is-active:not(:focus):not(:hover),html.theme--catppuccin-frappe .navbar-link.is-active:not(:focus):not(:hover){background-color:rgba(0,0,0,0)}html.theme--catppuccin-frappe .navbar-item.has-dropdown:focus .navbar-link,html.theme--catppuccin-frappe .navbar-item.has-dropdown:hover .navbar-link,html.theme--catppuccin-frappe .navbar-item.has-dropdown.is-active .navbar-link{background-color:rgba(0,0,0,0)}}html.theme--catppuccin-frappe .hero.is-fullheight-with-navbar{min-height:calc(100vh - 4rem)}html.theme--catppuccin-frappe .pagination{font-size:1rem;margin:-.25rem}html.theme--catppuccin-frappe .pagination.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.pagination{font-size:.75rem}html.theme--catppuccin-frappe .pagination.is-medium{font-size:1.25rem}html.theme--catppuccin-frappe .pagination.is-large{font-size:1.5rem}html.theme--catppuccin-frappe .pagination.is-rounded .pagination-previous,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.pagination .pagination-previous,html.theme--catppuccin-frappe .pagination.is-rounded .pagination-next,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.pagination .pagination-next{padding-left:1em;padding-right:1em;border-radius:9999px}html.theme--catppuccin-frappe .pagination.is-rounded .pagination-link,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.pagination .pagination-link{border-radius:9999px}html.theme--catppuccin-frappe .pagination,html.theme--catppuccin-frappe .pagination-list{align-items:center;display:flex;justify-content:center;text-align:center}html.theme--catppuccin-frappe .pagination-previous,html.theme--catppuccin-frappe .pagination-next,html.theme--catppuccin-frappe .pagination-link,html.theme--catppuccin-frappe .pagination-ellipsis{font-size:1em;justify-content:center;margin:.25rem;padding-left:.5em;padding-right:.5em;text-align:center}html.theme--catppuccin-frappe .pagination-previous,html.theme--catppuccin-frappe .pagination-next,html.theme--catppuccin-frappe .pagination-link{border-color:#626880;color:#8caaee;min-width:2.5em}html.theme--catppuccin-frappe .pagination-previous:hover,html.theme--catppuccin-frappe .pagination-next:hover,html.theme--catppuccin-frappe .pagination-link:hover{border-color:#737994;color:#99d1db}html.theme--catppuccin-frappe .pagination-previous:focus,html.theme--catppuccin-frappe .pagination-next:focus,html.theme--catppuccin-frappe .pagination-link:focus{border-color:#737994}html.theme--catppuccin-frappe .pagination-previous:active,html.theme--catppuccin-frappe .pagination-next:active,html.theme--catppuccin-frappe .pagination-link:active{box-shadow:inset 0 1px 2px 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768px){html.theme--catppuccin-frappe .pagination{flex-wrap:wrap}html.theme--catppuccin-frappe .pagination-previous,html.theme--catppuccin-frappe .pagination-next{flex-grow:1;flex-shrink:1}html.theme--catppuccin-frappe .pagination-list li{flex-grow:1;flex-shrink:1}}@media screen and (min-width: 769px),print{html.theme--catppuccin-frappe .pagination-list{flex-grow:1;flex-shrink:1;justify-content:flex-start;order:1}html.theme--catppuccin-frappe .pagination-previous,html.theme--catppuccin-frappe .pagination-next,html.theme--catppuccin-frappe .pagination-link,html.theme--catppuccin-frappe .pagination-ellipsis{margin-bottom:0;margin-top:0}html.theme--catppuccin-frappe .pagination-previous{order:2}html.theme--catppuccin-frappe .pagination-next{order:3}html.theme--catppuccin-frappe .pagination{justify-content:space-between;margin-bottom:0;margin-top:0}html.theme--catppuccin-frappe .pagination.is-centered .pagination-previous{order:1}html.theme--catppuccin-frappe .pagination.is-centered 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a.is-active{border-bottom-color:#0a0a0a}html.theme--catppuccin-frappe .panel.is-black .panel-block.is-active .panel-icon{color:#0a0a0a}html.theme--catppuccin-frappe .panel.is-light .panel-heading{background-color:#f5f5f5;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .panel.is-light .panel-tabs a.is-active{border-bottom-color:#f5f5f5}html.theme--catppuccin-frappe .panel.is-light .panel-block.is-active .panel-icon{color:#f5f5f5}html.theme--catppuccin-frappe .panel.is-dark .panel-heading,html.theme--catppuccin-frappe .content kbd.panel .panel-heading{background-color:#414559;color:#fff}html.theme--catppuccin-frappe .panel.is-dark .panel-tabs a.is-active,html.theme--catppuccin-frappe .content kbd.panel .panel-tabs a.is-active{border-bottom-color:#414559}html.theme--catppuccin-frappe .panel.is-dark .panel-block.is-active .panel-icon,html.theme--catppuccin-frappe .content kbd.panel .panel-block.is-active .panel-icon{color:#414559}html.theme--catppuccin-frappe .panel.is-primary 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rgba(10,10,10,0.25)}html.theme--catppuccin-latte .button.is-black:active,html.theme--catppuccin-latte .button.is-black.is-active{background-color:#000;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-black[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-black{background-color:#0a0a0a;border-color:#0a0a0a;box-shadow:none}html.theme--catppuccin-latte .button.is-black.is-inverted{background-color:#fff;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black.is-inverted:hover,html.theme--catppuccin-latte .button.is-black.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-latte .button.is-black.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-black.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-black.is-outlined{background-color:transparent;border-color:#0a0a0a;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black.is-outlined:hover,html.theme--catppuccin-latte .button.is-black.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-black.is-outlined:focus,html.theme--catppuccin-latte .button.is-black.is-outlined.is-focused{background-color:#0a0a0a;border-color:#0a0a0a;color:#fff}html.theme--catppuccin-latte .button.is-black.is-outlined.is-loading::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--catppuccin-latte .button.is-black.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-black.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-black.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-black.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-black.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-black.is-outlined{background-color:transparent;border-color:#0a0a0a;box-shadow:none;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-focused{background-color:#fff;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-light{background-color:#f5f5f5;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light:hover,html.theme--catppuccin-latte .button.is-light.is-hovered{background-color:#eee;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light:focus,html.theme--catppuccin-latte .button.is-light.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light:focus:not(:active),html.theme--catppuccin-latte .button.is-light.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(245,245,245,0.25)}html.theme--catppuccin-latte .button.is-light:active,html.theme--catppuccin-latte .button.is-light.is-active{background-color:#e8e8e8;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-light{background-color:#f5f5f5;border-color:#f5f5f5;box-shadow:none}html.theme--catppuccin-latte .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);color:#f5f5f5}html.theme--catppuccin-latte .button.is-light.is-inverted:hover,html.theme--catppuccin-latte .button.is-light.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#f5f5f5}html.theme--catppuccin-latte .button.is-light.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-latte .button.is-light.is-outlined{background-color:transparent;border-color:#f5f5f5;color:#f5f5f5}html.theme--catppuccin-latte .button.is-light.is-outlined:hover,html.theme--catppuccin-latte .button.is-light.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-light.is-outlined:focus,html.theme--catppuccin-latte .button.is-light.is-outlined.is-focused{background-color:#f5f5f5;border-color:#f5f5f5;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light.is-outlined.is-loading::after{border-color:transparent transparent #f5f5f5 #f5f5f5 !important}html.theme--catppuccin-latte .button.is-light.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-light.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-light.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-light.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-latte .button.is-light.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-light.is-outlined{background-color:transparent;border-color:#f5f5f5;box-shadow:none;color:#f5f5f5}html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#f5f5f5}html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #f5f5f5 #f5f5f5 !important}html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark,html.theme--catppuccin-latte .content kbd.button{background-color:#ccd0da;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark:hover,html.theme--catppuccin-latte .content kbd.button:hover,html.theme--catppuccin-latte .button.is-dark.is-hovered,html.theme--catppuccin-latte .content kbd.button.is-hovered{background-color:#c5c9d5;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark:focus,html.theme--catppuccin-latte .content kbd.button:focus,html.theme--catppuccin-latte .button.is-dark.is-focused,html.theme--catppuccin-latte .content kbd.button.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark:focus:not(:active),html.theme--catppuccin-latte .content kbd.button:focus:not(:active),html.theme--catppuccin-latte .button.is-dark.is-focused:not(:active),html.theme--catppuccin-latte .content kbd.button.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(204,208,218,0.25)}html.theme--catppuccin-latte .button.is-dark:active,html.theme--catppuccin-latte .content kbd.button:active,html.theme--catppuccin-latte .button.is-dark.is-active,html.theme--catppuccin-latte .content kbd.button.is-active{background-color:#bdc2cf;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark[disabled],html.theme--catppuccin-latte .content kbd.button[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-dark,fieldset[disabled] html.theme--catppuccin-latte .content kbd.button{background-color:#ccd0da;border-color:#ccd0da;box-shadow:none}html.theme--catppuccin-latte .button.is-dark.is-inverted,html.theme--catppuccin-latte .content kbd.button.is-inverted{background-color:rgba(0,0,0,0.7);color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-inverted:hover,html.theme--catppuccin-latte .content kbd.button.is-inverted:hover,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-hovered,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark.is-inverted[disabled],html.theme--catppuccin-latte .content kbd.button.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-dark.is-inverted,fieldset[disabled] html.theme--catppuccin-latte .content kbd.button.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-loading::after,html.theme--catppuccin-latte .content kbd.button.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-latte .button.is-dark.is-outlined,html.theme--catppuccin-latte .content kbd.button.is-outlined{background-color:transparent;border-color:#ccd0da;color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-outlined:hover,html.theme--catppuccin-latte .content kbd.button.is-outlined:hover,html.theme--catppuccin-latte .button.is-dark.is-outlined.is-hovered,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-dark.is-outlined:focus,html.theme--catppuccin-latte .content kbd.button.is-outlined:focus,html.theme--catppuccin-latte .button.is-dark.is-outlined.is-focused,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-focused{background-color:#ccd0da;border-color:#ccd0da;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark.is-outlined.is-loading::after,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-loading::after{border-color:transparent transparent #ccd0da #ccd0da !important}html.theme--catppuccin-latte .button.is-dark.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-dark.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-dark.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-dark.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-latte .button.is-dark.is-outlined[disabled],html.theme--catppuccin-latte .content kbd.button.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-dark.is-outlined,fieldset[disabled] html.theme--catppuccin-latte .content kbd.button.is-outlined{background-color:transparent;border-color:#ccd0da;box-shadow:none;color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #ccd0da #ccd0da !important}html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined[disabled],html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined,fieldset[disabled] html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-primary,html.theme--catppuccin-latte .docstring>section>a.button.docs-sourcelink{background-color:#1e66f5;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-primary:hover,html.theme--catppuccin-latte .docstring>section>a.button.docs-sourcelink:hover,html.theme--catppuccin-latte .button.is-primary.is-hovered,html.theme--catppuccin-latte .docstring>section>a.button.is-hovered.docs-sourcelink{background-color:#125ef4;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-primary:focus,html.theme--catppuccin-latte .docstring>section>a.button.docs-sourcelink:focus,html.theme--catppuccin-latte .button.is-primary.is-focused,html.theme--catppuccin-latte .docstring>section>a.button.is-focused.docs-sourcelink{border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-primary:focus:not(:active),html.theme--catppuccin-latte .docstring>section>a.button.docs-sourcelink:focus:not(:active),html.theme--catppuccin-latte .button.is-primary.is-focused:not(:active),html.theme--catppuccin-latte .docstring>section>a.button.is-focused.docs-sourcelink:not(:active){box-shadow:0 0 0 0.125em rgba(30,102,245,0.25)}html.theme--catppuccin-latte .button.is-primary:active,html.theme--catppuccin-latte .docstring>section>a.button.docs-sourcelink:active,html.theme--catppuccin-latte .button.is-primary.is-active,html.theme--catppuccin-latte .docstring>section>a.button.is-active.docs-sourcelink{background-color:#0b57ef;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-primary[disabled],html.theme--catppuccin-latte .docstring>section>a.button.docs-sourcelink[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-primary,fieldset[disabled] html.theme--catppuccin-latte .docstring>section>a.button.docs-sourcelink{background-color:#1e66f5;border-color:#1e66f5;box-shadow:none}html.theme--catppuccin-latte .button.is-primary.is-inverted,html.theme--catppuccin-latte .docstring>section>a.button.is-inverted.docs-sourcelink{background-color:#fff;color:#1e66f5}html.theme--catppuccin-latte .button.is-primary.is-inverted:hover,html.theme--catppuccin-latte .docstring>section>a.button.is-inverted.docs-sourcelink:hover,html.theme--catppuccin-latte .button.is-primary.is-inverted.is-hovered,html.theme--catppuccin-latte .docstring>section>a.button.is-inverted.is-hovered.docs-sourcelink{background-color:#f2f2f2}html.theme--catppuccin-latte .button.is-primary.is-inverted[disabled],html.theme--catppuccin-latte .docstring>section>a.button.is-inverted.docs-sourcelink[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-primary.is-inverted,fieldset[disabled] html.theme--catppuccin-latte .docstring>section>a.button.is-inverted.docs-sourcelink{background-color:#fff;border-color:transparent;box-shadow:none;color:#1e66f5}html.theme--catppuccin-latte .button.is-primary.is-loading::after,html.theme--catppuccin-latte .docstring>section>a.button.is-loading.docs-sourcelink::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-primary.is-outlined,html.theme--catppuccin-latte .docstring>section>a.button.is-outlined.docs-sourcelink{background-color:transparent;border-color:#1e66f5;color:#1e66f5}html.theme--catppuccin-latte .button.is-primary.is-outlined:hover,html.theme--catppuccin-latte .docstring>section>a.button.is-outlined.docs-sourcelink:hover,html.theme--catppuccin-latte .button.is-primary.is-outlined.is-hovered,html.theme--catppuccin-latte .docstring>section>a.button.is-outlined.is-hovered.docs-sourcelink,html.theme--catppuccin-latte .button.is-primary.is-outlined:focus,html.theme--catppuccin-latte .docstring>section>a.button.is-outlined.docs-sourcelink:focus,html.theme--catppuccin-latte .button.is-primary.is-outlined.is-focused,html.theme--catppuccin-latte 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.button.is-primary.is-light.is-active,html.theme--catppuccin-latte .docstring>section>a.button.is-light.is-active.docs-sourcelink{background-color:#d3e1fd;border-color:transparent;color:#0a52e1}html.theme--catppuccin-latte .button.is-link{background-color:#1e66f5;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-link:hover,html.theme--catppuccin-latte .button.is-link.is-hovered{background-color:#125ef4;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-link:focus,html.theme--catppuccin-latte .button.is-link.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-link:focus:not(:active),html.theme--catppuccin-latte .button.is-link.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(30,102,245,0.25)}html.theme--catppuccin-latte .button.is-link:active,html.theme--catppuccin-latte .button.is-link.is-active{background-color:#0b57ef;border-color:transparent;color:#fff}html.theme--catppuccin-latte 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.button.is-success.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-success.is-outlined{background-color:transparent;border-color:#40a02b;box-shadow:none;color:#40a02b}html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-focused{background-color:#fff;color:#40a02b}html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #40a02b #40a02b !important}html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-success.is-light{background-color:#f1fbef;color:#40a12b}html.theme--catppuccin-latte .button.is-success.is-light:hover,html.theme--catppuccin-latte .button.is-success.is-light.is-hovered{background-color:#e8f8e5;border-color:transparent;color:#40a12b}html.theme--catppuccin-latte .button.is-success.is-light:active,html.theme--catppuccin-latte .button.is-success.is-light.is-active{background-color:#e0f5db;border-color:transparent;color:#40a12b}html.theme--catppuccin-latte .button.is-warning{background-color:#df8e1d;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-warning:hover,html.theme--catppuccin-latte .button.is-warning.is-hovered{background-color:#d4871c;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-warning:focus,html.theme--catppuccin-latte .button.is-warning.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-warning:focus:not(:active),html.theme--catppuccin-latte .button.is-warning.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(223,142,29,0.25)}html.theme--catppuccin-latte .button.is-warning:active,html.theme--catppuccin-latte .button.is-warning.is-active{background-color:#c8801a;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-warning[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-warning{background-color:#df8e1d;border-color:#df8e1d;box-shadow:none}html.theme--catppuccin-latte .button.is-warning.is-inverted{background-color:#fff;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-inverted:hover,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-latte .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-warning.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-warning.is-outlined{background-color:transparent;border-color:#df8e1d;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-outlined:hover,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-warning.is-outlined:focus,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-focused{background-color:#df8e1d;border-color:#df8e1d;color:#fff}html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading::after{border-color:transparent transparent #df8e1d #df8e1d !important}html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-warning.is-outlined{background-color:transparent;border-color:#df8e1d;box-shadow:none;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-focused{background-color:#fff;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #df8e1d #df8e1d !important}html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-warning.is-light{background-color:#fdf6ed;color:#9e6515}html.theme--catppuccin-latte .button.is-warning.is-light:hover,html.theme--catppuccin-latte .button.is-warning.is-light.is-hovered{background-color:#fbf1e2;border-color:transparent;color:#9e6515}html.theme--catppuccin-latte .button.is-warning.is-light:active,html.theme--catppuccin-latte .button.is-warning.is-light.is-active{background-color:#faebd6;border-color:transparent;color:#9e6515}html.theme--catppuccin-latte .button.is-danger{background-color:#d20f39;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-danger:hover,html.theme--catppuccin-latte .button.is-danger.is-hovered{background-color:#c60e36;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-danger:focus,html.theme--catppuccin-latte .button.is-danger.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-danger:focus:not(:active),html.theme--catppuccin-latte .button.is-danger.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(210,15,57,0.25)}html.theme--catppuccin-latte .button.is-danger:active,html.theme--catppuccin-latte .button.is-danger.is-active{background-color:#ba0d33;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-danger[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-danger{background-color:#d20f39;border-color:#d20f39;box-shadow:none}html.theme--catppuccin-latte .button.is-danger.is-inverted{background-color:#fff;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-inverted:hover,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-latte .button.is-danger.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-danger.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-danger.is-outlined{background-color:transparent;border-color:#d20f39;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-outlined:hover,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-danger.is-outlined:focus,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-focused{background-color:#d20f39;border-color:#d20f39;color:#fff}html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #d20f39 #d20f39 !important}html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-danger.is-outlined{background-color:transparent;border-color:#d20f39;box-shadow:none;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #d20f39 #d20f39 !important}html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-danger.is-light{background-color:#feecf0;color:#e9113f}html.theme--catppuccin-latte .button.is-danger.is-light:hover,html.theme--catppuccin-latte .button.is-danger.is-light.is-hovered{background-color:#fde0e6;border-color:transparent;color:#e9113f}html.theme--catppuccin-latte .button.is-danger.is-light:active,html.theme--catppuccin-latte .button.is-danger.is-light.is-active{background-color:#fcd4dd;border-color:transparent;color:#e9113f}html.theme--catppuccin-latte .button.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--catppuccin-latte .button.is-small:not(.is-rounded),html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--catppuccin-latte .button.is-normal{font-size:1rem}html.theme--catppuccin-latte .button.is-medium{font-size:1.25rem}html.theme--catppuccin-latte .button.is-large{font-size:1.5rem}html.theme--catppuccin-latte .button[disabled],fieldset[disabled] html.theme--catppuccin-latte .button{background-color:#9ca0b0;border-color:#acb0be;box-shadow:none;opacity:.5}html.theme--catppuccin-latte .button.is-fullwidth{display:flex;width:100%}html.theme--catppuccin-latte .button.is-loading{color:transparent !important;pointer-events:none}html.theme--catppuccin-latte .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--catppuccin-latte .button.is-static{background-color:#e6e9ef;border-color:#acb0be;color:#8c8fa1;box-shadow:none;pointer-events:none}html.theme--catppuccin-latte .button.is-rounded,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--catppuccin-latte .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--catppuccin-latte .buttons .button{margin-bottom:0.5rem}html.theme--catppuccin-latte .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--catppuccin-latte .buttons:last-child{margin-bottom:-0.5rem}html.theme--catppuccin-latte .buttons:not(:last-child){margin-bottom:1rem}html.theme--catppuccin-latte .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--catppuccin-latte .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--catppuccin-latte .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--catppuccin-latte .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--catppuccin-latte .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-latte .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--catppuccin-latte .buttons.has-addons .button:last-child{margin-right:0}html.theme--catppuccin-latte .buttons.has-addons .button:hover,html.theme--catppuccin-latte .buttons.has-addons .button.is-hovered{z-index:2}html.theme--catppuccin-latte .buttons.has-addons .button:focus,html.theme--catppuccin-latte .buttons.has-addons .button.is-focused,html.theme--catppuccin-latte .buttons.has-addons .button:active,html.theme--catppuccin-latte .buttons.has-addons .button.is-active,html.theme--catppuccin-latte .buttons.has-addons .button.is-selected{z-index:3}html.theme--catppuccin-latte .buttons.has-addons .button:focus:hover,html.theme--catppuccin-latte .buttons.has-addons .button.is-focused:hover,html.theme--catppuccin-latte .buttons.has-addons .button:active:hover,html.theme--catppuccin-latte .buttons.has-addons .button.is-active:hover,html.theme--catppuccin-latte .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--catppuccin-latte .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-latte .buttons.is-centered{justify-content:center}html.theme--catppuccin-latte .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--catppuccin-latte .buttons.is-right{justify-content:flex-end}html.theme--catppuccin-latte .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--catppuccin-latte .button.is-responsive.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--catppuccin-latte .button.is-responsive,html.theme--catppuccin-latte .button.is-responsive.is-normal{font-size:.65625rem}html.theme--catppuccin-latte .button.is-responsive.is-medium{font-size:.75rem}html.theme--catppuccin-latte .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--catppuccin-latte .button.is-responsive.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--catppuccin-latte .button.is-responsive,html.theme--catppuccin-latte .button.is-responsive.is-normal{font-size:.75rem}html.theme--catppuccin-latte .button.is-responsive.is-medium{font-size:1rem}html.theme--catppuccin-latte .button.is-responsive.is-large{font-size:1.25rem}}html.theme--catppuccin-latte .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--catppuccin-latte .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--catppuccin-latte .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--catppuccin-latte .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--catppuccin-latte .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--catppuccin-latte .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--catppuccin-latte .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--catppuccin-latte .content li+li{margin-top:0.25em}html.theme--catppuccin-latte .content p:not(:last-child),html.theme--catppuccin-latte .content dl:not(:last-child),html.theme--catppuccin-latte .content ol:not(:last-child),html.theme--catppuccin-latte .content ul:not(:last-child),html.theme--catppuccin-latte .content blockquote:not(:last-child),html.theme--catppuccin-latte .content pre:not(:last-child),html.theme--catppuccin-latte .content table:not(:last-child){margin-bottom:1em}html.theme--catppuccin-latte .content h1,html.theme--catppuccin-latte .content h2,html.theme--catppuccin-latte .content h3,html.theme--catppuccin-latte .content h4,html.theme--catppuccin-latte .content h5,html.theme--catppuccin-latte .content h6{color:#4c4f69;font-weight:600;line-height:1.125}html.theme--catppuccin-latte .content h1{font-size:2em;margin-bottom:0.5em}html.theme--catppuccin-latte .content h1:not(:first-child){margin-top:1em}html.theme--catppuccin-latte .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--catppuccin-latte .content h2:not(:first-child){margin-top:1.1428em}html.theme--catppuccin-latte .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--catppuccin-latte .content h3:not(:first-child){margin-top:1.3333em}html.theme--catppuccin-latte .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--catppuccin-latte .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--catppuccin-latte .content h6{font-size:1em;margin-bottom:1em}html.theme--catppuccin-latte .content blockquote{background-color:#e6e9ef;border-left:5px solid #acb0be;padding:1.25em 1.5em}html.theme--catppuccin-latte .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-latte .content ol:not([type]){list-style-type:decimal}html.theme--catppuccin-latte .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--catppuccin-latte .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--catppuccin-latte .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--catppuccin-latte .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--catppuccin-latte .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-latte .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--catppuccin-latte .content ul ul ul{list-style-type:square}html.theme--catppuccin-latte .content dd{margin-left:2em}html.theme--catppuccin-latte .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--catppuccin-latte .content figure:not(:first-child){margin-top:2em}html.theme--catppuccin-latte .content figure:not(:last-child){margin-bottom:2em}html.theme--catppuccin-latte .content figure img{display:inline-block}html.theme--catppuccin-latte .content figure figcaption{font-style:italic}html.theme--catppuccin-latte .content pre{-webkit-overflow-scrolling:touch;overflow-x:auto;padding:0;white-space:pre;word-wrap:normal}html.theme--catppuccin-latte .content sup,html.theme--catppuccin-latte .content sub{font-size:75%}html.theme--catppuccin-latte .content table{width:100%}html.theme--catppuccin-latte .content table td,html.theme--catppuccin-latte .content table th{border:1px solid #acb0be;border-width:0 0 1px;padding:0.5em 0.75em;vertical-align:top}html.theme--catppuccin-latte .content table th{color:#41445a}html.theme--catppuccin-latte .content table 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#documenter .docs-sidebar form.docs-search>input.file{font-size:.75rem}html.theme--catppuccin-latte .file.is-normal{font-size:1rem}html.theme--catppuccin-latte .file.is-medium{font-size:1.25rem}html.theme--catppuccin-latte .file.is-medium .file-icon .fa{font-size:21px}html.theme--catppuccin-latte .file.is-large{font-size:1.5rem}html.theme--catppuccin-latte .file.is-large .file-icon .fa{font-size:28px}html.theme--catppuccin-latte .file.has-name .file-cta{border-bottom-right-radius:0;border-top-right-radius:0}html.theme--catppuccin-latte .file.has-name .file-name{border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-latte .file.has-name.is-empty .file-cta{border-radius:.4em}html.theme--catppuccin-latte .file.has-name.is-empty .file-name{display:none}html.theme--catppuccin-latte .file.is-boxed .file-label{flex-direction:column}html.theme--catppuccin-latte .file.is-boxed .file-cta{flex-direction:column;height:auto;padding:1em 3em}html.theme--catppuccin-latte .file.is-boxed .file-name{border-width:0 1px 1px}html.theme--catppuccin-latte .file.is-boxed .file-icon{height:1.5em;width:1.5em}html.theme--catppuccin-latte .file.is-boxed .file-icon .fa{font-size:21px}html.theme--catppuccin-latte .file.is-boxed.is-small .file-icon .fa,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.is-boxed .file-icon .fa{font-size:14px}html.theme--catppuccin-latte .file.is-boxed.is-medium .file-icon .fa{font-size:28px}html.theme--catppuccin-latte .file.is-boxed.is-large .file-icon .fa{font-size:35px}html.theme--catppuccin-latte .file.is-boxed.has-name .file-cta{border-radius:.4em .4em 0 0}html.theme--catppuccin-latte .file.is-boxed.has-name .file-name{border-radius:0 0 .4em .4em;border-width:0 1px 1px}html.theme--catppuccin-latte .file.is-centered{justify-content:center}html.theme--catppuccin-latte .file.is-fullwidth .file-label{width:100%}html.theme--catppuccin-latte .file.is-fullwidth .file-name{flex-grow:1;max-width:none}html.theme--catppuccin-latte .file.is-right{justify-content:flex-end}html.theme--catppuccin-latte .file.is-right .file-cta{border-radius:0 .4em .4em 0}html.theme--catppuccin-latte .file.is-right .file-name{border-radius:.4em 0 0 .4em;border-width:1px 0 1px 1px;order:-1}html.theme--catppuccin-latte .file-label{align-items:stretch;display:flex;cursor:pointer;justify-content:flex-start;overflow:hidden;position:relative}html.theme--catppuccin-latte .file-label:hover .file-cta{background-color:#c5c9d5;color:#41445a}html.theme--catppuccin-latte .file-label:hover .file-name{border-color:#a5a9b8}html.theme--catppuccin-latte .file-label:active .file-cta{background-color:#bdc2cf;color:#41445a}html.theme--catppuccin-latte .file-label:active .file-name{border-color:#9ea2b3}html.theme--catppuccin-latte .file-input{height:100%;left:0;opacity:0;outline:none;position:absolute;top:0;width:100%}html.theme--catppuccin-latte .file-cta,html.theme--catppuccin-latte .file-name{border-color:#acb0be;border-radius:.4em;font-size:1em;padding-left:1em;padding-right:1em;white-space:nowrap}html.theme--catppuccin-latte .file-cta{background-color:#ccd0da;color:#4c4f69}html.theme--catppuccin-latte .file-name{border-color:#acb0be;border-style:solid;border-width:1px 1px 1px 0;display:block;max-width:16em;overflow:hidden;text-align:inherit;text-overflow:ellipsis}html.theme--catppuccin-latte .file-icon{align-items:center;display:flex;height:1em;justify-content:center;margin-right:.5em;width:1em}html.theme--catppuccin-latte .file-icon .fa{font-size:14px}html.theme--catppuccin-latte .label{color:#41445a;display:block;font-size:1rem;font-weight:700}html.theme--catppuccin-latte .label:not(:last-child){margin-bottom:0.5em}html.theme--catppuccin-latte .label.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.label{font-size:.75rem}html.theme--catppuccin-latte .label.is-medium{font-size:1.25rem}html.theme--catppuccin-latte .label.is-large{font-size:1.5rem}html.theme--catppuccin-latte .help{display:block;font-size:.75rem;margin-top:0.25rem}html.theme--catppuccin-latte .help.is-white{color:#fff}html.theme--catppuccin-latte .help.is-black{color:#0a0a0a}html.theme--catppuccin-latte .help.is-light{color:#f5f5f5}html.theme--catppuccin-latte .help.is-dark,html.theme--catppuccin-latte .content kbd.help{color:#ccd0da}html.theme--catppuccin-latte .help.is-primary,html.theme--catppuccin-latte .docstring>section>a.help.docs-sourcelink{color:#1e66f5}html.theme--catppuccin-latte .help.is-link{color:#1e66f5}html.theme--catppuccin-latte .help.is-info{color:#179299}html.theme--catppuccin-latte .help.is-success{color:#40a02b}html.theme--catppuccin-latte .help.is-warning{color:#df8e1d}html.theme--catppuccin-latte .help.is-danger{color:#d20f39}html.theme--catppuccin-latte .field:not(:last-child){margin-bottom:0.75rem}html.theme--catppuccin-latte .field.has-addons{display:flex;justify-content:flex-start}html.theme--catppuccin-latte .field.has-addons .control:not(:last-child){margin-right:-1px}html.theme--catppuccin-latte .field.has-addons .control:not(:first-child):not(:last-child) .button,html.theme--catppuccin-latte .field.has-addons .control:not(:first-child):not(:last-child) .input,html.theme--catppuccin-latte .field.has-addons .control:not(:first-child):not(:last-child) #documenter .docs-sidebar form.docs-search>input,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control:not(:first-child):not(:last-child) form.docs-search>input,html.theme--catppuccin-latte .field.has-addons .control:not(:first-child):not(:last-child) .select select{border-radius:0}html.theme--catppuccin-latte .field.has-addons .control:first-child:not(:only-child) .button,html.theme--catppuccin-latte .field.has-addons .control:first-child:not(:only-child) .input,html.theme--catppuccin-latte .field.has-addons .control:first-child:not(:only-child) #documenter .docs-sidebar form.docs-search>input,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control:first-child:not(:only-child) form.docs-search>input,html.theme--catppuccin-latte .field.has-addons .control:first-child:not(:only-child) .select select{border-bottom-right-radius:0;border-top-right-radius:0}html.theme--catppuccin-latte .field.has-addons .control:last-child:not(:only-child) .button,html.theme--catppuccin-latte .field.has-addons .control:last-child:not(:only-child) .input,html.theme--catppuccin-latte .field.has-addons .control:last-child:not(:only-child) #documenter .docs-sidebar form.docs-search>input,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control:last-child:not(:only-child) form.docs-search>input,html.theme--catppuccin-latte .field.has-addons .control:last-child:not(:only-child) .select select{border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-latte .field.has-addons .control .button:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .button.is-hovered:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .input:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input:not([disabled]):hover,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .input.is-hovered:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input.is-hovered:not([disabled]),html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input.is-hovered:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .select select:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .select select.is-hovered:not([disabled]){z-index:2}html.theme--catppuccin-latte .field.has-addons .control .button:not([disabled]):focus,html.theme--catppuccin-latte .field.has-addons .control .button.is-focused:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .button:not([disabled]):active,html.theme--catppuccin-latte .field.has-addons .control .button.is-active:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .input:not([disabled]):focus,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input:not([disabled]):focus,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input:not([disabled]):focus,html.theme--catppuccin-latte .field.has-addons .control .input.is-focused:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input.is-focused:not([disabled]),html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input.is-focused:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .input:not([disabled]):active,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input:not([disabled]):active,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input:not([disabled]):active,html.theme--catppuccin-latte .field.has-addons .control .input.is-active:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input.is-active:not([disabled]),html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input.is-active:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .select select:not([disabled]):focus,html.theme--catppuccin-latte .field.has-addons .control .select select.is-focused:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .select select:not([disabled]):active,html.theme--catppuccin-latte .field.has-addons .control .select select.is-active:not([disabled]){z-index:3}html.theme--catppuccin-latte .field.has-addons .control .button:not([disabled]):focus:hover,html.theme--catppuccin-latte .field.has-addons .control .button.is-focused:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .button:not([disabled]):active:hover,html.theme--catppuccin-latte .field.has-addons .control .button.is-active:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .input:not([disabled]):focus:hover,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input:not([disabled]):focus:hover,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input:not([disabled]):focus:hover,html.theme--catppuccin-latte .field.has-addons .control .input.is-focused:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input.is-focused:not([disabled]):hover,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input.is-focused:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .input:not([disabled]):active:hover,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input:not([disabled]):active:hover,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input:not([disabled]):active:hover,html.theme--catppuccin-latte .field.has-addons .control .input.is-active:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input.is-active:not([disabled]):hover,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input.is-active:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .select select:not([disabled]):focus:hover,html.theme--catppuccin-latte .field.has-addons .control .select select.is-focused:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .select select:not([disabled]):active:hover,html.theme--catppuccin-latte .field.has-addons .control .select select.is-active:not([disabled]):hover{z-index:4}html.theme--catppuccin-latte .field.has-addons .control.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-latte .field.has-addons.has-addons-centered{justify-content:center}html.theme--catppuccin-latte .field.has-addons.has-addons-right{justify-content:flex-end}html.theme--catppuccin-latte .field.has-addons.has-addons-fullwidth .control{flex-grow:1;flex-shrink:0}html.theme--catppuccin-latte .field.is-grouped{display:flex;justify-content:flex-start}html.theme--catppuccin-latte .field.is-grouped>.control{flex-shrink:0}html.theme--catppuccin-latte .field.is-grouped>.control:not(:last-child){margin-bottom:0;margin-right:.75rem}html.theme--catppuccin-latte .field.is-grouped>.control.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-latte .field.is-grouped.is-grouped-centered{justify-content:center}html.theme--catppuccin-latte .field.is-grouped.is-grouped-right{justify-content:flex-end}html.theme--catppuccin-latte .field.is-grouped.is-grouped-multiline{flex-wrap:wrap}html.theme--catppuccin-latte .field.is-grouped.is-grouped-multiline>.control:last-child,html.theme--catppuccin-latte .field.is-grouped.is-grouped-multiline>.control:not(:last-child){margin-bottom:0.75rem}html.theme--catppuccin-latte .field.is-grouped.is-grouped-multiline:last-child{margin-bottom:-0.75rem}html.theme--catppuccin-latte .field.is-grouped.is-grouped-multiline:not(:last-child){margin-bottom:0}@media screen and (min-width: 769px),print{html.theme--catppuccin-latte .field.is-horizontal{display:flex}}html.theme--catppuccin-latte .field-label .label{font-size:inherit}@media screen and (max-width: 768px){html.theme--catppuccin-latte .field-label{margin-bottom:0.5rem}}@media screen and (min-width: 769px),print{html.theme--catppuccin-latte .field-label{flex-basis:0;flex-grow:1;flex-shrink:0;margin-right:1.5rem;text-align:right}html.theme--catppuccin-latte .field-label.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.field-label{font-size:.75rem;padding-top:0.375em}html.theme--catppuccin-latte .field-label.is-normal{padding-top:0.375em}html.theme--catppuccin-latte .field-label.is-medium{font-size:1.25rem;padding-top:0.375em}html.theme--catppuccin-latte .field-label.is-large{font-size:1.5rem;padding-top:0.375em}}html.theme--catppuccin-latte .field-body .field .field{margin-bottom:0}@media screen and (min-width: 769px),print{html.theme--catppuccin-latte .field-body{display:flex;flex-basis:0;flex-grow:5;flex-shrink:1}html.theme--catppuccin-latte .field-body .field{margin-bottom:0}html.theme--catppuccin-latte .field-body>.field{flex-shrink:1}html.theme--catppuccin-latte .field-body>.field:not(.is-narrow){flex-grow:1}html.theme--catppuccin-latte .field-body>.field:not(:last-child){margin-right:.75rem}}html.theme--catppuccin-latte .control{box-sizing:border-box;clear:both;font-size:1rem;position:relative;text-align:inherit}html.theme--catppuccin-latte .control.has-icons-left .input:focus~.icon,html.theme--catppuccin-latte .control.has-icons-left #documenter .docs-sidebar form.docs-search>input:focus~.icon,html.theme--catppuccin-latte #documenter .docs-sidebar .control.has-icons-left form.docs-search>input:focus~.icon,html.theme--catppuccin-latte .control.has-icons-left .select:focus~.icon,html.theme--catppuccin-latte .control.has-icons-right .input:focus~.icon,html.theme--catppuccin-latte .control.has-icons-right #documenter .docs-sidebar form.docs-search>input:focus~.icon,html.theme--catppuccin-latte #documenter .docs-sidebar .control.has-icons-right form.docs-search>input:focus~.icon,html.theme--catppuccin-latte .control.has-icons-right .select:focus~.icon{color:#ccd0da}html.theme--catppuccin-latte .control.has-icons-left .input.is-small~.icon,html.theme--catppuccin-latte .control.has-icons-left #documenter .docs-sidebar form.docs-search>input~.icon,html.theme--catppuccin-latte #documenter .docs-sidebar .control.has-icons-left form.docs-search>input~.icon,html.theme--catppuccin-latte .control.has-icons-left .select.is-small~.icon,html.theme--catppuccin-latte .control.has-icons-right .input.is-small~.icon,html.theme--catppuccin-latte .control.has-icons-right #documenter .docs-sidebar form.docs-search>input~.icon,html.theme--catppuccin-latte #documenter .docs-sidebar .control.has-icons-right form.docs-search>input~.icon,html.theme--catppuccin-latte .control.has-icons-right .select.is-small~.icon{font-size:.75rem}html.theme--catppuccin-latte .control.has-icons-left .input.is-medium~.icon,html.theme--catppuccin-latte .control.has-icons-left #documenter .docs-sidebar form.docs-search>input.is-medium~.icon,html.theme--catppuccin-latte #documenter .docs-sidebar .control.has-icons-left form.docs-search>input.is-medium~.icon,html.theme--catppuccin-latte .control.has-icons-left .select.is-medium~.icon,html.theme--catppuccin-latte .control.has-icons-right .input.is-medium~.icon,html.theme--catppuccin-latte .control.has-icons-right #documenter .docs-sidebar form.docs-search>input.is-medium~.icon,html.theme--catppuccin-latte #documenter .docs-sidebar .control.has-icons-right form.docs-search>input.is-medium~.icon,html.theme--catppuccin-latte .control.has-icons-right .select.is-medium~.icon{font-size:1.25rem}html.theme--catppuccin-latte .control.has-icons-left 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kbd.button.is-outlined{background-color:transparent;border-color:#363a4f;box-shadow:none;color:#363a4f}html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--catppuccin-macchiato .content 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.button.is-info.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-info.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-focused{background-color:#8bd5ca;border-color:#8bd5ca;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-loading::after{border-color:transparent transparent #8bd5ca #8bd5ca !important}html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-info.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-info.is-outlined{background-color:transparent;border-color:#8bd5ca;box-shadow:none;color:#8bd5ca}html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#8bd5ca}html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #8bd5ca #8bd5ca !important}html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-info.is-light{background-color:#f0faf8;color:#276d62}html.theme--catppuccin-macchiato .button.is-info.is-light:hover,html.theme--catppuccin-macchiato .button.is-info.is-light.is-hovered{background-color:#e7f6f4;border-color:transparent;color:#276d62}html.theme--catppuccin-macchiato .button.is-info.is-light:active,html.theme--catppuccin-macchiato .button.is-info.is-light.is-active{background-color:#ddf3f0;border-color:transparent;color:#276d62}html.theme--catppuccin-macchiato .button.is-success{background-color:#a6da95;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success:hover,html.theme--catppuccin-macchiato .button.is-success.is-hovered{background-color:#9ed78c;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success:focus,html.theme--catppuccin-macchiato .button.is-success.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success:focus:not(:active),html.theme--catppuccin-macchiato .button.is-success.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(166,218,149,0.25)}html.theme--catppuccin-macchiato .button.is-success:active,html.theme--catppuccin-macchiato .button.is-success.is-active{background-color:#96d382;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-success{background-color:#a6da95;border-color:#a6da95;box-shadow:none}html.theme--catppuccin-macchiato .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-inverted:hover,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-success.is-outlined{background-color:transparent;border-color:#a6da95;color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-success.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-focused{background-color:#a6da95;border-color:#a6da95;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading::after{border-color:transparent transparent #a6da95 #a6da95 !important}html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-success.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-success.is-outlined{background-color:transparent;border-color:#a6da95;box-shadow:none;color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #a6da95 #a6da95 !important}html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success.is-light{background-color:#f2faf0;color:#386e26}html.theme--catppuccin-macchiato .button.is-success.is-light:hover,html.theme--catppuccin-macchiato .button.is-success.is-light.is-hovered{background-color:#eaf6e6;border-color:transparent;color:#386e26}html.theme--catppuccin-macchiato .button.is-success.is-light:active,html.theme--catppuccin-macchiato .button.is-success.is-light.is-active{background-color:#e2f3dd;border-color:transparent;color:#386e26}html.theme--catppuccin-macchiato .button.is-warning{background-color:#eed49f;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning:hover,html.theme--catppuccin-macchiato .button.is-warning.is-hovered{background-color:#eccf94;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning:focus,html.theme--catppuccin-macchiato .button.is-warning.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning:focus:not(:active),html.theme--catppuccin-macchiato .button.is-warning.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(238,212,159,0.25)}html.theme--catppuccin-macchiato .button.is-warning:active,html.theme--catppuccin-macchiato .button.is-warning.is-active{background-color:#eaca89;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-warning{background-color:#eed49f;border-color:#eed49f;box-shadow:none}html.theme--catppuccin-macchiato .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-inverted:hover,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-warning.is-outlined{background-color:transparent;border-color:#eed49f;color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-warning.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-focused{background-color:#eed49f;border-color:#eed49f;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading::after{border-color:transparent transparent #eed49f #eed49f !important}html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-warning.is-outlined{background-color:transparent;border-color:#eed49f;box-shadow:none;color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #eed49f #eed49f !important}html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning.is-light{background-color:#fcf7ee;color:#7e5c16}html.theme--catppuccin-macchiato .button.is-warning.is-light:hover,html.theme--catppuccin-macchiato .button.is-warning.is-light.is-hovered{background-color:#faf2e3;border-color:transparent;color:#7e5c16}html.theme--catppuccin-macchiato .button.is-warning.is-light:active,html.theme--catppuccin-macchiato .button.is-warning.is-light.is-active{background-color:#f8eed8;border-color:transparent;color:#7e5c16}html.theme--catppuccin-macchiato .button.is-danger{background-color:#ed8796;border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-danger:hover,html.theme--catppuccin-macchiato .button.is-danger.is-hovered{background-color:#eb7c8c;border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-danger:focus,html.theme--catppuccin-macchiato .button.is-danger.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-danger:focus:not(:active),html.theme--catppuccin-macchiato .button.is-danger.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(237,135,150,0.25)}html.theme--catppuccin-macchiato .button.is-danger:active,html.theme--catppuccin-macchiato .button.is-danger.is-active{background-color:#ea7183;border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-danger[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-danger{background-color:#ed8796;border-color:#ed8796;box-shadow:none}html.theme--catppuccin-macchiato .button.is-danger.is-inverted{background-color:#fff;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-inverted:hover,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-macchiato .button.is-danger.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-danger.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-macchiato .button.is-danger.is-outlined{background-color:transparent;border-color:#ed8796;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-danger.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-focused{background-color:#ed8796;border-color:#ed8796;color:#fff}html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #ed8796 #ed8796 !important}html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-macchiato .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-danger.is-outlined{background-color:transparent;border-color:#ed8796;box-shadow:none;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #ed8796 #ed8796 !important}html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-macchiato .button.is-danger.is-light{background-color:#fcedef;color:#971729}html.theme--catppuccin-macchiato .button.is-danger.is-light:hover,html.theme--catppuccin-macchiato .button.is-danger.is-light.is-hovered{background-color:#fbe2e6;border-color:transparent;color:#971729}html.theme--catppuccin-macchiato .button.is-danger.is-light:active,html.theme--catppuccin-macchiato .button.is-danger.is-light.is-active{background-color:#f9d7dc;border-color:transparent;color:#971729}html.theme--catppuccin-macchiato .button.is-small,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--catppuccin-macchiato .button.is-small:not(.is-rounded),html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--catppuccin-macchiato .button.is-normal{font-size:1rem}html.theme--catppuccin-macchiato .button.is-medium{font-size:1.25rem}html.theme--catppuccin-macchiato .button.is-large{font-size:1.5rem}html.theme--catppuccin-macchiato .button[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button{background-color:#6e738d;border-color:#5b6078;box-shadow:none;opacity:.5}html.theme--catppuccin-macchiato .button.is-fullwidth{display:flex;width:100%}html.theme--catppuccin-macchiato .button.is-loading{color:transparent !important;pointer-events:none}html.theme--catppuccin-macchiato .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--catppuccin-macchiato .button.is-static{background-color:#1e2030;border-color:#5b6078;color:#8087a2;box-shadow:none;pointer-events:none}html.theme--catppuccin-macchiato .button.is-rounded,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--catppuccin-macchiato .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--catppuccin-macchiato .buttons .button{margin-bottom:0.5rem}html.theme--catppuccin-macchiato .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--catppuccin-macchiato .buttons:last-child{margin-bottom:-0.5rem}html.theme--catppuccin-macchiato .buttons:not(:last-child){margin-bottom:1rem}html.theme--catppuccin-macchiato .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--catppuccin-macchiato .buttons.are-small 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.container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--catppuccin-macchiato .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--catppuccin-macchiato .content li+li{margin-top:0.25em}html.theme--catppuccin-macchiato .content p:not(:last-child),html.theme--catppuccin-macchiato .content dl:not(:last-child),html.theme--catppuccin-macchiato .content ol:not(:last-child),html.theme--catppuccin-macchiato .content ul:not(:last-child),html.theme--catppuccin-macchiato .content blockquote:not(:last-child),html.theme--catppuccin-macchiato .content pre:not(:last-child),html.theme--catppuccin-macchiato .content table:not(:last-child){margin-bottom:1em}html.theme--catppuccin-macchiato .content h1,html.theme--catppuccin-macchiato .content h2,html.theme--catppuccin-macchiato .content h3,html.theme--catppuccin-macchiato .content h4,html.theme--catppuccin-macchiato .content h5,html.theme--catppuccin-macchiato .content 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ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-macchiato .content ol:not([type]){list-style-type:decimal}html.theme--catppuccin-macchiato .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--catppuccin-macchiato .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--catppuccin-macchiato .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--catppuccin-macchiato .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--catppuccin-macchiato .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-macchiato .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--catppuccin-macchiato .content ul ul ul{list-style-type:square}html.theme--catppuccin-macchiato .content dd{margin-left:2em}html.theme--catppuccin-macchiato .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--catppuccin-macchiato 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form.docs-search>input.is-active{box-shadow:0 0 0 0.125em rgba(255,255,255,0.25)}html.theme--catppuccin-macchiato .is-black.textarea,html.theme--catppuccin-macchiato .is-black.input,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.is-black{border-color:#0a0a0a}html.theme--catppuccin-macchiato .is-black.textarea:focus,html.theme--catppuccin-macchiato .is-black.input:focus,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.is-black:focus,html.theme--catppuccin-macchiato .is-black.is-focused.textarea,html.theme--catppuccin-macchiato .is-black.is-focused.input,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.is-focused,html.theme--catppuccin-macchiato .is-black.textarea:active,html.theme--catppuccin-macchiato .is-black.input:active,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.is-black:active,html.theme--catppuccin-macchiato 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html.theme--catppuccin-mocha .button.is-link.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-mocha .button.is-link.is-light{background-color:#ebf3fe;color:#063c93}html.theme--catppuccin-mocha .button.is-link.is-light:hover,html.theme--catppuccin-mocha .button.is-link.is-light.is-hovered{background-color:#dfebfe;border-color:transparent;color:#063c93}html.theme--catppuccin-mocha .button.is-link.is-light:active,html.theme--catppuccin-mocha .button.is-link.is-light.is-active{background-color:#d3e3fd;border-color:transparent;color:#063c93}html.theme--catppuccin-mocha .button.is-info{background-color:#94e2d5;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info:hover,html.theme--catppuccin-mocha .button.is-info.is-hovered{background-color:#8adfd1;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info:focus,html.theme--catppuccin-mocha .button.is-info.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info:focus:not(:active),html.theme--catppuccin-mocha .button.is-info.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(148,226,213,0.25)}html.theme--catppuccin-mocha .button.is-info:active,html.theme--catppuccin-mocha .button.is-info.is-active{background-color:#80ddcd;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-info{background-color:#94e2d5;border-color:#94e2d5;box-shadow:none}html.theme--catppuccin-mocha .button.is-info.is-inverted{background-color:rgba(0,0,0,0.7);color:#94e2d5}html.theme--catppuccin-mocha .button.is-info.is-inverted:hover,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-info.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#94e2d5}html.theme--catppuccin-mocha .button.is-info.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-info.is-outlined{background-color:transparent;border-color:#94e2d5;color:#94e2d5}html.theme--catppuccin-mocha .button.is-info.is-outlined:hover,html.theme--catppuccin-mocha .button.is-info.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-info.is-outlined:focus,html.theme--catppuccin-mocha .button.is-info.is-outlined.is-focused{background-color:#94e2d5;border-color:#94e2d5;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info.is-outlined.is-loading::after{border-color:transparent transparent #94e2d5 #94e2d5 !important}html.theme--catppuccin-mocha .button.is-info.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-info.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-info.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-info.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-info.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-info.is-outlined{background-color:transparent;border-color:#94e2d5;box-shadow:none;color:#94e2d5}html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#94e2d5}html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #94e2d5 #94e2d5 !important}html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info.is-light{background-color:#effbf9;color:#207466}html.theme--catppuccin-mocha .button.is-info.is-light:hover,html.theme--catppuccin-mocha .button.is-info.is-light.is-hovered{background-color:#e5f8f5;border-color:transparent;color:#207466}html.theme--catppuccin-mocha .button.is-info.is-light:active,html.theme--catppuccin-mocha .button.is-info.is-light.is-active{background-color:#dbf5f1;border-color:transparent;color:#207466}html.theme--catppuccin-mocha .button.is-success{background-color:#a6e3a1;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success:hover,html.theme--catppuccin-mocha .button.is-success.is-hovered{background-color:#9de097;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success:focus,html.theme--catppuccin-mocha .button.is-success.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success:focus:not(:active),html.theme--catppuccin-mocha .button.is-success.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(166,227,161,0.25)}html.theme--catppuccin-mocha .button.is-success:active,html.theme--catppuccin-mocha .button.is-success.is-active{background-color:#93dd8d;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-success{background-color:#a6e3a1;border-color:#a6e3a1;box-shadow:none}html.theme--catppuccin-mocha .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-inverted:hover,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-success.is-outlined{background-color:transparent;border-color:#a6e3a1;color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-outlined:hover,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-success.is-outlined:focus,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-focused{background-color:#a6e3a1;border-color:#a6e3a1;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading::after{border-color:transparent transparent #a6e3a1 #a6e3a1 !important}html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-success.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-success.is-outlined{background-color:transparent;border-color:#a6e3a1;box-shadow:none;color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #a6e3a1 #a6e3a1 !important}html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success.is-light{background-color:#f0faef;color:#287222}html.theme--catppuccin-mocha .button.is-success.is-light:hover,html.theme--catppuccin-mocha .button.is-success.is-light.is-hovered{background-color:#e7f7e5;border-color:transparent;color:#287222}html.theme--catppuccin-mocha .button.is-success.is-light:active,html.theme--catppuccin-mocha .button.is-success.is-light.is-active{background-color:#def4dc;border-color:transparent;color:#287222}html.theme--catppuccin-mocha .button.is-warning{background-color:#f9e2af;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning:hover,html.theme--catppuccin-mocha .button.is-warning.is-hovered{background-color:#f8dea3;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning:focus,html.theme--catppuccin-mocha .button.is-warning.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning:focus:not(:active),html.theme--catppuccin-mocha .button.is-warning.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(249,226,175,0.25)}html.theme--catppuccin-mocha .button.is-warning:active,html.theme--catppuccin-mocha .button.is-warning.is-active{background-color:#f7d997;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-warning{background-color:#f9e2af;border-color:#f9e2af;box-shadow:none}html.theme--catppuccin-mocha .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-inverted:hover,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-warning.is-outlined{background-color:transparent;border-color:#f9e2af;color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-outlined:hover,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-warning.is-outlined:focus,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-focused{background-color:#f9e2af;border-color:#f9e2af;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading::after{border-color:transparent transparent #f9e2af #f9e2af !important}html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-warning.is-outlined{background-color:transparent;border-color:#f9e2af;box-shadow:none;color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #f9e2af #f9e2af !important}html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning.is-light{background-color:#fef8ec;color:#8a620a}html.theme--catppuccin-mocha .button.is-warning.is-light:hover,html.theme--catppuccin-mocha .button.is-warning.is-light.is-hovered{background-color:#fdf4e0;border-color:transparent;color:#8a620a}html.theme--catppuccin-mocha .button.is-warning.is-light:active,html.theme--catppuccin-mocha .button.is-warning.is-light.is-active{background-color:#fcf0d4;border-color:transparent;color:#8a620a}html.theme--catppuccin-mocha .button.is-danger{background-color:#f38ba8;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-danger:hover,html.theme--catppuccin-mocha .button.is-danger.is-hovered{background-color:#f27f9f;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-danger:focus,html.theme--catppuccin-mocha .button.is-danger.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-danger:focus:not(:active),html.theme--catppuccin-mocha .button.is-danger.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(243,139,168,0.25)}html.theme--catppuccin-mocha .button.is-danger:active,html.theme--catppuccin-mocha .button.is-danger.is-active{background-color:#f17497;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-danger[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-danger{background-color:#f38ba8;border-color:#f38ba8;box-shadow:none}html.theme--catppuccin-mocha .button.is-danger.is-inverted{background-color:#fff;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-inverted:hover,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-mocha .button.is-danger.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-danger.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-mocha .button.is-danger.is-outlined{background-color:transparent;border-color:#f38ba8;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-outlined:hover,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-danger.is-outlined:focus,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-focused{background-color:#f38ba8;border-color:#f38ba8;color:#fff}html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #f38ba8 #f38ba8 !important}html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-mocha .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-danger.is-outlined{background-color:transparent;border-color:#f38ba8;box-shadow:none;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #f38ba8 #f38ba8 !important}html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-mocha .button.is-danger.is-light{background-color:#fdedf1;color:#991036}html.theme--catppuccin-mocha .button.is-danger.is-light:hover,html.theme--catppuccin-mocha .button.is-danger.is-light.is-hovered{background-color:#fce1e8;border-color:transparent;color:#991036}html.theme--catppuccin-mocha .button.is-danger.is-light:active,html.theme--catppuccin-mocha .button.is-danger.is-light.is-active{background-color:#fbd5e0;border-color:transparent;color:#991036}html.theme--catppuccin-mocha .button.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--catppuccin-mocha .button.is-small:not(.is-rounded),html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--catppuccin-mocha .button.is-normal{font-size:1rem}html.theme--catppuccin-mocha .button.is-medium{font-size:1.25rem}html.theme--catppuccin-mocha .button.is-large{font-size:1.5rem}html.theme--catppuccin-mocha .button[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button{background-color:#6c7086;border-color:#585b70;box-shadow:none;opacity:.5}html.theme--catppuccin-mocha .button.is-fullwidth{display:flex;width:100%}html.theme--catppuccin-mocha .button.is-loading{color:transparent !important;pointer-events:none}html.theme--catppuccin-mocha .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--catppuccin-mocha .button.is-static{background-color:#181825;border-color:#585b70;color:#7f849c;box-shadow:none;pointer-events:none}html.theme--catppuccin-mocha .button.is-rounded,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--catppuccin-mocha .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--catppuccin-mocha .buttons .button{margin-bottom:0.5rem}html.theme--catppuccin-mocha .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--catppuccin-mocha .buttons:last-child{margin-bottom:-0.5rem}html.theme--catppuccin-mocha .buttons:not(:last-child){margin-bottom:1rem}html.theme--catppuccin-mocha .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--catppuccin-mocha .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--catppuccin-mocha .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--catppuccin-mocha .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--catppuccin-mocha .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-mocha .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--catppuccin-mocha .buttons.has-addons .button:last-child{margin-right:0}html.theme--catppuccin-mocha .buttons.has-addons .button:hover,html.theme--catppuccin-mocha .buttons.has-addons .button.is-hovered{z-index:2}html.theme--catppuccin-mocha .buttons.has-addons .button:focus,html.theme--catppuccin-mocha .buttons.has-addons .button.is-focused,html.theme--catppuccin-mocha .buttons.has-addons .button:active,html.theme--catppuccin-mocha .buttons.has-addons .button.is-active,html.theme--catppuccin-mocha .buttons.has-addons .button.is-selected{z-index:3}html.theme--catppuccin-mocha .buttons.has-addons .button:focus:hover,html.theme--catppuccin-mocha .buttons.has-addons .button.is-focused:hover,html.theme--catppuccin-mocha .buttons.has-addons .button:active:hover,html.theme--catppuccin-mocha .buttons.has-addons .button.is-active:hover,html.theme--catppuccin-mocha .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--catppuccin-mocha .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-mocha .buttons.is-centered{justify-content:center}html.theme--catppuccin-mocha .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--catppuccin-mocha .buttons.is-right{justify-content:flex-end}html.theme--catppuccin-mocha .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--catppuccin-mocha .button.is-responsive.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--catppuccin-mocha .button.is-responsive,html.theme--catppuccin-mocha .button.is-responsive.is-normal{font-size:.65625rem}html.theme--catppuccin-mocha .button.is-responsive.is-medium{font-size:.75rem}html.theme--catppuccin-mocha .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--catppuccin-mocha .button.is-responsive.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--catppuccin-mocha .button.is-responsive,html.theme--catppuccin-mocha .button.is-responsive.is-normal{font-size:.75rem}html.theme--catppuccin-mocha .button.is-responsive.is-medium{font-size:1rem}html.theme--catppuccin-mocha .button.is-responsive.is-large{font-size:1.25rem}}html.theme--catppuccin-mocha .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--catppuccin-mocha .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--catppuccin-mocha .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--catppuccin-mocha .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--catppuccin-mocha .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--catppuccin-mocha .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--catppuccin-mocha .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--catppuccin-mocha .content li+li{margin-top:0.25em}html.theme--catppuccin-mocha .content p:not(:last-child),html.theme--catppuccin-mocha .content dl:not(:last-child),html.theme--catppuccin-mocha .content ol:not(:last-child),html.theme--catppuccin-mocha .content ul:not(:last-child),html.theme--catppuccin-mocha .content blockquote:not(:last-child),html.theme--catppuccin-mocha .content pre:not(:last-child),html.theme--catppuccin-mocha .content table:not(:last-child){margin-bottom:1em}html.theme--catppuccin-mocha .content h1,html.theme--catppuccin-mocha .content h2,html.theme--catppuccin-mocha .content h3,html.theme--catppuccin-mocha .content h4,html.theme--catppuccin-mocha .content h5,html.theme--catppuccin-mocha .content h6{color:#cdd6f4;font-weight:600;line-height:1.125}html.theme--catppuccin-mocha .content h1{font-size:2em;margin-bottom:0.5em}html.theme--catppuccin-mocha .content h1:not(:first-child){margin-top:1em}html.theme--catppuccin-mocha .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--catppuccin-mocha .content h2:not(:first-child){margin-top:1.1428em}html.theme--catppuccin-mocha .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--catppuccin-mocha .content h3:not(:first-child){margin-top:1.3333em}html.theme--catppuccin-mocha .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--catppuccin-mocha .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--catppuccin-mocha .content h6{font-size:1em;margin-bottom:1em}html.theme--catppuccin-mocha .content blockquote{background-color:#181825;border-left:5px solid #585b70;padding:1.25em 1.5em}html.theme--catppuccin-mocha .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-mocha .content ol:not([type]){list-style-type:decimal}html.theme--catppuccin-mocha .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--catppuccin-mocha .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--catppuccin-mocha .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--catppuccin-mocha .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--catppuccin-mocha .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-mocha .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--catppuccin-mocha .content ul ul ul{list-style-type:square}html.theme--catppuccin-mocha .content dd{margin-left:2em}html.theme--catppuccin-mocha .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--catppuccin-mocha .content figure:not(:first-child){margin-top:2em}html.theme--catppuccin-mocha .content figure:not(:last-child){margin-bottom:2em}html.theme--catppuccin-mocha .content figure img{display:inline-block}html.theme--catppuccin-mocha .content figure figcaption{font-style:italic}html.theme--catppuccin-mocha .content pre{-webkit-overflow-scrolling:touch;overflow-x:auto;padding:0;white-space:pre;word-wrap:normal}html.theme--catppuccin-mocha .content sup,html.theme--catppuccin-mocha .content sub{font-size:75%}html.theme--catppuccin-mocha .content table{width:100%}html.theme--catppuccin-mocha .content table td,html.theme--catppuccin-mocha .content table th{border:1px solid #585b70;border-width:0 0 1px;padding:0.5em 0.75em;vertical-align:top}html.theme--catppuccin-mocha .content table th{color:#b8c5ef}html.theme--catppuccin-mocha .content table th:not([align]){text-align:inherit}html.theme--catppuccin-mocha .content table thead td,html.theme--catppuccin-mocha .content table thead th{border-width:0 0 2px;color:#b8c5ef}html.theme--catppuccin-mocha .content table tfoot td,html.theme--catppuccin-mocha .content table tfoot th{border-width:2px 0 0;color:#b8c5ef}html.theme--catppuccin-mocha .content table tbody tr:last-child td,html.theme--catppuccin-mocha .content table tbody tr:last-child th{border-bottom-width:0}html.theme--catppuccin-mocha .content .tabs li+li{margin-top:0}html.theme--catppuccin-mocha .content.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.content{font-size:.75rem}html.theme--catppuccin-mocha .content.is-normal{font-size:1rem}html.theme--catppuccin-mocha .content.is-medium{font-size:1.25rem}html.theme--catppuccin-mocha .content.is-large{font-size:1.5rem}html.theme--catppuccin-mocha .icon{align-items:center;display:inline-flex;justify-content:center;height:1.5rem;width:1.5rem}html.theme--catppuccin-mocha .icon.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.icon{height:1rem;width:1rem}html.theme--catppuccin-mocha .icon.is-medium{height:2rem;width:2rem}html.theme--catppuccin-mocha .icon.is-large{height:3rem;width:3rem}html.theme--catppuccin-mocha .icon-text{align-items:flex-start;color:inherit;display:inline-flex;flex-wrap:wrap;line-height:1.5rem;vertical-align:top}html.theme--catppuccin-mocha .icon-text .icon{flex-grow:0;flex-shrink:0}html.theme--catppuccin-mocha .icon-text .icon:not(:last-child){margin-right:.25em}html.theme--catppuccin-mocha .icon-text .icon:not(:first-child){margin-left:.25em}html.theme--catppuccin-mocha div.icon-text{display:flex}html.theme--catppuccin-mocha .image,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img{display:block;position:relative}html.theme--catppuccin-mocha .image img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img img{display:block;height:auto;width:100%}html.theme--catppuccin-mocha .image img.is-rounded,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img img.is-rounded{border-radius:9999px}html.theme--catppuccin-mocha .image.is-fullwidth,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-fullwidth{width:100%}html.theme--catppuccin-mocha .image.is-square img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-square img,html.theme--catppuccin-mocha .image.is-square .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-square .has-ratio,html.theme--catppuccin-mocha .image.is-1by1 img,html.theme--catppuccin-mocha #documenter .docs-sidebar 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.has-ratio,html.theme--catppuccin-mocha .image.is-5by3 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-5by3 img,html.theme--catppuccin-mocha .image.is-5by3 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-5by3 .has-ratio,html.theme--catppuccin-mocha .image.is-16by9 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-16by9 img,html.theme--catppuccin-mocha .image.is-16by9 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-16by9 .has-ratio,html.theme--catppuccin-mocha .image.is-2by1 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-2by1 img,html.theme--catppuccin-mocha .image.is-2by1 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-2by1 .has-ratio,html.theme--catppuccin-mocha .image.is-3by1 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by1 img,html.theme--catppuccin-mocha 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img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by5 img,html.theme--catppuccin-mocha .image.is-3by5 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by5 .has-ratio,html.theme--catppuccin-mocha .image.is-9by16 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-9by16 img,html.theme--catppuccin-mocha .image.is-9by16 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-9by16 .has-ratio,html.theme--catppuccin-mocha .image.is-1by2 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-1by2 img,html.theme--catppuccin-mocha .image.is-1by2 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-1by2 .has-ratio,html.theme--catppuccin-mocha .image.is-1by3 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-1by3 img,html.theme--catppuccin-mocha .image.is-1by3 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-1by3 .has-ratio{height:100%;width:100%}html.theme--catppuccin-mocha .image.is-square,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-square,html.theme--catppuccin-mocha .image.is-1by1,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-1by1{padding-top:100%}html.theme--catppuccin-mocha .image.is-5by4,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-5by4{padding-top:80%}html.theme--catppuccin-mocha .image.is-4by3,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-4by3{padding-top:75%}html.theme--catppuccin-mocha .image.is-3by2,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by2{padding-top:66.6666%}html.theme--catppuccin-mocha .image.is-5by3,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-5by3{padding-top:60%}html.theme--catppuccin-mocha .image.is-16by9,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-16by9{padding-top:56.25%}html.theme--catppuccin-mocha .image.is-2by1,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-2by1{padding-top:50%}html.theme--catppuccin-mocha .image.is-3by1,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by1{padding-top:33.3333%}html.theme--catppuccin-mocha .image.is-4by5,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-4by5{padding-top:125%}html.theme--catppuccin-mocha .image.is-3by4,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by4{padding-top:133.3333%}html.theme--catppuccin-mocha .image.is-2by3,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-2by3{padding-top:150%}html.theme--catppuccin-mocha .image.is-3by5,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by5{padding-top:166.6666%}html.theme--catppuccin-mocha .image.is-9by16,html.theme--catppuccin-mocha #documenter 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.button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-black.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-focused{background-color:#fff;color:#0a0a0a}html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--documenter-dark .button.is-black.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-light{background-color:#ecf0f1;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light:hover,html.theme--documenter-dark .button.is-light.is-hovered{background-color:#e5eaec;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light:focus,html.theme--documenter-dark .button.is-light.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light:focus:not(:active),html.theme--documenter-dark .button.is-light.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(236,240,241,0.25)}html.theme--documenter-dark .button.is-light:active,html.theme--documenter-dark .button.is-light.is-active{background-color:#dde4e6;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-light{background-color:#ecf0f1;border-color:#ecf0f1;box-shadow:none}html.theme--documenter-dark .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-inverted:hover,html.theme--documenter-dark .button.is-light.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--documenter-dark .button.is-light.is-outlined{background-color:transparent;border-color:#ecf0f1;color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-outlined:hover,html.theme--documenter-dark .button.is-light.is-outlined.is-hovered,html.theme--documenter-dark .button.is-light.is-outlined:focus,html.theme--documenter-dark .button.is-light.is-outlined.is-focused{background-color:#ecf0f1;border-color:#ecf0f1;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light.is-outlined.is-loading::after{border-color:transparent transparent #ecf0f1 #ecf0f1 !important}html.theme--documenter-dark .button.is-light.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-light.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-light.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-light.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--documenter-dark .button.is-light.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-light.is-outlined{background-color:transparent;border-color:#ecf0f1;box-shadow:none;color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #ecf0f1 #ecf0f1 !important}html.theme--documenter-dark .button.is-light.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-dark,html.theme--documenter-dark .content kbd.button{background-color:#282f2f;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-dark:hover,html.theme--documenter-dark .content kbd.button:hover,html.theme--documenter-dark .button.is-dark.is-hovered,html.theme--documenter-dark .content kbd.button.is-hovered{background-color:#232829;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-dark:focus,html.theme--documenter-dark .content kbd.button:focus,html.theme--documenter-dark .button.is-dark.is-focused,html.theme--documenter-dark .content kbd.button.is-focused{border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-dark:focus:not(:active),html.theme--documenter-dark .content kbd.button:focus:not(:active),html.theme--documenter-dark .button.is-dark.is-focused:not(:active),html.theme--documenter-dark .content kbd.button.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(40,47,47,0.25)}html.theme--documenter-dark .button.is-dark:active,html.theme--documenter-dark .content kbd.button:active,html.theme--documenter-dark .button.is-dark.is-active,html.theme--documenter-dark .content kbd.button.is-active{background-color:#1d2122;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-dark[disabled],html.theme--documenter-dark .content kbd.button[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark,fieldset[disabled] html.theme--documenter-dark .content kbd.button{background-color:#282f2f;border-color:#282f2f;box-shadow:none}html.theme--documenter-dark .button.is-dark.is-inverted,html.theme--documenter-dark .content kbd.button.is-inverted{background-color:#fff;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted:hover,html.theme--documenter-dark .content kbd.button.is-inverted:hover,html.theme--documenter-dark .button.is-dark.is-inverted.is-hovered,html.theme--documenter-dark .content kbd.button.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--documenter-dark .button.is-dark.is-inverted[disabled],html.theme--documenter-dark .content kbd.button.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark.is-inverted,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-loading::after,html.theme--documenter-dark .content kbd.button.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-dark.is-outlined,html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-outlined:hover,html.theme--documenter-dark .content kbd.button.is-outlined:hover,html.theme--documenter-dark .button.is-dark.is-outlined.is-hovered,html.theme--documenter-dark .content kbd.button.is-outlined.is-hovered,html.theme--documenter-dark .button.is-dark.is-outlined:focus,html.theme--documenter-dark .content kbd.button.is-outlined:focus,html.theme--documenter-dark .button.is-dark.is-outlined.is-focused,html.theme--documenter-dark .content kbd.button.is-outlined.is-focused{background-color:#282f2f;border-color:#282f2f;color:#fff}html.theme--documenter-dark .button.is-dark.is-outlined.is-loading::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading::after{border-color:transparent transparent #282f2f #282f2f !important}html.theme--documenter-dark .button.is-dark.is-outlined.is-loading:hover::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading:focus::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-dark.is-outlined[disabled],html.theme--documenter-dark .content kbd.button.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark.is-outlined,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;box-shadow:none;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:hover,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:focus,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-focused{background-color:#fff;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #282f2f #282f2f !important}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined[disabled],html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-primary,html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink{background-color:#375a7f;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-primary:hover,html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink:hover,html.theme--documenter-dark .button.is-primary.is-hovered,html.theme--documenter-dark .docstring>section>a.button.is-hovered.docs-sourcelink{background-color:#335476;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-primary:focus,html.theme--documenter-dark 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.docstring>section>a.button.is-outlined.is-hovered.docs-sourcelink,html.theme--documenter-dark .button.is-primary.is-outlined:focus,html.theme--documenter-dark .docstring>section>a.button.is-outlined.docs-sourcelink:focus,html.theme--documenter-dark .button.is-primary.is-outlined.is-focused,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-focused.docs-sourcelink{background-color:#375a7f;border-color:#375a7f;color:#fff}html.theme--documenter-dark .button.is-primary.is-outlined.is-loading::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.docs-sourcelink::after{border-color:transparent transparent #375a7f #375a7f !important}html.theme--documenter-dark .button.is-primary.is-outlined.is-loading:hover::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.docs-sourcelink:hover::after,html.theme--documenter-dark .button.is-primary.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.is-hovered.docs-sourcelink::after,html.theme--documenter-dark .button.is-primary.is-outlined.is-loading:focus::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.docs-sourcelink:focus::after,html.theme--documenter-dark .button.is-primary.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.is-focused.docs-sourcelink::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-primary.is-outlined[disabled],html.theme--documenter-dark .docstring>section>a.button.is-outlined.docs-sourcelink[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-primary.is-outlined,fieldset[disabled] html.theme--documenter-dark .docstring>section>a.button.is-outlined.docs-sourcelink{background-color:transparent;border-color:#375a7f;box-shadow:none;color:#375a7f}html.theme--documenter-dark 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.button.is-link.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-link.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-link.is-outlined{background-color:transparent;border-color:#1abc9c;box-shadow:none;color:#1abc9c}html.theme--documenter-dark .button.is-link.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-link.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-focused{background-color:#fff;color:#1abc9c}html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #1abc9c #1abc9c !important}html.theme--documenter-dark .button.is-link.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-link.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-link.is-light{background-color:#edfdf9;color:#15987e}html.theme--documenter-dark .button.is-link.is-light:hover,html.theme--documenter-dark .button.is-link.is-light.is-hovered{background-color:#e2fbf6;border-color:transparent;color:#15987e}html.theme--documenter-dark .button.is-link.is-light:active,html.theme--documenter-dark 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.button.is-info.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-info.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-info.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-info.is-inverted.is-outlined.is-focused{background-color:#fff;color:#3c5dcd}html.theme--documenter-dark .button.is-info.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-info.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-info.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-info.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #3c5dcd #3c5dcd !important}html.theme--documenter-dark .button.is-info.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark 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.button.is-success.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#259a12}html.theme--documenter-dark .button.is-success.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-success.is-outlined{background-color:transparent;border-color:#259a12;color:#259a12}html.theme--documenter-dark .button.is-success.is-outlined:hover,html.theme--documenter-dark .button.is-success.is-outlined.is-hovered,html.theme--documenter-dark .button.is-success.is-outlined:focus,html.theme--documenter-dark .button.is-success.is-outlined.is-focused{background-color:#259a12;border-color:#259a12;color:#fff}html.theme--documenter-dark .button.is-success.is-outlined.is-loading::after{border-color:transparent transparent #259a12 #259a12 !important}html.theme--documenter-dark .button.is-success.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-success.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-success.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-success.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-success.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-success.is-outlined{background-color:transparent;border-color:#259a12;box-shadow:none;color:#259a12}html.theme--documenter-dark .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-success.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-success.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-success.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-success.is-inverted.is-outlined.is-focused{background-color:#fff;color:#259a12}html.theme--documenter-dark .button.is-success.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-success.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-success.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #259a12 #259a12 !important}html.theme--documenter-dark .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-success.is-light{background-color:#effded;color:#2ec016}html.theme--documenter-dark .button.is-success.is-light:hover,html.theme--documenter-dark 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rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--documenter-dark .button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-warning.is-outlined{background-color:transparent;border-color:#f4c72f;box-shadow:none;color:#f4c72f}html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#f4c72f}html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #f4c72f #f4c72f !important}html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-warning.is-light{background-color:#fefaec;color:#8c6e07}html.theme--documenter-dark .button.is-warning.is-light:hover,html.theme--documenter-dark .button.is-warning.is-light.is-hovered{background-color:#fdf7e0;border-color:transparent;color:#8c6e07}html.theme--documenter-dark .button.is-warning.is-light:active,html.theme--documenter-dark .button.is-warning.is-light.is-active{background-color:#fdf3d3;border-color:transparent;color:#8c6e07}html.theme--documenter-dark .button.is-danger{background-color:#cb3c33;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-danger:hover,html.theme--documenter-dark .button.is-danger.is-hovered{background-color:#c13930;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-danger:focus,html.theme--documenter-dark .button.is-danger.is-focused{border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-danger:focus:not(:active),html.theme--documenter-dark .button.is-danger.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(203,60,51,0.25)}html.theme--documenter-dark .button.is-danger:active,html.theme--documenter-dark .button.is-danger.is-active{background-color:#b7362e;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-danger[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-danger{background-color:#cb3c33;border-color:#cb3c33;box-shadow:none}html.theme--documenter-dark .button.is-danger.is-inverted{background-color:#fff;color:#cb3c33}html.theme--documenter-dark .button.is-danger.is-inverted:hover,html.theme--documenter-dark .button.is-danger.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--documenter-dark .button.is-danger.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-danger.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#cb3c33}html.theme--documenter-dark .button.is-danger.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-danger.is-outlined{background-color:transparent;border-color:#cb3c33;color:#cb3c33}html.theme--documenter-dark .button.is-danger.is-outlined:hover,html.theme--documenter-dark .button.is-danger.is-outlined.is-hovered,html.theme--documenter-dark 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html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-danger.is-light{background-color:#fbefef;color:#c03930}html.theme--documenter-dark .button.is-danger.is-light:hover,html.theme--documenter-dark .button.is-danger.is-light.is-hovered{background-color:#f8e6e5;border-color:transparent;color:#c03930}html.theme--documenter-dark .button.is-danger.is-light:active,html.theme--documenter-dark .button.is-danger.is-light.is-active{background-color:#f6dcda;border-color:transparent;color:#c03930}html.theme--documenter-dark .button.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--documenter-dark .button.is-small:not(.is-rounded),html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--documenter-dark .button.is-normal{font-size:1rem}html.theme--documenter-dark .button.is-medium{font-size:1.25rem}html.theme--documenter-dark .button.is-large{font-size:1.5rem}html.theme--documenter-dark .button[disabled],fieldset[disabled] html.theme--documenter-dark .button{background-color:#8c9b9d;border-color:#5e6d6f;box-shadow:none;opacity:.5}html.theme--documenter-dark .button.is-fullwidth{display:flex;width:100%}html.theme--documenter-dark .button.is-loading{color:transparent !important;pointer-events:none}html.theme--documenter-dark .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--documenter-dark .button.is-static{background-color:#282f2f;border-color:#5e6d6f;color:#dbdee0;box-shadow:none;pointer-events:none}html.theme--documenter-dark .button.is-rounded,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 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.buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--documenter-dark .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--documenter-dark .buttons.has-addons .button:last-child{margin-right:0}html.theme--documenter-dark .buttons.has-addons .button:hover,html.theme--documenter-dark .buttons.has-addons .button.is-hovered{z-index:2}html.theme--documenter-dark .buttons.has-addons .button:focus,html.theme--documenter-dark .buttons.has-addons .button.is-focused,html.theme--documenter-dark .buttons.has-addons .button:active,html.theme--documenter-dark .buttons.has-addons .button.is-active,html.theme--documenter-dark .buttons.has-addons .button.is-selected{z-index:3}html.theme--documenter-dark .buttons.has-addons .button:focus:hover,html.theme--documenter-dark .buttons.has-addons .button.is-focused:hover,html.theme--documenter-dark .buttons.has-addons .button:active:hover,html.theme--documenter-dark .buttons.has-addons .button.is-active:hover,html.theme--documenter-dark .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--documenter-dark .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--documenter-dark .buttons.is-centered{justify-content:center}html.theme--documenter-dark .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--documenter-dark .buttons.is-right{justify-content:flex-end}html.theme--documenter-dark .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--documenter-dark .button.is-responsive.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--documenter-dark .button.is-responsive,html.theme--documenter-dark .button.is-responsive.is-normal{font-size:.65625rem}html.theme--documenter-dark .button.is-responsive.is-medium{font-size:.75rem}html.theme--documenter-dark .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--documenter-dark .button.is-responsive.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--documenter-dark .button.is-responsive,html.theme--documenter-dark .button.is-responsive.is-normal{font-size:.75rem}html.theme--documenter-dark .button.is-responsive.is-medium{font-size:1rem}html.theme--documenter-dark .button.is-responsive.is-large{font-size:1.25rem}}html.theme--documenter-dark .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--documenter-dark .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--documenter-dark .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--documenter-dark .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--documenter-dark .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--documenter-dark .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--documenter-dark .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--documenter-dark .content li+li{margin-top:0.25em}html.theme--documenter-dark .content p:not(:last-child),html.theme--documenter-dark .content dl:not(:last-child),html.theme--documenter-dark .content ol:not(:last-child),html.theme--documenter-dark .content ul:not(:last-child),html.theme--documenter-dark .content blockquote:not(:last-child),html.theme--documenter-dark .content pre:not(:last-child),html.theme--documenter-dark .content table:not(:last-child){margin-bottom:1em}html.theme--documenter-dark .content h1,html.theme--documenter-dark .content h2,html.theme--documenter-dark .content h3,html.theme--documenter-dark .content h4,html.theme--documenter-dark .content h5,html.theme--documenter-dark .content h6{color:#f2f2f2;font-weight:600;line-height:1.125}html.theme--documenter-dark .content h1{font-size:2em;margin-bottom:0.5em}html.theme--documenter-dark .content h1:not(:first-child){margin-top:1em}html.theme--documenter-dark .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--documenter-dark .content h2:not(:first-child){margin-top:1.1428em}html.theme--documenter-dark .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--documenter-dark .content h3:not(:first-child){margin-top:1.3333em}html.theme--documenter-dark .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--documenter-dark .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--documenter-dark .content h6{font-size:1em;margin-bottom:1em}html.theme--documenter-dark .content blockquote{background-color:#282f2f;border-left:5px solid #5e6d6f;padding:1.25em 1.5em}html.theme--documenter-dark .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--documenter-dark .content ol:not([type]){list-style-type:decimal}html.theme--documenter-dark .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--documenter-dark .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--documenter-dark .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--documenter-dark .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--documenter-dark .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--documenter-dark .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--documenter-dark .content ul ul ul{list-style-type:square}html.theme--documenter-dark .content dd{margin-left:2em}html.theme--documenter-dark .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--documenter-dark .content figure:not(:first-child){margin-top:2em}html.theme--documenter-dark .content figure:not(:last-child){margin-bottom:2em}html.theme--documenter-dark .content figure img{display:inline-block}html.theme--documenter-dark .content figure figcaption{font-style:italic}html.theme--documenter-dark .content pre{-webkit-overflow-scrolling:touch;overflow-x:auto;padding:0;white-space:pre;word-wrap:normal}html.theme--documenter-dark .content sup,html.theme--documenter-dark .content sub{font-size:75%}html.theme--documenter-dark .content table{width:100%}html.theme--documenter-dark .content table td,html.theme--documenter-dark .content table th{border:1px solid #5e6d6f;border-width:0 0 1px;padding:0.5em 0.75em;vertical-align:top}html.theme--documenter-dark .content table th{color:#f2f2f2}html.theme--documenter-dark .content table th:not([align]){text-align:inherit}html.theme--documenter-dark .content table thead td,html.theme--documenter-dark .content table thead th{border-width:0 0 2px;color:#f2f2f2}html.theme--documenter-dark .content table tfoot td,html.theme--documenter-dark .content table tfoot th{border-width:2px 0 0;color:#f2f2f2}html.theme--documenter-dark .content table tbody tr:last-child td,html.theme--documenter-dark .content table tbody tr:last-child th{border-bottom-width:0}html.theme--documenter-dark .content .tabs li+li{margin-top:0}html.theme--documenter-dark .content.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.content{font-size:.75rem}html.theme--documenter-dark .content.is-normal{font-size:1rem}html.theme--documenter-dark .content.is-medium{font-size:1.25rem}html.theme--documenter-dark .content.is-large{font-size:1.5rem}html.theme--documenter-dark 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img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img img{display:block;height:auto;width:100%}html.theme--documenter-dark .image img.is-rounded,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img img.is-rounded{border-radius:9999px}html.theme--documenter-dark .image.is-fullwidth,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-fullwidth{width:100%}html.theme--documenter-dark .image.is-square img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-square img,html.theme--documenter-dark .image.is-square .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-square .has-ratio,html.theme--documenter-dark .image.is-1by1 img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-1by1 img,html.theme--documenter-dark .image.is-1by1 .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-1by1 .has-ratio,html.theme--documenter-dark .image.is-5by4 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.docs-logo>img.is-3by1{padding-top:33.3333%}html.theme--documenter-dark .image.is-4by5,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-4by5{padding-top:125%}html.theme--documenter-dark .image.is-3by4,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-3by4{padding-top:133.3333%}html.theme--documenter-dark .image.is-2by3,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-2by3{padding-top:150%}html.theme--documenter-dark .image.is-3by5,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-3by5{padding-top:166.6666%}html.theme--documenter-dark .image.is-9by16,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-9by16{padding-top:177.7777%}html.theme--documenter-dark .image.is-1by2,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-1by2{padding-top:200%}html.theme--documenter-dark .image.is-1by3,html.theme--documenter-dark #documenter .docs-sidebar 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Gets put into the tag.. +function set_theme_from_local_storage() { + // Initialize the theme to null, which means default + var theme = null; + // If the browser supports the localstorage and is not disabled then try to get the + // documenter theme + if (window.localStorage != null) { + // Get the user-picked theme from localStorage. May be `null`, which means the default + // theme. + theme = window.localStorage.getItem("documenter-theme"); + } + // Check if the users preference is for dark color scheme + var darkPreference = + window.matchMedia("(prefers-color-scheme: dark)").matches === true; + // Initialize a few variables for the loop: + // + // - active: will contain the index of the theme that should be active. Note that there + // is no guarantee that localStorage contains sane values. If `active` stays `null` + // we either could not find the theme or it is the default (primary) theme anyway. + // Either way, we then need to stick to the primary theme. + // + // - disabled: style sheets that should be disabled (i.e. all the theme style sheets + // that are not the currently active theme) + var active = null; + var disabled = []; + var primaryLightTheme = null; + var primaryDarkTheme = null; + for (var i = 0; i < document.styleSheets.length; i++) { + var ss = document.styleSheets[i]; + // The tag of each style sheet is expected to have a data-theme-name attribute + // which must contain the name of the theme. 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Abort. + if (!/v(\d+\.)*\d+/.test(window.DOCUMENTER_CURRENT_VERSION)) { + return; + } + + // Current version is newest version, so no need to add a warning. + if (window.DOCUMENTER_NEWEST === window.DOCUMENTER_CURRENT_VERSION) { + return; + } + + // Add a noindex meta tag (unless one exists) so that search engines don't index this version of the docs. + if (document.body.querySelector('meta[name="robots"]') === null) { + const meta = document.createElement("meta"); + meta.name = "robots"; + meta.content = "noindex"; + + document.getElementsByTagName("head")[0].appendChild(meta); + } + + const div = document.createElement("div"); + div.classList.add("outdated-warning-overlay"); + const closer = document.createElement("button"); + closer.classList.add("outdated-warning-closer", "delete"); + closer.addEventListener("click", function () { + document.body.removeChild(div); + }); + const href = window.documenterBaseURL + "/../" + window.DOCUMENTER_STABLE; + div.innerHTML = + 'This documentation is not for the latest stable release, but for either the development version or an older release.
Click here to go to the documentation for the latest stable release.'; + div.appendChild(closer); + document.body.appendChild(div); +} + +if (document.readyState === "loading") { + document.addEventListener("DOMContentLoaded", maybeAddWarning); +} else { + maybeAddWarning(); +} diff --git a/dev/concepts/architectures/index.html b/dev/concepts/architectures/index.html new file mode 100644 index 00000000..a054e7c0 --- /dev/null +++ b/dev/concepts/architectures/index.html @@ -0,0 +1,9 @@ + +Architectures · Chmy.jl
GitHub

Architectures

Backend Selection & Architecture Initialization

Chmy.jl supports CPUs, as well as CUDA, ROC and Metal backends for Nvidia, AMD and Apple M-series GPUs through a thin wrapper around the KernelAbstractions.jl for users to select desirable backends. For distributed usage of Chmy.jl see the concept documentation on Distributed.

# Default with CPU
+arch = Arch(CPU())
using CUDA
+
+arch = Arch(CUDABackend())
using AMDGPU
+
+arch = Arch(ROCBackend())
using Metal
+
+arch = Arch(MetalBackend())

At the beginning of program, one may specify the backend and initialise the architecture they desire to use. The initialised arch variable will be required explicitly at creation of some objects such as grids and kernel launchers.

Specifying the device ID and stream priority

On systems with multiple GPUs, passing the keyword argument device_id to the Arch constructor will select and set the selected device as a current device.

For advanced users, we provide a function activate!(arch; priority) for specifying the stream priority owned by the task one is executing. The stream priority will be set to :normal by default, where :low and :high are also possible options given that the target backend has priority control over streams implemented.

diff --git a/dev/concepts/bc/index.html b/dev/concepts/bc/index.html new file mode 100644 index 00000000..d5ef0435 --- /dev/null +++ b/dev/concepts/bc/index.html @@ -0,0 +1,4 @@ + +Boundary Conditions · Chmy.jl
GitHub

Boundary Conditions

Using Chmy.jl, we aim to study partial differential equations (PDEs) arising from physical or engineering problems. Additional initial and/or boundary conditions are necessary for the model problem to be well-posed, ensuring the existence and uniqueness of a stable solution.

We provide a small overview for boundary conditions that one often encounters. In the following, we consider the unknown function $u : \Omega \mapsto \mathbb{R}$ defined on some bounded computational domain $\Omega \subset \mathbb{R}^d$ in a $d$-dimensional space. With the domain boundary denoted by $\partial \Omega$, we have some function $g : \partial \Omega \mapsto \mathbb{R}$ prescribed on the boundary.

TypeFormExample
Dirichlet$u = g$ on $\partial \Omega$In fluid dynamics, the no-slip condition for viscous fluids states that at a solid boundary the fluid has zero velocity relative to the boundary.
Neumann$\partial_{\boldsymbol{n}} u = g$ on $\partial \Omega$, where $\boldsymbol{n}$ is the outer normal vector to $\Omega$It specifies the values in which the derivative of a solution is applied within the boundary of the domain. An application in thermodynamics is a prescribed heat flux through the boundary
Robin$u + \alpha \partial_\nu u = g$ on $\partial \Omega$, where $\alpha \in \mathbb{R}$.Also called impedance boundary conditions from their application in electromagnetic problems

Applying Boundary Conditions with bc!()

In the following, we describe the syntax in Chmy.jl for launching kernels that impose boundary conditions on some field that is well-defined on a grid with backend specified through arch.

For Dirichlet and Neumann boundary conditions, they are referred to as homogeneous if $g = 0$, otherwise they are non-homogeneous if $g = v$ holds, for some $v\in \mathbb{R}$.

HomogeneousNon-homogeneous
Dirichlet on $\partial \Omega$bc!(arch, grid, field => Dirichlet())bc!(arch, grid, field => Dirichlet(v))
Neumann on $\partial \Omega$bc!(arch, grid, field => Neumann())bc!(arch, grid, field => Neumann(v))

Note that the syntax shown in the table above is a fused expression of both specifying and applying the boundary conditions.

$\partial \Omega$ Refers to the Entire Domain Boundary!

By specifying field to a single boundary condition, we impose the boundary condition on the entire domain boundary by default. See the section for "Mixed Boundary Conditions" below for specifying different BC on different parts of the domain boundary.

Alternatively, one could also define the boundary conditions beforehand using batch() provided the grid information as well as the field variable. This way the boundary condition to be prescibed is precomputed.

# pre-compute batch
+bt = batch(grid, field => Neumann()) # specify Neumann BC for the variable `field`
+bc!(arch, grid, bt)                  # apply the boundary condition

In the script batcher.jl, we provide a MWE using both fused and precomputed expressions for BC update.

Specifying BC within a launch

When using launch to specify the execution of a kernel (more see section Kernels), one can pass the specified boundary condition(s) as an optional parameter using batch, provided the grid information of the discretized space. This way we can gain efficiency from making good use of already cached values.

In the 2D diffusion example as introduced in the tutorial "Getting Started with Chmy.jl", we need to update the temperature field C at k-th iteration using the values of heat flux q and physical time step size Δt from (k-1)-th iteration. When launching the kernel update_C! with launch, we simultaneously launch the kernel for the BC update using:

launch(arch, grid, update_C! => (C, q, Δt, grid); bc=batch(grid, C => Neumann(); exchange=C))

Mixed Boundary Conditions

In the code example above, by specifying boundary conditions using syntax such as field => Neumann(), we essentially launch a kernel that impose the Neumann boundary condition on the entire domain boundary $\partial \Omega$. More often, one may be interested in prescribing different boundary conditions on different parts of $\partial \Omega$.

The following figure showcases a 2D square domain $\Omega$ with different boundary conditions applied on each side:

  • The top boundary (red) is a Dirichlet boundary condition where $u = a$.
  • The bottom boundary (blue) is also a Dirichlet boundary condition where $u = b$.
  • The left and right boundaries (green) are Neumann boundary conditions where $\frac{\partial u}{\partial y} = 0$.

To launch a kernel that satisfies these boundary conditions in Chmy.jl, you can use the following code:

bc!(arch, grid, field => (x = Neumann(), y = (Dirichlet(b), Dirichlet(a))))
diff --git a/dev/concepts/distributed/index.html b/dev/concepts/distributed/index.html new file mode 100644 index 00000000..9f6938bc --- /dev/null +++ b/dev/concepts/distributed/index.html @@ -0,0 +1,4 @@ + +Distributed · Chmy.jl
GitHub

Distributed

Task-based parallelism in Chmy.jl is featured by the usage of Threads.@spawn, with an additional layer of a Worker construct for efficiently managing the lifespan of tasks. Note that the task-based parallelism provides a high-level abstraction of program execution not only for shared-memory architecture on a single device, but it can be also extended to hybrid parallelism, consisting of both shared and distributed-memory parallelism. The Distributed module in Chmy.jl allows users to leverage the hybrid parallelism through the power of abstraction.

We will start with some basic background knowledge for understanding the architecture of modern HPC clusters, the underlying memory model and the programming paradigm complied with it.

HPC Cluster & Distributed Memory

An high-performance computing (HPC) cluster is a collection of many separate servers (computers), called nodes, which are connected via a fast interconnect. Each node manages its own private memory. Such system with interconnected nodes, without having access to memory of any other node, features the distributed memory model. The underlying fast interconnect (e.g. InfiniBand), that physically connects the nodes in the network via specialised hardware, can transfer the data from one node to another in an extremely efficient manner.

+ +

By using the fast interconnect, processes across different nodes can communicate with each other through the exchange of messages in a high-throughput, low-latency fashion. The syntax and semantics of how message passing should proceed through such network is defined by a standard called the Message-Passing Interface (MPI), and there are different libraries that implement the standard, resulting in a wide range of choice (MPICH, Open MPI, MVAPICH etc.) for users. MPI.jl package provides a high-level API for Julia users to call library routines of an implementation of user's choice.

Message-Passing Interface (MPI) is a General Specification

In general, implementations based on MPI standard can be used for a great variety of computers, not just on HPC clusters, as long as these computers are connected by a communication network.

Distributed Architecture

Expanding upon our understanding of message passing in HPC clusters, we now turn our focus to its application within GPU-enhanced environments in Chmy.jl. Our distributed architecture builds upon the abstraction of having GPU clusters that build on the same GPU architecture. Note that in general, GPU clusters may be equipped with hardware from different vendors, incorporating different types of GPUs to exploit their unique capabilities for specific tasks.

GPU-Aware MPI Required for Distributed Module on GPU backend

The Distributed module currently only supports GPU-aware MPI when a GPU backend is selected for multi-GPU computations. For the Distributed module to function properly, any GPU-aware MPI library installation shall be used. Otherwise, a segmentation fault will occur.

diff --git a/dev/concepts/fields/index.html b/dev/concepts/fields/index.html new file mode 100644 index 00000000..f26d37ea --- /dev/null +++ b/dev/concepts/fields/index.html @@ -0,0 +1,31 @@ + +Fields · Chmy.jl
GitHub

Fields

With a given grid that allows us to define each point uniquely in a high-dimensional space, we abstract the data values to be defined on the grid under the concept AbstractField. Following is the type tree of the abstract field and its derived data types.

Defining a multi-dimensional Field

Consider the following example, where we defined a variable grid of type Chmy.UniformGrid, similar as in the previous section Grids. We can now define physical properties on the grid.

When defining a scalar field Field on the grid, we need to specify the arrangement of the field values. These values can either be stored at the cell centers of each control volume Center() or on the cell vertices/faces Vertex().

# Define geometry, architecture..., a 2D grid
+grid = UniformGrid(arch; origin=(-lx/2, -ly/2), extent=(lx, ly), dims=(nx, ny))
+
+# Define pressure as a scalar field
+Pr = Field(backend, grid, Center())

With the methods VectorField and TensorField, we can construct 2-dimensional and 3-dimensional fields, with predefined locations for each field dimension on a staggered grid.

# Define velocity as a vector field on the 2D grid
+V = VectorField(backend, grid)
+
+# Define stress as a tensor field on the 2D grid
+τ = TensorField(backend, grid)

Use the function location to get the location of the field as a tuple. Vector and tensor fields are currently defined as NamedTuple's (likely to change in the future), so one could query the locations of individual components, e.g. location(V.x) or location(τ.xy)

Acquiring Locations on the Grid Cell

One could use a convenient getter for obtaining locations of variable on the staggered-grid. Such as Chmy.location(Pr) for scalar-valued pressure field and Chmy.location(τ.xx) for a tensor field.

Initialising Field

Chmy.jl provides functionality to set the values of the fields as a function of spatial coordinates:

C = Field(backend, grid, Center())
+
+# Set initial values of the field randomly
+set!(C, grid, (_, _) -> rand())
+
+# Set initial values to 2D Gaussian
+set!(C, grid, (x, y) -> exp(-x^2 - y^2))

A slightly more complex usage involves passing extra parameters to be used for initial conditions setup.

# Define a temperature field with values on cell centers
+T = Field(backend, grid, Center())
+
+# Function for setting up the initial conditions on T
+init_incl(x, y, x0, y0, r, in, out) = ifelse((x - x0)^2 + (y - y0)^2 < r^2, in, out)
+
+# Set up the initial conditions with parameters specified
+set!(T, grid, init_incl; parameters=(x0=0.0, y0=0.0, r=0.1lx, in=T0, out=Ta))

Defining a parameterized FunctionField

A field could also be represented in a parameterized way, having a function that associates a single number to every point in the space.

An object of the concrete type FunctionField can be initialized with its constructor. The constructor takes in

  1. A function func
  2. A grid
  3. A location tuple loc for specifying the distribution of variables

Optionally, one can also use the boolean variable discrete to indicate if the function field is typed Discrete or Continuous. Any additional parameters to be used in the function func can be passed to the optional parameter parameters.

Example: Creation of a parameterized function field

Followingly, we create a gravity variable that is two-dimensional and comprises of two parameterized FunctionField objects on a predefined uniform grid grid.

1. Define Functions that Parameterize the Field

In this step, we specify how the gravity field should be parameterized in x-direction and y-direction, with η as the additional parameter used in the parameterization.

# forcing terms
+ρgx(x, y, η) = -0.5 * η * π^2 * sin(0.5π * x) * cos(0.5π * y)
+ρgy(x, y, η) = 0.5 * η * π^2 * cos(0.5π * x) * sin(0.5π * y)

2. Define Locations for Variable Positioning

We specify the location on the fully-staggered grid as introduced in the Location on a Grid Cell section of the concept Grids.

vx_node = (Vertex(), Center())
+vy_node = (Center(), Vertex())

3. Define the 2D Gravity Field

By specifying the locations on which the parameterized field should be calculated, as well as concretizing the value η = η0 by passing it as the optional parameter parameters to the constructor, we can define the 2D gravity field:

η0 = 1.0
+gravity = (x=FunctionField(ρgx, grid, vx_node; parameters=η0),
+           y=FunctionField(ρgy, grid, vy_node; parameters=η0))

Defining Constant Fields

For completeness, we also provide an abstract type ConstantField, which comprises of a generic ValueField type, and two special types ZeroField, OneField allowing dispatch for special casess. With such a construct, we can easily define value fields properties and other parameters using constant values in a straightforward and readable manner. Moreover, explicit information about the grid on which the field should be defined can be abbreviated. For example:

# Defines a field with constant values 1.0
+field = Chmy.ValueField(1.0)

Alternatively, we could also use the OneField type, providing type information about the contents of the field.

# Defines a field with constant value 1.0
+onefield = Chmy.OneField{Float64}()

Notably, these two fields shall equal to each other as expected.

julia> field == onefield
+true
diff --git a/dev/concepts/grid_operators/index.html b/dev/concepts/grid_operators/index.html new file mode 100644 index 00000000..165f3124 --- /dev/null +++ b/dev/concepts/grid_operators/index.html @@ -0,0 +1,42 @@ + +Grid Operators · Chmy.jl
GitHub

Grid Operators

Chmy.jl currently supports various finite difference operators for fields defined in Cartesian coordinates. The table below summarizes the most common usage of grid operators, with the grid g::StructuredGrid and index I = @index(Global, Cartesian) defined and P = Field(backend, grid, location) is some field defined on the grid g.

Mathematical FormulationCode
$\frac{\partial}{\partial x} P$∂x(P, g, I)
$\frac{\partial}{\partial y} P$∂y(P, g, I)
$\frac{\partial}{\partial z} P$∂z(P, g, I)
$\nabla P$divg(P, g, I)

Computing the Divergence of a Vector Field

To illustrate the usage of grid operators, we compute the divergence of an vector field $V$ using the divg function. We first allocate memory for required fields.

V  = VectorField(backend, grid)
+∇V = Field(backend, grid, Center())
+# use set! to set up the initial vector field...

The kernel that computes the divergence needs to have the grid information passed as for other finite difference operators.

@kernel inbounds = true function update_∇!(V, ∇V, g::StructuredGrid, O)
+    I = @index(Global, Cartesian)
+    I = I + O
+    ∇V[I] = divg(V, g, I)
+end

The kernel can then be launched when required as we detailed in section Kernels.

launch(arch, grid, update_∇! => (V, ∇V, grid))

Masking

Masking allows selectively applying operations only where needed, allowing more flexible control over the grid operators and improving performance. Thus, by providing masked grid operators, we enable more flexible control over the domain on which the grid operators should be applied.

In the following example, we first define a mask ω on the 2D StructuredGrid. Then we specify to not mask the center area of all Vx, Vy nodes (accessible through ω.vc, ω.cv) on the staggered grid.

# define the mask
+ω = FieldMask2D(arch, grid) # with backend and grid geometry defined
+
+# define the initial inclusion
+r = 2.0
+init_inclusion = (x,y) -> ifelse(x^2 + y^2 < r^2, 1.0, 0.0)
+
+# mask all other entries other than the initial inclusion
+set!(ω.vc, grid, init_inclusion)
+set!(ω.cv, grid, init_inclusion)

We can then pass the mask to other grid operators when applying them within the kernel. When computing masked derivatives, a mask being the subtype of AbstractMask is premultiplied at the corresponding grid location for each operand:

@kernel function update_strain_rate!(ε̇, V, ω::AbstractMask, g::StructuredGrid, O)
+    I = @index(Global, Cartesian)
+    I = I + O
+    # with masks ω
+    ε̇.xx[I] = ∂x(V.x, ω, g, I)
+    ε̇.yy[I] = ∂y(V.y, ω, g, I)
+    ε̇.xy[I] = 0.5 * (∂y(V.x, ω, g, I) + ∂x(V.y, ω, g, I))
+end

The kernel can be launched as follows, with some launcher defined using launch = Launcher(arch, grid):

# define fields
+ε̇ = TensorField(backend, grid)
+V = VectorField(backend, grid)
+
+# launch kernel
+launch(arch, grid, update_strain_rate! => (ε̇, V, ω, grid))

Interpolation

Chmy.jl provides an interface itp which interpolates the field f from its location to the specified location to using the given interpolation rule r. The indices specify the position within the grid at location to:

itp(f, to, r, grid, I...)

Currently implemented interpolation rules are:

  • Linear() which implements rule(t, v0, v1) = v0 + t * (v1 - v0);
  • HarmonicLinear() which implements rule(t, v0, v1) = 1/(1/v0 + t * (1/v1 - 1/v0)).

Both rules are exposed as convenience wrapper functions lerp and hlerp, using Linear() and HarmonicLinear() rules, respectively:

lerp(f, to, grid, I...)  # implements itp(f, to, Linear(), grid, I...)
+hlerp(f, to, grid, I...) # implements itp(f, to, HarmonicLinear(), grid, I...)

In the following example, we use the linear interpolation wrapper lerp when interpolating nodal values of the density field ρ, defined on cell centres, i.e. having the location (Center(), Center()) to ρx and ρy, defined on cell interfaces in the x- and y- direction, respectively.

# define density ρ on cell centres
+ρ   = Field(backend, grid, Center())
+ρ0  = 3.0; set!(ρ, ρ0)
+
+# allocate memory for density on cell interfaces
+ρx = Field(backend, grid, (Vertex(), Center()))
+ρy = Field(backend, grid, (Center(), Vertex()))

The kernel interpolate_ρ! performs the actual interpolation and requires the grid information passed by g.

@kernel function interpolate_ρ!(ρ, ρx, ρy, g::StructuredGrid, O)
+    I = @index(Global, Cartesian)
+    I = I + O
+    # interpolate from cell centres to cell interfaces
+    ρx = lerp(ρ, location(ρx), g, I)
+    ρy = lerp(ρ, location(ρy), g, I)
+end
diff --git a/dev/concepts/grids/index.html b/dev/concepts/grids/index.html new file mode 100644 index 00000000..7f10ebbc --- /dev/null +++ b/dev/concepts/grids/index.html @@ -0,0 +1,14 @@ + +Grids · Chmy.jl
GitHub

Grids

The choice of numerical grid used depends on the type of equations to be resolved and affects the discretization schemes used. The design of the Chmy.Grids module aims to provide a robust yet flexible user API in customizing the numerical grids used for spatial discretization.

We currently support grids with quadrilateral cells. An N-dimensional numerical grid contains N spatial dimensions, each represented by an axis.

Grid PropertiesDescriptionTunable Parameters
DimensionsThe grid can be N-dimensional by having N axes.AbstractAxis
Distribution of Nodal PointsThe grid can be regular (uniform distribution) or non-regular (irregular distribution).UniformAxis, FunctionAxis
Distribution of VariablesThe grid can be non-staggered (collocated) or staggered, affecting how variables are positioned within the grid.Center, Vertex

Axis

Objects of type AbstractAxis are building blocks of numerical grids. We can either define equidistant axes with UniformAxis, or parameterized axes with FunctionAxis.

Uniform Axis

To define a uniform axis, we need to provide:

  • Origin: The starting point of the axis.
  • Extent: The length of the section of the axis considered.
  • Cell Length: The length of each cell along the axis.

With the information above, an axis can be defined and incorporated into a spatial dimension. The spacing (with alias Δ) and inv_spacing (with alias iΔ) functions allow convenient access to the grid spacing (Δx/Δy/Δz) and its reciprocal, respectively.

Function Axis

As an alternative, one could also define a FunctionAxis object using a function that parameterizes the spacing of the axis, together with the length of the axis.

f = i -> ((i - 1) / 4)^1.5
+length = 4
+parameterized_axis = FunctionAxis(f, length)

Structured Grids

A common mesh structure that is used for the spatial discretization in the finite difference approach is a structured grid (concrete type StructuredGrid or its alias SG).

We provide a function UniformGrid for creating an equidistant StructuredGrid, that essentially boils down to having axes of type UniformAxis in each spatial dimension.

# with architecture as well as numerics lx/y/z and nx/y/z defined
+grid   = UniformGrid(arch;
+                    origin=(-lx/2, -ly/2, -lz/2),
+                    extent=(lx, ly, lz),
+                    dims=(nx, ny, nz))
Metal backend

If using the Metal backend, ensure to use Float32 (f0) element types in the origin and extent tuples when initialising the grid.

Interactive Grid Visualization

Location on a Grid Cell

In order to allow full control over the distribution of different variables on the grid, we provide a high-level abstraction of the property location on a grid cell with the abstract type Location. More concretely, a property location along a spatial dimension can be either of concrete type Center or Vertex on a structured grid.

We illustrate how to specify the location within a grid cell on a fully staggered uniform grid. The following 2D example also has ghost nodes illustrated that are located immediately outside the domain boundary.

In the following example, we zoom into a specific cell on a fully-staggered grid. By specifying for both x- and y-dimensions whether the node locates at the Center (C) or Vertex (V) along the respective axis, we can arrive in 4 categories of nodes on a 2D quadrilateral cell, which we refer to as "basic", "pressure", "Vx" and "Vy" nodes, following common practices.

If all variables are defined on basic nodes, specified by (V,V) locations, we have the simplest non-staggered collocated grid.

Dimensions of Fields on Structured Grids

With a structured grid defined that consists of nx = N cells horizontally and ny = M cells vertically, we have the following dimensions for fields associated with the grid.

Node TypeField DimensionLocation
Cell vertex$(N + 1) \times (M + 1)$(V, V)
X interface$(N + 1) \times M$(V, C)
Y interface$ N \times (M + 1)$(C, V)
Cell Center$N \times M$(C, C)

Connectivity of a StructuredGrid

Using the method connectivity(::SG{N,T,C}, ::Dim{D}, ::Side{S}), one can obtain the connectivity underlying a structured grid. If no special grid topology is provided, a default Bounded grid topology is used for the UniformGrid. Therefore, on a default UniformGrid, the following assertions hold:

julia> @assert connectivity(grid, Dim(1), Side(1)) isa Bounded "Left boundary is bounded"
+
+julia> @assert connectivity(grid, Dim(1), Side(2)) isa Bounded "Right boundary is bounded"
+
+julia> @assert connectivity(grid, Dim(2), Side(1)) isa Bounded "Upper boundary is bounded"
+
+julia> @assert connectivity(grid, Dim(2), Side(2)) isa Bounded "Lower boundary is bounded"
diff --git a/dev/concepts/kernels/index.html b/dev/concepts/kernels/index.html new file mode 100644 index 00000000..521367db --- /dev/null +++ b/dev/concepts/kernels/index.html @@ -0,0 +1,48 @@ + +Kernels · Chmy.jl
GitHub

Kernels

The KernelAbstractions.jl package provides a macro-based dialect that hides the intricacies of vendor-specific GPU programming. It allows one to write hardware-agnostic kernels that can be instantiated and launched for different device backends without modifying the high-level code nor sacrificing performance.

In the following, we show how to write and launch kernels on various backends. We also explain the concept of a Launcher in Chmy.jl, that complements the default kernel launching, allowing us to hide the latency between the bulk of the computations and boundary conditions or MPI communications.

Writing Kernels

This section highlights some important features of KernelAbstractions.jl that are essential for understanding the high-level abstraction of the kernel concept that is used throughout our package. As it barely serves for illustrative purposes, for more specific examples, please refer to their documentation.

using KernelAbstractions
+
+# Define a kernel that performs element-wise operations on A
+@kernel function mul2!(A)
+    # use @index macro to obtain the global Cartesian index of the current work item.
+    I = @index(Global, Cartesian)
+    A[I] *= 2
+end

The kernel mul2! being defined using the @kernel macro, we can launch it on the desired backend to perform the element-wise operations on host.

# Define array and work group size
+A       = ones(1024, 1024)
+backend = get_backend(A) # CPU
+
+# Launch kernel and explicitly synchronize
+kernel = mul2!(backend)
+kernel(A, ndrange=size(A))
+KernelAbstractions.synchronize(backend)
+
+# Result assertion
+@assert(all(A .== 2.0) == true)

To launch the kernel on GPU devices, one could simply define A as CuArray, ROCArray or oneArray as detailed in the section "launching kernel on the backend". More fine-grained memory access is available using the @index macro as described here.

Thread Indexing

Thread indexing is essential for memory usage on GPU devices; however, it can quickly become cumbersome to figure out the thread index, especially when working with multi-dimensional grids of multi-dimensional blocks of threads. The performance of kernels can also depend significantly on access patterns.

In the example above, we saw the usage of I = @index(Global, Cartesian), which retrieves the global index of threads for the two-dimensional array A. Such powerful macros are provided by KernelAbstractions.jl for conveniently retrieving the desired index of threads.

The following table is non-exhaustive and provides a reference of commonly used terminology. Here, KernelAbstractions.@index is used for index retrieval, and KernelAbstractions.@groupsize is used for obtaining the dimensions of blocks of threads.

KernelAbstractionsCPUCUDAAMDGPU
@index(Local, Linear)mod(i, g)threadIdx().xworkitemIdx().x
@index(Local, Cartesian)[2]threadIdx().yworkitemIdx().y
@index(Local, Cartesian)[3]threadIdx().zworkitemIdx().z
@index(Group, Linear)i ÷ gblockIdx().xworkgroupIdx().x
@index(Group, Cartesian)[2]blockIdx().yworkgroupIdx().y
@groupsize()[3]blockDim().zworkgroupDim().z
@index(Global, Linear)iglobal index computation neededglobal index computation needed
@index(Global, Cartesian)[2]global index computation neededglobal index computation needed
@index(Global, NTuple)global index computation neededglobal index computation needed

The @index(Global, NTuple) returns a NTuple object, allowing more fine-grained memory control over the allocated arrays.

@kernel function memcpy!(a, b)
+    i, j = @index(Global, NTuple)
+    @inbounds a[i, j] = b[i, j]
+end

A tuple can be splatted with ... Julia operator when used to avoid explicitly using i, j indices.

@kernel function splatting_memcpy!(a, b)
+    I = @index(Global, NTuple)
+    @inbounds a[I...] = b[I...]
+end

Kernel Launcher

In Chmy.jl, the KernelLaunch module is designed to provide handy utilities for performing different grid operations on selected data entries of Fields that are involved at each kernel launch, in which the grid geometry underneath is also taken into account.

Followingly, we define a kernel launcher associated with an UniformGrid object, supporting CUDA backend.

# Define backend and geometry
+arch = Arch(CUDABackend())
+grid = UniformGrid(arch; origin=(-1, -1), extent=(2, 2), dims=(126, 126))
+
+# Define launcher
+launch = Launcher(arch, grid)

We also have two kernel functions compute_q! and update_C! defined, which shall update the fields q and C using grid operators (see section Grid Operators) ∂x, ∂y, divg that are anchored on some grid g accordingly.

@kernel inbounds = true function compute_q!(q, C, χ, g::StructuredGrid, O)
+    I = @index(Global, Cartesian)
+    I = I + O
+    q.x[I] = -χ * ∂x(C, g, I)
+    q.y[I] = -χ * ∂y(C, g, I)
+end
+
+@kernel inbounds = true function update_C!(C, q, Δt, g::StructuredGrid, O)
+    I = @index(Global, Cartesian)
+    I = I + O
+    C[I] -= Δt * divg(q, g, I)
+end

To spawn the kernel, we invoke the launcher using the launch function to perform the field update at each physical timestep, and specify desired boundary conditions for involved fields in the kernel.

# Define physics, numerics, geometry ...
+for it in 1:nt
+    # without boundary conditions
+    launch(arch, grid, compute_q! => (q, C, χ, grid))
+
+    # with Neumann boundary conditions and MPI exchange
+    launch(arch, grid, update_C! => (C, q, Δt, grid); bc=batch(grid, C => Neumann(); exchange=C))
+end
diff --git a/dev/developer_documentation/running_tests/index.html b/dev/developer_documentation/running_tests/index.html new file mode 100644 index 00000000..04e855ac --- /dev/null +++ b/dev/developer_documentation/running_tests/index.html @@ -0,0 +1,10 @@ + +Running Tests · Chmy.jl
GitHub

Running Tests

CPU tests

To run the Chmy test suite on the CPU, simple run test from within the package mode or using Pkg:

julia> using Pkg
+
+julia> Pkg.test("Chmy")

GPU tests

To run the Chmy test suite on CUDA, ROC or Metal backend (Nvidia, AMD or Apple GPUs), respectively, run the tests using Pkg adding following test_args:

For CUDA backend (Nvidia GPUs):

julia> using Pkg
+
+julia> Pkg.test("Chmy"; test_args=["--backend=CUDA"])

For ROC backend (AMD GPUs):

julia> using Pkg
+
+julia> Pkg.test("Chmy"; test_args=["--backend=AMDGPU"])

For Metal backend (Apple GPUs):

julia> using Pkg
+
+julia> Pkg.test("Chmy"; test_args=["--backends=Metal"])
diff --git a/dev/developer_documentation/workers/index.html b/dev/developer_documentation/workers/index.html new file mode 100644 index 00000000..8c86d1e5 --- /dev/null +++ b/dev/developer_documentation/workers/index.html @@ -0,0 +1,2 @@ + +Workers · Chmy.jl
GitHub

Workers

Task-based parallelism provides a highly abstract view for the program execution scheduling, although it may come with a performance overhead related to task creation and destruction. The overhead is currently significant when tasks are used to perform asynchronous operations on GPUs, where TLS context creation and destruction may be in the order of kernel execution time. Therefore, it may be desirable to have long-running tasks that do not get terminated immediately, but only when all queued subtasks (i.e. work units) are executed.

In Chmy.jl, we introduced the concept Worker for this purpose. A Worker is a special construct to extend the lifespan of a task created by Threads.@spawn. It possesses a Channel of subtasks to be executed on the current thread, where subtasks are submitted at construction time to the worker using put!.

With the help of the Worker, we can specify subtasks that need to be sequentially executed by enqueuing them to one Worker. Any work units that shall run in parallel should be put into separate workers instead.

Currently, we use Workers under the hood to hide the communications between computations. We split the computational domain into inner part, containing the bulk of the grid points, and thin outer part. We launch the same kernels processing the inner and outer parts in different Julia tasks. When the outer part completes, we launch the non-blocking MPI communication. Workers are a stateful representation of the long-running computation, needed to avoid significant overhead of creating a new task-local state each time a communication is performed.

diff --git a/dev/examples/overview/index.html b/dev/examples/overview/index.html new file mode 100644 index 00000000..124db1d8 --- /dev/null +++ b/dev/examples/overview/index.html @@ -0,0 +1,2 @@ + +Examples Overview · Chmy.jl
GitHub

Examples Overview

This page provides an overview of Chmy.jl examples. These selected examples demonstrate how Chmy.jl can be used to solve various numerical problems using architecture-agnostic kernels both on a single-device and in a distributed way.

Table of Contents

ExampleDescription
Diffusion 2DSolving the 2D diffusion equation on a uniform grid.
Diffusion 2D with MPISolving the 2D diffusion equation on a uniform grid and distributed parallelisation using MPI.
Single-Device Performance OptimisationRevisiting the 2D diffusion problem with focus on performance optimisation techniques on a single-device architecture.
Stokes 2D with MPISolving the 2D Stokes equation with thermal coupling on a uniform grid.
Stokes 3D with MPISolving the 3D Stokes equation with thermal coupling on a uniform grid and distributed parallelisation using MPI.
Diffusion 1D with MetalSolving the 1D diffusion equation using the Metal backend and single precision (Float32) on a uniform grid.
2D Grid VisualizationVisualization of a 2D StructuredGrid.
3D Grid VisualizationVisualization of a 3D StructuredGrid.
diff --git a/dev/getting_started/index.html b/dev/getting_started/index.html new file mode 100644 index 00000000..dd4734f1 --- /dev/null +++ b/dev/getting_started/index.html @@ -0,0 +1,71 @@ + +Getting Started with Chmy.jl · Chmy.jl
GitHub

Getting Started with Chmy.jl

Chmy.jl is a backend-agnostic toolkit for finite difference computations on multi-dimensional computational staggered grids. In this introductory tutorial, we showcase the essence of Chmy.jl by solving a simple 2D diffusion problem. The full code of the tutorial material is available under diffusion_2d.jl.

Basic Diffusion

The diffusion equation is a second order parabolic PDE, here for a multivariable function $C(x,y,t)$ that represents the field being diffused (such as the temperature or the concentration of a chemical component in a solution) showing derivatives in both temporal $\partial t$ and spatial $\partial x$ dimensions, where $\chi$ is the diffusion coefficient. In 2D we have the following formulation for the diffusion process:

\[\begin{equation} +\frac{\partial C}{\partial t} = \chi \left( \frac{\partial^2 C}{\partial x^2} + \frac{\partial^2 C}{\partial y^2} \right). +\end{equation}\]

Introducing the diffusion flux $q$, we can rewrite equation (1) as a system of two PDEs, consisting of equations (2) and (3).

\[\begin{equation} +\boldsymbol{q} = -\chi \nabla C~, +\end{equation}\]

\[\begin{equation} +\frac{\partial C}{\partial t} = - \nabla \cdot \boldsymbol{q}~. +\end{equation}\]

Boundary Conditions

Generally, partial differential equations (PDEs) require initial or boundary conditions to ensure a unique and stable solution. For the field C, a Neumann boundary condition is given by:

\[\begin{equation} +\frac{\partial C}{\partial \boldsymbol{n}} = g(x, y, t) +\end{equation}\]

where $\frac{\partial C}{\partial \boldsymbol{n}}$ is the derivative of C normal to the boundary, and $g(x, y, t)$ is a given function. In this tutorial example, we consider a homogeneous Neumann boundary condition, $g(x, y, t) = 0$, which implies that there is no flux across the boundary.

Using Chmy.jl for Backend Portable Implementation

As the first step, we need to load the main module and any necessary submodules of Chmy.jl. Moreover, we use KernelAbstractions.jl for writing backend-agnostic kernels that are compatible with Chmy.jl.

using Chmy, Chmy.Architectures, Chmy.Grids, Chmy.Fields, Chmy.BoundaryConditions, Chmy.GridOperators, Chmy.KernelLaunch
+using KernelAbstractions # for backend-agnostic kernels
+using Printf, CairoMakie # for I/O and plotting
+# using CUDA
+# using AMDGPU
+# using Metal

In this introductory tutorial, we will use the CPU backend for simplicity:

backend = CPU()
+arch = Arch(backend)

If a different backend is desired, one needs to load the relevant package accordingly. For example, if Nvidia or AMD GPUs are available, one can comment out using CUDA, using AMDGPU or using Metal and make sure to use arch = Arch(CUDABackend()), arch = Arch(ROCBackend()) or arch = Arch(MetalBackend()), respectively, when selecting the architecture. For further information about executing on a single-device or multi-device architecture, see the documentation section for Architectures.

Metal backend

Metal backend restricts floating point arithmetic precision of computations to Float32 or lower. In Chmy, this can be achieved by initialising the grid object using Float32 (f0) elements in the origin and extent tuples.

Writing & Launch Compute Kernels

We want to solve the system of equations (2) & (3) numerically. We will use the explicit forward Euler method for temporal discretization and finite-differences for spatial discretization. Accordingly, the kernels for performing the arithmetic operations for each time step can be defined as follows:

@kernel inbounds = true function compute_q!(q, C, χ, g::StructuredGrid, O)
+    I = @index(Global, Cartesian)
+    I = I + O
+    q.x[I] = -χ * ∂x(C, g, I)
+    q.y[I] = -χ * ∂y(C, g, I)
+end
@kernel inbounds = true function update_C!(C, q, Δt, g::StructuredGrid, O)
+    I = @index(Global, Cartesian)
+    I = I + O
+    C[I] -= Δt * divg(q, g, I)
+end
Non-Cartesian indices

Besides using Cartesian indices, more standard indexing works as well, using NTuple. For example, update_C! will become:

@kernel inbounds = true function update_C!(C, q, Δt, g::StructuredGrid, O)
+    ix, iy = @index(Global, NTuple)
+    (ix, iy) = (ix, iy) + O
+    C[ix, iy] -= Δt * divg(q, g, ix, iy)
+end

where the dimensions could be abstracted by splatting the returned index (I...):

@kernel inbounds = true function update_C!(C, q, Δt, g::StructuredGrid, O)
+    I = @index(Global, NTuple)
+    I = I + O
+    C[I...] -= Δt * divg(q, g, I...)
+end

Model Setup

The diffusion model that we solve should contain the following model setup

# geometry
+grid   = UniformGrid(arch; origin=(-1, -1), extent=(2, 2), dims=(126, 126))
+launch = Launcher(arch, grid)
+
+# physics
+χ = 1.0
+
+# numerics
+Δt = minimum(spacing(grid))^2 / χ / ndims(grid) / 2.1

In the 2D problem only three physical fields, the field C and the diffusion flux q in x- and y-dimension are evolving with time. We define these fields on different locations on the staggered grid (more see Grids).

# allocate fields
+C = Field(backend, grid, Center())
+q = VectorField(backend, grid)

We randomly initialized the entries of C field and finished the initial model setup. One can refer to the section Fields for setting up more complex initial conditions.

# initial conditions
+set!(C, grid, (_, _) -> rand())
+bc!(arch, grid, C => Neumann(); exchange=C)

You should get a result like in the following plot.

fig = Figure()
+ax  = Axis(fig[1, 1];
+           aspect = DataAspect(),
+           xlabel = "x", ylabel = "y",
+           title = "it = 0")
+plt = heatmap!(ax, centers(grid)..., interior(C) |> Array;
+               colormap = :turbo)
+Colorbar(fig[1, 2], plt)
+display(fig)
+ +

Solving Time-dependent Problem

We are resolving a time-dependent problem, so we explicitly advance our solution within a time loop, specifying the number of iterations (or time steps) we desire to perform. The action that takes place within the time loop is the variable update that is performed by the compute kernels compute_q! and update_C!, accompanied by the imposing the Neumann boundary condition on the C field.

# action
+nt = 100
+for it in 1:nt
+    @printf("it = %d/%d \n", it, nt)
+    launch(arch, grid, compute_q! => (q, C, χ, grid))
+    launch(arch, grid, update_C! => (C, q, Δt, grid); bc=batch(grid, C => Neumann(); exchange=C))
+end

After running the simulation, you should see something like this, here the final result at it = 100 for the field C is plotted:

fig = Figure()
+ax  = Axis(fig[1, 1];
+           aspect = DataAspect(),
+           xlabel = "x", ylabel = "y",
+           title = "it = 100")
+plt = heatmap!(ax, centers(grid)..., interior(C) |> Array;
+               colormap = :turbo)
+Colorbar(fig[1, 2], plt)
+display(fig)
+ +
diff --git a/dev/index.html b/dev/index.html new file mode 100644 index 00000000..c26cb196 --- /dev/null +++ b/dev/index.html @@ -0,0 +1,4 @@ + +Home · Chmy.jl
GitHub

Chmy.jl

Chmy.jl (pronounce tsh-mee) is a backend-agnostic toolkit for finite difference computations on multi-dimensional computational staggered grids. Chmy.jl features task-based distributed memory parallelisation capabilities.

Installation

To install Chmy.jl, one can simply add it using the Julia package manager:

julia> using Pkg
+
+julia> Pkg.add("Chmy")

After the package is installed, one can load the package by using:

julia> using Chmy
Install from a Specific Branch

For developers and advanced users, one might want to use the implementation of Chmy.jl from a specific branch by specifying the url. In the following code snippet, we do this by explicitly specifying to use the current implementation that is available under the main branch:

julia> using Pkg; Pkg.add(url="https://github.com/PTsolvers/Chmy.jl#main")

Feature Summary

Chmy.jl provides a comprehensive framework for handling complex computational tasks on structured grids, leveraging both single and multi-device architectures. It seamlessly integrates with Julia's powerful parallel and concurrent programming capabilities, making it suitable for a wide range of scientific and engineering applications.

A general list of the features is:

  • Backend-agnostic capabilities leveraging KernelAbstractions.jl
  • Distributed computing support with MPI.jl
  • Multi-dimensional, parametrisable discrete and continuous fields on structured grids
  • High-level interface for specifying boundary conditions with automatic batching for performance
  • Finite difference and interpolation operators on discrete fields
  • Extensibility; The package is written in pure Julia, so adding new functions, simplification rules, and model transformations has no barrier

Funding

The development of this package is supported by the GPU4GEO PASC project. More information about the GPU4GEO project can be found on the GPU4GEO website.

diff --git a/dev/lib/modules/index.html b/dev/lib/modules/index.html new file mode 100644 index 00000000..86056f44 --- /dev/null +++ b/dev/lib/modules/index.html @@ -0,0 +1,5 @@ + +Modules · Chmy.jl
GitHub

Modules

Grids

Chmy.Grids.AbstractAxis — Type
abstract type AbstractAxis{T}

Abstract type representing an axis in a grid, where the axis is parameterized by the type T of the coordinates.

source
Chmy.Grids.Center — Type
struct Center <: Location

The Center struct represents a location at the center along a dimension of a grid cell.

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Chmy.Grids.UniformGrid — Method
UniformGrid(arch; origin, extent, dims, topology=nothing)

Constructs a uniform grid with specified origin, extent, dimensions, and topology.

Arguments

  • arch::Architecture: The associated architecture.
  • origin::NTuple{N,Number}: The origin of the grid.
  • extent::NTuple{N,Number}: The extent of the grid.
  • dims::NTuple{N,Integer}: The dimensions of the grid.
  • topology=nothing: The topology of the grid. If not provided, a default Bounded topology is used.
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Chmy.Grids.Vertex — Type
struct Vertex <: Location

The Vertex struct represents a location at the vertex along a dimension of a grid cell.

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Chmy.Grids.axis — Method
axis(grid, dim::Dim)

Return the axis corresponding to the spatial dimension dim.

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Chmy.Grids.bounds — Method
bounds(grid, loc, [dim::Dim])

Return the bounds of a structured grid at the specified location(s).

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Chmy.Grids.connectivity — Method
connectivity(grid, dim::Dim, side::Side)

Return the connectivity of the structured grid grid for the given dimension dim and side side.

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Chmy.Grids.coord — Method
coord(grid, loc, I...)

Return a tuple of spatial coordinates of a grid point at location loc and indices I.

For vertex locations, first grid point is at the origin. For center locations, first grid point at half-spacing distance from the origin.

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Chmy.Grids.extent — Method
extent(grid, loc, [dim::Dim])

Return the extent of a structured grid at the specified location(s).

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Chmy.Grids.iΔ — Function
iΔ

Alias for the inv_spacing method that returns the reciprocal of the spacing between grid points.

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Chmy.Grids.origin — Method
origin(grid, loc, [dim::Dim])

Return the origin of a structured grid at the specified location(s).

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Chmy.Grids.spacing — Method
spacing(grid, loc, I...)

Return a tuple of grid spacings at location loc and indices I.

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Chmy.Grids.Δ — Function
Δ

Alias for the spacing method that returns the spacing between grid points.

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Architectures

Chmy.Architectures.Arch — Method
Arch(backend::Backend; device_id::Integer=1)

Create an architecture object for the specified backend and device.

Arguments

  • backend: The backend to use for computation.
  • device_id=1: The ID of the device to use.
source
Chmy.Architectures.activate! — Method
activate!(arch::SingleDeviceArchitecture; priority=:normal)

Activate the given architecture on the specified device and set the priority of the backend. For the priority accepted values are :normal, :low and :high.

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Fields

Chmy.Fields.AbstractField — Type
abstract type AbstractField{T,N,L} <: AbstractArray{T,N}

Abstract type representing a field with data type T, number of dimensions N, location L where the field should be defined on.

See also: abstract type ConstantField

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Chmy.Fields.Field — Type
struct Field{T,N,L,H,A} <: AbstractField{T,N,L}

Field represents a discrete scalar field with specified type, number of dimensions, location, and halo size.

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Chmy.Fields.Field — Method
Field(arch::Architecture, args...; kwargs...)

Create a Field object on the specified architecture.

Arguments:

  • arch::Architecture: The architecture for which to create the Field.
  • args...: Additional positional arguments to pass to the Field constructor.
  • kwargs...: Additional keyword arguments to pass to the Field constructor.
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Chmy.Fields.Field — Method
Field(backend, grid, loc, type=eltype(grid); halo=1)

Constructs a field on a structured grid at the specified location.

Arguments:

  • backend: The backend to use for memory allocation.
  • grid: The structured grid on which the field is constructed.
  • loc: The location or locations on the grid where the field is constructed.
  • type: The element type of the field. Defaults to the element type of the grid.
  • halo: The halo size for the field. Defaults to 1.
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Chmy.Fields.FunctionField — Type
FunctionField <: AbstractField

Continuous or discrete field with values computed at runtime.

Constructors

  • FunctionField(func, grid, loc; [discrete], [parameters]): Create a new FunctionField object.
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Chmy.Fields.FunctionField — Method
FunctionField(func::F, grid::StructuredGrid{N}, loc; discrete=false, parameters=nothing) where {F,N}

Create a FunctionField on the given grid using the specified function func.

Arguments:

  • func::F: The function used to generate the field values.
  • grid::StructuredGrid{N}: The structured grid defining the computational domain.
  • loc: The nodal location on the grid grid where the function field is defined on.
  • discrete::Bool=false: A flag indicating whether the field should be discrete. Defaults to false.
  • parameters=nothing: Additional parameters to be used by the function. Defaults to nothing.
source
Chmy.Fields.TensorField — Method
TensorField(backend::Backend, grid::StructuredGrid{2}, args...; kwargs...)

Create a 2D tensor field in the form of a named tuple on the given grid using the specified backend, with components xx, yy, and xy each being a Field.

Arguments:

  • backend::Backend: The backend to be used for computation.
  • grid::StructuredGrid{2}: The 2D structured grid defining the computational domain.
  • args...: Additional positional arguments to pass to the Field constructor.
  • kwargs...: Additional keyword arguments to pass to the Field constructor.
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Chmy.Fields.TensorField — Method
TensorField(backend::Backend, grid::StructuredGrid{3}, args...; kwargs...)

Create a 3D tensor field in the form of a named tuple on the given grid using the specified backend, with components xx, yy, zz, xy, xz, and yz each being a Field.

Arguments:

  • backend::Backend: The backend to be used for computation.
  • grid::StructuredGrid{3}: The 3D structured grid defining the computational domain.
  • args...: Additional positional arguments to pass to the Field constructor.
  • kwargs...: Additional keyword arguments to pass to the Field constructor.
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Chmy.Fields.VectorField — Method
VectorField(backend::Backend, grid::StructuredGrid{N}, args...; kwargs...) where {N}

Create a vector field in the form of a NamedTuple on the given grid using the specified backend. With each component being a Field.

Arguments:

  • backend::Backend: The backend to be used for computation.
  • grid::StructuredGrid{N}: The structured grid defining the computational domain.
  • args...: Additional positional arguments to pass to the Field constructor.
  • kwargs...: Additional keyword arguments to pass to the Field constructor.
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Chmy.Fields.interior — Method
interior(f::Field; with_halo=false)

Displays the field on the interior of the grid on which it is defined on. One could optionally specify to display the halo regions on the grid with with_halo=true.

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Chmy.Fields.set! — Method
set!(f::Field, A::AbstractArray)

Set the elements of the Field f using the values from the AbstractArray A.

Arguments:

  • f::Field: The Field object to be modified.
  • A::AbstractArray: The array whose values are to be copied to the Field.
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Chmy.Fields.set! — Method
set!(f::Field, other::AbstractField)

Set the elements of the Field f using the values from another AbstractField other.

Arguments:

  • f::Field: The destination Field object to be modified.
  • other::AbstractField: The source AbstractField whose values are to be copied to f.
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Chmy.Fields.set! — Method
set!(f::Field, val::Number)

Set all elements of the Field f to the specified numeric value val.

Arguments:

  • f::Field: The Field object to be modified.
  • val::Number: The numeric value to set in the Field.
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Grid Operators

Chmy.GridOperators.AbstractMask — Type
abstract type AbstractMask{T,N}

Abstract type representing the data transformation to be performed on elements in a field of dimension N, where each element is of typeT.

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Chmy.GridOperators.InterpolationRule — Type
abstract type InterpolationRule

A type representing an interpolation rule that specifies how the interpolant f should be reconstructed using a data set on a given grid.

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Chmy.GridOperators.hlerp — Method
hlerp(f, to, grid, I...)

Interpolate a field f to location to using harmonic linear interpolation rule.

rule(t, v0, v1) = 1/(1/v0 + t * (1/v1 - 1/v0))

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Chmy.GridOperators.itp — Method
itp(f, to, r, grid, I...)

Interpolates the field f from its current location to the specified location(s) to using the given interpolation rule r. The indices specify the position within the grid at location(s) to.

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Boundary Conditions

Chmy.BoundaryConditions.bc! — Method
bc!(arch::Architecture, grid::StructuredGrid, batch::BatchSet)

Apply boundary conditions using a batch set batch containing an AbstractBatch per dimension per side of grid.

Arguments

  • arch: The architecture.
  • grid: The grid.
  • batch:: The batch set to apply boundary conditions to.
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Kernel launcher

Chmy.KernelLaunch.Launcher — Method
Launcher(arch, grid; outer_width=nothing)

Constructs a Launcher object configured based on the input parameters.

Arguments:

  • arch: The associated architecture.
  • grid: The grid defining the computational domain.
  • outer_width: Optional parameter specifying outer width.
Warning

worksize for the last dimension N takes into account only last outer width W[N], N-1 uses W[N] and W[N-1], N-2 uses W[N], W[N-1], and W[N-2].

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Chmy.KernelLaunch.Launcher — Method
(launcher::Launcher)(arch::Architecture, grid, kernel_and_args::Pair{F,Args}; bc=nothing, async=false) where {F,Args}

Launches a computational kernel using the specified arch, grid, kernel_and_args, and optional boundary conditions (bc).

Arguments:

  • arch::Architecture: The architecture on which to execute the computation.
  • grid: The grid defining the computational domain.
  • kernel_and_args::Pair{F,Args}: A pair consisting of the computational kernel F and its arguments Args.
  • bc=nothing: Optional boundary conditions for the computation.
  • async=false: If true, launches the kernel asynchronously.
Warning
  • arch should be compatible with the Launcher's architecture.
  • If bc is nothing, the kernel is launched without boundary conditions.
  • If async is false (default), the function waits for the computation to complete before returning.
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Distributed

Chmy.Distributed.CartesianTopology — Method
CartesianTopology(comm, dims)

Create an N-dimensional Cartesian topology using base MPI communicator comm with dimensions dims. If all entries in dims are not equal to 0, the product of dims should be equal to the total number of MPI processes MPI.Comm_size(comm). If any (or all) entries of dims are 0, the dimensions in the corresponding spatial directions will be picked automatically.

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Chmy.Distributed.StackAllocator — Type
mutable struct StackAllocator

Simple stack (a.k.a. bump/arena) allocator. Maintains an internal buffer that grows dynamically if the requested allocation exceeds current buffer size.

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Base.resize! — Method
resize!(sa::StackAllocator, sz::Integer)

Resize the StackAllocator's buffer to capacity of sz bytes. This method will throw an error if any arrays were already allocated using this allocator.

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Chmy.Architectures.Arch — Method
Architectures.Arch(backend::Backend, comm::MPI.Comm, dims; device_id=nothing)

Create a distributed Architecture using backend backend and comm. For GPU backends, device will be selected automatically based on a process id within a node, unless specified by device_id.

Arguments

  • backend::Backend: The backend to use for the architecture.
  • comm::MPI.Comm: The MPI communicator to use for the architecture.
  • dims: The dimensions of the architecture.

Keyword Arguments

  • device_id: The ID of the device to use. If not provided, the shared rank of the topology plus one is used.
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Chmy.Architectures.activate! — Method
activate!(arch::DistributedArchitecture; kwargs...)

Activate the given DistributedArchitecture by delegating to the child architecture, and pass through any keyword arguments. For example, the priority can be set with accepted values being :normal, :low, and :high.

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Chmy.Architectures.get_backend — Method
get_backend(arch::DistributedArchitecture)

Get the backend associated with a DistributedArchitecture by delegating to the child architecture.

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Chmy.Architectures.get_device — Method
get_device(arch::DistributedArchitecture)

Get the device associated with a DistributedArchitecture by delegating to the child architecture.

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Chmy.BoundaryConditions.bc! — Method
BoundaryConditions.bc!(side::Side, dim::Dim,
+                            arch::DistributedArchitecture,
+                            grid::StructuredGrid,
+                            batch::ExchangeBatch; kwargs...)

Apply boundary conditions on a distributed grid with halo exchange performed internally.

Arguments

  • side: The side of the grid where the halo exchange is performed.
  • dim: The dimension along which the halo exchange is performed.
  • arch: The distributed architecture used for communication.
  • grid: The structured grid on which the halo exchange is performed.
  • batch: The batch set to apply boundary conditions to.
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Chmy.Distributed.allocate — Function
allocate(sa::StackAllocator, T::DataType, dims, [align=sizeof(T)])

Allocate a buffer of type T with dimensions dims using a stack allocator. The align parameter specifies the alignment of the buffer elements.

Arguments

  • sa::StackAllocator: The stack allocator object.
  • T::DataType: The data type of the requested allocation.
  • dims: The dimensions of the requested allocation.
  • align::Integer: The alignment of the allocated buffer in bytes.
Warning

Arrays allocated with StackAllocator are not managed by Julia runtime. User is responsible for ensuring correct lifetimes, i.e., that the reference to allocator outlives all arrays allocated using this allocator.

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Chmy.Distributed.exchange_halo! — Method
exchange_halo!(side::Side, dim::Dim, arch, grid, fields...; async=false)

Perform halo exchange communication between neighboring processes in a distributed architecture.

Arguments

  • side: The side of the grid where the halo exchange is performed.
  • dim: The dimension along which the halo exchange is performed.
  • arch: The distributed architecture used for communication.
  • grid: The structured grid on which the halo exchange is performed.
  • fields...: The fields to be exchanged.

Optional Arguments

  • async=false: Whether to perform the halo exchange asynchronously.
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Chmy.Distributed.exchange_halo! — Method
exchange_halo!(arch, grid, fields...)

Perform halo exchange for the given architecture, grid, and fields.

Arguments

  • arch: The distributed architecture to perform halo exchange on.
  • grid: The structured grid on which halo exchange is performed.
  • fields: The fields on which halo exchange is performed.
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Chmy.Distributed.gather! — Method
gather!(arch, dst, src::Field; kwargs...)

Gather the interior of a field src into a global array dst on the CPU.

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Chmy.Distributed.gather! — Method
gather!(dst, src, comm::MPI.Comm; root=0)

Gather local array src into a global array dst. Size of the global array size(dst) should be equal to the product of the size of a local array size(src) and the dimensions of a Cartesian communicator comm. The array will be gathered on the process with id root (root=0 by default). Note that the memory for a global array should be allocated only on the process with id root, on other processes dst can be set to nothing.

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Chmy.Distributed.has_neighbor — Method
has_neighbor(topo, dim, side)

Returns true if there a neighbor process in spatial direction dim on the side side, or false otherwise.

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Chmy.Distributed.neighbor — Method
neighbor(topo, dim, side)

Returns id of a neighbor process in spatial direction dim on the side side, if this neighbor exists, or MPI.PROC_NULL otherwise.

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Chmy.Distributed.neighbors — Method
neighbors(topo)

Neighbors of a current process.

Returns tuple of ranks of the two immediate neighbors in each spatial direction, or MPI.PROC_NULL if there is no neighbor on a corresponding side.

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Chmy.Distributed.reset! — Method
reset!(sa::StackAllocator)

Reset the stack allocator by resetting the pointer. Doesn't free the internal memory buffer.

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Workers

Chmy.Workers.Worker — Type
Worker

A worker that performs tasks asynchronously.

Constructor

Worker{T}(; [setup], [teardown]) where {T}

Constructs a new Worker object.

Arguments

  • setup: A function to be executed before the worker starts processing tasks. (optional)
  • teardown: A function to be executed after the worker finishes processing tasks. (optional)
source
diff --git a/dev/objects.inv b/dev/objects.inv new file mode 100644 index 00000000..96b9c9be Binary files /dev/null and b/dev/objects.inv differ diff --git a/dev/search_index.js b/dev/search_index.js new file mode 100644 index 00000000..89ca5b26 --- /dev/null +++ b/dev/search_index.js @@ -0,0 +1,3 @@ +var documenterSearchIndex = {"docs": +[{"location":"developer_documentation/workers/#Workers","page":"Workers","title":"Workers","text":"","category":"section"},{"location":"developer_documentation/workers/","page":"Workers","title":"Workers","text":"Task-based parallelism provides a highly abstract view for the program execution scheduling, although it may come with a performance overhead related to task creation and destruction. The overhead is currently significant when tasks are used to perform asynchronous operations on GPUs, where TLS context creation and destruction may be in the order of kernel execution time. Therefore, it may be desirable to have long-running tasks that do not get terminated immediately, but only when all queued subtasks (i.e. work units) are executed.","category":"page"},{"location":"developer_documentation/workers/","page":"Workers","title":"Workers","text":"In Chmy.jl, we introduced the concept Worker for this purpose. A Worker is a special construct to extend the lifespan of a task created by Threads.@spawn. It possesses a Channel of subtasks to be executed on the current thread, where subtasks are submitted at construction time to the worker using put!.","category":"page"},{"location":"developer_documentation/workers/","page":"Workers","title":"Workers","text":"With the help of the Worker, we can specify subtasks that need to be sequentially executed by enqueuing them to one Worker. Any work units that shall run in parallel should be put into separate workers instead.","category":"page"},{"location":"developer_documentation/workers/","page":"Workers","title":"Workers","text":"Currently, we use Workers under the hood to hide the communications between computations. We split the computational domain into inner part, containing the bulk of the grid points, and thin outer part. We launch the same kernels processing the inner and outer parts in different Julia tasks. When the outer part completes, we launch the non-blocking MPI communication. Workers are a stateful representation of the long-running computation, needed to avoid significant overhead of creating a new task-local state each time a communication is performed.","category":"page"},{"location":"concepts/bc/#Boundary-Conditions","page":"Boundary Conditions","title":"Boundary Conditions","text":"","category":"section"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"Using Chmy.jl, we aim to study partial differential equations (PDEs) arising from physical or engineering problems. Additional initial and/or boundary conditions are necessary for the model problem to be well-posed, ensuring the existence and uniqueness of a stable solution.","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"We provide a small overview for boundary conditions that one often encounters. In the following, we consider the unknown function u Omega mapsto mathbbR defined on some bounded computational domain Omega subset mathbbR^d in a d-dimensional space. With the domain boundary denoted by partial Omega, we have some function g partial Omega mapsto mathbbR prescribed on the boundary.","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"Type Form Example\nDirichlet u = g on partial Omega In fluid dynamics, the no-slip condition for viscous fluids states that at a solid boundary the fluid has zero velocity relative to the boundary.\nNeumann partial_boldsymboln u = g on partial Omega, where boldsymboln is the outer normal vector to Omega It specifies the values in which the derivative of a solution is applied within the boundary of the domain. An application in thermodynamics is a prescribed heat flux through the boundary\nRobin u + alpha partial_nu u = g on partial Omega, where alpha in mathbbR. Also called impedance boundary conditions from their application in electromagnetic problems","category":"page"},{"location":"concepts/bc/#Applying-Boundary-Conditions-with-bc!()","page":"Boundary Conditions","title":"Applying Boundary Conditions with bc!()","text":"","category":"section"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"In the following, we describe the syntax in Chmy.jl for launching kernels that impose boundary conditions on some field that is well-defined on a grid with backend specified through arch.","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"For Dirichlet and Neumann boundary conditions, they are referred to as homogeneous if g = 0, otherwise they are non-homogeneous if g = v holds, for some vin mathbbR.","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":" Homogeneous Non-homogeneous\nDirichlet on partial Omega bc!(arch, grid, field => Dirichlet()) bc!(arch, grid, field => Dirichlet(v))\nNeumann on partial Omega bc!(arch, grid, field => Neumann()) bc!(arch, grid, field => Neumann(v))","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"Note that the syntax shown in the table above is a fused expression of both specifying and applying the boundary conditions.","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"warning: $\\partial \\Omega$ Refers to the Entire Domain Boundary!\nBy specifying field to a single boundary condition, we impose the boundary condition on the entire domain boundary by default. See the section for \"Mixed Boundary Conditions\" below for specifying different BC on different parts of the domain boundary.","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"Alternatively, one could also define the boundary conditions beforehand using batch() provided the grid information as well as the field variable. This way the boundary condition to be prescibed is precomputed.","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"# pre-compute batch\nbt = batch(grid, field => Neumann()) # specify Neumann BC for the variable `field`\nbc!(arch, grid, bt) # apply the boundary condition","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"In the script batcher.jl, we provide a MWE using both fused and precomputed expressions for BC update.","category":"page"},{"location":"concepts/bc/#Specifying-BC-within-a-launch","page":"Boundary Conditions","title":"Specifying BC within a launch","text":"","category":"section"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"When using launch to specify the execution of a kernel (more see section Kernels), one can pass the specified boundary condition(s) as an optional parameter using batch, provided the grid information of the discretized space. This way we can gain efficiency from making good use of already cached values.","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"In the 2D diffusion example as introduced in the tutorial \"Getting Started with Chmy.jl\", we need to update the temperature field C at k-th iteration using the values of heat flux q and physical time step size Δt from (k-1)-th iteration. When launching the kernel update_C! with launch, we simultaneously launch the kernel for the BC update using:","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"launch(arch, grid, update_C! => (C, q, Δt, grid); bc=batch(grid, C => Neumann(); exchange=C))","category":"page"},{"location":"concepts/bc/#Mixed-Boundary-Conditions","page":"Boundary Conditions","title":"Mixed Boundary Conditions","text":"","category":"section"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"In the code example above, by specifying boundary conditions using syntax such as field => Neumann(), we essentially launch a kernel that impose the Neumann boundary condition on the entire domain boundary partial Omega. More often, one may be interested in prescribing different boundary conditions on different parts of partial Omega.","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"The following figure showcases a 2D square domain Omega with different boundary conditions applied on each side:","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"The top boundary (red) is a Dirichlet boundary condition where u = a.\nThe bottom boundary (blue) is also a Dirichlet boundary condition where u = b.\nThe left and right boundaries (green) are Neumann boundary conditions where fracpartial upartial y = 0.","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"To launch a kernel that satisfies these boundary conditions in Chmy.jl, you can use the following code:","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"bc!(arch, grid, field => (x = Neumann(), y = (Dirichlet(b), Dirichlet(a))))","category":"page"},{"location":"concepts/kernels/#Kernels","page":"Kernels","title":"Kernels","text":"","category":"section"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"The KernelAbstractions.jl package provides a macro-based dialect that hides the intricacies of vendor-specific GPU programming. It allows one to write hardware-agnostic kernels that can be instantiated and launched for different device backends without modifying the high-level code nor sacrificing performance.","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"In the following, we show how to write and launch kernels on various backends. We also explain the concept of a Launcher in Chmy.jl, that complements the default kernel launching, allowing us to hide the latency between the bulk of the computations and boundary conditions or MPI communications.","category":"page"},{"location":"concepts/kernels/#Writing-Kernels","page":"Kernels","title":"Writing Kernels","text":"","category":"section"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"This section highlights some important features of KernelAbstractions.jl that are essential for understanding the high-level abstraction of the kernel concept that is used throughout our package. As it barely serves for illustrative purposes, for more specific examples, please refer to their documentation.","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"using KernelAbstractions\n\n# Define a kernel that performs element-wise operations on A\n@kernel function mul2!(A)\n # use @index macro to obtain the global Cartesian index of the current work item.\n I = @index(Global, Cartesian)\n A[I] *= 2\nend","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"The kernel mul2! being defined using the @kernel macro, we can launch it on the desired backend to perform the element-wise operations on host.","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"# Define array and work group size\nA = ones(1024, 1024)\nbackend = get_backend(A) # CPU\n\n# Launch kernel and explicitly synchronize\nkernel = mul2!(backend)\nkernel(A, ndrange=size(A))\nKernelAbstractions.synchronize(backend)\n\n# Result assertion\n@assert(all(A .== 2.0) == true)","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"To launch the kernel on GPU devices, one could simply define A as CuArray, ROCArray or oneArray as detailed in the section \"launching kernel on the backend\". More fine-grained memory access is available using the @index macro as described here.","category":"page"},{"location":"concepts/kernels/#Thread-Indexing","page":"Kernels","title":"Thread Indexing","text":"","category":"section"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"Thread indexing is essential for memory usage on GPU devices; however, it can quickly become cumbersome to figure out the thread index, especially when working with multi-dimensional grids of multi-dimensional blocks of threads. The performance of kernels can also depend significantly on access patterns.","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"In the example above, we saw the usage of I = @index(Global, Cartesian), which retrieves the global index of threads for the two-dimensional array A. Such powerful macros are provided by KernelAbstractions.jl for conveniently retrieving the desired index of threads.","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"The following table is non-exhaustive and provides a reference of commonly used terminology. Here, KernelAbstractions.@index is used for index retrieval, and KernelAbstractions.@groupsize is used for obtaining the dimensions of blocks of threads.","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"KernelAbstractions CPU CUDA AMDGPU\n@index(Local, Linear) mod(i, g) threadIdx().x workitemIdx().x\n@index(Local, Cartesian)[2] threadIdx().y workitemIdx().y\n@index(Local, Cartesian)[3] threadIdx().z workitemIdx().z\n@index(Group, Linear) i ÷ g blockIdx().x workgroupIdx().x\n@index(Group, Cartesian)[2] blockIdx().y workgroupIdx().y\n@groupsize()[3] blockDim().z workgroupDim().z\n@index(Global, Linear) i global index computation needed global index computation needed\n@index(Global, Cartesian)[2] global index computation needed global index computation needed\n@index(Global, NTuple) global index computation needed global index computation needed","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"The @index(Global, NTuple) returns a NTuple object, allowing more fine-grained memory control over the allocated arrays.","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"@kernel function memcpy!(a, b)\n i, j = @index(Global, NTuple)\n @inbounds a[i, j] = b[i, j]\nend","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"A tuple can be splatted with ... Julia operator when used to avoid explicitly using i, j indices.","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"@kernel function splatting_memcpy!(a, b)\n I = @index(Global, NTuple)\n @inbounds a[I...] = b[I...]\nend","category":"page"},{"location":"concepts/kernels/#Kernel-Launcher","page":"Kernels","title":"Kernel Launcher","text":"","category":"section"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"In Chmy.jl, the KernelLaunch module is designed to provide handy utilities for performing different grid operations on selected data entries of Fields that are involved at each kernel launch, in which the grid geometry underneath is also taken into account.","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"Followingly, we define a kernel launcher associated with an UniformGrid object, supporting CUDA backend.","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"# Define backend and geometry\narch = Arch(CUDABackend())\ngrid = UniformGrid(arch; origin=(-1, -1), extent=(2, 2), dims=(126, 126))\n\n# Define launcher\nlaunch = Launcher(arch, grid)","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"We also have two kernel functions compute_q! and update_C! defined, which shall update the fields q and C using grid operators (see section Grid Operators) ∂x, ∂y, divg that are anchored on some grid g accordingly.","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"@kernel inbounds = true function compute_q!(q, C, χ, g::StructuredGrid, O)\n I = @index(Global, Cartesian)\n I = I + O\n q.x[I] = -χ * ∂x(C, g, I)\n q.y[I] = -χ * ∂y(C, g, I)\nend\n\n@kernel inbounds = true function update_C!(C, q, Δt, g::StructuredGrid, O)\n I = @index(Global, Cartesian)\n I = I + O\n C[I] -= Δt * divg(q, g, I)\nend","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"To spawn the kernel, we invoke the launcher using the launch function to perform the field update at each physical timestep, and specify desired boundary conditions for involved fields in the kernel.","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"# Define physics, numerics, geometry ...\nfor it in 1:nt\n # without boundary conditions\n launch(arch, grid, compute_q! => (q, C, χ, grid))\n\n # with Neumann boundary conditions and MPI exchange\n launch(arch, grid, update_C! => (C, q, Δt, grid); bc=batch(grid, C => Neumann(); exchange=C))\nend","category":"page"},{"location":"concepts/grid_operators/#Grid-Operators","page":"Grid Operators","title":"Grid Operators","text":"","category":"section"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"Chmy.jl currently supports various finite difference operators for fields defined in Cartesian coordinates. The table below summarizes the most common usage of grid operators, with the grid g::StructuredGrid and index I = @index(Global, Cartesian) defined and P = Field(backend, grid, location) is some field defined on the grid g.","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"Mathematical Formulation Code\nfracpartialpartial x P ∂x(P, g, I)\nfracpartialpartial y P ∂y(P, g, I)\nfracpartialpartial z P ∂z(P, g, I)\nnabla P divg(P, g, I)","category":"page"},{"location":"concepts/grid_operators/#Computing-the-Divergence-of-a-Vector-Field","page":"Grid Operators","title":"Computing the Divergence of a Vector Field","text":"","category":"section"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"To illustrate the usage of grid operators, we compute the divergence of an vector field V using the divg function. We first allocate memory for required fields.","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"V = VectorField(backend, grid)\n∇V = Field(backend, grid, Center())\n# use set! to set up the initial vector field...","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"The kernel that computes the divergence needs to have the grid information passed as for other finite difference operators.","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"@kernel inbounds = true function update_∇!(V, ∇V, g::StructuredGrid, O)\n I = @index(Global, Cartesian)\n I = I + O\n ∇V[I] = divg(V, g, I)\nend","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"The kernel can then be launched when required as we detailed in section Kernels.","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"launch(arch, grid, update_∇! => (V, ∇V, grid))","category":"page"},{"location":"concepts/grid_operators/#Masking","page":"Grid Operators","title":"Masking","text":"","category":"section"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"Masking allows selectively applying operations only where needed, allowing more flexible control over the grid operators and improving performance. Thus, by providing masked grid operators, we enable more flexible control over the domain on which the grid operators should be applied.","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"In the following example, we first define a mask ω on the 2D StructuredGrid. Then we specify to not mask the center area of all Vx, Vy nodes (accessible through ω.vc, ω.cv) on the staggered grid.","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"# define the mask\nω = FieldMask2D(arch, grid) # with backend and grid geometry defined\n\n# define the initial inclusion\nr = 2.0\ninit_inclusion = (x,y) -> ifelse(x^2 + y^2 < r^2, 1.0, 0.0)\n\n# mask all other entries other than the initial inclusion\nset!(ω.vc, grid, init_inclusion)\nset!(ω.cv, grid, init_inclusion)","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"We can then pass the mask to other grid operators when applying them within the kernel. When computing masked derivatives, a mask being the subtype of AbstractMask is premultiplied at the corresponding grid location for each operand:","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"@kernel function update_strain_rate!(ε̇, V, ω::AbstractMask, g::StructuredGrid, O)\n I = @index(Global, Cartesian)\n I = I + O\n # with masks ω\n ε̇.xx[I] = ∂x(V.x, ω, g, I)\n ε̇.yy[I] = ∂y(V.y, ω, g, I)\n ε̇.xy[I] = 0.5 * (∂y(V.x, ω, g, I) + ∂x(V.y, ω, g, I))\nend","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"The kernel can be launched as follows, with some launcher defined using launch = Launcher(arch, grid):","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"# define fields\nε̇ = TensorField(backend, grid)\nV = VectorField(backend, grid)\n\n# launch kernel\nlaunch(arch, grid, update_strain_rate! => (ε̇, V, ω, grid))","category":"page"},{"location":"concepts/grid_operators/#Interpolation","page":"Grid Operators","title":"Interpolation","text":"","category":"section"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"Chmy.jl provides an interface itp which interpolates the field f from its location to the specified location to using the given interpolation rule r. The indices specify the position within the grid at location to:","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"itp(f, to, r, grid, I...)","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"Currently implemented interpolation rules are:","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"Linear() which implements rule(t, v0, v1) = v0 + t * (v1 - v0);\nHarmonicLinear() which implements rule(t, v0, v1) = 1/(1/v0 + t * (1/v1 - 1/v0)).","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"Both rules are exposed as convenience wrapper functions lerp and hlerp, using Linear() and HarmonicLinear() rules, respectively:","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"lerp(f, to, grid, I...) # implements itp(f, to, Linear(), grid, I...)\nhlerp(f, to, grid, I...) # implements itp(f, to, HarmonicLinear(), grid, I...)","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"In the following example, we use the linear interpolation wrapper lerp when interpolating nodal values of the density field ρ, defined on cell centres, i.e. having the location (Center(), Center()) to ρx and ρy, defined on cell interfaces in the x- and y- direction, respectively.","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"# define density ρ on cell centres\nρ = Field(backend, grid, Center())\nρ0 = 3.0; set!(ρ, ρ0)\n\n# allocate memory for density on cell interfaces\nρx = Field(backend, grid, (Vertex(), Center()))\nρy = Field(backend, grid, (Center(), Vertex()))","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"The kernel interpolate_ρ! performs the actual interpolation and requires the grid information passed by g.","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"@kernel function interpolate_ρ!(ρ, ρx, ρy, g::StructuredGrid, O)\n I = @index(Global, Cartesian)\n I = I + O\n # interpolate from cell centres to cell interfaces\n ρx = lerp(ρ, location(ρx), g, I)\n ρy = lerp(ρ, location(ρy), g, I)\nend","category":"page"},{"location":"examples/overview/#Examples-Overview","page":"Examples Overview","title":"Examples Overview","text":"","category":"section"},{"location":"examples/overview/","page":"Examples Overview","title":"Examples Overview","text":"This page provides an overview of Chmy.jl examples. These selected examples demonstrate how Chmy.jl can be used to solve various numerical problems using architecture-agnostic kernels both on a single-device and in a distributed way.","category":"page"},{"location":"examples/overview/#Table-of-Contents","page":"Examples Overview","title":"Table of Contents","text":"","category":"section"},{"location":"examples/overview/","page":"Examples Overview","title":"Examples Overview","text":"Example Description\nDiffusion 2D Solving the 2D diffusion equation on a uniform grid.\nDiffusion 2D with MPI Solving the 2D diffusion equation on a uniform grid and distributed parallelisation using MPI.\nSingle-Device Performance Optimisation Revisiting the 2D diffusion problem with focus on performance optimisation techniques on a single-device architecture.\nStokes 2D with MPI Solving the 2D Stokes equation with thermal coupling on a uniform grid.\nStokes 3D with MPI Solving the 3D Stokes equation with thermal coupling on a uniform grid and distributed parallelisation using MPI.\nDiffusion 1D with Metal Solving the 1D diffusion equation using the Metal backend and single precision (Float32) on a uniform grid.\n2D Grid Visualization Visualization of a 2D StructuredGrid.\n3D Grid Visualization Visualization of a 3D StructuredGrid.","category":"page"},{"location":"concepts/architectures/#Architectures","page":"Architectures","title":"Architectures","text":"","category":"section"},{"location":"concepts/architectures/#Backend-Selection-and-Architecture-Initialization","page":"Architectures","title":"Backend Selection & Architecture Initialization","text":"","category":"section"},{"location":"concepts/architectures/","page":"Architectures","title":"Architectures","text":"Chmy.jl supports CPUs, as well as CUDA, ROC and Metal backends for Nvidia, AMD and Apple M-series GPUs through a thin wrapper around the KernelAbstractions.jl for users to select desirable backends. For distributed usage of Chmy.jl see the concept documentation on Distributed.","category":"page"},{"location":"concepts/architectures/","page":"Architectures","title":"Architectures","text":"# Default with CPU\narch = Arch(CPU())","category":"page"},{"location":"concepts/architectures/","page":"Architectures","title":"Architectures","text":"using CUDA\n\narch = Arch(CUDABackend())","category":"page"},{"location":"concepts/architectures/","page":"Architectures","title":"Architectures","text":"using AMDGPU\n\narch = Arch(ROCBackend())","category":"page"},{"location":"concepts/architectures/","page":"Architectures","title":"Architectures","text":"using Metal\n\narch = Arch(MetalBackend())","category":"page"},{"location":"concepts/architectures/","page":"Architectures","title":"Architectures","text":"At the beginning of program, one may specify the backend and initialise the architecture they desire to use. The initialised arch variable will be required explicitly at creation of some objects such as grids and kernel launchers.","category":"page"},{"location":"concepts/architectures/#Specifying-the-device-ID-and-stream-priority","page":"Architectures","title":"Specifying the device ID and stream priority","text":"","category":"section"},{"location":"concepts/architectures/","page":"Architectures","title":"Architectures","text":"On systems with multiple GPUs, passing the keyword argument device_id to the Arch constructor will select and set the selected device as a current device.","category":"page"},{"location":"concepts/architectures/","page":"Architectures","title":"Architectures","text":"For advanced users, we provide a function activate!(arch; priority) for specifying the stream priority owned by the task one is executing. The stream priority will be set to :normal by default, where :low and :high are also possible options given that the target backend has priority control over streams implemented.","category":"page"},{"location":"using_chmy_with_mpi/#Using-Chmy.jl-with-MPI","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"","category":"section"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"This tutorial dives into the Distributed module in Chmy.jl To show how to run a code on multiple processes in a typical HPC cluster setup. We start from the diffusion_2d.jl code from the Getting Started with Chmy.jl section.","category":"page"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"warning: Experience with HPC Clusters Assumed\nIn this tutorial, we assume users to be familiar with HPC clusters and the basic concepts of distributed computing. If you find anything conceptually difficult to start with, have a look at the concept documentation on the Distributed module.","category":"page"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"We need to make the following changes to our code to enable MPI support, in which we:","category":"page"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"initialise MPI environment & specify distributed architecture\nredefine geometry\navoid redundant I/O operations\ndata gathering for visualisation\nfinalise MPI Environment","category":"page"},{"location":"using_chmy_with_mpi/#Initialise-MPI-and-Specify-Distributed-Architecture","page":"Using Chmy.jl with MPI","title":"Initialise MPI & Specify Distributed Architecture","text":"","category":"section"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"The first step is to load the MPI.jl module and initialise MPI with MPI.Init() at the beginning of the program.","category":"page"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"using MPI\nMPI.Init()","category":"page"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"To make the Architecture object aware of MPI topology, the user can pass an MPI communicator object (here MPI.COMM_WORLD) and dimensions of the Cartesian topology to the Arch constructor as the last argument. Passing zeros will automatically spread the dimensions to be as close as possible to each other, see MPI.jl documentation for details.","category":"page"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"arch = Arch(backend, MPI.COMM_WORLD, (0, 0))\ntopo = topology(arch)\nme = global_rank(topo)","category":"page"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"The global_rank() function provides a convenient method for users to retrieve the unique process ID (global rank) from the current MPI communicator. This unique ID, stored in me, is utilised to assign process-specific tasks, such as I/O operations.","category":"page"},{"location":"using_chmy_with_mpi/#Redefine-Geometry","page":"Using Chmy.jl with MPI","title":"Redefine Geometry","text":"","category":"section"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"In the original single-node setup, we defined a global grid that covered the entire computational domain.","category":"page"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"@views function main(backend=CPU(); nxy=(126, 126))\n # Before: geometry\n grid = UniformGrid(arch; origin=(-2, -2), extent=(4, 4), dims=nxy)\n launch = Launcher(arch, grid)\n\n # ...\nend\n\nmain(; nxy=(128, 128) .- 2)","category":"page"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"In Chmy.jl, the grid constructor (here UniformGrid) always takes the dimensions dims of the global grid as input argument and returns the local grid object. For single-device architecture (no MPI) the local grid is equivalent to the global grid given that a single process performs the computations on the global domain. For distributed architecture, dims still takes as input the global grid dimension but returns the local portion of the grid corresponding to each MPI rank.","category":"page"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"Following a GPU-centric approach, we want here to control the local dimension of the grid, nxy_l hereafter, to ensure optimal execution on a single GPU. We thus need to reconstruct the global grid dimensions dims_g based on the MPI topology and the local grid dimensions dims_l:","category":"page"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"@views function main(backend=CPU(); nxy_l=(126, 126))\n # After: geometry\n dims_l = nxy_l\n dims_g = dims_l .* dims(topo)\n nx, ny = dims_g\n grid = UniformGrid(arch; origin=(-2, -2), extent=(4, 4), dims=dims_g)\n launch = Launcher(arch, grid, outer_width=(16, 8))\n\n # ...\nend\n\nmain(; nxy_l=(128, 128) .- 2)","category":"page"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"Here, dims_g represents the global dimensions of the grid, which is obtained by multiplying the local grid dimensions dims_l by the MPI topology dimensions. The outer_width parameter specifies the number of grid points that constitute the boundary region of each local grid. This approach is used to perform asynchronous computations on each local domain and to overlap boundary conditions computations (including MPI communication) with inner point computations. This allows to hide MPI communication latency overlapping communication and computations.","category":"page"},{"location":"using_chmy_with_mpi/#Avoid-Redundant-I/O-Operations","page":"Using Chmy.jl with MPI","title":"Avoid Redundant I/O Operations","text":"","category":"section"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"Previously, for a single process, we can simply print out any information during the code execution, whether it is the value of some physical properties that we want to monitor about or the current number of iterations during the simulation.","category":"page"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"# Before: prints out current no. iteration on a single node\n@printf(\"it = %d/%d \\n\", it, nt)","category":"page"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"In a distributed setup, on the other hand, all MPI processes execute the same code and would have displayed the same line with this statement. In order to prevent this redundancy, we utilise the unique process ID to determine whether the process that is currently running is the one that we have assigned to handle the I/O task.","category":"page"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"# After: specifying only process with ID == 0 to perform I/O operations\n(me==0) && @printf(\"it = %d/%d \\n\", it, nt)","category":"page"},{"location":"using_chmy_with_mpi/#Data-Gathering-for-Visualisation","page":"Using Chmy.jl with MPI","title":"Data Gathering for Visualisation","text":"","category":"section"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"Not addressing parallel I/O here, we want to visualise the field C. With MPI we've split up C across various distributed processes. Each process handles a portion of the computation, leading to the necessity of data gathering for visualisation. Let us define a global array C_v on the \"master\" MPI process with unique process ID equals zero (me==0) that should gather all data from other MPI processes to later perform visualisation. Note the the global size of C_v being interior(C)) .* dims(topo).","category":"page"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"C_v = (me==0) ? KernelAbstractions.zeros(CPU(), Float64, size(interior(C)) .* dims(topo)) : nothing","category":"page"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"We use gather!(arch, C_v, C) to explicitly perform a data synchronisation and collect local values of C that are decomposed into different arrays stored in the memory space of other MPI processes. And similar to the @printf example above, only our master MPI process performs the visualisation.","category":"page"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"# Before: local postprocess\n# plt[3] = interior(C) |> Array\n# ax.title = \"it = $nt\"\n# display(fig)\n# save(\"out$me.png\", fig)\n\n# After: global postprocess\ngather!(arch, C_v, C)\nif me == 0\n fig = Figure(; size=(400, 320))\n ax = Axis(fig[1, 1]; aspect=DataAspect(), xlabel=\"x\", ylabel=\"y\", title=\"it = 0\")\n plt = heatmap!(ax, C_v; colormap=:turbo)\n Colorbar(fig[1, 2], plt)\n save(\"out_gather_$nx.png\", fig)\nend","category":"page"},{"location":"using_chmy_with_mpi/#Finalise-MPI","page":"Using Chmy.jl with MPI","title":"Finalise MPI","text":"","category":"section"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"At the very end of the program, we need to call MPI.Finalize() to clean up the MPI state.","category":"page"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"MPI.Finalize()","category":"page"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"note: MPI finalisation\nRunning a Julia MPI code on a single process within the REPL (for e.g. development purpose) will require to terminate the Julia session upon MPI finalisation. Simply omitting MPI.Finalize will allow for repeated execution of the code.","category":"page"},{"location":"using_chmy_with_mpi/#Run-the-simulation-on-an-MPI-parallel-machine","page":"Using Chmy.jl with MPI","title":"Run the simulation on an MPI-parallel machine","text":"","category":"section"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"If you want to run this on multiple MPI processes, you will need to setup the MPI.jl package, such that mpiexecjl is created on the command line. You can then run it on, e.g., 4 MPI ranks (processes) with:","category":"page"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"mpiexecjl -n 4 --project=. julia diffusion_2d_mpi.jl","category":"page"},{"location":"using_chmy_with_mpi/","page":"Using Chmy.jl with MPI","title":"Using Chmy.jl with MPI","text":"Note that we need not to do any changes for defining or launching kernels, as they are already MPI-compatible and need no further modification. The full code of the tutorial material is available under diffusion_2d_mpi.jl.","category":"page"},{"location":"lib/modules/#Modules","page":"Modules","title":"Modules","text":"","category":"section"},{"location":"lib/modules/#Grids","page":"Modules","title":"Grids","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Grids]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Grids.AbstractAxis","page":"Modules","title":"Chmy.Grids.AbstractAxis","text":"abstract type AbstractAxis{T}\n\nAbstract type representing an axis in a grid, where the axis is parameterized by the type T of the coordinates.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Grids.Center","page":"Modules","title":"Chmy.Grids.Center","text":"struct Center <: Location\n\nThe Center struct represents a location at the center along a dimension of a grid cell.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Grids.Connectivity","page":"Modules","title":"Chmy.Grids.Connectivity","text":"abstract type Connectivity\n\nAbstract type representing the connectivity of grid elements.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Grids.Location","page":"Modules","title":"Chmy.Grids.Location","text":"abstract type Location\n\nAbstract type representing a location in a grid cell.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Grids.StructuredGrid","page":"Modules","title":"Chmy.Grids.StructuredGrid","text":"StructuredGrid\n\nRepresents a structured grid with orthogonal axes.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Grids.UniformGrid-Union{Tuple{Chmy.Architectures.Architecture}, Tuple{N}} where N","page":"Modules","title":"Chmy.Grids.UniformGrid","text":"UniformGrid(arch; origin, extent, dims, topology=nothing)\n\nConstructs a uniform grid with specified origin, extent, dimensions, and topology.\n\nArguments\n\narch::Architecture: The associated architecture.\norigin::NTuple{N,Number}: The origin of the grid.\nextent::NTuple{N,Number}: The extent of the grid.\ndims::NTuple{N,Integer}: The dimensions of the grid.\ntopology=nothing: The topology of the grid. If not provided, a default Bounded topology is used.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.Vertex","page":"Modules","title":"Chmy.Grids.Vertex","text":"struct Vertex <: Location\n\nThe Vertex struct represents a location at the vertex along a dimension of a grid cell.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Grids.axes_names-Tuple{Chmy.Grids.StructuredGrid{1}}","page":"Modules","title":"Chmy.Grids.axes_names","text":"axes_names(::SG{1})\n\nReturns the names of the axes for a 1-dimensional structured grid.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.axes_names-Tuple{Chmy.Grids.StructuredGrid{2}}","page":"Modules","title":"Chmy.Grids.axes_names","text":"axes_names(::SG{2})\n\nReturns the names of the axes for a 2-dimensional structured grid.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.axes_names-Tuple{Chmy.Grids.StructuredGrid{3}}","page":"Modules","title":"Chmy.Grids.axes_names","text":"axes_names(::SG{3})\n\nReturns the names of the axes for a 3-dimensional structured grid.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.axis-Union{Tuple{dim}, Tuple{Chmy.Grids.StructuredGrid, Dim{dim}}} where dim","page":"Modules","title":"Chmy.Grids.axis","text":"axis(grid, dim::Dim)\n\nReturn the axis corresponding to the spatial dimension dim.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.bounds-Union{Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N}, Union{NTuple{N, Chmy.Grids.Location}, Chmy.Grids.Location}}} where N","page":"Modules","title":"Chmy.Grids.bounds","text":"bounds(grid, loc, [dim::Dim])\n\nReturn the bounds of a structured grid at the specified location(s).\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.connectivity-Union{Tuple{S}, Tuple{D}, Tuple{C}, Tuple{T}, Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N, T, C}, Dim{D}, Side{S}}} where {N, T, C, D, S}","page":"Modules","title":"Chmy.Grids.connectivity","text":"connectivity(grid, dim::Dim, side::Side)\n\nReturn the connectivity of the structured grid grid for the given dimension dim and side side.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.coord-Union{Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N}, Chmy.Grids.Location, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.Grids.coord","text":"coord(grid, loc, I...)\n\nReturn a tuple of spatial coordinates of a grid point at location loc and indices I.\n\nFor vertex locations, first grid point is at the origin. For center locations, first grid point at half-spacing distance from the origin.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.extent-Union{Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N}, Union{NTuple{N, Chmy.Grids.Location}, Chmy.Grids.Location}}} where N","page":"Modules","title":"Chmy.Grids.extent","text":"extent(grid, loc, [dim::Dim])\n\nReturn the extent of a structured grid at the specified location(s).\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.inv_spacing-Union{Tuple{Chmy.Grids.UniformGrid{N}}, Tuple{N}} where N","page":"Modules","title":"Chmy.Grids.inv_spacing","text":"inv_spacing(grid::UniformGrid)\n\nReturn a tuple of inverse grid spacing for a uniform grid grid.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.inv_spacing-Union{Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N}, Chmy.Grids.Location, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.Grids.inv_spacing","text":"inv_spacing(grid, loc, I...)\n\nReturn a tuple of inverse grid spacings at location loc and indices I.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.inv_volume-Union{Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N}, NTuple{N, Chmy.Grids.Location}, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.Grids.inv_volume","text":"inv_volume(grid, loc, I...)\n\nReturn the inverse of control volume at location loc and indices I.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.iΔ","page":"Modules","title":"Chmy.Grids.iΔ","text":"iΔ\n\nAlias for the inv_spacing method that returns the reciprocal of the spacing between grid points.\n\n\n\n\n\n","category":"function"},{"location":"lib/modules/#Chmy.Grids.origin-Union{Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N}, Union{NTuple{N, Chmy.Grids.Location}, Chmy.Grids.Location}}} where N","page":"Modules","title":"Chmy.Grids.origin","text":"origin(grid, loc, [dim::Dim])\n\nReturn the origin of a structured grid at the specified location(s).\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.spacing-Union{Tuple{Chmy.Grids.UniformGrid{N}}, Tuple{N}} where N","page":"Modules","title":"Chmy.Grids.spacing","text":"spacing(grid::UniformGrid)\n\nReturn a tuple of grid spacing for a uniform grid grid.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.spacing-Union{Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N}, Chmy.Grids.Location, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.Grids.spacing","text":"spacing(grid, loc, I...)\n\nReturn a tuple of grid spacings at location loc and indices I.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.volume-Union{Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N}, NTuple{N, Chmy.Grids.Location}, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.Grids.volume","text":"volume(grid, loc, I...)\n\nReturn the control volume at location loc and indices I.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.Δ","page":"Modules","title":"Chmy.Grids.Δ","text":"Δ\n\nAlias for the spacing method that returns the spacing between grid points.\n\n\n\n\n\n","category":"function"},{"location":"lib/modules/#Architectures","page":"Modules","title":"Architectures","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Architectures]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Architectures.Architecture","page":"Modules","title":"Chmy.Architectures.Architecture","text":"Architecture\n\nAbstract type representing an architecture.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Architectures.SingleDeviceArchitecture","page":"Modules","title":"Chmy.Architectures.SingleDeviceArchitecture","text":"SingleDeviceArchitecture <: Architecture\n\nA struct representing an architecture that operates on a single CPU or GPU device.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Architectures.SingleDeviceArchitecture-Tuple{Chmy.Architectures.Architecture}","page":"Modules","title":"Chmy.Architectures.SingleDeviceArchitecture","text":"SingleDeviceArchitecture(arch::Architecture)\n\nCreate a SingleDeviceArchitecture object retrieving backend and device from arch.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.Arch-Tuple{KernelAbstractions.Backend}","page":"Modules","title":"Chmy.Architectures.Arch","text":"Arch(backend::Backend; device_id::Integer=1)\n\nCreate an architecture object for the specified backend and device.\n\nArguments\n\nbackend: The backend to use for computation.\ndevice_id=1: The ID of the device to use.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.activate!-Tuple{Chmy.Architectures.SingleDeviceArchitecture}","page":"Modules","title":"Chmy.Architectures.activate!","text":"activate!(arch::SingleDeviceArchitecture; priority=:normal)\n\nActivate the given architecture on the specified device and set the priority of the backend. For the priority accepted values are :normal, :low and :high.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.get_backend-Tuple{Chmy.Architectures.SingleDeviceArchitecture}","page":"Modules","title":"Chmy.Architectures.get_backend","text":"get_backend(arch::SingleDeviceArchitecture)\n\nGet the backend associated with a SingleDeviceArchitecture.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.get_device-Tuple{Chmy.Architectures.SingleDeviceArchitecture}","page":"Modules","title":"Chmy.Architectures.get_device","text":"get_device(arch::SingleDeviceArchitecture)\n\nGet the device associated with a SingleDeviceArchitecture.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Fields","page":"Modules","title":"Fields","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Fields]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Fields.AbstractField","page":"Modules","title":"Chmy.Fields.AbstractField","text":"abstract type AbstractField{T,N,L} <: AbstractArray{T,N}\n\nAbstract type representing a field with data type T, number of dimensions N, location L where the field should be defined on.\n\nSee also: abstract type ConstantField\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.ConstantField","page":"Modules","title":"Chmy.Fields.ConstantField","text":"Scalar field with a constant value\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.Field","page":"Modules","title":"Chmy.Fields.Field","text":"struct Field{T,N,L,H,A} <: AbstractField{T,N,L}\n\nField represents a discrete scalar field with specified type, number of dimensions, location, and halo size.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.Field-Tuple{Chmy.Architectures.Architecture, Vararg{Any}}","page":"Modules","title":"Chmy.Fields.Field","text":"Field(arch::Architecture, args...; kwargs...)\n\nCreate a Field object on the specified architecture.\n\nArguments:\n\narch::Architecture: The architecture for which to create the Field.\nargs...: Additional positional arguments to pass to the Field constructor.\nkwargs...: Additional keyword arguments to pass to the Field constructor.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Fields.Field-Union{Tuple{N}, Tuple{KernelAbstractions.Backend, Chmy.Grids.StructuredGrid{N}, Union{NTuple{N, Chmy.Grids.Location}, Chmy.Grids.Location}}, Tuple{KernelAbstractions.Backend, Chmy.Grids.StructuredGrid{N}, Union{NTuple{N, Chmy.Grids.Location}, Chmy.Grids.Location}, Any}} where N","page":"Modules","title":"Chmy.Fields.Field","text":"Field(backend, grid, loc, type=eltype(grid); halo=1)\n\nConstructs a field on a structured grid at the specified location.\n\nArguments:\n\nbackend: The backend to use for memory allocation.\ngrid: The structured grid on which the field is constructed.\nloc: The location or locations on the grid where the field is constructed.\ntype: The element type of the field. Defaults to the element type of the grid.\nhalo: The halo size for the field. Defaults to 1.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Fields.FunctionField","page":"Modules","title":"Chmy.Fields.FunctionField","text":"FunctionField <: AbstractField\n\nContinuous or discrete field with values computed at runtime.\n\nConstructors\n\nFunctionField(func, grid, loc; [discrete], [parameters]): Create a new FunctionField object.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.FunctionField-Union{Tuple{N}, Tuple{F}, Tuple{F, Chmy.Grids.StructuredGrid{N}, Any}} where {F, N}","page":"Modules","title":"Chmy.Fields.FunctionField","text":"FunctionField(func::F, grid::StructuredGrid{N}, loc; discrete=false, parameters=nothing) where {F,N}\n\nCreate a FunctionField on the given grid using the specified function func.\n\nArguments:\n\nfunc::F: The function used to generate the field values.\ngrid::StructuredGrid{N}: The structured grid defining the computational domain.\nloc: The nodal location on the grid grid where the function field is defined on.\ndiscrete::Bool=false: A flag indicating whether the field should be discrete. Defaults to false.\nparameters=nothing: Additional parameters to be used by the function. Defaults to nothing.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Fields.OneField","page":"Modules","title":"Chmy.Fields.OneField","text":"Constant field with values equal to one(T)\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.ValueField","page":"Modules","title":"Chmy.Fields.ValueField","text":"Field with a constant value\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.ZeroField","page":"Modules","title":"Chmy.Fields.ZeroField","text":"Constant field with values equal to zero(T)\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.TensorField-Tuple{KernelAbstractions.Backend, Chmy.Grids.StructuredGrid{2}, Vararg{Any}}","page":"Modules","title":"Chmy.Fields.TensorField","text":"TensorField(backend::Backend, grid::StructuredGrid{2}, args...; kwargs...)\n\nCreate a 2D tensor field in the form of a named tuple on the given grid using the specified backend, with components xx, yy, and xy each being a Field.\n\nArguments:\n\nbackend::Backend: The backend to be used for computation.\ngrid::StructuredGrid{2}: The 2D structured grid defining the computational domain.\nargs...: Additional positional arguments to pass to the Field constructor.\nkwargs...: Additional keyword arguments to pass to the Field constructor.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Fields.TensorField-Tuple{KernelAbstractions.Backend, Chmy.Grids.StructuredGrid{3}, Vararg{Any}}","page":"Modules","title":"Chmy.Fields.TensorField","text":"TensorField(backend::Backend, grid::StructuredGrid{3}, args...; kwargs...)\n\nCreate a 3D tensor field in the form of a named tuple on the given grid using the specified backend, with components xx, yy, zz, xy, xz, and yz each being a Field.\n\nArguments:\n\nbackend::Backend: The backend to be used for computation.\ngrid::StructuredGrid{3}: The 3D structured grid defining the computational domain.\nargs...: Additional positional arguments to pass to the Field constructor.\nkwargs...: Additional keyword arguments to pass to the Field constructor.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Fields.VectorField-Union{Tuple{N}, Tuple{KernelAbstractions.Backend, Chmy.Grids.StructuredGrid{N}, Vararg{Any}}} where N","page":"Modules","title":"Chmy.Fields.VectorField","text":"VectorField(backend::Backend, grid::StructuredGrid{N}, args...; kwargs...) where {N}\n\nCreate a vector field in the form of a NamedTuple on the given grid using the specified backend. With each component being a Field.\n\nArguments:\n\nbackend::Backend: The backend to be used for computation.\ngrid::StructuredGrid{N}: The structured grid defining the computational domain.\nargs...: Additional positional arguments to pass to the Field constructor.\nkwargs...: Additional keyword arguments to pass to the Field constructor.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Fields.interior-Tuple{Chmy.Fields.Field}","page":"Modules","title":"Chmy.Fields.interior","text":"interior(f::Field; with_halo=false)\n\nDisplays the field on the interior of the grid on which it is defined on. One could optionally specify to display the halo regions on the grid with with_halo=true.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Fields.set!-Tuple{Chmy.Fields.Field, AbstractArray}","page":"Modules","title":"Chmy.Fields.set!","text":"set!(f::Field, A::AbstractArray)\n\nSet the elements of the Field f using the values from the AbstractArray A.\n\nArguments:\n\nf::Field: The Field object to be modified.\nA::AbstractArray: The array whose values are to be copied to the Field.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Fields.set!-Tuple{Chmy.Fields.Field, Chmy.Fields.AbstractField}","page":"Modules","title":"Chmy.Fields.set!","text":"set!(f::Field, other::AbstractField)\n\nSet the elements of the Field f using the values from another AbstractField other.\n\nArguments:\n\nf::Field: The destination Field object to be modified.\nother::AbstractField: The source AbstractField whose values are to be copied to f.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Fields.set!-Tuple{Chmy.Fields.Field, Number}","page":"Modules","title":"Chmy.Fields.set!","text":"set!(f::Field, val::Number)\n\nSet all elements of the Field f to the specified numeric value val.\n\nArguments:\n\nf::Field: The Field object to be modified.\nval::Number: The numeric value to set in the Field.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Grid-Operators","page":"Modules","title":"Grid Operators","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.GridOperators]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.GridOperators.AbstractMask","page":"Modules","title":"Chmy.GridOperators.AbstractMask","text":"abstract type AbstractMask{T,N}\n\nAbstract type representing the data transformation to be performed on elements in a field of dimension N, where each element is of typeT.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.GridOperators.InterpolationRule","page":"Modules","title":"Chmy.GridOperators.InterpolationRule","text":"abstract type InterpolationRule\n\nA type representing an interpolation rule that specifies how the interpolant f should be reconstructed using a data set on a given grid.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.GridOperators.hlerp-Union{Tuple{N}, Tuple{Any, Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.hlerp","text":"hlerp(f, to, grid, I...)\n\nInterpolate a field f to location to using harmonic linear interpolation rule.\n\nrule(t, v0, v1) = 1/(1/v0 + t * (1/v1 - 1/v0))\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.itp-Union{Tuple{N}, Tuple{Chmy.Fields.AbstractField, NTuple{N, Chmy.Grids.Location}, Chmy.GridOperators.InterpolationRule, Chmy.Grids.StructuredGrid{N}, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.itp","text":"itp(f, to, r, grid, I...)\n\nInterpolates the field f from its current location to the specified location(s) to using the given interpolation rule r. The indices specify the position within the grid at location(s) to.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.leftx-Union{Tuple{N}, Tuple{Chmy.Fields.AbstractField, Chmy.GridOperators.AbstractMask, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.leftx","text":"leftx(f, ω, I)\n\n\"left side\" of a field ([1:end-1]) in x direction, masked with ω.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.leftx-Union{Tuple{N}, Tuple{Chmy.Fields.AbstractField, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.leftx","text":"leftx(f, I)\n\n\"left side\" of a field ([1:end-1]) in x direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.lefty-Union{Tuple{N}, Tuple{Chmy.Fields.AbstractField, Chmy.GridOperators.AbstractMask, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.lefty","text":"lefty(f, ω, I)\n\n\"left side\" of a field ([1:end-1]) in y direction, masked with ω.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.lefty-Union{Tuple{N}, Tuple{Chmy.Fields.AbstractField, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.lefty","text":"lefty(f, I)\n\n\"left side\" of a field ([1:end-1]) in y direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.leftz-Union{Tuple{N}, Tuple{Chmy.Fields.AbstractField, Chmy.GridOperators.AbstractMask, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.leftz","text":"leftz(f, ω, I)\n\n\"left side\" of a field ([1:end-1]) in z direction, masked with ω.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.leftz-Union{Tuple{N}, Tuple{Chmy.Fields.AbstractField, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.leftz","text":"leftz(f, I)\n\n\"left side\" of a field ([1:end-1]) in z direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.lerp-Union{Tuple{N}, Tuple{Any, Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.lerp","text":"lerp(f, to, grid, I...)\n\nLinearly interpolate values of a field f to location to.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.rightx-Union{Tuple{N}, Tuple{Chmy.Fields.AbstractField, Chmy.GridOperators.AbstractMask, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.rightx","text":"rightx(f, ω, I)\n\n\"right side\" of a field ([2:end]) in x direction, masked with ω.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.rightx-Union{Tuple{N}, Tuple{Chmy.Fields.AbstractField, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.rightx","text":"rightx(f, I)\n\n\"right side\" of a field ([2:end]) in x direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.righty-Union{Tuple{N}, Tuple{Chmy.Fields.AbstractField, Chmy.GridOperators.AbstractMask, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.righty","text":"righty(f, ω, I)\n\n\"right side\" of a field ([2:end]) in y direction, masked with ω.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.righty-Union{Tuple{N}, Tuple{Chmy.Fields.AbstractField, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.righty","text":"righty(f, I)\n\n\"right side\" of a field ([2:end]) in y direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.rightz-Union{Tuple{N}, Tuple{Chmy.Fields.AbstractField, Chmy.GridOperators.AbstractMask, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.rightz","text":"rightz(f, ω, I)\n\n\"right side\" of a field ([2:end]) in z direction, masked with ω.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.rightz-Union{Tuple{N}, Tuple{Chmy.Fields.AbstractField, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.rightz","text":"rightz(f, I)\n\n\"right side\" of a field ([2:end]) in z direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.δx-Union{Tuple{N}, Tuple{Chmy.Fields.AbstractField, Chmy.GridOperators.AbstractMask, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.δx","text":"δx(f, ω, I)\n\nFinite difference in x direction, masked with ω.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.δx-Union{Tuple{N}, Tuple{Chmy.Fields.AbstractField, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.δx","text":"δx(f, I)\n\nFinite difference in x direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.δy-Union{Tuple{N}, Tuple{Chmy.Fields.AbstractField, Chmy.GridOperators.AbstractMask, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.δy","text":"δy(f, ω, I)\n\nFinite difference in y direction, masked with ω.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.δy-Union{Tuple{N}, Tuple{Chmy.Fields.AbstractField, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.δy","text":"δy(f, I)\n\nFinite difference in y direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.δz-Union{Tuple{N}, Tuple{Chmy.Fields.AbstractField, Chmy.GridOperators.AbstractMask, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.δz","text":"δz(f, ω, I)\n\nFinite difference in z direction, masked with ω.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.δz-Union{Tuple{N}, Tuple{Chmy.Fields.AbstractField, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.δz","text":"δz(f, I)\n\nFinite difference in z direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂x-Union{Tuple{N}, Tuple{Chmy.Fields.AbstractField, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂x","text":"∂x(f, grid, I)\n\nDirectional partial derivative in x direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂x-Union{Tuple{N}, Tuple{Chmy.Fields.AbstractField, Chmy.GridOperators.AbstractMask, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂x","text":"∂x(f, ω, grid, I)\n\nDirectional partial derivative in x direction, masked with ω.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂y-Union{Tuple{N}, Tuple{Chmy.Fields.AbstractField, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂y","text":"∂y(f, grid, I)\n\nDirectional partial derivative in y direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂y-Union{Tuple{N}, Tuple{Chmy.Fields.AbstractField, Chmy.GridOperators.AbstractMask, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂y","text":"∂y(f, ω, grid, I)\n\nDirectional partial derivative in y direction, masked with ω.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂z-Union{Tuple{N}, Tuple{Chmy.Fields.AbstractField, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂z","text":"∂z(f, grid, I)\n\nDirectional partial derivative in z direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂z-Union{Tuple{N}, Tuple{Chmy.Fields.AbstractField, Chmy.GridOperators.AbstractMask, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂z","text":"∂z(f, ω, grid, I)\n\nDirectional partial derivative in z direction, masked with ω.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Boundary-Conditions","page":"Modules","title":"Boundary Conditions","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.BoundaryConditions]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.BoundaryConditions.AbstractBatch","page":"Modules","title":"Chmy.BoundaryConditions.AbstractBatch","text":"AbstractBatch\n\nAbstract type representing a batch of boundary conditions.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.BoundaryFunction","page":"Modules","title":"Chmy.BoundaryConditions.BoundaryFunction","text":"abstract type BoundaryFunction{F}\n\nAbstract type for boundary condition functions with function type F.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.Dirichlet","page":"Modules","title":"Chmy.BoundaryConditions.Dirichlet","text":"Dirichlet(value=nothing)\n\nCreate a Dirichlet object representing the Dirichlet boundary condition with the specified value.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.EmptyBatch","page":"Modules","title":"Chmy.BoundaryConditions.EmptyBatch","text":"EmptyBatch <: AbstractBatch\n\nEmptyBatch represents no boundary conditions.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.ExchangeBatch","page":"Modules","title":"Chmy.BoundaryConditions.ExchangeBatch","text":"ExchangeBatch <: AbstractBatch\n\nExchangeBatch represents a batch used for MPI communication.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.FieldBatch","page":"Modules","title":"Chmy.BoundaryConditions.FieldBatch","text":"FieldBatch <: AbstractBatch\n\nFieldBatch is a batch of boundary conditions, where each field has one boundary condition.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.FieldBoundaryCondition","page":"Modules","title":"Chmy.BoundaryConditions.FieldBoundaryCondition","text":"FieldBoundaryCondition\n\nAbstract supertype for all boundary conditions that are specified per-field.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.FirstOrderBC","page":"Modules","title":"Chmy.BoundaryConditions.FirstOrderBC","text":"struct FirstOrderBC{T,Kind} <: FieldBoundaryCondition\n\nA struct representing a boundary condition of first-order accuracy.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.Neumann","page":"Modules","title":"Chmy.BoundaryConditions.Neumann","text":"Neumann(value=nothing)\n\nCreate a Neumann object representing the Neumann boundary condition with the specified value.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.bc!-Union{Tuple{N}, Tuple{Chmy.Architectures.Architecture, Chmy.Grids.StructuredGrid{N}, NTuple{N, Tuple{Chmy.BoundaryConditions.AbstractBatch, Chmy.BoundaryConditions.AbstractBatch}}}} where N","page":"Modules","title":"Chmy.BoundaryConditions.bc!","text":"bc!(arch::Architecture, grid::StructuredGrid, batch::BatchSet)\n\nApply boundary conditions using a batch set batch containing an AbstractBatch per dimension per side of grid.\n\nArguments\n\narch: The architecture.\ngrid: The grid.\nbatch:: The batch set to apply boundary conditions to.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Kernel-launcher","page":"Modules","title":"Kernel launcher","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.KernelLaunch]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.KernelLaunch.Launcher","page":"Modules","title":"Chmy.KernelLaunch.Launcher","text":"struct Launcher{Worksize,OuterWidth,Workers}\n\nA struct representing a launcher for asynchronous kernel execution.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.KernelLaunch.Launcher-Tuple{Any, Any}","page":"Modules","title":"Chmy.KernelLaunch.Launcher","text":"Launcher(arch, grid; outer_width=nothing)\n\nConstructs a Launcher object configured based on the input parameters.\n\nArguments:\n\narch: The associated architecture.\ngrid: The grid defining the computational domain.\nouter_width: Optional parameter specifying outer width.\n\nwarning: Warning\nworksize for the last dimension N takes into account only last outer width W[N], N-1 uses W[N] and W[N-1], N-2 uses W[N], W[N-1], and W[N-2].\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.KernelLaunch.Launcher-Union{Tuple{Args}, Tuple{F}, Tuple{Chmy.Architectures.Architecture, Any, Pair{F, Args}}} where {F, Args}","page":"Modules","title":"Chmy.KernelLaunch.Launcher","text":"(launcher::Launcher)(arch::Architecture, grid, kernel_and_args::Pair{F,Args}; bc=nothing, async=false) where {F,Args}\n\nLaunches a computational kernel using the specified arch, grid, kernel_and_args, and optional boundary conditions (bc).\n\nArguments:\n\narch::Architecture: The architecture on which to execute the computation.\ngrid: The grid defining the computational domain.\nkernel_and_args::Pair{F,Args}: A pair consisting of the computational kernel F and its arguments Args.\nbc=nothing: Optional boundary conditions for the computation.\nasync=false: If true, launches the kernel asynchronously.\n\nwarning: Warning\narch should be compatible with the Launcher's architecture.\nIf bc is nothing, the kernel is launched without boundary conditions.\nIf async is false (default), the function waits for the computation to complete before returning.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Distributed","page":"Modules","title":"Distributed","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Distributed]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Distributed.CartesianTopology","page":"Modules","title":"Chmy.Distributed.CartesianTopology","text":"CartesianTopology\n\nRepresents N-dimensional Cartesian topology of distributed processes.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.CartesianTopology-Union{Tuple{N}, Tuple{MPI.Comm, NTuple{N, Int64}}} where N","page":"Modules","title":"Chmy.Distributed.CartesianTopology","text":"CartesianTopology(comm, dims)\n\nCreate an N-dimensional Cartesian topology using base MPI communicator comm with dimensions dims. If all entries in dims are not equal to 0, the product of dims should be equal to the total number of MPI processes MPI.Comm_size(comm). If any (or all) entries of dims are 0, the dimensions in the corresponding spatial directions will be picked automatically.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.DistributedArchitecture","page":"Modules","title":"Chmy.Distributed.DistributedArchitecture","text":"DistributedArchitecture <: Architecture\n\nA struct representing a distributed architecture.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.StackAllocator","page":"Modules","title":"Chmy.Distributed.StackAllocator","text":"mutable struct StackAllocator\n\nSimple stack (a.k.a. bump/arena) allocator. Maintains an internal buffer that grows dynamically if the requested allocation exceeds current buffer size.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.StackAllocator-Tuple{KernelAbstractions.Backend}","page":"Modules","title":"Chmy.Distributed.StackAllocator","text":"StackAllocator(backend::Backend)\n\nCreate a stack allocator using the specified backend to store allocations.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Base.resize!-Tuple{Chmy.Distributed.StackAllocator, Integer}","page":"Modules","title":"Base.resize!","text":"resize!(sa::StackAllocator, sz::Integer)\n\nResize the StackAllocator's buffer to capacity of sz bytes. This method will throw an error if any arrays were already allocated using this allocator.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.Arch-Tuple{KernelAbstractions.Backend, MPI.Comm, Any}","page":"Modules","title":"Chmy.Architectures.Arch","text":"Architectures.Arch(backend::Backend, comm::MPI.Comm, dims; device_id=nothing)\n\nCreate a distributed Architecture using backend backend and comm. For GPU backends, device will be selected automatically based on a process id within a node, unless specified by device_id.\n\nArguments\n\nbackend::Backend: The backend to use for the architecture.\ncomm::MPI.Comm: The MPI communicator to use for the architecture.\ndims: The dimensions of the architecture.\n\nKeyword Arguments\n\ndevice_id: The ID of the device to use. If not provided, the shared rank of the topology plus one is used.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.activate!-Tuple{Chmy.Distributed.DistributedArchitecture}","page":"Modules","title":"Chmy.Architectures.activate!","text":"activate!(arch::DistributedArchitecture; kwargs...)\n\nActivate the given DistributedArchitecture by delegating to the child architecture, and pass through any keyword arguments. For example, the priority can be set with accepted values being :normal, :low, and :high.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.get_backend-Tuple{Chmy.Distributed.DistributedArchitecture}","page":"Modules","title":"Chmy.Architectures.get_backend","text":"get_backend(arch::DistributedArchitecture)\n\nGet the backend associated with a DistributedArchitecture by delegating to the child architecture.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.get_device-Tuple{Chmy.Distributed.DistributedArchitecture}","page":"Modules","title":"Chmy.Architectures.get_device","text":"get_device(arch::DistributedArchitecture)\n\nGet the device associated with a DistributedArchitecture by delegating to the child architecture.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.BoundaryConditions.bc!-Tuple{Side, Dim, Chmy.Distributed.DistributedArchitecture, Chmy.Grids.StructuredGrid, Chmy.BoundaryConditions.ExchangeBatch}","page":"Modules","title":"Chmy.BoundaryConditions.bc!","text":"BoundaryConditions.bc!(side::Side, dim::Dim,\n arch::DistributedArchitecture,\n grid::StructuredGrid,\n batch::ExchangeBatch; kwargs...)\n\nApply boundary conditions on a distributed grid with halo exchange performed internally.\n\nArguments\n\nside: The side of the grid where the halo exchange is performed.\ndim: The dimension along which the halo exchange is performed.\narch: The distributed architecture used for communication.\ngrid: The structured grid on which the halo exchange is performed.\nbatch: The batch set to apply boundary conditions to.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.allocate","page":"Modules","title":"Chmy.Distributed.allocate","text":"allocate(sa::StackAllocator, T::DataType, dims, [align=sizeof(T)])\n\nAllocate a buffer of type T with dimensions dims using a stack allocator. The align parameter specifies the alignment of the buffer elements.\n\nArguments\n\nsa::StackAllocator: The stack allocator object.\nT::DataType: The data type of the requested allocation.\ndims: The dimensions of the requested allocation.\nalign::Integer: The alignment of the allocated buffer in bytes.\n\nwarning: Warning\nArrays allocated with StackAllocator are not managed by Julia runtime. User is responsible for ensuring correct lifetimes, i.e., that the reference to allocator outlives all arrays allocated using this allocator.\n\n\n\n\n\n","category":"function"},{"location":"lib/modules/#Chmy.Distributed.cart_comm-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.cart_comm","text":"cart_comm(topo)\n\nMPI Cartesian communicator for the topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.cart_coords-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.cart_coords","text":"cart_coords(topo)\n\nCoordinates of a current process within a Cartesian topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.dims-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.dims","text":"dims(topo)\n\nDimensions of the topology as NTuple.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.exchange_halo!-Union{Tuple{K}, Tuple{D}, Tuple{S}, Tuple{Side{S}, Dim{D}, Chmy.Distributed.DistributedArchitecture, Chmy.Grids.StructuredGrid, Vararg{Chmy.Fields.Field, K}}} where {S, D, K}","page":"Modules","title":"Chmy.Distributed.exchange_halo!","text":"exchange_halo!(side::Side, dim::Dim, arch, grid, fields...; async=false)\n\nPerform halo exchange communication between neighboring processes in a distributed architecture.\n\nArguments\n\nside: The side of the grid where the halo exchange is performed.\ndim: The dimension along which the halo exchange is performed.\narch: The distributed architecture used for communication.\ngrid: The structured grid on which the halo exchange is performed.\nfields...: The fields to be exchanged.\n\nOptional Arguments\n\nasync=false: Whether to perform the halo exchange asynchronously.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.exchange_halo!-Union{Tuple{N}, Tuple{Chmy.Distributed.DistributedArchitecture, Chmy.Grids.StructuredGrid{N}, Vararg{Chmy.Fields.Field}}} where N","page":"Modules","title":"Chmy.Distributed.exchange_halo!","text":"exchange_halo!(arch, grid, fields...)\n\nPerform halo exchange for the given architecture, grid, and fields.\n\nArguments\n\narch: The distributed architecture to perform halo exchange on.\ngrid: The structured grid on which halo exchange is performed.\nfields: The fields on which halo exchange is performed.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.gather!-Tuple{Chmy.Distributed.DistributedArchitecture, Any, Chmy.Fields.Field}","page":"Modules","title":"Chmy.Distributed.gather!","text":"gather!(arch, dst, src::Field; kwargs...)\n\nGather the interior of a field src into a global array dst on the CPU.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.gather!-Union{Tuple{N}, Tuple{T}, Tuple{Union{Nothing, AbstractArray{T, N}}, AbstractArray{T, N}, MPI.Comm}} where {T, N}","page":"Modules","title":"Chmy.Distributed.gather!","text":"gather!(dst, src, comm::MPI.Comm; root=0)\n\nGather local array src into a global array dst. Size of the global array size(dst) should be equal to the product of the size of a local array size(src) and the dimensions of a Cartesian communicator comm. The array will be gathered on the process with id root (root=0 by default). Note that the memory for a global array should be allocated only on the process with id root, on other processes dst can be set to nothing.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.global_rank-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.global_rank","text":"global_rank(topo)\n\nGlobal id of a process in a Cartesian topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.global_size-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.global_size","text":"global_size(topo)\n\nTotal number of processes within the topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.has_neighbor-Tuple{Chmy.Distributed.CartesianTopology, Any, Any}","page":"Modules","title":"Chmy.Distributed.has_neighbor","text":"has_neighbor(topo, dim, side)\n\nReturns true if there a neighbor process in spatial direction dim on the side side, or false otherwise.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.nallocs-Tuple{Chmy.Distributed.StackAllocator}","page":"Modules","title":"Chmy.Distributed.nallocs","text":"nallocs(sa::StackAllocator)\n\nGet the number of allocations made by the given StackAllocator.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.neighbor-Tuple{Chmy.Distributed.CartesianTopology, Any, Any}","page":"Modules","title":"Chmy.Distributed.neighbor","text":"neighbor(topo, dim, side)\n\nReturns id of a neighbor process in spatial direction dim on the side side, if this neighbor exists, or MPI.PROC_NULL otherwise.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.neighbors-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.neighbors","text":"neighbors(topo)\n\nNeighbors of a current process.\n\nReturns tuple of ranks of the two immediate neighbors in each spatial direction, or MPI.PROC_NULL if there is no neighbor on a corresponding side.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.node_name-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.node_name","text":"node_name(topo)\n\nName of a node according to MPI.Get_processor_name().\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.node_size-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.node_size","text":"node_size(topo)\n\nNumber of processes sharing the same node.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.reset!-Tuple{Chmy.Distributed.StackAllocator}","page":"Modules","title":"Chmy.Distributed.reset!","text":"reset!(sa::StackAllocator)\n\nReset the stack allocator by resetting the pointer. Doesn't free the internal memory buffer.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.shared_comm-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.shared_comm","text":"shared_comm(topo)\n\nMPI communicator for the processes sharing the same node.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.shared_rank-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.shared_rank","text":"shared_rank(topo)\n\nLocal id of a process within a single node. Can be used to set the GPU device.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.topology-Tuple{Chmy.Distributed.DistributedArchitecture}","page":"Modules","title":"Chmy.Distributed.topology","text":"topology(arch::DistributedArchitecture)\n\nGet the virtual MPI topology of a distributed architecture\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Workers","page":"Modules","title":"Workers","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Workers]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Workers.Worker","page":"Modules","title":"Chmy.Workers.Worker","text":"Worker\n\nA worker that performs tasks asynchronously.\n\nConstructor\n\nWorker{T}(; [setup], [teardown]) where {T}\n\nConstructs a new Worker object.\n\nArguments\n\nsetup: A function to be executed before the worker starts processing tasks. (optional)\nteardown: A function to be executed after the worker finishes processing tasks. (optional)\n\n\n\n\n\n","category":"type"},{"location":"concepts/distributed/#Distributed","page":"Distributed","title":"Distributed","text":"","category":"section"},{"location":"concepts/distributed/","page":"Distributed","title":"Distributed","text":"Task-based parallelism in Chmy.jl is featured by the usage of Threads.@spawn, with an additional layer of a Worker construct for efficiently managing the lifespan of tasks. Note that the task-based parallelism provides a high-level abstraction of program execution not only for shared-memory architecture on a single device, but it can be also extended to hybrid parallelism, consisting of both shared and distributed-memory parallelism. The Distributed module in Chmy.jl allows users to leverage the hybrid parallelism through the power of abstraction.","category":"page"},{"location":"concepts/distributed/","page":"Distributed","title":"Distributed","text":"We will start with some basic background knowledge for understanding the architecture of modern HPC clusters, the underlying memory model and the programming paradigm complied with it.","category":"page"},{"location":"concepts/distributed/#HPC-Cluster-and-Distributed-Memory","page":"Distributed","title":"HPC Cluster & Distributed Memory","text":"","category":"section"},{"location":"concepts/distributed/","page":"Distributed","title":"Distributed","text":"An high-performance computing (HPC) cluster is a collection of many separate servers (computers), called nodes, which are connected via a fast interconnect. Each node manages its own private memory. Such system with interconnected nodes, without having access to memory of any other node, features the distributed memory model. The underlying fast interconnect (e.g. InfiniBand), that physically connects the nodes in the network via specialised hardware, can transfer the data from one node to another in an extremely efficient manner.","category":"page"},{"location":"concepts/distributed/","page":"Distributed","title":"Distributed","text":"
\n \n
","category":"page"},{"location":"concepts/distributed/","page":"Distributed","title":"Distributed","text":"By using the fast interconnect, processes across different nodes can communicate with each other through the exchange of messages in a high-throughput, low-latency fashion. The syntax and semantics of how message passing should proceed through such network is defined by a standard called the Message-Passing Interface (MPI), and there are different libraries that implement the standard, resulting in a wide range of choice (MPICH, Open MPI, MVAPICH etc.) for users. MPI.jl package provides a high-level API for Julia users to call library routines of an implementation of user's choice.","category":"page"},{"location":"concepts/distributed/","page":"Distributed","title":"Distributed","text":"info: Message-Passing Interface (MPI) is a General Specification\nIn general, implementations based on MPI standard can be used for a great variety of computers, not just on HPC clusters, as long as these computers are connected by a communication network.","category":"page"},{"location":"concepts/distributed/#Distributed-Architecture","page":"Distributed","title":"Distributed Architecture","text":"","category":"section"},{"location":"concepts/distributed/","page":"Distributed","title":"Distributed","text":"Expanding upon our understanding of message passing in HPC clusters, we now turn our focus to its application within GPU-enhanced environments in Chmy.jl. Our distributed architecture builds upon the abstraction of having GPU clusters that build on the same GPU architecture. Note that in general, GPU clusters may be equipped with hardware from different vendors, incorporating different types of GPUs to exploit their unique capabilities for specific tasks.","category":"page"},{"location":"concepts/distributed/","page":"Distributed","title":"Distributed","text":"warning: GPU-Aware MPI Required for Distributed Module on GPU backend\nThe Distributed module currently only supports GPU-aware MPI when a GPU backend is selected for multi-GPU computations. For the Distributed module to function properly, any GPU-aware MPI library installation shall be used. Otherwise, a segmentation fault will occur.","category":"page"},{"location":"getting_started/#Getting-Started-with-Chmy.jl","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"","category":"section"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"Chmy.jl is a backend-agnostic toolkit for finite difference computations on multi-dimensional computational staggered grids. In this introductory tutorial, we showcase the essence of Chmy.jl by solving a simple 2D diffusion problem. The full code of the tutorial material is available under diffusion_2d.jl.","category":"page"},{"location":"getting_started/#Basic-Diffusion","page":"Getting Started with Chmy.jl","title":"Basic Diffusion","text":"","category":"section"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"The diffusion equation is a second order parabolic PDE, here for a multivariable function C(xyt) that represents the field being diffused (such as the temperature or the concentration of a chemical component in a solution) showing derivatives in both temporal partial t and spatial partial x dimensions, where chi is the diffusion coefficient. In 2D we have the following formulation for the diffusion process:","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"beginequation\nfracpartial Cpartial t = chi left( fracpartial^2 Cpartial x^2 + fracpartial^2 Cpartial y^2 right)\nendequation","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"Introducing the diffusion flux q, we can rewrite equation (1) as a system of two PDEs, consisting of equations (2) and (3).","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"beginequation\nboldsymbolq = -chi nabla C\nendequation","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"beginequation\nfracpartial Cpartial t = - nabla cdot boldsymbolq\nendequation","category":"page"},{"location":"getting_started/#Boundary-Conditions","page":"Getting Started with Chmy.jl","title":"Boundary Conditions","text":"","category":"section"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"Generally, partial differential equations (PDEs) require initial or boundary conditions to ensure a unique and stable solution. For the field C, a Neumann boundary condition is given by:","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"beginequation\nfracpartial Cpartial boldsymboln = g(x y t)\nendequation","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"where fracpartial Cpartial boldsymboln is the derivative of C normal to the boundary, and g(x y t) is a given function. In this tutorial example, we consider a homogeneous Neumann boundary condition, g(x y t) = 0, which implies that there is no flux across the boundary.","category":"page"},{"location":"getting_started/#Using-Chmy.jl-for-Backend-Portable-Implementation","page":"Getting Started with Chmy.jl","title":"Using Chmy.jl for Backend Portable Implementation","text":"","category":"section"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"As the first step, we need to load the main module and any necessary submodules of Chmy.jl. Moreover, we use KernelAbstractions.jl for writing backend-agnostic kernels that are compatible with Chmy.jl.","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"using Chmy, Chmy.Architectures, Chmy.Grids, Chmy.Fields, Chmy.BoundaryConditions, Chmy.GridOperators, Chmy.KernelLaunch\nusing KernelAbstractions # for backend-agnostic kernels\nusing Printf, CairoMakie # for I/O and plotting\n# using CUDA\n# using AMDGPU\n# using Metal","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"In this introductory tutorial, we will use the CPU backend for simplicity:","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"backend = CPU()\narch = Arch(backend)","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"If a different backend is desired, one needs to load the relevant package accordingly. For example, if Nvidia or AMD GPUs are available, one can comment out using CUDA, using AMDGPU or using Metal and make sure to use arch = Arch(CUDABackend()), arch = Arch(ROCBackend()) or arch = Arch(MetalBackend()), respectively, when selecting the architecture. For further information about executing on a single-device or multi-device architecture, see the documentation section for Architectures.","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"warning: Metal backend\nMetal backend restricts floating point arithmetic precision of computations to Float32 or lower. In Chmy, this can be achieved by initialising the grid object using Float32 (f0) elements in the origin and extent tuples.","category":"page"},{"location":"getting_started/#Writing-and-Launch-Compute-Kernels","page":"Getting Started with Chmy.jl","title":"Writing & Launch Compute Kernels","text":"","category":"section"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"We want to solve the system of equations (2) & (3) numerically. We will use the explicit forward Euler method for temporal discretization and finite-differences for spatial discretization. Accordingly, the kernels for performing the arithmetic operations for each time step can be defined as follows:","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"@kernel inbounds = true function compute_q!(q, C, χ, g::StructuredGrid, O)\n I = @index(Global, Cartesian)\n I = I + O\n q.x[I] = -χ * ∂x(C, g, I)\n q.y[I] = -χ * ∂y(C, g, I)\nend","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"@kernel inbounds = true function update_C!(C, q, Δt, g::StructuredGrid, O)\n I = @index(Global, Cartesian)\n I = I + O\n C[I] -= Δt * divg(q, g, I)\nend","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"note: Non-Cartesian indices\nBesides using Cartesian indices, more standard indexing works as well, using NTuple. For example, update_C! will become:@kernel inbounds = true function update_C!(C, q, Δt, g::StructuredGrid, O)\n ix, iy = @index(Global, NTuple)\n (ix, iy) = (ix, iy) + O\n C[ix, iy] -= Δt * divg(q, g, ix, iy)\nendwhere the dimensions could be abstracted by splatting the returned index (I...):@kernel inbounds = true function update_C!(C, q, Δt, g::StructuredGrid, O)\n I = @index(Global, NTuple)\n I = I + O\n C[I...] -= Δt * divg(q, g, I...)\nend","category":"page"},{"location":"getting_started/#Model-Setup","page":"Getting Started with Chmy.jl","title":"Model Setup","text":"","category":"section"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"The diffusion model that we solve should contain the following model setup","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"# geometry\ngrid = UniformGrid(arch; origin=(-1, -1), extent=(2, 2), dims=(126, 126))\nlaunch = Launcher(arch, grid)\n\n# physics\nχ = 1.0\n\n# numerics\nΔt = minimum(spacing(grid))^2 / χ / ndims(grid) / 2.1","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"In the 2D problem only three physical fields, the field C and the diffusion flux q in x- and y-dimension are evolving with time. We define these fields on different locations on the staggered grid (more see Grids).","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"# allocate fields\nC = Field(backend, grid, Center())\nq = VectorField(backend, grid)","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"We randomly initialized the entries of C field and finished the initial model setup. One can refer to the section Fields for setting up more complex initial conditions.","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"# initial conditions\nset!(C, grid, (_, _) -> rand())\nbc!(arch, grid, C => Neumann(); exchange=C)","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"You should get a result like in the following plot.","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"fig = Figure()\nax = Axis(fig[1, 1];\n aspect = DataAspect(),\n xlabel = \"x\", ylabel = \"y\",\n title = \"it = 0\")\nplt = heatmap!(ax, centers(grid)..., interior(C) |> Array;\n colormap = :turbo)\nColorbar(fig[1, 2], plt)\ndisplay(fig)","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"
\n \n
","category":"page"},{"location":"getting_started/#Solving-Time-dependent-Problem","page":"Getting Started with Chmy.jl","title":"Solving Time-dependent Problem","text":"","category":"section"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"We are resolving a time-dependent problem, so we explicitly advance our solution within a time loop, specifying the number of iterations (or time steps) we desire to perform. The action that takes place within the time loop is the variable update that is performed by the compute kernels compute_q! and update_C!, accompanied by the imposing the Neumann boundary condition on the C field.","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"# action\nnt = 100\nfor it in 1:nt\n @printf(\"it = %d/%d \\n\", it, nt)\n launch(arch, grid, compute_q! => (q, C, χ, grid))\n launch(arch, grid, update_C! => (C, q, Δt, grid); bc=batch(grid, C => Neumann(); exchange=C))\nend","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"After running the simulation, you should see something like this, here the final result at it = 100 for the field C is plotted:","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"fig = Figure()\nax = Axis(fig[1, 1];\n aspect = DataAspect(),\n xlabel = \"x\", ylabel = \"y\",\n title = \"it = 100\")\nplt = heatmap!(ax, centers(grid)..., interior(C) |> Array;\n colormap = :turbo)\nColorbar(fig[1, 2], plt)\ndisplay(fig)","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"
\n \n
","category":"page"},{"location":"concepts/fields/#Fields","page":"Fields","title":"Fields","text":"","category":"section"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"With a given grid that allows us to define each point uniquely in a high-dimensional space, we abstract the data values to be defined on the grid under the concept AbstractField. Following is the type tree of the abstract field and its derived data types.","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"","category":"page"},{"location":"concepts/fields/#Defining-a-multi-dimensional-Field","page":"Fields","title":"Defining a multi-dimensional Field","text":"","category":"section"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"Consider the following example, where we defined a variable grid of type Chmy.UniformGrid, similar as in the previous section Grids. We can now define physical properties on the grid.","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"When defining a scalar field Field on the grid, we need to specify the arrangement of the field values. These values can either be stored at the cell centers of each control volume Center() or on the cell vertices/faces Vertex().","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"# Define geometry, architecture..., a 2D grid\ngrid = UniformGrid(arch; origin=(-lx/2, -ly/2), extent=(lx, ly), dims=(nx, ny))\n\n# Define pressure as a scalar field\nPr = Field(backend, grid, Center())","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"With the methods VectorField and TensorField, we can construct 2-dimensional and 3-dimensional fields, with predefined locations for each field dimension on a staggered grid.","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"# Define velocity as a vector field on the 2D grid\nV = VectorField(backend, grid)\n\n# Define stress as a tensor field on the 2D grid\nτ = TensorField(backend, grid)","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"Use the function location to get the location of the field as a tuple. Vector and tensor fields are currently defined as NamedTuple's (likely to change in the future), so one could query the locations of individual components, e.g. location(V.x) or location(τ.xy)","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"tip: Acquiring Locations on the Grid Cell\nOne could use a convenient getter for obtaining locations of variable on the staggered-grid. Such as Chmy.location(Pr) for scalar-valued pressure field and Chmy.location(τ.xx) for a tensor field.","category":"page"},{"location":"concepts/fields/#Initialising-Field","page":"Fields","title":"Initialising Field","text":"","category":"section"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"Chmy.jl provides functionality to set the values of the fields as a function of spatial coordinates:","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"C = Field(backend, grid, Center())\n\n# Set initial values of the field randomly\nset!(C, grid, (_, _) -> rand())\n\n# Set initial values to 2D Gaussian\nset!(C, grid, (x, y) -> exp(-x^2 - y^2))","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"A slightly more complex usage involves passing extra parameters to be used for initial conditions setup.","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"# Define a temperature field with values on cell centers\nT = Field(backend, grid, Center())\n\n# Function for setting up the initial conditions on T\ninit_incl(x, y, x0, y0, r, in, out) = ifelse((x - x0)^2 + (y - y0)^2 < r^2, in, out)\n\n# Set up the initial conditions with parameters specified\nset!(T, grid, init_incl; parameters=(x0=0.0, y0=0.0, r=0.1lx, in=T0, out=Ta))","category":"page"},{"location":"concepts/fields/#Defining-a-parameterized-FunctionField","page":"Fields","title":"Defining a parameterized FunctionField","text":"","category":"section"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"A field could also be represented in a parameterized way, having a function that associates a single number to every point in the space.","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"An object of the concrete type FunctionField can be initialized with its constructor. The constructor takes in","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"A function func\nA grid\nA location tuple loc for specifying the distribution of variables","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"Optionally, one can also use the boolean variable discrete to indicate if the function field is typed Discrete or Continuous. Any additional parameters to be used in the function func can be passed to the optional parameter parameters.","category":"page"},{"location":"concepts/fields/#Example:-Creation-of-a-parameterized-function-field","page":"Fields","title":"Example: Creation of a parameterized function field","text":"","category":"section"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"Followingly, we create a gravity variable that is two-dimensional and comprises of two parameterized FunctionField objects on a predefined uniform grid grid.","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"1. Define Functions that Parameterize the Field","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"In this step, we specify how the gravity field should be parameterized in x-direction and y-direction, with η as the additional parameter used in the parameterization.","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"# forcing terms\nρgx(x, y, η) = -0.5 * η * π^2 * sin(0.5π * x) * cos(0.5π * y)\nρgy(x, y, η) = 0.5 * η * π^2 * cos(0.5π * x) * sin(0.5π * y)","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"2. Define Locations for Variable Positioning","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"We specify the location on the fully-staggered grid as introduced in the Location on a Grid Cell section of the concept Grids.","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"vx_node = (Vertex(), Center())\nvy_node = (Center(), Vertex())","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"3. Define the 2D Gravity Field","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"By specifying the locations on which the parameterized field should be calculated, as well as concretizing the value η = η0 by passing it as the optional parameter parameters to the constructor, we can define the 2D gravity field:","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"η0 = 1.0\ngravity = (x=FunctionField(ρgx, grid, vx_node; parameters=η0),\n y=FunctionField(ρgy, grid, vy_node; parameters=η0))","category":"page"},{"location":"concepts/fields/#Defining-Constant-Fields","page":"Fields","title":"Defining Constant Fields","text":"","category":"section"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"For completeness, we also provide an abstract type ConstantField, which comprises of a generic ValueField type, and two special types ZeroField, OneField allowing dispatch for special casess. With such a construct, we can easily define value fields properties and other parameters using constant values in a straightforward and readable manner. Moreover, explicit information about the grid on which the field should be defined can be abbreviated. For example:","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"# Defines a field with constant values 1.0\nfield = Chmy.ValueField(1.0)","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"Alternatively, we could also use the OneField type, providing type information about the contents of the field.","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"# Defines a field with constant value 1.0\nonefield = Chmy.OneField{Float64}()","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"Notably, these two fields shall equal to each other as expected.","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"julia> field == onefield\ntrue","category":"page"},{"location":"developer_documentation/running_tests/#Running-Tests","page":"Running Tests","title":"Running Tests","text":"","category":"section"},{"location":"developer_documentation/running_tests/#CPU-tests","page":"Running Tests","title":"CPU tests","text":"","category":"section"},{"location":"developer_documentation/running_tests/","page":"Running Tests","title":"Running Tests","text":"To run the Chmy test suite on the CPU, simple run test from within the package mode or using Pkg:","category":"page"},{"location":"developer_documentation/running_tests/","page":"Running Tests","title":"Running Tests","text":"julia> using Pkg\n\njulia> Pkg.test(\"Chmy\")","category":"page"},{"location":"developer_documentation/running_tests/#GPU-tests","page":"Running Tests","title":"GPU tests","text":"","category":"section"},{"location":"developer_documentation/running_tests/","page":"Running Tests","title":"Running Tests","text":"To run the Chmy test suite on CUDA, ROC or Metal backend (Nvidia, AMD or Apple GPUs), respectively, run the tests using Pkg adding following test_args:","category":"page"},{"location":"developer_documentation/running_tests/#For-CUDA-backend-(Nvidia-GPUs):","page":"Running Tests","title":"For CUDA backend (Nvidia GPUs):","text":"","category":"section"},{"location":"developer_documentation/running_tests/","page":"Running Tests","title":"Running Tests","text":"julia> using Pkg\n\njulia> Pkg.test(\"Chmy\"; test_args=[\"--backend=CUDA\"])","category":"page"},{"location":"developer_documentation/running_tests/#For-ROC-backend-(AMD-GPUs):","page":"Running Tests","title":"For ROC backend (AMD GPUs):","text":"","category":"section"},{"location":"developer_documentation/running_tests/","page":"Running Tests","title":"Running Tests","text":"julia> using Pkg\n\njulia> Pkg.test(\"Chmy\"; test_args=[\"--backend=AMDGPU\"])","category":"page"},{"location":"developer_documentation/running_tests/#For-Metal-backend-(Apple-GPUs):","page":"Running Tests","title":"For Metal backend (Apple GPUs):","text":"","category":"section"},{"location":"developer_documentation/running_tests/","page":"Running Tests","title":"Running Tests","text":"julia> using Pkg\n\njulia> Pkg.test(\"Chmy\"; test_args=[\"--backends=Metal\"])","category":"page"},{"location":"#Chmy.jl","page":"Home","title":"Chmy.jl","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"Chmy.jl (pronounce tsh-mee) is a backend-agnostic toolkit for finite difference computations on multi-dimensional computational staggered grids. Chmy.jl features task-based distributed memory parallelisation capabilities.","category":"page"},{"location":"#Installation","page":"Home","title":"Installation","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"To install Chmy.jl, one can simply add it using the Julia package manager:","category":"page"},{"location":"","page":"Home","title":"Home","text":"julia> using Pkg\n\njulia> Pkg.add(\"Chmy\")","category":"page"},{"location":"","page":"Home","title":"Home","text":"After the package is installed, one can load the package by using:","category":"page"},{"location":"","page":"Home","title":"Home","text":"julia> using Chmy","category":"page"},{"location":"","page":"Home","title":"Home","text":"info: Install from a Specific Branch\nFor developers and advanced users, one might want to use the implementation of Chmy.jl from a specific branch by specifying the url. In the following code snippet, we do this by explicitly specifying to use the current implementation that is available under the main branch:julia> using Pkg; Pkg.add(url=\"https://github.com/PTsolvers/Chmy.jl#main\")","category":"page"},{"location":"#Feature-Summary","page":"Home","title":"Feature Summary","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"Chmy.jl provides a comprehensive framework for handling complex computational tasks on structured grids, leveraging both single and multi-device architectures. It seamlessly integrates with Julia's powerful parallel and concurrent programming capabilities, making it suitable for a wide range of scientific and engineering applications.","category":"page"},{"location":"","page":"Home","title":"Home","text":"A general list of the features is:","category":"page"},{"location":"","page":"Home","title":"Home","text":"Backend-agnostic capabilities leveraging KernelAbstractions.jl\nDistributed computing support with MPI.jl\nMulti-dimensional, parametrisable discrete and continuous fields on structured grids\nHigh-level interface for specifying boundary conditions with automatic batching for performance\nFinite difference and interpolation operators on discrete fields\nExtensibility; The package is written in pure Julia, so adding new functions, simplification rules, and model transformations has no barrier","category":"page"},{"location":"#Funding","page":"Home","title":"Funding","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"The development of this package is supported by the GPU4GEO PASC project. More information about the GPU4GEO project can be found on the GPU4GEO website.","category":"page"},{"location":"concepts/grids/#Grids","page":"Grids","title":"Grids","text":"","category":"section"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"The choice of numerical grid used depends on the type of equations to be resolved and affects the discretization schemes used. The design of the Chmy.Grids module aims to provide a robust yet flexible user API in customizing the numerical grids used for spatial discretization.","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"We currently support grids with quadrilateral cells. An N-dimensional numerical grid contains N spatial dimensions, each represented by an axis.","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"Grid Properties Description Tunable Parameters\nDimensions The grid can be N-dimensional by having N axes. AbstractAxis\nDistribution of Nodal Points The grid can be regular (uniform distribution) or non-regular (irregular distribution). UniformAxis, FunctionAxis\nDistribution of Variables The grid can be non-staggered (collocated) or staggered, affecting how variables are positioned within the grid. Center, Vertex","category":"page"},{"location":"concepts/grids/#Axis","page":"Grids","title":"Axis","text":"","category":"section"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"Objects of type AbstractAxis are building blocks of numerical grids. We can either define equidistant axes with UniformAxis, or parameterized axes with FunctionAxis.","category":"page"},{"location":"concepts/grids/#Uniform-Axis","page":"Grids","title":"Uniform Axis","text":"","category":"section"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"To define a uniform axis, we need to provide:","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"Origin: The starting point of the axis.\nExtent: The length of the section of the axis considered.\nCell Length: The length of each cell along the axis.","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"With the information above, an axis can be defined and incorporated into a spatial dimension. The spacing (with alias Δ) and inv_spacing (with alias iΔ) functions allow convenient access to the grid spacing (Δx/Δy/Δz) and its reciprocal, respectively.","category":"page"},{"location":"concepts/grids/#Function-Axis","page":"Grids","title":"Function Axis","text":"","category":"section"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"As an alternative, one could also define a FunctionAxis object using a function that parameterizes the spacing of the axis, together with the length of the axis.","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"f = i -> ((i - 1) / 4)^1.5\nlength = 4\nparameterized_axis = FunctionAxis(f, length)","category":"page"},{"location":"concepts/grids/#Structured-Grids","page":"Grids","title":"Structured Grids","text":"","category":"section"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"A common mesh structure that is used for the spatial discretization in the finite difference approach is a structured grid (concrete type StructuredGrid or its alias SG).","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"We provide a function UniformGrid for creating an equidistant StructuredGrid, that essentially boils down to having axes of type UniformAxis in each spatial dimension.","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"# with architecture as well as numerics lx/y/z and nx/y/z defined\ngrid = UniformGrid(arch;\n origin=(-lx/2, -ly/2, -lz/2),\n extent=(lx, ly, lz),\n dims=(nx, ny, nz))","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"warning: Metal backend\nIf using the Metal backend, ensure to use Float32 (f0) element types in the origin and extent tuples when initialising the grid.","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"info: Interactive Grid Visualization\ngrids_2d.jl: Visualization of a 2D StructuredGrid\ngrids_3d.jl: Visualization of a 3D StructuredGrid","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"","category":"page"},{"location":"concepts/grids/#Location-on-a-Grid-Cell","page":"Grids","title":"Location on a Grid Cell","text":"","category":"section"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"In order to allow full control over the distribution of different variables on the grid, we provide a high-level abstraction of the property location on a grid cell with the abstract type Location. More concretely, a property location along a spatial dimension can be either of concrete type Center or Vertex on a structured grid.","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"We illustrate how to specify the location within a grid cell on a fully staggered uniform grid. The following 2D example also has ghost nodes illustrated that are located immediately outside the domain boundary.","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"In the following example, we zoom into a specific cell on a fully-staggered grid. By specifying for both x- and y-dimensions whether the node locates at the Center (C) or Vertex (V) along the respective axis, we can arrive in 4 categories of nodes on a 2D quadrilateral cell, which we refer to as \"basic\", \"pressure\", \"Vx\" and \"Vy\" nodes, following common practices.","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"If all variables are defined on basic nodes, specified by (V,V) locations, we have the simplest non-staggered collocated grid.","category":"page"},{"location":"concepts/grids/#Dimensions-of-Fields-on-Structured-Grids","page":"Grids","title":"Dimensions of Fields on Structured Grids","text":"","category":"section"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"With a structured grid defined that consists of nx = N cells horizontally and ny = M cells vertically, we have the following dimensions for fields associated with the grid.","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"Node Type Field Dimension Location\nCell vertex (N + 1) times (M + 1) (V, V)\nX interface (N + 1) times M (V, C)\nY interface $ N \\times (M + 1)$ (C, V)\nCell Center N times M (C, C)","category":"page"},{"location":"concepts/grids/#Connectivity-of-a-StructuredGrid","page":"Grids","title":"Connectivity of a StructuredGrid","text":"","category":"section"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"Using the method connectivity(::SG{N,T,C}, ::Dim{D}, ::Side{S}), one can obtain the connectivity underlying a structured grid. If no special grid topology is provided, a default Bounded grid topology is used for the UniformGrid. Therefore, on a default UniformGrid, the following assertions hold:","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"julia> @assert connectivity(grid, Dim(1), Side(1)) isa Bounded \"Left boundary is bounded\"\n\njulia> @assert connectivity(grid, Dim(1), Side(2)) isa Bounded \"Right boundary is bounded\"\n\njulia> @assert connectivity(grid, Dim(2), Side(1)) isa Bounded \"Upper boundary is bounded\"\n\njulia> @assert connectivity(grid, Dim(2), Side(2)) isa Bounded \"Lower boundary is bounded\"","category":"page"}] +} diff --git a/dev/siteinfo.js b/dev/siteinfo.js new file mode 100644 index 00000000..33434919 --- /dev/null +++ b/dev/siteinfo.js @@ -0,0 +1 @@ +var DOCUMENTER_CURRENT_VERSION = "dev"; diff --git a/dev/using_chmy_with_mpi/index.html b/dev/using_chmy_with_mpi/index.html new file mode 100644 index 00000000..fbd524fe --- /dev/null +++ b/dev/using_chmy_with_mpi/index.html @@ -0,0 +1,40 @@ + +Using Chmy.jl with MPI · Chmy.jl
GitHub

Using Chmy.jl with MPI

This tutorial dives into the Distributed module in Chmy.jl To show how to run a code on multiple processes in a typical HPC cluster setup. We start from the diffusion_2d.jl code from the Getting Started with Chmy.jl section.

Experience with HPC Clusters Assumed

In this tutorial, we assume users to be familiar with HPC clusters and the basic concepts of distributed computing. If you find anything conceptually difficult to start with, have a look at the concept documentation on the Distributed module.

We need to make the following changes to our code to enable MPI support, in which we:

  1. initialise MPI environment & specify distributed architecture

  2. redefine geometry

  3. avoid redundant I/O operations

  4. data gathering for visualisation

  5. finalise MPI Environment

Initialise MPI & Specify Distributed Architecture

The first step is to load the MPI.jl module and initialise MPI with MPI.Init() at the beginning of the program.

using MPI
+MPI.Init()

To make the Architecture object aware of MPI topology, the user can pass an MPI communicator object (here MPI.COMM_WORLD) and dimensions of the Cartesian topology to the Arch constructor as the last argument. Passing zeros will automatically spread the dimensions to be as close as possible to each other, see MPI.jl documentation for details.

arch = Arch(backend, MPI.COMM_WORLD, (0, 0))
+topo = topology(arch)
+me   = global_rank(topo)

The global_rank() function provides a convenient method for users to retrieve the unique process ID (global rank) from the current MPI communicator. This unique ID, stored in me, is utilised to assign process-specific tasks, such as I/O operations.

Redefine Geometry

In the original single-node setup, we defined a global grid that covered the entire computational domain.

@views function main(backend=CPU(); nxy=(126, 126))
+    # Before: geometry
+    grid   = UniformGrid(arch; origin=(-2, -2), extent=(4, 4), dims=nxy)
+    launch = Launcher(arch, grid)
+
+    # ...
+end
+
+main(; nxy=(128, 128) .- 2)

In Chmy.jl, the grid constructor (here UniformGrid) always takes the dimensions dims of the global grid as input argument and returns the local grid object. For single-device architecture (no MPI) the local grid is equivalent to the global grid given that a single process performs the computations on the global domain. For distributed architecture, dims still takes as input the global grid dimension but returns the local portion of the grid corresponding to each MPI rank.

Following a GPU-centric approach, we want here to control the local dimension of the grid, nxy_l hereafter, to ensure optimal execution on a single GPU. We thus need to reconstruct the global grid dimensions dims_g based on the MPI topology and the local grid dimensions dims_l:

@views function main(backend=CPU(); nxy_l=(126, 126))
+    # After: geometry
+    dims_l = nxy_l
+    dims_g = dims_l .* dims(topo)
+    nx, ny = dims_g
+    grid   = UniformGrid(arch; origin=(-2, -2), extent=(4, 4), dims=dims_g)
+    launch = Launcher(arch, grid, outer_width=(16, 8))
+
+    # ...
+end
+
+main(; nxy_l=(128, 128) .- 2)

Here, dims_g represents the global dimensions of the grid, which is obtained by multiplying the local grid dimensions dims_l by the MPI topology dimensions. The outer_width parameter specifies the number of grid points that constitute the boundary region of each local grid. This approach is used to perform asynchronous computations on each local domain and to overlap boundary conditions computations (including MPI communication) with inner point computations. This allows to hide MPI communication latency overlapping communication and computations.

Avoid Redundant I/O Operations

Previously, for a single process, we can simply print out any information during the code execution, whether it is the value of some physical properties that we want to monitor about or the current number of iterations during the simulation.

# Before: prints out current no. iteration on a single node
+@printf("it = %d/%d \n", it, nt)

In a distributed setup, on the other hand, all MPI processes execute the same code and would have displayed the same line with this statement. In order to prevent this redundancy, we utilise the unique process ID to determine whether the process that is currently running is the one that we have assigned to handle the I/O task.

# After: specifying only process with ID == 0 to perform I/O operations
+(me==0) && @printf("it = %d/%d \n", it, nt)

Data Gathering for Visualisation

Not addressing parallel I/O here, we want to visualise the field C. With MPI we've split up C across various distributed processes. Each process handles a portion of the computation, leading to the necessity of data gathering for visualisation. Let us define a global array C_v on the "master" MPI process with unique process ID equals zero (me==0) that should gather all data from other MPI processes to later perform visualisation. Note the the global size of C_v being interior(C)) .* dims(topo).

C_v = (me==0) ? KernelAbstractions.zeros(CPU(), Float64, size(interior(C)) .* dims(topo)) : nothing

We use gather!(arch, C_v, C) to explicitly perform a data synchronisation and collect local values of C that are decomposed into different arrays stored in the memory space of other MPI processes. And similar to the @printf example above, only our master MPI process performs the visualisation.

# Before: local postprocess
+# plt[3] = interior(C) |> Array
+# ax.title = "it = $nt"
+# display(fig)
+# save("out$me.png", fig)
+
+# After: global postprocess
+gather!(arch, C_v, C)
+if me == 0
+    fig = Figure(; size=(400, 320))
+    ax  = Axis(fig[1, 1]; aspect=DataAspect(), xlabel="x", ylabel="y", title="it = 0")
+    plt = heatmap!(ax, C_v; colormap=:turbo)
+    Colorbar(fig[1, 2], plt)
+    save("out_gather_$nx.png", fig)
+end

Finalise MPI

At the very end of the program, we need to call MPI.Finalize() to clean up the MPI state.

MPI.Finalize()
MPI finalisation

Running a Julia MPI code on a single process within the REPL (for e.g. development purpose) will require to terminate the Julia session upon MPI finalisation. Simply omitting MPI.Finalize will allow for repeated execution of the code.

Run the simulation on an MPI-parallel machine

If you want to run this on multiple MPI processes, you will need to setup the MPI.jl package, such that mpiexecjl is created on the command line. You can then run it on, e.g., 4 MPI ranks (processes) with:

mpiexecjl -n 4 --project=. julia diffusion_2d_mpi.jl

Note that we need not to do any changes for defining or launching kernels, as they are already MPI-compatible and need no further modification. The full code of the tutorial material is available under diffusion_2d_mpi.jl.

diff --git a/index.html b/index.html new file mode 100644 index 00000000..1a6cc116 --- /dev/null +++ b/index.html @@ -0,0 +1,2 @@ + + diff --git a/previews/PR1/.documenter-siteinfo.json b/previews/PR1/.documenter-siteinfo.json new file mode 100644 index 00000000..9e9bff1c --- /dev/null +++ b/previews/PR1/.documenter-siteinfo.json @@ -0,0 +1 @@ +{"documenter":{"julia_version":"1.10.0","generation_timestamp":"2024-02-08T17:12:01","documenter_version":"1.2.1"}} \ No newline at end of file diff --git a/previews/PR1/assets/documenter.js b/previews/PR1/assets/documenter.js new file mode 100644 index 00000000..f5311607 --- /dev/null +++ b/previews/PR1/assets/documenter.js @@ -0,0 +1,889 @@ +// Generated by Documenter.jl +requirejs.config({ + paths: { + 'highlight-julia': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia.min', + 'headroom': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/headroom.min', + 'jqueryui': 'https://cdnjs.cloudflare.com/ajax/libs/jqueryui/1.13.2/jquery-ui.min', + 'minisearch': 'https://cdn.jsdelivr.net/npm/minisearch@6.1.0/dist/umd/index.min', + 'katex-auto-render': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/contrib/auto-render.min', + 'jquery': 'https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.0/jquery.min', + 'headroom-jquery': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/jQuery.headroom.min', + 'katex': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min', + 'highlight': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/highlight.min', + 'highlight-julia-repl': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia-repl.min', + }, + shim: { + "highlight-julia": { + "deps": [ + "highlight" + ] + }, + "katex-auto-render": { + "deps": [ + "katex" + ] + }, + "headroom-jquery": { + "deps": [ + "jquery", + "headroom" + ] + }, + "highlight-julia-repl": { + "deps": [ + "highlight" + ] + } +} +}); +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'katex', 'katex-auto-render'], function($, katex, renderMathInElement) { +$(document).ready(function() { + renderMathInElement( + document.body, + { + "delimiters": [ + { + "left": "$", + "right": "$", + "display": false + }, + { + "left": "$$", + "right": "$$", + "display": true + }, + { + "left": "\\[", + "right": "\\]", + "display": true + } + ] +} + + ); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'highlight', 'highlight-julia', 'highlight-julia-repl'], function($) { +$(document).ready(function() { + hljs.highlightAll(); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +let timer = 0; +var isExpanded = true; + +$(document).on("click", ".docstring header", function () { + let articleToggleTitle = "Expand docstring"; + + debounce(() => { + if ($(this).siblings("section").is(":visible")) { + $(this) + .find(".docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + } else { + $(this) + .find(".docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + articleToggleTitle = "Collapse docstring"; + } + + $(this) + .find(".docstring-article-toggle-button") + .prop("title", articleToggleTitle); + $(this).siblings("section").slideToggle(); + }); +}); + +$(document).on("click", ".docs-article-toggle-button", function () { + let articleToggleTitle = "Expand docstring"; + let navArticleToggleTitle = "Expand all docstrings"; + + debounce(() => { + if (isExpanded) { + $(this).removeClass("fa-chevron-up").addClass("fa-chevron-down"); + $(".docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + + isExpanded = false; + + $(".docstring section").slideUp(); + } else { + $(this).removeClass("fa-chevron-down").addClass("fa-chevron-up"); + $(".docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + isExpanded = true; + articleToggleTitle = "Collapse docstring"; + navArticleToggleTitle = "Collapse all docstrings"; + + $(".docstring section").slideDown(); + } + + $(this).prop("title", navArticleToggleTitle); + $(".docstring-article-toggle-button").prop("title", articleToggleTitle); + }); +}); + +function debounce(callback, timeout = 300) { + if (Date.now() - timer > timeout) { + callback(); + } + + clearTimeout(timer); + + timer = Date.now(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require([], function() { +function addCopyButtonCallbacks() { + for (const el of document.getElementsByTagName("pre")) { + const button = document.createElement("button"); + button.classList.add("copy-button", "fa-solid", "fa-copy"); + button.setAttribute("aria-label", "Copy this code block"); + button.setAttribute("title", "Copy"); + + el.appendChild(button); + + const success = function () { + button.classList.add("success", "fa-check"); + button.classList.remove("fa-copy"); + }; + + const failure = function () { + button.classList.add("error", "fa-xmark"); + button.classList.remove("fa-copy"); + }; + + button.addEventListener("click", function () { + copyToClipboard(el.innerText).then(success, failure); + + setTimeout(function () { + button.classList.add("fa-copy"); + button.classList.remove("success", "fa-check", "fa-xmark"); + }, 5000); + }); + } +} + +function copyToClipboard(text) { + // clipboard API is only available in secure contexts + if (window.navigator && window.navigator.clipboard) { + return window.navigator.clipboard.writeText(text); + } else { + return new Promise(function (resolve, reject) { + try { + const el = document.createElement("textarea"); + el.textContent = text; + el.style.position = "fixed"; + el.style.opacity = 0; + document.body.appendChild(el); + el.select(); + document.execCommand("copy"); + + resolve(); + } catch (err) { + reject(err); + } finally { + document.body.removeChild(el); + } + }); + } +} + +if (document.readyState === "loading") { + document.addEventListener("DOMContentLoaded", addCopyButtonCallbacks); +} else { + addCopyButtonCallbacks(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'headroom', 'headroom-jquery'], function($, Headroom) { + +// Manages the top navigation bar (hides it when the user starts scrolling down on the +// mobile). +window.Headroom = Headroom; // work around buggy module loading? +$(document).ready(function () { + $("#documenter .docs-navbar").headroom({ + tolerance: { up: 10, down: 10 }, + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'minisearch'], function($, minisearch) { + +// In general, most search related things will have "search" as a prefix. +// To get an in-depth about the thought process you can refer: https://hetarth02.hashnode.dev/series/gsoc + +let results = []; +let timer = undefined; + +let data = documenterSearchIndex["docs"].map((x, key) => { + x["id"] = key; // minisearch requires a unique for each object + return x; +}); + +// list below is the lunr 2.1.3 list minus the intersect with names(Base) +// (all, any, get, in, is, only, which) and (do, else, for, let, where, while, with) +// ideally we'd just filter the original list but it's not available as a variable +const stopWords = new Set([ + "a", + "able", + "about", + "across", + "after", + "almost", + "also", + "am", + "among", + "an", + "and", + "are", + "as", + "at", + "be", + "because", + "been", + "but", + "by", + "can", + "cannot", + "could", + "dear", + "did", + "does", + "either", + "ever", + "every", + "from", + "got", + "had", + "has", + "have", + "he", + "her", + "hers", + "him", + "his", + "how", + "however", + "i", + "if", + "into", + "it", + "its", + "just", + "least", + "like", + "likely", + "may", + "me", + "might", + "most", + "must", + "my", + "neither", + "no", + "nor", + "not", + "of", + "off", + "often", + "on", + "or", + "other", + "our", + "own", + "rather", + "said", + "say", + "says", + "she", + "should", + "since", + "so", + "some", + "than", + "that", + "the", + "their", + "them", + "then", + "there", + "these", + "they", + "this", + "tis", + "to", + "too", + "twas", + "us", + "wants", + "was", + "we", + "were", + "what", + "when", + "who", + "whom", + "why", + "will", + "would", + "yet", + "you", + "your", +]); + +let index = new minisearch({ + fields: ["title", "text"], // fields to index for full-text search + storeFields: ["location", "title", "text", "category", "page"], // fields to return with search results + processTerm: (term) => { + let word = stopWords.has(term) ? null : term; + if (word) { + // custom trimmer that doesn't strip @ and !, which are used in julia macro and function names + word = word + .replace(/^[^a-zA-Z0-9@!]+/, "") + .replace(/[^a-zA-Z0-9@!]+$/, ""); + } + + return word ?? null; + }, + // add . as a separator, because otherwise "title": "Documenter.Anchors.add!", would not find anything if searching for "add!", only for the entire qualification + tokenize: (string) => string.split(/[\s\-\.]+/), + // options which will be applied during the search + searchOptions: { + boost: { title: 100 }, + fuzzy: 2, + processTerm: (term) => { + let word = stopWords.has(term) ? null : term; + if (word) { + word = word + .replace(/^[^a-zA-Z0-9@!]+/, "") + .replace(/[^a-zA-Z0-9@!]+$/, ""); + } + + return word ?? null; + }, + tokenize: (string) => string.split(/[\s\-\.]+/), + }, +}); + +index.addAll(data); + +let filters = [...new Set(data.map((x) => x.category))]; +var modal_filters = make_modal_body_filters(filters); +var filter_results = []; + +$(document).on("keyup", ".documenter-search-input", function (event) { + // Adding a debounce to prevent disruptions from super-speed typing! + debounce(() => update_search(filter_results), 300); +}); + +$(document).on("click", ".search-filter", function () { + if ($(this).hasClass("search-filter-selected")) { + $(this).removeClass("search-filter-selected"); + } else { + $(this).addClass("search-filter-selected"); + } + + // Adding a debounce to prevent disruptions from crazy clicking! + debounce(() => get_filters(), 300); +}); + +/** + * A debounce function, takes a function and an optional timeout in milliseconds + * + * @function callback + * @param {number} timeout + */ +function debounce(callback, timeout = 300) { + clearTimeout(timer); + timer = setTimeout(callback, timeout); +} + +/** + * Make/Update the search component + * + * @param {string[]} selected_filters + */ +function update_search(selected_filters = []) { + let initial_search_body = ` +
Type something to get started!
+ `; + + let querystring = $(".documenter-search-input").val(); + + if (querystring.trim()) { + results = index.search(querystring, { + filter: (result) => { + // Filtering results + if (selected_filters.length === 0) { + return result.score >= 1; + } else { + return ( + result.score >= 1 && selected_filters.includes(result.category) + ); + } + }, + }); + + let search_result_container = ``; + let search_divider = `
`; + + if (results.length) { + let links = []; + let count = 0; + let search_results = ""; + + results.forEach(function (result) { + if (result.location) { + // Checking for duplication of results for the same page + if (!links.includes(result.location)) { + search_results += make_search_result(result, querystring); + count++; + } + + links.push(result.location); + } + }); + + let result_count = `
${count} result(s)
`; + + search_result_container = ` +
+ ${modal_filters} + ${search_divider} + ${result_count} +
+ ${search_results} +
+
+ `; + } else { + search_result_container = ` +
+ ${modal_filters} + ${search_divider} +
0 result(s)
+
+
No result found!
+ `; + } + + if ($(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").removeClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(search_result_container); + } else { + filter_results = []; + modal_filters = make_modal_body_filters(filters, filter_results); + + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(initial_search_body); + } +} + +/** + * Make the modal filter html + * + * @param {string[]} filters + * @param {string[]} selected_filters + * @returns string + */ +function make_modal_body_filters(filters, selected_filters = []) { + let str = ``; + + filters.forEach((val) => { + if (selected_filters.includes(val)) { + str += `${val}`; + } else { + str += `${val}`; + } + }); + + let filter_html = ` +
+ Filters: + ${str} +
+ `; + + return filter_html; +} + +/** + * Make the result component given a minisearch result data object and the value of the search input as queryString. + * To view the result object structure, refer: https://lucaong.github.io/minisearch/modules/_minisearch_.html#searchresult + * + * @param {object} result + * @param {string} querystring + * @returns string + */ +function make_search_result(result, querystring) { + let search_divider = `
`; + let display_link = + result.location.slice(Math.max(0), Math.min(50, result.location.length)) + + (result.location.length > 30 ? "..." : ""); // To cut-off the link because it messes with the overflow of the whole div + + if (result.page !== "") { + display_link += ` (${result.page})`; + } + + let textindex = new RegExp(`\\b${querystring}\\b`, "i").exec(result.text); + let text = + textindex !== null + ? result.text.slice( + Math.max(textindex.index - 100, 0), + Math.min( + textindex.index + querystring.length + 100, + result.text.length + ) + ) + : ""; // cut-off text before and after from the match + + let display_result = text.length + ? "..." + + text.replace( + new RegExp(`\\b${querystring}\\b`, "i"), // For first occurrence + '$&' + ) + + "..." + : ""; // highlights the match + + let in_code = false; + if (!["page", "section"].includes(result.category.toLowerCase())) { + in_code = true; + } + + // We encode the full url to escape some special characters which can lead to broken links + let result_div = ` + +
+
${result.title}
+
${result.category}
+
+

+ ${display_result} +

+
+ ${display_link} +
+ + ${search_divider} + `; + + return result_div; +} + +/** + * Get selected filters, remake the filter html and lastly update the search modal + */ +function get_filters() { + let ele = $(".search-filters .search-filter-selected").get(); + filter_results = ele.map((x) => $(x).text().toLowerCase()); + modal_filters = make_modal_body_filters(filters, filter_results); + update_search(filter_results); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Modal settings dialog +$(document).ready(function () { + var settings = $("#documenter-settings"); + $("#documenter-settings-button").click(function () { + settings.toggleClass("is-active"); + }); + // Close the dialog if X is clicked + $("#documenter-settings button.delete").click(function () { + settings.removeClass("is-active"); + }); + // Close dialog if ESC is pressed + $(document).keyup(function (e) { + if (e.keyCode == 27) settings.removeClass("is-active"); + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +let search_modal_header = ` +
+
+

+ + + + +

+
+
+ +
+
+`; + +let initial_search_body = ` +
Type something to get started!
+`; + +let search_modal_footer = ` + +`; + +$(document.body).append( + ` + + ` +); + +document.querySelector(".docs-search-query").addEventListener("click", () => { + openModal(); +}); + +document.querySelector(".close-search-modal").addEventListener("click", () => { + closeModal(); +}); + +$(document).on("click", ".search-result-link", function () { + closeModal(); +}); + +document.addEventListener("keydown", (event) => { + if ((event.ctrlKey || event.metaKey) && event.key === "/") { + openModal(); + } else if (event.key === "Escape") { + closeModal(); + } + + return false; +}); + +// Functions to open and close a modal +function openModal() { + let searchModal = document.querySelector("#search-modal"); + + searchModal.classList.add("is-active"); + document.querySelector(".documenter-search-input").focus(); +} + +function closeModal() { + let searchModal = document.querySelector("#search-modal"); + let initial_search_body = ` +
Type something to get started!
+ `; + + searchModal.classList.remove("is-active"); + document.querySelector(".documenter-search-input").blur(); + + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".documenter-search-input").val(""); + $(".search-modal-card-body").html(initial_search_body); +} + +document + .querySelector("#search-modal .modal-background") + .addEventListener("click", () => { + closeModal(); + }); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Manages the showing and hiding of the sidebar. +$(document).ready(function () { + var sidebar = $("#documenter > .docs-sidebar"); + var sidebar_button = $("#documenter-sidebar-button"); + sidebar_button.click(function (ev) { + ev.preventDefault(); + sidebar.toggleClass("visible"); + if (sidebar.hasClass("visible")) { + // Makes sure that the current menu item is visible in the sidebar. + $("#documenter .docs-menu a.is-active").focus(); + } + }); + $("#documenter > .docs-main").bind("click", function (ev) { + if ($(ev.target).is(sidebar_button)) { + return; + } + if (sidebar.hasClass("visible")) { + sidebar.removeClass("visible"); + } + }); +}); + +// Resizes the package name / sitename in the sidebar if it is too wide. +// Inspired by: https://github.com/davatron5000/FitText.js +$(document).ready(function () { + e = $("#documenter .docs-autofit"); + function resize() { + var L = parseInt(e.css("max-width"), 10); + var L0 = e.width(); + if (L0 > L) { + var h0 = parseInt(e.css("font-size"), 10); + e.css("font-size", (L * h0) / L0); + // TODO: make sure it survives resizes? + } + } + // call once and then register events + resize(); + $(window).resize(resize); + $(window).on("orientationchange", resize); +}); + +// Scroll the navigation bar to the currently selected menu item +$(document).ready(function () { + var sidebar = $("#documenter .docs-menu").get(0); + var active = $("#documenter .docs-menu .is-active").get(0); + if (typeof active !== "undefined") { + sidebar.scrollTop = active.offsetTop - sidebar.offsetTop - 15; + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Theme picker setup +$(document).ready(function () { + // onchange callback + $("#documenter-themepicker").change(function themepick_callback(ev) { + var themename = $("#documenter-themepicker option:selected").attr("value"); + if (themename === "auto") { + // set_theme(window.matchMedia('(prefers-color-scheme: dark)').matches ? 'dark' : 'light'); + window.localStorage.removeItem("documenter-theme"); + } else { + // set_theme(themename); + window.localStorage.setItem("documenter-theme", themename); + } + // We re-use the global function from themeswap.js to actually do the swapping. + set_theme_from_local_storage(); + }); + + // Make sure that the themepicker displays the correct theme when the theme is retrieved + // from localStorage + if (typeof window.localStorage !== "undefined") { + var theme = window.localStorage.getItem("documenter-theme"); + if (theme !== null) { + $("#documenter-themepicker option").each(function (i, e) { + e.selected = e.value === theme; + }); + } + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// update the version selector with info from the siteinfo.js and ../versions.js files +$(document).ready(function () { + // If the version selector is disabled with DOCUMENTER_VERSION_SELECTOR_DISABLED in the + // siteinfo.js file, we just return immediately and not display the version selector. + if ( + typeof DOCUMENTER_VERSION_SELECTOR_DISABLED === "boolean" && + DOCUMENTER_VERSION_SELECTOR_DISABLED + ) { + return; + } + + var version_selector = $("#documenter .docs-version-selector"); + var version_selector_select = $("#documenter .docs-version-selector select"); + + version_selector_select.change(function (x) { + target_href = version_selector_select + .children("option:selected") + .get(0).value; + window.location.href = target_href; + }); + + // add the current version to the selector based on siteinfo.js, but only if the selector is empty + if ( + typeof DOCUMENTER_CURRENT_VERSION !== "undefined" && + $("#version-selector > option").length == 0 + ) { + var option = $( + "" + ); + version_selector_select.append(option); + } + + if (typeof DOC_VERSIONS !== "undefined") { + var existing_versions = version_selector_select.children("option"); + var existing_versions_texts = existing_versions.map(function (i, x) { + return x.text; + }); + DOC_VERSIONS.forEach(function (each) { + var version_url = documenterBaseURL + "/../" + each + "/"; + var existing_id = $.inArray(each, existing_versions_texts); + // if not already in the version selector, add it as a new option, + // otherwise update the old option with the URL and enable it + if (existing_id == -1) { + var option = $( + "" + ); + version_selector_select.append(option); + } else { + var option = existing_versions[existing_id]; + option.value = version_url; + option.disabled = false; + } + }); + } + + // only show the version selector if the selector has been populated + if (version_selector_select.children("option").length > 0) { + version_selector.toggleClass("visible"); + } +}); + +}) diff --git a/previews/PR1/assets/logo.png b/previews/PR1/assets/logo.png new file mode 100644 index 00000000..a5048ba6 Binary files /dev/null and b/previews/PR1/assets/logo.png differ diff --git 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html.theme--documenter-dark .button.is-white.is-inverted.is-outlined{background-color:transparent;border-color:#0a0a0a;box-shadow:none;color:#0a0a0a}html.theme--documenter-dark .button.is-black{background-color:#0a0a0a;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-black:hover,html.theme--documenter-dark .button.is-black.is-hovered{background-color:#040404;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-black:focus,html.theme--documenter-dark .button.is-black.is-focused{border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-black:focus:not(:active),html.theme--documenter-dark .button.is-black.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(10,10,10,0.25)}html.theme--documenter-dark .button.is-black:active,html.theme--documenter-dark .button.is-black.is-active{background-color:#000;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-black[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-black{background-color:#0a0a0a;border-color:#0a0a0a;box-shadow:none}html.theme--documenter-dark .button.is-black.is-inverted{background-color:#fff;color:#0a0a0a}html.theme--documenter-dark .button.is-black.is-inverted:hover,html.theme--documenter-dark .button.is-black.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--documenter-dark .button.is-black.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-black.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#0a0a0a}html.theme--documenter-dark .button.is-black.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-black.is-outlined{background-color:transparent;border-color:#0a0a0a;color:#0a0a0a}html.theme--documenter-dark .button.is-black.is-outlined:hover,html.theme--documenter-dark .button.is-black.is-outlined.is-hovered,html.theme--documenter-dark 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html.theme--documenter-dark .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-light{background-color:#ecf0f1;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light:hover,html.theme--documenter-dark .button.is-light.is-hovered{background-color:#e5eaec;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light:focus,html.theme--documenter-dark .button.is-light.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light:focus:not(:active),html.theme--documenter-dark .button.is-light.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(236,240,241,0.25)}html.theme--documenter-dark .button.is-light:active,html.theme--documenter-dark .button.is-light.is-active{background-color:#dde4e6;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark 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kbd.button.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-dark.is-outlined,html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-outlined:hover,html.theme--documenter-dark .content kbd.button.is-outlined:hover,html.theme--documenter-dark .button.is-dark.is-outlined.is-hovered,html.theme--documenter-dark .content kbd.button.is-outlined.is-hovered,html.theme--documenter-dark .button.is-dark.is-outlined:focus,html.theme--documenter-dark .content kbd.button.is-outlined:focus,html.theme--documenter-dark .button.is-dark.is-outlined.is-focused,html.theme--documenter-dark .content kbd.button.is-outlined.is-focused{background-color:#282f2f;border-color:#282f2f;color:#fff}html.theme--documenter-dark .button.is-dark.is-outlined.is-loading::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading::after{border-color:transparent transparent #282f2f #282f2f !important}html.theme--documenter-dark .button.is-dark.is-outlined.is-loading:hover::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading:focus::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-dark.is-outlined[disabled],html.theme--documenter-dark .content kbd.button.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark.is-outlined,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;box-shadow:none;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:hover,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:focus,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-focused{background-color:#fff;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #282f2f #282f2f !important}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined[disabled],html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-primary,html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink{background-color:#375a7f;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-primary:hover,html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink:hover,html.theme--documenter-dark .button.is-primary.is-hovered,html.theme--documenter-dark .docstring>section>a.button.is-hovered.docs-sourcelink{background-color:#335476;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-primary:focus,html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink:focus,html.theme--documenter-dark .button.is-primary.is-focused,html.theme--documenter-dark .docstring>section>a.button.is-focused.docs-sourcelink{border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-primary:focus:not(:active),html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink:focus:not(:active),html.theme--documenter-dark .button.is-primary.is-focused:not(:active),html.theme--documenter-dark .docstring>section>a.button.is-focused.docs-sourcelink:not(:active){box-shadow:0 0 0 0.125em rgba(55,90,127,0.25)}html.theme--documenter-dark .button.is-primary:active,html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink:active,html.theme--documenter-dark .button.is-primary.is-active,html.theme--documenter-dark .docstring>section>a.button.is-active.docs-sourcelink{background-color:#2f4d6d;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-primary[disabled],html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-primary,fieldset[disabled] html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink{background-color:#375a7f;border-color:#375a7f;box-shadow:none}html.theme--documenter-dark .button.is-primary.is-inverted,html.theme--documenter-dark .docstring>section>a.button.is-inverted.docs-sourcelink{background-color:#fff;color:#375a7f}html.theme--documenter-dark .button.is-primary.is-inverted:hover,html.theme--documenter-dark .docstring>section>a.button.is-inverted.docs-sourcelink:hover,html.theme--documenter-dark .button.is-primary.is-inverted.is-hovered,html.theme--documenter-dark .docstring>section>a.button.is-inverted.is-hovered.docs-sourcelink{background-color:#f2f2f2}html.theme--documenter-dark .button.is-primary.is-inverted[disabled],html.theme--documenter-dark .docstring>section>a.button.is-inverted.docs-sourcelink[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-primary.is-inverted,fieldset[disabled] html.theme--documenter-dark .docstring>section>a.button.is-inverted.docs-sourcelink{background-color:#fff;border-color:transparent;box-shadow:none;color:#375a7f}html.theme--documenter-dark .button.is-primary.is-loading::after,html.theme--documenter-dark .docstring>section>a.button.is-loading.docs-sourcelink::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-primary.is-outlined,html.theme--documenter-dark .docstring>section>a.button.is-outlined.docs-sourcelink{background-color:transparent;border-color:#375a7f;color:#375a7f}html.theme--documenter-dark .button.is-primary.is-outlined:hover,html.theme--documenter-dark .docstring>section>a.button.is-outlined.docs-sourcelink:hover,html.theme--documenter-dark .button.is-primary.is-outlined.is-hovered,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-hovered.docs-sourcelink,html.theme--documenter-dark .button.is-primary.is-outlined:focus,html.theme--documenter-dark .docstring>section>a.button.is-outlined.docs-sourcelink:focus,html.theme--documenter-dark .button.is-primary.is-outlined.is-focused,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-focused.docs-sourcelink{background-color:#375a7f;border-color:#375a7f;color:#fff}html.theme--documenter-dark .button.is-primary.is-outlined.is-loading::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.docs-sourcelink::after{border-color:transparent transparent #375a7f #375a7f !important}html.theme--documenter-dark .button.is-primary.is-outlined.is-loading:hover::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.docs-sourcelink:hover::after,html.theme--documenter-dark .button.is-primary.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.is-hovered.docs-sourcelink::after,html.theme--documenter-dark .button.is-primary.is-outlined.is-loading:focus::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.docs-sourcelink:focus::after,html.theme--documenter-dark .button.is-primary.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.is-focused.docs-sourcelink::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-primary.is-outlined[disabled],html.theme--documenter-dark .docstring>section>a.button.is-outlined.docs-sourcelink[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-primary.is-outlined,fieldset[disabled] html.theme--documenter-dark .docstring>section>a.button.is-outlined.docs-sourcelink{background-color:transparent;border-color:#375a7f;box-shadow:none;color:#375a7f}html.theme--documenter-dark .button.is-primary.is-inverted.is-outlined,html.theme--documenter-dark .docstring>section>a.button.is-inverted.is-outlined.docs-sourcelink{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-primary.is-inverted.is-outlined:hover,html.theme--documenter-dark .docstring>section>a.button.is-inverted.is-outlined.docs-sourcelink:hover,html.theme--documenter-dark .button.is-primary.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .docstring>section>a.button.is-inverted.is-outlined.is-hovered.docs-sourcelink,html.theme--documenter-dark .button.is-primary.is-inverted.is-outlined:focus,html.theme--documenter-dark .docstring>section>a.button.is-inverted.is-outlined.docs-sourcelink:focus,html.theme--documenter-dark .button.is-primary.is-inverted.is-outlined.is-focused,html.theme--documenter-dark .docstring>section>a.button.is-inverted.is-outlined.is-focused.docs-sourcelink{background-color:#fff;color:#375a7f}html.theme--documenter-dark .button.is-primary.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .docstring>section>a.button.is-inverted.is-outlined.is-loading.docs-sourcelink:hover::after,html.theme--documenter-dark .button.is-primary.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .docstring>section>a.button.is-inverted.is-outlined.is-loading.is-hovered.docs-sourcelink::after,html.theme--documenter-dark .button.is-primary.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .docstring>section>a.button.is-inverted.is-outlined.is-loading.docs-sourcelink:focus::after,html.theme--documenter-dark .button.is-primary.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .docstring>section>a.button.is-inverted.is-outlined.is-loading.is-focused.docs-sourcelink::after{border-color:transparent transparent #375a7f #375a7f !important}html.theme--documenter-dark .button.is-primary.is-inverted.is-outlined[disabled],html.theme--documenter-dark .docstring>section>a.button.is-inverted.is-outlined.docs-sourcelink[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-primary.is-inverted.is-outlined,fieldset[disabled] html.theme--documenter-dark .docstring>section>a.button.is-inverted.is-outlined.docs-sourcelink{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-primary.is-light,html.theme--documenter-dark .docstring>section>a.button.is-light.docs-sourcelink{background-color:#f1f5f9;color:#4d7eb2}html.theme--documenter-dark .button.is-primary.is-light:hover,html.theme--documenter-dark .docstring>section>a.button.is-light.docs-sourcelink:hover,html.theme--documenter-dark .button.is-primary.is-light.is-hovered,html.theme--documenter-dark .docstring>section>a.button.is-light.is-hovered.docs-sourcelink{background-color:#e8eef5;border-color:transparent;color:#4d7eb2}html.theme--documenter-dark .button.is-primary.is-light:active,html.theme--documenter-dark .docstring>section>a.button.is-light.docs-sourcelink:active,html.theme--documenter-dark .button.is-primary.is-light.is-active,html.theme--documenter-dark .docstring>section>a.button.is-light.is-active.docs-sourcelink{background-color:#dfe8f1;border-color:transparent;color:#4d7eb2}html.theme--documenter-dark .button.is-link{background-color:#1abc9c;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-link:hover,html.theme--documenter-dark .button.is-link.is-hovered{background-color:#18b193;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-link:focus,html.theme--documenter-dark .button.is-link.is-focused{border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-link:focus:not(:active),html.theme--documenter-dark .button.is-link.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(26,188,156,0.25)}html.theme--documenter-dark .button.is-link:active,html.theme--documenter-dark .button.is-link.is-active{background-color:#17a689;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-link[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-link{background-color:#1abc9c;border-color:#1abc9c;box-shadow:none}html.theme--documenter-dark .button.is-link.is-inverted{background-color:#fff;color:#1abc9c}html.theme--documenter-dark .button.is-link.is-inverted:hover,html.theme--documenter-dark .button.is-link.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--documenter-dark .button.is-link.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-link.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#1abc9c}html.theme--documenter-dark .button.is-link.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-link.is-outlined{background-color:transparent;border-color:#1abc9c;color:#1abc9c}html.theme--documenter-dark .button.is-link.is-outlined:hover,html.theme--documenter-dark .button.is-link.is-outlined.is-hovered,html.theme--documenter-dark .button.is-link.is-outlined:focus,html.theme--documenter-dark .button.is-link.is-outlined.is-focused{background-color:#1abc9c;border-color:#1abc9c;color:#fff}html.theme--documenter-dark .button.is-link.is-outlined.is-loading::after{border-color:transparent transparent #1abc9c #1abc9c !important}html.theme--documenter-dark .button.is-link.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-link.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-link.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-link.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-link.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-link.is-outlined{background-color:transparent;border-color:#1abc9c;box-shadow:none;color:#1abc9c}html.theme--documenter-dark .button.is-link.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-link.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-focused{background-color:#fff;color:#1abc9c}html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #1abc9c #1abc9c !important}html.theme--documenter-dark .button.is-link.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-link.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-link.is-light{background-color:#edfdf9;color:#15987e}html.theme--documenter-dark .button.is-link.is-light:hover,html.theme--documenter-dark .button.is-link.is-light.is-hovered{background-color:#e2fbf6;border-color:transparent;color:#15987e}html.theme--documenter-dark .button.is-link.is-light:active,html.theme--documenter-dark .button.is-link.is-light.is-active{background-color:#d7f9f3;border-color:transparent;color:#15987e}html.theme--documenter-dark .button.is-info{background-color:#024c7d;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-info:hover,html.theme--documenter-dark .button.is-info.is-hovered{background-color:#024470;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-info:focus,html.theme--documenter-dark .button.is-info.is-focused{border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-info:focus:not(:active),html.theme--documenter-dark .button.is-info.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(2,76,125,0.25)}html.theme--documenter-dark .button.is-info:active,html.theme--documenter-dark .button.is-info.is-active{background-color:#023d64;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-info[disabled],fieldset[disabled] html.theme--documenter-dark 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.button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-info.is-light{background-color:#ebf7ff;color:#0e9dfb}html.theme--documenter-dark .button.is-info.is-light:hover,html.theme--documenter-dark .button.is-info.is-light.is-hovered{background-color:#def2fe;border-color:transparent;color:#0e9dfb}html.theme--documenter-dark .button.is-info.is-light:active,html.theme--documenter-dark .button.is-info.is-light.is-active{background-color:#d2edfe;border-color:transparent;color:#0e9dfb}html.theme--documenter-dark .button.is-success{background-color:#008438;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-success:hover,html.theme--documenter-dark .button.is-success.is-hovered{background-color:#073;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-success:focus,html.theme--documenter-dark 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.button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-warning.is-outlined{background-color:transparent;border-color:#ad8100;box-shadow:none;color:#ad8100}html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-focused{background-color:#fff;color:#ad8100}html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark 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.button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #9e1b0d #9e1b0d !important}html.theme--documenter-dark .button.is-danger.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-danger.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-danger.is-outlined{background-color:transparent;border-color:#9e1b0d;box-shadow:none;color:#9e1b0d}html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#9e1b0d}html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #9e1b0d #9e1b0d !important}html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-danger.is-light{background-color:#fdeeec;color:#ec311d}html.theme--documenter-dark .button.is-danger.is-light:hover,html.theme--documenter-dark .button.is-danger.is-light.is-hovered{background-color:#fce3e0;border-color:transparent;color:#ec311d}html.theme--documenter-dark .button.is-danger.is-light:active,html.theme--documenter-dark .button.is-danger.is-light.is-active{background-color:#fcd8d5;border-color:transparent;color:#ec311d}html.theme--documenter-dark .button.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--documenter-dark .button.is-small:not(.is-rounded),html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--documenter-dark .button.is-normal{font-size:1rem}html.theme--documenter-dark .button.is-medium{font-size:1.25rem}html.theme--documenter-dark .button.is-large{font-size:1.5rem}html.theme--documenter-dark .button[disabled],fieldset[disabled] html.theme--documenter-dark .button{background-color:#8c9b9d;border-color:#5e6d6f;box-shadow:none;opacity:.5}html.theme--documenter-dark .button.is-fullwidth{display:flex;width:100%}html.theme--documenter-dark .button.is-loading{color:transparent !important;pointer-events:none}html.theme--documenter-dark .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--documenter-dark .button.is-static{background-color:#282f2f;border-color:#5e6d6f;color:#dbdee0;box-shadow:none;pointer-events:none}html.theme--documenter-dark .button.is-rounded,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--documenter-dark .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--documenter-dark .buttons .button{margin-bottom:0.5rem}html.theme--documenter-dark .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--documenter-dark .buttons:last-child{margin-bottom:-0.5rem}html.theme--documenter-dark .buttons:not(:last-child){margin-bottom:1rem}html.theme--documenter-dark .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--documenter-dark .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--documenter-dark .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--documenter-dark .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--documenter-dark .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--documenter-dark .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--documenter-dark .buttons.has-addons .button:last-child{margin-right:0}html.theme--documenter-dark .buttons.has-addons .button:hover,html.theme--documenter-dark .buttons.has-addons .button.is-hovered{z-index:2}html.theme--documenter-dark .buttons.has-addons .button:focus,html.theme--documenter-dark .buttons.has-addons .button.is-focused,html.theme--documenter-dark .buttons.has-addons .button:active,html.theme--documenter-dark .buttons.has-addons .button.is-active,html.theme--documenter-dark .buttons.has-addons .button.is-selected{z-index:3}html.theme--documenter-dark .buttons.has-addons .button:focus:hover,html.theme--documenter-dark .buttons.has-addons .button.is-focused:hover,html.theme--documenter-dark .buttons.has-addons .button:active:hover,html.theme--documenter-dark .buttons.has-addons .button.is-active:hover,html.theme--documenter-dark .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--documenter-dark .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--documenter-dark .buttons.is-centered{justify-content:center}html.theme--documenter-dark .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--documenter-dark .buttons.is-right{justify-content:flex-end}html.theme--documenter-dark .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--documenter-dark .button.is-responsive.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--documenter-dark .button.is-responsive,html.theme--documenter-dark .button.is-responsive.is-normal{font-size:.65625rem}html.theme--documenter-dark .button.is-responsive.is-medium{font-size:.75rem}html.theme--documenter-dark .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--documenter-dark .button.is-responsive.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--documenter-dark .button.is-responsive,html.theme--documenter-dark .button.is-responsive.is-normal{font-size:.75rem}html.theme--documenter-dark .button.is-responsive.is-medium{font-size:1rem}html.theme--documenter-dark .button.is-responsive.is-large{font-size:1.25rem}}html.theme--documenter-dark .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--documenter-dark .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--documenter-dark .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--documenter-dark .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--documenter-dark .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--documenter-dark .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--documenter-dark .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--documenter-dark .content li+li{margin-top:0.25em}html.theme--documenter-dark .content p:not(:last-child),html.theme--documenter-dark .content dl:not(:last-child),html.theme--documenter-dark .content ol:not(:last-child),html.theme--documenter-dark .content ul:not(:last-child),html.theme--documenter-dark .content blockquote:not(:last-child),html.theme--documenter-dark .content pre:not(:last-child),html.theme--documenter-dark .content table:not(:last-child){margin-bottom:1em}html.theme--documenter-dark .content h1,html.theme--documenter-dark .content h2,html.theme--documenter-dark .content h3,html.theme--documenter-dark .content h4,html.theme--documenter-dark .content h5,html.theme--documenter-dark .content h6{color:#f2f2f2;font-weight:600;line-height:1.125}html.theme--documenter-dark .content h1{font-size:2em;margin-bottom:0.5em}html.theme--documenter-dark .content h1:not(:first-child){margin-top:1em}html.theme--documenter-dark .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--documenter-dark .content h2:not(:first-child){margin-top:1.1428em}html.theme--documenter-dark .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--documenter-dark .content h3:not(:first-child){margin-top:1.3333em}html.theme--documenter-dark .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--documenter-dark .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--documenter-dark .content h6{font-size:1em;margin-bottom:1em}html.theme--documenter-dark .content blockquote{background-color:#282f2f;border-left:5px solid #5e6d6f;padding:1.25em 1.5em}html.theme--documenter-dark .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--documenter-dark .content ol:not([type]){list-style-type:decimal}html.theme--documenter-dark .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--documenter-dark .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--documenter-dark .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--documenter-dark .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--documenter-dark .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--documenter-dark .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--documenter-dark .content ul ul ul{list-style-type:square}html.theme--documenter-dark .content dd{margin-left:2em}html.theme--documenter-dark .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--documenter-dark .content figure:not(:first-child){margin-top:2em}html.theme--documenter-dark .content figure:not(:last-child){margin-bottom:2em}html.theme--documenter-dark .content figure img{display:inline-block}html.theme--documenter-dark .content figure figcaption{font-style:italic}html.theme--documenter-dark .content pre{-webkit-overflow-scrolling:touch;overflow-x:auto;padding:0;white-space:pre;word-wrap:normal}html.theme--documenter-dark .content sup,html.theme--documenter-dark .content sub{font-size:75%}html.theme--documenter-dark .content table{width:100%}html.theme--documenter-dark .content table td,html.theme--documenter-dark .content table th{border:1px solid #5e6d6f;border-width:0 0 1px;padding:0.5em 0.75em;vertical-align:top}html.theme--documenter-dark .content table th{color:#f2f2f2}html.theme--documenter-dark .content table th:not([align]){text-align:inherit}html.theme--documenter-dark .content table 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html.theme--documenter-dark .navbar-dropdown,html.theme--documenter-dark .navbar-dropdown.is-boxed{border-radius:8px;border-top:none;box-shadow:0 8px 8px rgba(10,10,10,0.1), 0 0 0 1px rgba(10,10,10,0.1);display:block;opacity:0;pointer-events:none;top:calc(100% + (-4px));transform:translateY(-5px);transition-duration:86ms;transition-property:opacity, transform}html.theme--documenter-dark .navbar-dropdown.is-right{left:auto;right:0}html.theme--documenter-dark .navbar-divider{display:block}html.theme--documenter-dark .navbar>.container .navbar-brand,html.theme--documenter-dark .container>.navbar .navbar-brand{margin-left:-.75rem}html.theme--documenter-dark .navbar>.container .navbar-menu,html.theme--documenter-dark .container>.navbar .navbar-menu{margin-right:-.75rem}html.theme--documenter-dark .navbar.is-fixed-bottom-desktop,html.theme--documenter-dark .navbar.is-fixed-top-desktop{left:0;position:fixed;right:0;z-index:30}html.theme--documenter-dark 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a.navbar-item.is-active:not(:focus):not(:hover),html.theme--documenter-dark .navbar-link.is-active:not(:focus):not(:hover){background-color:rgba(0,0,0,0)}html.theme--documenter-dark .navbar-item.has-dropdown:focus .navbar-link,html.theme--documenter-dark .navbar-item.has-dropdown:hover .navbar-link,html.theme--documenter-dark .navbar-item.has-dropdown.is-active .navbar-link{background-color:rgba(0,0,0,0)}}html.theme--documenter-dark .hero.is-fullheight-with-navbar{min-height:calc(100vh - 4rem)}html.theme--documenter-dark .pagination{font-size:1rem;margin:-.25rem}html.theme--documenter-dark .pagination.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.pagination{font-size:.75rem}html.theme--documenter-dark .pagination.is-medium{font-size:1.25rem}html.theme--documenter-dark .pagination.is-large{font-size:1.5rem}html.theme--documenter-dark .pagination.is-rounded .pagination-previous,html.theme--documenter-dark #documenter .docs-sidebar 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.hljs-string{color:#38a}.hljs-emphasis{font-style:italic}.hljs-strong{font-weight:bold}.gap-4{gap:1rem} diff --git a/previews/PR1/assets/themeswap.js b/previews/PR1/assets/themeswap.js new file mode 100644 index 00000000..9f5eebe6 --- /dev/null +++ b/previews/PR1/assets/themeswap.js @@ -0,0 +1,84 @@ +// Small function to quickly swap out themes. Gets put into the tag.. +function set_theme_from_local_storage() { + // Initialize the theme to null, which means default + var theme = null; + // If the browser supports the localstorage and is not disabled then try to get the + // documenter theme + if (window.localStorage != null) { + // Get the user-picked theme from localStorage. May be `null`, which means the default + // theme. + theme = window.localStorage.getItem("documenter-theme"); + } + // Check if the users preference is for dark color scheme + var darkPreference = + window.matchMedia("(prefers-color-scheme: dark)").matches === true; + // Initialize a few variables for the loop: + // + // - active: will contain the index of the theme that should be active. Note that there + // is no guarantee that localStorage contains sane values. If `active` stays `null` + // we either could not find the theme or it is the default (primary) theme anyway. + // Either way, we then need to stick to the primary theme. + // + // - disabled: style sheets that should be disabled (i.e. all the theme style sheets + // that are not the currently active theme) + var active = null; + var disabled = []; + var primaryLightTheme = null; + var primaryDarkTheme = null; + for (var i = 0; i < document.styleSheets.length; i++) { + var ss = document.styleSheets[i]; + // The tag of each style sheet is expected to have a data-theme-name attribute + // which must contain the name of the theme. The names in localStorage much match this. + var themename = ss.ownerNode.getAttribute("data-theme-name"); + // attribute not set => non-theme stylesheet => ignore + if (themename === null) continue; + // To distinguish the default (primary) theme, it needs to have the data-theme-primary + // attribute set. + if (ss.ownerNode.getAttribute("data-theme-primary") !== null) { + primaryLightTheme = themename; + } + // Check if the theme is primary dark theme so that we could store its name in darkTheme + if (ss.ownerNode.getAttribute("data-theme-primary-dark") !== null) { + primaryDarkTheme = themename; + } + // If we find a matching theme (and it's not the default), we'll set active to non-null + if (themename === theme) active = i; + // Store the style sheets of inactive themes so that we could disable them + if (themename !== theme) disabled.push(ss); + } + var activeTheme = null; + if (active !== null) { + // If we did find an active theme, we'll (1) add the theme--$(theme) class to + document.getElementsByTagName("html")[0].className = "theme--" + theme; + activeTheme = theme; + } else { + // If we did _not_ find an active theme, then we need to fall back to the primary theme + // which can either be dark or light, depending on the user's OS preference. + var activeTheme = darkPreference ? primaryDarkTheme : primaryLightTheme; + // In case it somehow happens that the relevant primary theme was not found in the + // preceding loop, we abort without doing anything. + if (activeTheme === null) { + console.error("Unable to determine primary theme."); + return; + } + // When switching to the primary light theme, then we must not have a class name + // for the tag. That's only for non-primary or the primary dark theme. + if (darkPreference) { + document.getElementsByTagName("html")[0].className = + "theme--" + activeTheme; + } else { + document.getElementsByTagName("html")[0].className = ""; + } + } + for (var i = 0; i < document.styleSheets.length; i++) { + var ss = document.styleSheets[i]; + // The tag of each style sheet is expected to have a data-theme-name attribute + // which must contain the name of the theme. The names in localStorage much match this. + var themename = ss.ownerNode.getAttribute("data-theme-name"); + // attribute not set => non-theme stylesheet => ignore + if (themename === null) continue; + // we'll disable all the stylesheets, except for the active one + ss.disabled = !(themename == activeTheme); + } +} +set_theme_from_local_storage(); diff --git a/previews/PR1/assets/warner.js b/previews/PR1/assets/warner.js new file mode 100644 index 00000000..3f6f5d00 --- /dev/null +++ b/previews/PR1/assets/warner.js @@ -0,0 +1,52 @@ +function maybeAddWarning() { + // DOCUMENTER_NEWEST is defined in versions.js, DOCUMENTER_CURRENT_VERSION and DOCUMENTER_STABLE + // in siteinfo.js. + // If either of these are undefined something went horribly wrong, so we abort. + if ( + window.DOCUMENTER_NEWEST === undefined || + window.DOCUMENTER_CURRENT_VERSION === undefined || + window.DOCUMENTER_STABLE === undefined + ) { + return; + } + + // Current version is not a version number, so we can't tell if it's the newest version. Abort. + if (!/v(\d+\.)*\d+/.test(window.DOCUMENTER_CURRENT_VERSION)) { + return; + } + + // Current version is newest version, so no need to add a warning. + if (window.DOCUMENTER_NEWEST === window.DOCUMENTER_CURRENT_VERSION) { + return; + } + + // Add a noindex meta tag (unless one exists) so that search engines don't index this version of the docs. + if (document.body.querySelector('meta[name="robots"]') === null) { + const meta = document.createElement("meta"); + meta.name = "robots"; + meta.content = "noindex"; + + document.getElementsByTagName("head")[0].appendChild(meta); + } + + const div = document.createElement("div"); + div.classList.add("outdated-warning-overlay"); + const closer = document.createElement("button"); + closer.classList.add("outdated-warning-closer", "delete"); + closer.addEventListener("click", function () { + document.body.removeChild(div); + }); + const href = window.documenterBaseURL + "/../" + window.DOCUMENTER_STABLE; + div.innerHTML = + 'This documentation is not for the latest stable release, but for either the development version or an older release.
Click here to go to the documentation for the latest stable release.'; + div.appendChild(closer); + document.body.appendChild(div); +} + +if (document.readyState === "loading") { + document.addEventListener("DOMContentLoaded", maybeAddWarning); +} else { + maybeAddWarning(); +} diff --git a/previews/PR1/index.html b/previews/PR1/index.html new file mode 100644 index 00000000..f1909721 --- /dev/null +++ b/previews/PR1/index.html @@ -0,0 +1,2 @@ + +Home · Chmy
GitHub
diff --git a/previews/PR1/lib/modules/index.html b/previews/PR1/lib/modules/index.html new file mode 100644 index 00000000..a5221b40 --- /dev/null +++ b/previews/PR1/lib/modules/index.html @@ -0,0 +1,2 @@ + +Modules · Chmy
GitHub

Modules

Grids

Chmy.Grids.UniformGrid — Method
UniformGrid(; origin, extent, dims, topology=nothing) where {N}

Constructs a uniform grid with specified origin, extent, dimensions, and topology.

Arguments

  • origin::NTuple{N,Number}: The origin of the grid.
  • extent::NTuple{N,Number}: The extent of the grid.
  • dims::NTuple{N,Integer}: The dimensions of the grid.
  • topology=nothing: The topology of the grid. If not provided, a default Bounded topology is used.
source
Chmy.Grids.axis — Method
axis(grid::RegularGrid, ::Val{dim}) where {dim}

Return the axis corresponding to the spatial dimension dim.

source
Chmy.Grids.bounds — Method
bounds(grid::StructuredGrid{N}, loc::LocOrLocs{N}) where {N}

Compute the bounds of a structured grid at the specified location(s).

source
Chmy.Grids.connectivity — Method
connectivity(grid::StructuredGrid{N,T,C}, D::Val, S::Val)

Return the connectivity of the structured grid grid for the given dimension D and side S.

source
Chmy.Grids.coord — Method
coord(grid::RegularGrid{N}, loc::[Location, NTuple{N,Location}], I...) where {N}

Return a tuple of spatial coordinates of a grid point at location loc and indices I.

For vertex locations, first grid point is at the origin. For center locations, first grid point at half-spacing distance from the origin.

source
Chmy.Grids.inv_spacing — Method
inv_spacing(grid::RegularGrid{N}, loc::[Location, NTuple{N,Location}], I...) where {N}

Return a tuple of inverse grid spacings at location loc and indices I.

source
Chmy.Grids.spacing — Method
spacing(grid::RegularGrid{N}, loc::[Location, NTuple{N,Location}], I...) where {N}

Return a tuple of grid spacings at location loc and indices I.

source

Architectures

Chmy.Architectures.Arch — Method
Arch(backend::Backend; device_id::Integer=1)

Create an architecture object for the specified backend and device.

Arguments

  • backend: The backend to use for computation.
  • device_id=1: The ID of the device to use.
source
Chmy.Architectures.activate! — Method
activate!(arch::SingleDeviceArchitecture; priority=:normal)

Activate the given architecture on the specified device and set the priority of the backend.

source

Fields

Chmy.Fields.Field — Type
struct Field{T,N,L,H,A} <: AbstractField{T,N,L}

Field represents a discrete scalar field with specified type, number of dimensions, location, and halo size.

source
Chmy.Fields.Field — Method
Field(backend, grid, loc, type=eltype(grid); halo=1)

Constructs a field on a structured grid at the specified location.

Arguments:

  • backend: The backend to use for memory allocation.
  • grid: The structured grid on which the field is constructed.
  • loc: The location or locations on the grid where the field is constructed.
  • type: The element type of the field. Defaults to the element type of the grid.
  • halo: The halo size for the field. Defaults to 1.
source
Chmy.Fields.FunctionField — Type
struct FunctionField{T,N,L,CD,F,G,P} <: AbstractField{T,N,L}

Continuous or discrete field with values computed at runtime.

Constructors

  • FunctionField{CD,L}(func::F, grid::G, parameters::P) where {CD,L,F,G,P}: Create a new FunctionField object.
source

Grid Operators

Boundary Conditions

Chmy.BoundaryConditions.bc! — Method
bc!(arch::Architecture, grid::StructuredGrid, batch::BatchSet)

Apply boundary conditions using a batch set batch containing an AbstractBatch per dimension per side of grid.

Arguments

  • arch: The architecture.
  • grid: The grid.
  • batch:: The batch set to apply boundary conditions to.
source

Distributed

Chmy.Distributed.CartesianTopology — Method
CartesianTopology(comm::MPI.Comm, dims::NTuple{N,Int}) where {N}

Create an N-dimensional Cartesian topology using base MPI communicator comm with dimensions dims. If all entries in dims are not equal to 0, the product of dims should be equal to the total number of MPI processes MPI.Comm_size(comm). If any (or all) entries of dims are 0, the dimensions in the corresponding spatial directions will be picked automatically.

source
Chmy.Distributed.StackAllocator — Type
mutable struct StackAllocator

Simple stack (a.k.a. bump/arena) allocator. Maintains an internal buffer that grows dynamically if the requested allocation exceeds current buffer size.

source
Chmy.Architectures.Arch — Method
Arch(backend::Backend, comm::MPI::Comm, dims; kwargs...) where {N}

Create a distributed Architecture using backend backend and comm. For GPU backends, device will be selected automatically based on a process id within a node.

source
Chmy.Distributed.allocate — Function
allocate(sa::StackAllocator, T::DataType, dims, [align=sizeof(T)])

Allocate a buffer of type T with dimensions dims using a stack allocator. The align parameter specifies the alignment of the buffer elements.

Arguments

  • sa::StackAllocator: The stack allocator object.
  • T::DataType: The data type of the requested allocation.
  • dims: The dimensions of the requested allocation.
  • align::Integer: The alignment of the allocated buffer in bytes.
source
Chmy.Distributed.gather! — Method
gather!(arch::DistributedArchitecture, dst, src::Field; kwargs...)

Gather the interior of a field src into a global array dst.

source
Chmy.Distributed.gather! — Method
gather!(dst::Union{AbstractArray{T,N},Nothing}, src::AbstractArray{T,N}, comm::MPI.Comm; root=0) where {T,N}

Gather local array src into a global array dst. Size of the global array size(dst) should be equal to the product of the size of a local array size(src) and the dimensions of a Cartesian communicator comm. The array will be gathered on the process with id root (root=0 by default). Note that the memory for a global array should be allocated only on the process with id root, on other processes dst can be set to nothing.

source
Chmy.Distributed.has_neighbor — Method
has_neighbor(t::CartesianTopology, dim, side)

Returns true if there a neighbor process in spatial direction dim on the side side, or false otherwise.

source
Chmy.Distributed.neighbor — Method
neighbor(t::CartesianTopology, dim, side)

Returns id of a neighbor process in spatial direction dim on the side side, if this neighbor exists, or MPI.PROC_NULL otherwise.

source
Chmy.Distributed.neighbors — Method
neighbors(t::CartesianTopology)

Neighbors of a current process.

Returns NTuple containing process ids of the two immediate neighbors in each spatial direction, or MPI.PROC_NULL if no neighbor on a corresponding side.

source
Chmy.Distributed.reset! — Method
reset!(sa::StackAllocator)

Reset the stack allocator by resetting the pointer. Doesn't free the internal memory buffer.

source

Workers

Chmy.Workers.Worker — Type
mutable struct Worker{T}

A worker that performs tasks asynchronously.

Constructor

Worker{T}(; setup=nothing, teardown=nothing) where {T}

Constructs a new Worker object.

Arguments

  • setup: A function to be executed before the worker starts processing tasks. (optional)
  • teardown: A function to be executed after the worker finishes processing tasks. (optional)
source
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N","page":"Modules","title":"Chmy.BoundaryConditions.bc!","text":"bc!(arch::Architecture, grid::StructuredGrid, batch::BatchSet)\n\nApply boundary conditions using a batch set batch containing an AbstractBatch per dimension per side of grid.\n\nArguments\n\narch: The architecture.\ngrid: The grid.\nbatch:: The batch set to apply boundary conditions to.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Distributed","page":"Modules","title":"Distributed","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Distributed]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Distributed.CartesianTopology","page":"Modules","title":"Chmy.Distributed.CartesianTopology","text":"CartesianTopology\n\nRepresents N-dimensional Cartesian topology of distributed processes.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.CartesianTopology-Union{Tuple{N}, Tuple{MPI.Comm, Tuple{Vararg{Int64, N}}}} where N","page":"Modules","title":"Chmy.Distributed.CartesianTopology","text":"CartesianTopology(comm::MPI.Comm, dims::NTuple{N,Int}) where {N}\n\nCreate an N-dimensional Cartesian topology using base MPI communicator comm with dimensions dims. If all entries in dims are not equal to 0, the product of dims should be equal to the total number of MPI processes MPI.Comm_size(comm). If any (or all) entries of dims are 0, the dimensions in the corresponding spatial directions will be picked automatically.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.DistributedArchitecture","page":"Modules","title":"Chmy.Distributed.DistributedArchitecture","text":"struct DistributedArchitecture{ChildArch,Topo}\n\nA struct representing a distributed architecture.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.StackAllocator","page":"Modules","title":"Chmy.Distributed.StackAllocator","text":"mutable struct StackAllocator\n\nSimple stack (a.k.a. bump/arena) allocator. Maintains an internal buffer that grows dynamically if the requested allocation exceeds current buffer size.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.StackAllocator-Tuple{KernelAbstractions.Backend}","page":"Modules","title":"Chmy.Distributed.StackAllocator","text":"StackAllocator(backend::Backend)\n\nCreate a stack allocator using the specified backend to store allocations.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.Arch-Tuple{KernelAbstractions.Backend, MPI.Comm, Any}","page":"Modules","title":"Chmy.Architectures.Arch","text":"Arch(backend::Backend, comm::MPI::Comm, dims; kwargs...) where {N}\n\nCreate a distributed Architecture using backend backend and comm. For GPU backends, device will be selected automatically based on a process id within a node.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.allocate","page":"Modules","title":"Chmy.Distributed.allocate","text":"allocate(sa::StackAllocator, T::DataType, dims, [align=sizeof(T)])\n\nAllocate a buffer of type T with dimensions dims using a stack allocator. The align parameter specifies the alignment of the buffer elements.\n\nArguments\n\nsa::StackAllocator: The stack allocator object.\nT::DataType: The data type of the requested allocation.\ndims: The dimensions of the requested allocation.\nalign::Integer: The alignment of the allocated buffer in bytes.\n\n\n\n\n\n","category":"function"},{"location":"lib/modules/#Chmy.Distributed.cart_comm-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.cart_comm","text":"cart_comm(t::CartesianTopology)\n\nMPI Cartesian communicator for the topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.coords-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.coords","text":"coords(t::CartesianTopology)\n\nCoordinates of a current process within a Cartesian topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.dims-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.dims","text":"dims(t::CartesianTopology)\n\nDimensions of the topology as NTuple.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.gather!-Tuple{Chmy.Distributed.DistributedArchitecture, Any, Chmy.Fields.Field}","page":"Modules","title":"Chmy.Distributed.gather!","text":"gather!(arch::DistributedArchitecture, dst, src::Field; kwargs...)\n\nGather the interior of a field src into a global array dst.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.gather!-Union{Tuple{N}, Tuple{T}, Tuple{Union{Nothing, AbstractArray{T, N}}, AbstractArray{T, N}, MPI.Comm}} where {T, N}","page":"Modules","title":"Chmy.Distributed.gather!","text":"gather!(dst::Union{AbstractArray{T,N},Nothing}, src::AbstractArray{T,N}, comm::MPI.Comm; root=0) where {T,N}\n\nGather local array src into a global array dst. Size of the global array size(dst) should be equal to the product of the size of a local array size(src) and the dimensions of a Cartesian communicator comm. The array will be gathered on the process with id root (root=0 by default). Note that the memory for a global array should be allocated only on the process with id root, on other processes dst can be set to nothing.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.global_rank-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.global_rank","text":"global_rank(t::CartesianTopology)\n\nGlobal id of a process in a Cartesian topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.global_size-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.global_size","text":"global_size(t::CartesianTopology)\n\nTotal number of processes withing the topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.has_neighbor-Tuple{Chmy.Distributed.CartesianTopology, Any, Any}","page":"Modules","title":"Chmy.Distributed.has_neighbor","text":"has_neighbor(t::CartesianTopology, dim, side)\n\nReturns true if there a neighbor process in spatial direction dim on the side side, or false otherwise.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.nallocs-Tuple{Chmy.Distributed.StackAllocator}","page":"Modules","title":"Chmy.Distributed.nallocs","text":"nallocs(sa::StackAllocator)\n\nGet the number of allocations made by the given StackAllocator.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.neighbor-Tuple{Chmy.Distributed.CartesianTopology, Any, Any}","page":"Modules","title":"Chmy.Distributed.neighbor","text":"neighbor(t::CartesianTopology, dim, side)\n\nReturns id of a neighbor process in spatial direction dim on the side side, if this neighbor exists, or MPI.PROC_NULL otherwise.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.neighbors-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.neighbors","text":"neighbors(t::CartesianTopology)\n\nNeighbors of a current process.\n\nReturns NTuple containing process ids of the two immediate neighbors in each spatial direction, or MPI.PROC_NULL if no neighbor on a corresponding side.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.node_name-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.node_name","text":"node_name(t::CartesianTopology)\n\nName of a node according to MPI.Get_processor_name().\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.node_size-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.node_size","text":"node_size(t::CartesianTopology)\n\nNumber of processes sharing the same node.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.reset!-Tuple{Chmy.Distributed.StackAllocator}","page":"Modules","title":"Chmy.Distributed.reset!","text":"reset!(sa::StackAllocator)\n\nReset the stack allocator by resetting the pointer. Doesn't free the internal memory buffer.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.shared_comm-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.shared_comm","text":"shared_comm(t::CartesianTopology)\n\nMPI communicator for the processes sharing the same node.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.shared_rank-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.shared_rank","text":"shared_rank(t::CartesianTopology)\n\nLocal id of a process within a single node. Can be used to set the GPU device.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Workers","page":"Modules","title":"Workers","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Workers]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Workers.Worker","page":"Modules","title":"Chmy.Workers.Worker","text":"mutable struct Worker{T}\n\nA worker that performs tasks asynchronously.\n\nConstructor\n\nWorker{T}(; setup=nothing, teardown=nothing) where {T}\n\nConstructs a new Worker object.\n\nArguments\n\nsetup: A function to be executed before the worker starts processing tasks. (optional)\nteardown: A function to be executed after the worker finishes processing tasks. (optional)\n\n\n\n\n\n","category":"type"},{"location":"usage/runtests/#Running-tests","page":"Running tests","title":"Running tests","text":"","category":"section"},{"location":"usage/runtests/#CPU-tests","page":"Running tests","title":"CPU tests","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"To run the Chmy test suite on the CPU, simple run test from within the package mode or using Pkg:","category":"page"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"using Pkg\nPkg.test(\"Chmy\")","category":"page"},{"location":"usage/runtests/#GPU-tests-needs-update!","page":"Running tests","title":"GPU tests - needs update!","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"To run the Chmy test suite on CUDA or ROC backend (Nvidia or AMD GPUs), respectively, run the tests using Pkg adding following test_args:","category":"page"},{"location":"usage/runtests/#For-CUDA-backend-(Nvidia-GPUs):","page":"Running tests","title":"For CUDA backend (Nvidia GPUs):","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"using Pkg\nPkg.test(\"Chmy\"; test_args=[\"--backend=CUDA\"])","category":"page"},{"location":"usage/runtests/#For-ROC-backend-(AMD-GPUs):","page":"Running tests","title":"For ROC backend (AMD GPUs):","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"using Pkg\nPkg.test(\"Chmy\"; test_args=[\"--backend=AMDGPU\"])","category":"page"},{"location":"#Chmy.jl","page":"Home","title":"Chmy.jl","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"Documentation for Chmy.jl","category":"page"},{"location":"","page":"Home","title":"Home","text":"Information about the GPU4GEO project can be found on the GPU4GEO website","category":"page"}] +} diff --git a/previews/PR1/siteinfo.js b/previews/PR1/siteinfo.js new file mode 100644 index 00000000..33abff0d --- /dev/null +++ b/previews/PR1/siteinfo.js @@ -0,0 +1 @@ +var DOCUMENTER_CURRENT_VERSION = "previews/PR1"; diff --git a/previews/PR1/usage/runtests/index.html b/previews/PR1/usage/runtests/index.html new file mode 100644 index 00000000..da1173a2 --- /dev/null +++ b/previews/PR1/usage/runtests/index.html @@ -0,0 +1,5 @@ + +Running tests · Chmy
GitHub
diff --git a/previews/PR10/.documenter-siteinfo.json b/previews/PR10/.documenter-siteinfo.json new file mode 100644 index 00000000..c0e960e2 --- /dev/null +++ b/previews/PR10/.documenter-siteinfo.json @@ -0,0 +1 @@ +{"documenter":{"julia_version":"1.10.1","generation_timestamp":"2024-03-01T20:20:27","documenter_version":"1.2.1"}} \ No newline at end of file diff --git a/previews/PR10/assets/documenter.js b/previews/PR10/assets/documenter.js new file mode 100644 index 00000000..f5311607 --- /dev/null +++ b/previews/PR10/assets/documenter.js @@ -0,0 +1,889 @@ +// Generated by Documenter.jl +requirejs.config({ + paths: { + 'highlight-julia': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia.min', + 'headroom': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/headroom.min', + 'jqueryui': 'https://cdnjs.cloudflare.com/ajax/libs/jqueryui/1.13.2/jquery-ui.min', + 'minisearch': 'https://cdn.jsdelivr.net/npm/minisearch@6.1.0/dist/umd/index.min', + 'katex-auto-render': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/contrib/auto-render.min', + 'jquery': 'https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.0/jquery.min', + 'headroom-jquery': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/jQuery.headroom.min', + 'katex': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min', + 'highlight': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/highlight.min', + 'highlight-julia-repl': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia-repl.min', + }, + shim: { + "highlight-julia": { + "deps": [ + "highlight" + ] + }, + "katex-auto-render": { + "deps": [ + "katex" + ] + }, + "headroom-jquery": { + "deps": [ + "jquery", + "headroom" + ] + }, + "highlight-julia-repl": { + "deps": [ + "highlight" + ] + } +} +}); +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'katex', 'katex-auto-render'], function($, katex, renderMathInElement) { +$(document).ready(function() { + renderMathInElement( + document.body, + { + "delimiters": [ + { + "left": "$", + "right": "$", + "display": false + }, + { + "left": "$$", + "right": "$$", + "display": true + }, + { + "left": "\\[", + "right": "\\]", + "display": true + } + ] +} + + ); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'highlight', 'highlight-julia', 'highlight-julia-repl'], function($) { +$(document).ready(function() { + hljs.highlightAll(); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +let timer = 0; +var isExpanded = true; + +$(document).on("click", ".docstring header", function () { + let articleToggleTitle = "Expand docstring"; + + debounce(() => { + if ($(this).siblings("section").is(":visible")) { + $(this) + .find(".docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + } else { + $(this) + .find(".docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + articleToggleTitle = "Collapse docstring"; + } + + $(this) + .find(".docstring-article-toggle-button") + .prop("title", articleToggleTitle); + $(this).siblings("section").slideToggle(); + }); +}); + +$(document).on("click", ".docs-article-toggle-button", function () { + let articleToggleTitle = "Expand docstring"; + let navArticleToggleTitle = "Expand all docstrings"; + + debounce(() => { + if (isExpanded) { + $(this).removeClass("fa-chevron-up").addClass("fa-chevron-down"); + $(".docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + + isExpanded = false; + + $(".docstring section").slideUp(); + } else { + $(this).removeClass("fa-chevron-down").addClass("fa-chevron-up"); + $(".docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + isExpanded = true; + articleToggleTitle = "Collapse docstring"; + navArticleToggleTitle = "Collapse all docstrings"; + + $(".docstring section").slideDown(); + } + + $(this).prop("title", navArticleToggleTitle); + $(".docstring-article-toggle-button").prop("title", articleToggleTitle); + }); +}); + +function debounce(callback, timeout = 300) { + if (Date.now() - timer > timeout) { + callback(); + } + + clearTimeout(timer); + + timer = Date.now(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require([], function() { +function addCopyButtonCallbacks() { + for (const el of document.getElementsByTagName("pre")) { + const button = document.createElement("button"); + button.classList.add("copy-button", "fa-solid", "fa-copy"); + button.setAttribute("aria-label", "Copy this code block"); + button.setAttribute("title", "Copy"); + + el.appendChild(button); + + const success = function () { + button.classList.add("success", "fa-check"); + button.classList.remove("fa-copy"); + }; + + const failure = function () { + button.classList.add("error", "fa-xmark"); + button.classList.remove("fa-copy"); + }; + + button.addEventListener("click", function () { + copyToClipboard(el.innerText).then(success, failure); + + setTimeout(function () { + button.classList.add("fa-copy"); + button.classList.remove("success", "fa-check", "fa-xmark"); + }, 5000); + }); + } +} + +function copyToClipboard(text) { + // clipboard API is only available in secure contexts + if (window.navigator && window.navigator.clipboard) { + return window.navigator.clipboard.writeText(text); + } else { + return new Promise(function (resolve, reject) { + try { + const el = document.createElement("textarea"); + el.textContent = text; + el.style.position = "fixed"; + el.style.opacity = 0; + document.body.appendChild(el); + el.select(); + document.execCommand("copy"); + + resolve(); + } catch (err) { + reject(err); + } finally { + document.body.removeChild(el); + } + }); + } +} + +if (document.readyState === "loading") { + document.addEventListener("DOMContentLoaded", addCopyButtonCallbacks); +} else { + addCopyButtonCallbacks(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'headroom', 'headroom-jquery'], function($, Headroom) { + +// Manages the top navigation bar (hides it when the user starts scrolling down on the +// mobile). +window.Headroom = Headroom; // work around buggy module loading? +$(document).ready(function () { + $("#documenter .docs-navbar").headroom({ + tolerance: { up: 10, down: 10 }, + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'minisearch'], function($, minisearch) { + +// In general, most search related things will have "search" as a prefix. +// To get an in-depth about the thought process you can refer: https://hetarth02.hashnode.dev/series/gsoc + +let results = []; +let timer = undefined; + +let data = documenterSearchIndex["docs"].map((x, key) => { + x["id"] = key; // minisearch requires a unique for each object + return x; +}); + +// list below is the lunr 2.1.3 list minus the intersect with names(Base) +// (all, any, get, in, is, only, which) and (do, else, for, let, where, while, with) +// ideally we'd just filter the original list but it's not available as a variable +const stopWords = new Set([ + "a", + "able", + "about", + "across", + "after", + "almost", + "also", + "am", + "among", + "an", + "and", + "are", + "as", + "at", + "be", + "because", + "been", + "but", + "by", + "can", + "cannot", + "could", + "dear", + "did", + "does", + "either", + "ever", + "every", + "from", + "got", + "had", + "has", + "have", + "he", + "her", + "hers", + "him", + "his", + "how", + "however", + "i", + "if", + "into", + "it", + "its", + "just", + "least", + "like", + "likely", + "may", + "me", + "might", + "most", + "must", + "my", + "neither", + "no", + "nor", + "not", + "of", + "off", + "often", + "on", + "or", + "other", + "our", + "own", + "rather", + "said", + "say", + "says", + "she", + "should", + "since", + "so", + "some", + "than", + "that", + "the", + "their", + "them", + "then", + "there", + "these", + "they", + "this", + "tis", + "to", + "too", + "twas", + "us", + "wants", + "was", + "we", + "were", + "what", + "when", + "who", + "whom", + "why", + "will", + "would", + "yet", + "you", + "your", +]); + +let index = new minisearch({ + fields: ["title", "text"], // fields to index for full-text search + storeFields: ["location", "title", "text", "category", "page"], // fields to return with search results + processTerm: (term) => { + let word = stopWords.has(term) ? null : term; + if (word) { + // custom trimmer that doesn't strip @ and !, which are used in julia macro and function names + word = word + .replace(/^[^a-zA-Z0-9@!]+/, "") + .replace(/[^a-zA-Z0-9@!]+$/, ""); + } + + return word ?? null; + }, + // add . as a separator, because otherwise "title": "Documenter.Anchors.add!", would not find anything if searching for "add!", only for the entire qualification + tokenize: (string) => string.split(/[\s\-\.]+/), + // options which will be applied during the search + searchOptions: { + boost: { title: 100 }, + fuzzy: 2, + processTerm: (term) => { + let word = stopWords.has(term) ? null : term; + if (word) { + word = word + .replace(/^[^a-zA-Z0-9@!]+/, "") + .replace(/[^a-zA-Z0-9@!]+$/, ""); + } + + return word ?? null; + }, + tokenize: (string) => string.split(/[\s\-\.]+/), + }, +}); + +index.addAll(data); + +let filters = [...new Set(data.map((x) => x.category))]; +var modal_filters = make_modal_body_filters(filters); +var filter_results = []; + +$(document).on("keyup", ".documenter-search-input", function (event) { + // Adding a debounce to prevent disruptions from super-speed typing! + debounce(() => update_search(filter_results), 300); +}); + +$(document).on("click", ".search-filter", function () { + if ($(this).hasClass("search-filter-selected")) { + $(this).removeClass("search-filter-selected"); + } else { + $(this).addClass("search-filter-selected"); + } + + // Adding a debounce to prevent disruptions from crazy clicking! + debounce(() => get_filters(), 300); +}); + +/** + * A debounce function, takes a function and an optional timeout in milliseconds + * + * @function callback + * @param {number} timeout + */ +function debounce(callback, timeout = 300) { + clearTimeout(timer); + timer = setTimeout(callback, timeout); +} + +/** + * Make/Update the search component + * + * @param {string[]} selected_filters + */ +function update_search(selected_filters = []) { + let initial_search_body = ` +
Type something to get started!
+ `; + + let querystring = $(".documenter-search-input").val(); + + if (querystring.trim()) { + results = index.search(querystring, { + filter: (result) => { + // Filtering results + if (selected_filters.length === 0) { + return result.score >= 1; + } else { + return ( + result.score >= 1 && selected_filters.includes(result.category) + ); + } + }, + }); + + let search_result_container = ``; + let search_divider = `
`; + + if (results.length) { + let links = []; + let count = 0; + let search_results = ""; + + results.forEach(function (result) { + if (result.location) { + // Checking for duplication of results for the same page + if (!links.includes(result.location)) { + search_results += make_search_result(result, querystring); + count++; + } + + links.push(result.location); + } + }); + + let result_count = `
${count} result(s)
`; + + search_result_container = ` +
+ ${modal_filters} + ${search_divider} + ${result_count} +
+ ${search_results} +
+
+ `; + } else { + search_result_container = ` +
+ ${modal_filters} + ${search_divider} +
0 result(s)
+
+
No result found!
+ `; + } + + if ($(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").removeClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(search_result_container); + } else { + filter_results = []; + modal_filters = make_modal_body_filters(filters, filter_results); + + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(initial_search_body); + } +} + +/** + * Make the modal filter html + * + * @param {string[]} filters + * @param {string[]} selected_filters + * @returns string + */ +function make_modal_body_filters(filters, selected_filters = []) { + let str = ``; + + filters.forEach((val) => { + if (selected_filters.includes(val)) { + str += `${val}`; + } else { + str += `${val}`; + } + }); + + let filter_html = ` +
+ Filters: + ${str} +
+ `; + + return filter_html; +} + +/** + * Make the result component given a minisearch result data object and the value of the search input as queryString. + * To view the result object structure, refer: https://lucaong.github.io/minisearch/modules/_minisearch_.html#searchresult + * + * @param {object} result + * @param {string} querystring + * @returns string + */ +function make_search_result(result, querystring) { + let search_divider = `
`; + let display_link = + result.location.slice(Math.max(0), Math.min(50, result.location.length)) + + (result.location.length > 30 ? "..." : ""); // To cut-off the link because it messes with the overflow of the whole div + + if (result.page !== "") { + display_link += ` (${result.page})`; + } + + let textindex = new RegExp(`\\b${querystring}\\b`, "i").exec(result.text); + let text = + textindex !== null + ? result.text.slice( + Math.max(textindex.index - 100, 0), + Math.min( + textindex.index + querystring.length + 100, + result.text.length + ) + ) + : ""; // cut-off text before and after from the match + + let display_result = text.length + ? "..." + + text.replace( + new RegExp(`\\b${querystring}\\b`, "i"), // For first occurrence + '$&' + ) + + "..." + : ""; // highlights the match + + let in_code = false; + if (!["page", "section"].includes(result.category.toLowerCase())) { + in_code = true; + } + + // We encode the full url to escape some special characters which can lead to broken links + let result_div = ` + +
+
${result.title}
+
${result.category}
+
+

+ ${display_result} +

+
+ ${display_link} +
+ + ${search_divider} + `; + + return result_div; +} + +/** + * Get selected filters, remake the filter html and lastly update the search modal + */ +function get_filters() { + let ele = $(".search-filters .search-filter-selected").get(); + filter_results = ele.map((x) => $(x).text().toLowerCase()); + modal_filters = make_modal_body_filters(filters, filter_results); + update_search(filter_results); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Modal settings dialog +$(document).ready(function () { + var settings = $("#documenter-settings"); + $("#documenter-settings-button").click(function () { + settings.toggleClass("is-active"); + }); + // Close the dialog if X is clicked + $("#documenter-settings button.delete").click(function () { + settings.removeClass("is-active"); + }); + // Close dialog if ESC is pressed + $(document).keyup(function (e) { + if (e.keyCode == 27) settings.removeClass("is-active"); + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +let search_modal_header = ` +
+
+

+ + + + +

+
+
+ +
+
+`; + +let initial_search_body = ` +
Type something to get started!
+`; + +let search_modal_footer = ` +
+ + Ctrl + + / to search + + esc to close +
+`; + +$(document.body).append( + ` + + ` +); + +document.querySelector(".docs-search-query").addEventListener("click", () => { + openModal(); +}); + +document.querySelector(".close-search-modal").addEventListener("click", () => { + closeModal(); +}); + +$(document).on("click", ".search-result-link", function () { + closeModal(); +}); + +document.addEventListener("keydown", (event) => { + if ((event.ctrlKey || event.metaKey) && event.key === "/") { + openModal(); + } else if (event.key === "Escape") { + closeModal(); + } + + return false; +}); + +// Functions to open and close a modal +function openModal() { + let searchModal = document.querySelector("#search-modal"); + + searchModal.classList.add("is-active"); + document.querySelector(".documenter-search-input").focus(); +} + +function closeModal() { + let searchModal = document.querySelector("#search-modal"); + let initial_search_body = ` +
Type something to get started!
+ `; + + searchModal.classList.remove("is-active"); + document.querySelector(".documenter-search-input").blur(); + + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".documenter-search-input").val(""); + $(".search-modal-card-body").html(initial_search_body); +} + +document + .querySelector("#search-modal .modal-background") + .addEventListener("click", () => { + closeModal(); + }); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Manages the showing and hiding of the sidebar. +$(document).ready(function () { + var sidebar = $("#documenter > .docs-sidebar"); + var sidebar_button = $("#documenter-sidebar-button"); + sidebar_button.click(function (ev) { + ev.preventDefault(); + sidebar.toggleClass("visible"); + if (sidebar.hasClass("visible")) { + // Makes sure that the current menu item is visible in the sidebar. + $("#documenter .docs-menu a.is-active").focus(); + } + }); + $("#documenter > .docs-main").bind("click", function (ev) { + if ($(ev.target).is(sidebar_button)) { + return; + } + if (sidebar.hasClass("visible")) { + sidebar.removeClass("visible"); + } + }); +}); + +// Resizes the package name / sitename in the sidebar if it is too wide. +// Inspired by: https://github.com/davatron5000/FitText.js +$(document).ready(function () { + e = $("#documenter .docs-autofit"); + function resize() { + var L = parseInt(e.css("max-width"), 10); + var L0 = e.width(); + if (L0 > L) { + var h0 = parseInt(e.css("font-size"), 10); + e.css("font-size", (L * h0) / L0); + // TODO: make sure it survives resizes? + } + } + // call once and then register events + resize(); + $(window).resize(resize); + $(window).on("orientationchange", resize); +}); + +// Scroll the navigation bar to the currently selected menu item +$(document).ready(function () { + var sidebar = $("#documenter .docs-menu").get(0); + var active = $("#documenter .docs-menu .is-active").get(0); + if (typeof active !== "undefined") { + sidebar.scrollTop = active.offsetTop - sidebar.offsetTop - 15; + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Theme picker setup +$(document).ready(function () { + // onchange callback + $("#documenter-themepicker").change(function themepick_callback(ev) { + var themename = $("#documenter-themepicker option:selected").attr("value"); + if (themename === "auto") { + // set_theme(window.matchMedia('(prefers-color-scheme: dark)').matches ? 'dark' : 'light'); + window.localStorage.removeItem("documenter-theme"); + } else { + // set_theme(themename); + window.localStorage.setItem("documenter-theme", themename); + } + // We re-use the global function from themeswap.js to actually do the swapping. + set_theme_from_local_storage(); + }); + + // Make sure that the themepicker displays the correct theme when the theme is retrieved + // from localStorage + if (typeof window.localStorage !== "undefined") { + var theme = window.localStorage.getItem("documenter-theme"); + if (theme !== null) { + $("#documenter-themepicker option").each(function (i, e) { + e.selected = e.value === theme; + }); + } + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// update the version selector with info from the siteinfo.js and ../versions.js files +$(document).ready(function () { + // If the version selector is disabled with DOCUMENTER_VERSION_SELECTOR_DISABLED in the + // siteinfo.js file, we just return immediately and not display the version selector. + if ( + typeof DOCUMENTER_VERSION_SELECTOR_DISABLED === "boolean" && + DOCUMENTER_VERSION_SELECTOR_DISABLED + ) { + return; + } + + var version_selector = $("#documenter .docs-version-selector"); + var version_selector_select = $("#documenter .docs-version-selector select"); + + version_selector_select.change(function (x) { + target_href = version_selector_select + .children("option:selected") + .get(0).value; + window.location.href = target_href; + }); + + // add the current version to the selector based on siteinfo.js, but only if the selector is empty + if ( + typeof DOCUMENTER_CURRENT_VERSION !== "undefined" && + $("#version-selector > option").length == 0 + ) { + var option = $( + "" + ); + version_selector_select.append(option); + } + + if (typeof DOC_VERSIONS !== "undefined") { + var existing_versions = version_selector_select.children("option"); + var existing_versions_texts = existing_versions.map(function (i, x) { + return x.text; + }); + DOC_VERSIONS.forEach(function (each) { + var version_url = documenterBaseURL + "/../" + each + "/"; + var existing_id = $.inArray(each, existing_versions_texts); + // if not already in the version selector, add it as a new option, + // otherwise update the old option with the URL and enable it + if (existing_id == -1) { + var option = $( + "" + ); + version_selector_select.append(option); + } else { + var option = existing_versions[existing_id]; + option.value = version_url; + option.disabled = false; + } + }); + } + + // only show the version selector if the selector has been populated + if (version_selector_select.children("option").length > 0) { + version_selector.toggleClass("visible"); + } +}); + +}) diff --git a/previews/PR10/assets/logo.png b/previews/PR10/assets/logo.png new file mode 100644 index 00000000..a5048ba6 Binary files /dev/null and b/previews/PR10/assets/logo.png differ diff --git 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kbd.button.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-dark.is-outlined,html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-outlined:hover,html.theme--documenter-dark .content kbd.button.is-outlined:hover,html.theme--documenter-dark .button.is-dark.is-outlined.is-hovered,html.theme--documenter-dark .content kbd.button.is-outlined.is-hovered,html.theme--documenter-dark .button.is-dark.is-outlined:focus,html.theme--documenter-dark .content kbd.button.is-outlined:focus,html.theme--documenter-dark .button.is-dark.is-outlined.is-focused,html.theme--documenter-dark .content kbd.button.is-outlined.is-focused{background-color:#282f2f;border-color:#282f2f;color:#fff}html.theme--documenter-dark .button.is-dark.is-outlined.is-loading::after,html.theme--documenter-dark .content 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html.theme--documenter-dark .button.is-dark.is-outlined,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;box-shadow:none;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:hover,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:focus,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-focused{background-color:#fff;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #282f2f #282f2f !important}html.theme--documenter-dark 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.button.is-warning.is-active{background-color:#946e00;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-warning[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-warning{background-color:#ad8100;border-color:#ad8100;box-shadow:none}html.theme--documenter-dark .button.is-warning.is-inverted{background-color:#fff;color:#ad8100}html.theme--documenter-dark .button.is-warning.is-inverted:hover,html.theme--documenter-dark .button.is-warning.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--documenter-dark .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-warning.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#ad8100}html.theme--documenter-dark .button.is-warning.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark 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.button.is-danger.is-light{background-color:#fdeeec;color:#ec311d}html.theme--documenter-dark .button.is-danger.is-light:hover,html.theme--documenter-dark .button.is-danger.is-light.is-hovered{background-color:#fce3e0;border-color:transparent;color:#ec311d}html.theme--documenter-dark .button.is-danger.is-light:active,html.theme--documenter-dark .button.is-danger.is-light.is-active{background-color:#fcd8d5;border-color:transparent;color:#ec311d}html.theme--documenter-dark .button.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--documenter-dark .button.is-small:not(.is-rounded),html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--documenter-dark .button.is-normal{font-size:1rem}html.theme--documenter-dark .button.is-medium{font-size:1.25rem}html.theme--documenter-dark .button.is-large{font-size:1.5rem}html.theme--documenter-dark .button[disabled],fieldset[disabled] html.theme--documenter-dark .button{background-color:#8c9b9d;border-color:#5e6d6f;box-shadow:none;opacity:.5}html.theme--documenter-dark .button.is-fullwidth{display:flex;width:100%}html.theme--documenter-dark .button.is-loading{color:transparent !important;pointer-events:none}html.theme--documenter-dark .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--documenter-dark .button.is-static{background-color:#282f2f;border-color:#5e6d6f;color:#dbdee0;box-shadow:none;pointer-events:none}html.theme--documenter-dark .button.is-rounded,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--documenter-dark .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--documenter-dark .buttons .button{margin-bottom:0.5rem}html.theme--documenter-dark .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--documenter-dark .buttons:last-child{margin-bottom:-0.5rem}html.theme--documenter-dark .buttons:not(:last-child){margin-bottom:1rem}html.theme--documenter-dark .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--documenter-dark .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--documenter-dark .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--documenter-dark .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--documenter-dark .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--documenter-dark .buttons.has-addons 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span.sgr42{background-color:#066f00}.ansi span.sgr43{background-color:#856b00}.ansi span.sgr44{background-color:#2149b0}.ansi span.sgr45{background-color:#7d4498}.ansi span.sgr46{background-color:#007989}.ansi span.sgr47{background-color:gray}.ansi span.sgr90{color:#616161}.ansi span.sgr91{color:#cb3c33}.ansi span.sgr92{color:#0e8300}.ansi span.sgr93{color:#a98800}.ansi span.sgr94{color:#3c5dcd}.ansi span.sgr95{color:#9256af}.ansi span.sgr96{color:#008fa3}.ansi span.sgr97{color:#f5f5f5}.ansi span.sgr100{background-color:#616161}.ansi span.sgr101{background-color:#cb3c33}.ansi span.sgr102{background-color:#0e8300}.ansi span.sgr103{background-color:#a98800}.ansi span.sgr104{background-color:#3c5dcd}.ansi span.sgr105{background-color:#9256af}.ansi span.sgr106{background-color:#008fa3}.ansi span.sgr107{background-color:#f5f5f5}code.language-julia-repl>span.hljs-meta{color:#066f00;font-weight:bolder}/*! + Theme: Default + Description: Original highlight.js style + Author: (c) Ivan Sagalaev 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.hljs-string{color:#38a}.hljs-emphasis{font-style:italic}.hljs-strong{font-weight:bold}.gap-4{gap:1rem} diff --git a/previews/PR10/assets/themeswap.js b/previews/PR10/assets/themeswap.js new file mode 100644 index 00000000..9f5eebe6 --- /dev/null +++ b/previews/PR10/assets/themeswap.js @@ -0,0 +1,84 @@ +// Small function to quickly swap out themes. Gets put into the tag.. +function set_theme_from_local_storage() { + // Initialize the theme to null, which means default + var theme = null; + // If the browser supports the localstorage and is not disabled then try to get the + // documenter theme + if (window.localStorage != null) { + // Get the user-picked theme from localStorage. May be `null`, which means the default + // theme. + theme = window.localStorage.getItem("documenter-theme"); + } + // Check if the users preference is for dark color scheme + var darkPreference = + window.matchMedia("(prefers-color-scheme: dark)").matches === true; + // Initialize a few variables for the loop: + // + // - active: will contain the index of the theme that should be active. Note that there + // is no guarantee that localStorage contains sane values. If `active` stays `null` + // we either could not find the theme or it is the default (primary) theme anyway. + // Either way, we then need to stick to the primary theme. + // + // - disabled: style sheets that should be disabled (i.e. all the theme style sheets + // that are not the currently active theme) + var active = null; + var disabled = []; + var primaryLightTheme = null; + var primaryDarkTheme = null; + for (var i = 0; i < document.styleSheets.length; i++) { + var ss = document.styleSheets[i]; + // The tag of each style sheet is expected to have a data-theme-name attribute + // which must contain the name of the theme. The names in localStorage much match this. + var themename = ss.ownerNode.getAttribute("data-theme-name"); + // attribute not set => non-theme stylesheet => ignore + if (themename === null) continue; + // To distinguish the default (primary) theme, it needs to have the data-theme-primary + // attribute set. + if (ss.ownerNode.getAttribute("data-theme-primary") !== null) { + primaryLightTheme = themename; + } + // Check if the theme is primary dark theme so that we could store its name in darkTheme + if (ss.ownerNode.getAttribute("data-theme-primary-dark") !== null) { + primaryDarkTheme = themename; + } + // If we find a matching theme (and it's not the default), we'll set active to non-null + if (themename === theme) active = i; + // Store the style sheets of inactive themes so that we could disable them + if (themename !== theme) disabled.push(ss); + } + var activeTheme = null; + if (active !== null) { + // If we did find an active theme, we'll (1) add the theme--$(theme) class to + document.getElementsByTagName("html")[0].className = "theme--" + theme; + activeTheme = theme; + } else { + // If we did _not_ find an active theme, then we need to fall back to the primary theme + // which can either be dark or light, depending on the user's OS preference. + var activeTheme = darkPreference ? primaryDarkTheme : primaryLightTheme; + // In case it somehow happens that the relevant primary theme was not found in the + // preceding loop, we abort without doing anything. + if (activeTheme === null) { + console.error("Unable to determine primary theme."); + return; + } + // When switching to the primary light theme, then we must not have a class name + // for the tag. That's only for non-primary or the primary dark theme. + if (darkPreference) { + document.getElementsByTagName("html")[0].className = + "theme--" + activeTheme; + } else { + document.getElementsByTagName("html")[0].className = ""; + } + } + for (var i = 0; i < document.styleSheets.length; i++) { + var ss = document.styleSheets[i]; + // The tag of each style sheet is expected to have a data-theme-name attribute + // which must contain the name of the theme. The names in localStorage much match this. + var themename = ss.ownerNode.getAttribute("data-theme-name"); + // attribute not set => non-theme stylesheet => ignore + if (themename === null) continue; + // we'll disable all the stylesheets, except for the active one + ss.disabled = !(themename == activeTheme); + } +} +set_theme_from_local_storage(); diff --git a/previews/PR10/assets/warner.js b/previews/PR10/assets/warner.js new file mode 100644 index 00000000..3f6f5d00 --- /dev/null +++ b/previews/PR10/assets/warner.js @@ -0,0 +1,52 @@ +function maybeAddWarning() { + // DOCUMENTER_NEWEST is defined in versions.js, DOCUMENTER_CURRENT_VERSION and DOCUMENTER_STABLE + // in siteinfo.js. + // If either of these are undefined something went horribly wrong, so we abort. + if ( + window.DOCUMENTER_NEWEST === undefined || + window.DOCUMENTER_CURRENT_VERSION === undefined || + window.DOCUMENTER_STABLE === undefined + ) { + return; + } + + // Current version is not a version number, so we can't tell if it's the newest version. Abort. + if (!/v(\d+\.)*\d+/.test(window.DOCUMENTER_CURRENT_VERSION)) { + return; + } + + // Current version is newest version, so no need to add a warning. + if (window.DOCUMENTER_NEWEST === window.DOCUMENTER_CURRENT_VERSION) { + return; + } + + // Add a noindex meta tag (unless one exists) so that search engines don't index this version of the docs. + if (document.body.querySelector('meta[name="robots"]') === null) { + const meta = document.createElement("meta"); + meta.name = "robots"; + meta.content = "noindex"; + + document.getElementsByTagName("head")[0].appendChild(meta); + } + + const div = document.createElement("div"); + div.classList.add("outdated-warning-overlay"); + const closer = document.createElement("button"); + closer.classList.add("outdated-warning-closer", "delete"); + closer.addEventListener("click", function () { + document.body.removeChild(div); + }); + const href = window.documenterBaseURL + "/../" + window.DOCUMENTER_STABLE; + div.innerHTML = + 'This documentation is not for the latest stable release, but for either the development version or an older release.
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GitHub
diff --git a/previews/PR10/lib/modules/index.html b/previews/PR10/lib/modules/index.html new file mode 100644 index 00000000..0a8e489a --- /dev/null +++ b/previews/PR10/lib/modules/index.html @@ -0,0 +1,2 @@ + +Modules · Chmy
GitHub

Modules

Grids

Chmy.Grids.UniformGrid — Method
UniformGrid(arch; origin, extent, dims, topology=nothing)

Constructs a uniform grid with specified origin, extent, dimensions, and topology.

Arguments

  • arch::Architecture: The associated architecture.
  • origin::NTuple{N,Number}: The origin of the grid.
  • extent::NTuple{N,Number}: The extent of the grid.
  • dims::NTuple{N,Integer}: The dimensions of the grid.
  • topology=nothing: The topology of the grid. If not provided, a default Bounded topology is used.
source
Chmy.Grids.axis — Method
axis(grid, dim::Dim)

Return the axis corresponding to the spatial dimension dim.

source
Chmy.Grids.bounds — Method
bounds(grid, loc, [dim::Dim])

Return the bounds of a structured grid at the specified location(s).

source
Chmy.Grids.connectivity — Method
connectivity(grid, dim::Dim, side::Side)

Return the connectivity of the structured grid grid for the given dimension dim and side side.

source
Chmy.Grids.coord — Method
coord(grid, loc, I...)

Return a tuple of spatial coordinates of a grid point at location loc and indices I.

For vertex locations, first grid point is at the origin. For center locations, first grid point at half-spacing distance from the origin.

source
Chmy.Grids.extent — Method
extent(grid, loc, [dim::Dim])

Return the extent of a structured grid at the specified location(s).

source
Chmy.Grids.origin — Method
origin(grid, loc, [dim::Dim])

Return the origin of a structured grid at the specified location(s).

source
Chmy.Grids.spacing — Method
spacing(grid, loc, I...)

Return a tuple of grid spacings at location loc and indices I.

source

Architectures

Chmy.Architectures.Arch — Method
Arch(backend::Backend; device_id::Integer=1)

Create an architecture object for the specified backend and device.

Arguments

  • backend: The backend to use for computation.
  • device_id=1: The ID of the device to use.
source
Chmy.Architectures.activate! — Method
activate!(arch::SingleDeviceArchitecture; priority=:normal)

Activate the given architecture on the specified device and set the priority of the backend.

source

Fields

Chmy.Fields.Field — Type
struct Field{T,N,L,H,A} <: AbstractField{T,N,L}

Field represents a discrete scalar field with specified type, number of dimensions, location, and halo size.

source
Chmy.Fields.Field — Method
Field(backend, grid, loc, type=eltype(grid); halo=1)

Constructs a field on a structured grid at the specified location.

Arguments:

  • backend: The backend to use for memory allocation.
  • grid: The structured grid on which the field is constructed.
  • loc: The location or locations on the grid where the field is constructed.
  • type: The element type of the field. Defaults to the element type of the grid.
  • halo: The halo size for the field. Defaults to 1.
source
Chmy.Fields.FunctionField — Type
FunctionField <: AbstractField

Continuous or discrete field with values computed at runtime.

Constructors

  • FunctionField(func, grid, loc; [discrete], [parameters]): Create a new FunctionField object.
source

Grid Operators

Boundary Conditions

Chmy.BoundaryConditions.bc! — Method
bc!(arch::Architecture, grid::StructuredGrid, batch::BatchSet)

Apply boundary conditions using a batch set batch containing an AbstractBatch per dimension per side of grid.

Arguments

  • arch: The architecture.
  • grid: The grid.
  • batch:: The batch set to apply boundary conditions to.
source

Kernel launcher

Distributed

Chmy.Distributed.CartesianTopology — Method
CartesianTopology(comm, dims)

Create an N-dimensional Cartesian topology using base MPI communicator comm with dimensions dims. If all entries in dims are not equal to 0, the product of dims should be equal to the total number of MPI processes MPI.Comm_size(comm). If any (or all) entries of dims are 0, the dimensions in the corresponding spatial directions will be picked automatically.

source
Chmy.Distributed.StackAllocator — Type
mutable struct StackAllocator

Simple stack (a.k.a. bump/arena) allocator. Maintains an internal buffer that grows dynamically if the requested allocation exceeds current buffer size.

source
Base.resize! — Method
resize!(sa::StackAllocator, sz::Integer)

Resize the StackAllocator's buffer to capacity of sz bytes. This method will throw an error if any arrays were already allocated using this allocator.

source
Chmy.Architectures.Arch — Method
Arch(backend, comm, dims; kwargs...)

Create a distributed Architecture using backend backend and comm. For GPU backends, device will be selected automatically based on a process id within a node.

source
Chmy.Distributed.allocate — Function
allocate(sa::StackAllocator, T::DataType, dims, [align=sizeof(T)])

Allocate a buffer of type T with dimensions dims using a stack allocator. The align parameter specifies the alignment of the buffer elements.

Arguments

  • sa::StackAllocator: The stack allocator object.
  • T::DataType: The data type of the requested allocation.
  • dims: The dimensions of the requested allocation.
  • align::Integer: The alignment of the allocated buffer in bytes.
Warning

Arrays allocated with StackAllocator are not managed by Julia runtime. User is responsible for ensuring correct lifetimes, i.e., that the reference to allocator outlives all arrays allocated using this allocator.

source
Chmy.Distributed.exchange_halo! — Method
exchange_halo!(side::Side, dim::Dim, arch, grid, fields...; async=false)

Perform halo exchange communication between neighboring processes in a distributed architecture.

Arguments

  • side: The side of the grid where the halo exchange is performed.
  • dim: The dimension along which the halo exchange is performed.
  • arch: The distributed architecture used for communication.
  • grid: The structured grid on which the halo exchange is performed.
  • fields...: The fields to be exchanged.

Optional Arguments

  • async=false: Whether to perform the halo exchange asynchronously.
source
Chmy.Distributed.exchange_halo! — Method
exchange_halo!(arch, grid, fields...)

Perform halo exchange for the given architecture, grid, and fields.

Arguments

  • arch: The distributed architecture to perform halo exchange on.
  • grid: The structured grid on which halo exchange is performed.
  • fields: The fields on which halo exchange is performed.
source
Chmy.Distributed.gather! — Method
gather!(dst, src, comm::MPI.Comm; root=0)

Gather local array src into a global array dst. Size of the global array size(dst) should be equal to the product of the size of a local array size(src) and the dimensions of a Cartesian communicator comm. The array will be gathered on the process with id root (root=0 by default). Note that the memory for a global array should be allocated only on the process with id root, on other processes dst can be set to nothing.

source
Chmy.Distributed.has_neighbor — Method
has_neighbor(topo, dim, side)

Returns true if there a neighbor process in spatial direction dim on the side side, or false otherwise.

source
Chmy.Distributed.neighbor — Method
neighbor(topo, dim, side)

Returns id of a neighbor process in spatial direction dim on the side side, if this neighbor exists, or MPI.PROC_NULL otherwise.

source
Chmy.Distributed.neighbors — Method
neighbors(topo)

Neighbors of a current process.

Returns tuple of ranks of the two immediate neighbors in each spatial direction, or MPI.PROC_NULL if there is no neighbor on a corresponding side.

source
Chmy.Distributed.reset! — Method
reset!(sa::StackAllocator)

Reset the stack allocator by resetting the pointer. Doesn't free the internal memory buffer.

source

Workers

Chmy.Workers.Worker — Type
Worker

A worker that performs tasks asynchronously.

Constructor

Worker{T}(; [setup], [teardown]) where {T}

Constructs a new Worker object.

Arguments

  • setup: A function to be executed before the worker starts processing tasks. (optional)
  • teardown: A function to be executed after the worker finishes processing tasks. (optional)
source
diff --git a/previews/PR10/search_index.js b/previews/PR10/search_index.js new file mode 100644 index 00000000..3dc9321d --- /dev/null +++ b/previews/PR10/search_index.js @@ -0,0 +1,3 @@ +var documenterSearchIndex = {"docs": +[{"location":"lib/modules/#Modules","page":"Modules","title":"Modules","text":"","category":"section"},{"location":"lib/modules/#Grids","page":"Modules","title":"Grids","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Grids]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Grids.StructuredGrid","page":"Modules","title":"Chmy.Grids.StructuredGrid","text":"StructuredGrid\n\nRepresents a structured grid with orthogonal axes.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Grids.UniformGrid-Union{Tuple{Chmy.Architectures.Architecture}, Tuple{N}} where N","page":"Modules","title":"Chmy.Grids.UniformGrid","text":"UniformGrid(arch; origin, extent, dims, topology=nothing)\n\nConstructs a uniform grid with specified origin, extent, dimensions, and topology.\n\nArguments\n\narch::Architecture: The associated architecture.\norigin::NTuple{N,Number}: The origin of the grid.\nextent::NTuple{N,Number}: The extent of the grid.\ndims::NTuple{N,Integer}: The dimensions of the grid.\ntopology=nothing: The topology of the grid. If not provided, a default Bounded topology is used.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.axis-Union{Tuple{dim}, Tuple{Chmy.Grids.StructuredGrid, Dim{dim}}} where dim","page":"Modules","title":"Chmy.Grids.axis","text":"axis(grid, dim::Dim)\n\nReturn the axis corresponding to the spatial dimension dim.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.bounds-Union{Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N}, Union{Tuple{Vararg{Chmy.Grids.Location, N}}, Chmy.Grids.Location}}} where N","page":"Modules","title":"Chmy.Grids.bounds","text":"bounds(grid, loc, [dim::Dim])\n\nReturn the bounds of a structured grid at the specified location(s).\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.connectivity-Union{Tuple{S}, Tuple{D}, Tuple{C}, Tuple{T}, Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N, T, C}, Dim{D}, Side{S}}} where {N, T, C, D, S}","page":"Modules","title":"Chmy.Grids.connectivity","text":"connectivity(grid, dim::Dim, side::Side)\n\nReturn the connectivity of the structured grid grid for the given dimension dim and side side.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.coord-Union{Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N}, Chmy.Grids.Location, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.Grids.coord","text":"coord(grid, loc, I...)\n\nReturn a tuple of spatial coordinates of a grid point at location loc and indices I.\n\nFor vertex locations, first grid point is at the origin. For center locations, first grid point at half-spacing distance from the origin.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.extent-Union{Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N}, Union{Tuple{Vararg{Chmy.Grids.Location, N}}, Chmy.Grids.Location}}} where N","page":"Modules","title":"Chmy.Grids.extent","text":"extent(grid, loc, [dim::Dim])\n\nReturn the extent of a structured grid at the specified location(s).\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.inv_spacing-Union{Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N}, Chmy.Grids.Location, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.Grids.inv_spacing","text":"inv_spacing(grid, loc, I...)\n\nReturn a tuple of inverse grid spacings at location loc and indices I.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.origin-Union{Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N}, Union{Tuple{Vararg{Chmy.Grids.Location, N}}, Chmy.Grids.Location}}} where N","page":"Modules","title":"Chmy.Grids.origin","text":"origin(grid, loc, [dim::Dim])\n\nReturn the origin of a structured grid at the specified location(s).\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.spacing-Union{Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N}, Chmy.Grids.Location, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.Grids.spacing","text":"spacing(grid, loc, I...)\n\nReturn a tuple of grid spacings at location loc and indices I.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Architectures","page":"Modules","title":"Architectures","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Architectures]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Architectures.Architecture","page":"Modules","title":"Chmy.Architectures.Architecture","text":"Architecture\n\nAbstract type representing an architecture.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Architectures.SingleDeviceArchitecture","page":"Modules","title":"Chmy.Architectures.SingleDeviceArchitecture","text":"SingleDeviceArchitecture <: Architecture\n\nA struct representing an architecture that operates on a single CPU or GPU device.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Architectures.Arch-Tuple{KernelAbstractions.Backend}","page":"Modules","title":"Chmy.Architectures.Arch","text":"Arch(backend::Backend; device_id::Integer=1)\n\nCreate an architecture object for the specified backend and device.\n\nArguments\n\nbackend: The backend to use for computation.\ndevice_id=1: The ID of the device to use.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.activate!-Tuple{Chmy.Architectures.SingleDeviceArchitecture}","page":"Modules","title":"Chmy.Architectures.activate!","text":"activate!(arch::SingleDeviceArchitecture; priority=:normal)\n\nActivate the given architecture on the specified device and set the priority of the backend.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.get_backend-Tuple{Chmy.Architectures.SingleDeviceArchitecture}","page":"Modules","title":"Chmy.Architectures.get_backend","text":"get_backend(arch::SingleDeviceArchitecture)\n\nGet the backend associated with a SingleDeviceArchitecture.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.get_device-Tuple{Chmy.Architectures.SingleDeviceArchitecture}","page":"Modules","title":"Chmy.Architectures.get_device","text":"get_device(arch::SingleDeviceArchitecture)\n\nGet the device associated with a SingleDeviceArchitecture.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Fields","page":"Modules","title":"Fields","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Fields]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Fields.ConstantField","page":"Modules","title":"Chmy.Fields.ConstantField","text":"Scalar field with a constant value\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.Field","page":"Modules","title":"Chmy.Fields.Field","text":"struct Field{T,N,L,H,A} <: AbstractField{T,N,L}\n\nField represents a discrete scalar field with specified type, number of dimensions, location, and halo size.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.Field-Union{Tuple{N}, Tuple{KernelAbstractions.Backend, Chmy.Grids.StructuredGrid{N}, Union{Tuple{Vararg{Chmy.Grids.Location, N}}, Chmy.Grids.Location}}, Tuple{KernelAbstractions.Backend, Chmy.Grids.StructuredGrid{N}, Union{Tuple{Vararg{Chmy.Grids.Location, N}}, Chmy.Grids.Location}, Any}} where N","page":"Modules","title":"Chmy.Fields.Field","text":"Field(backend, grid, loc, type=eltype(grid); halo=1)\n\nConstructs a field on a structured grid at the specified location.\n\nArguments:\n\nbackend: The backend to use for memory allocation.\ngrid: The structured grid on which the field is constructed.\nloc: The location or locations on the grid where the field is constructed.\ntype: The element type of the field. Defaults to the element type of the grid.\nhalo: The halo size for the field. Defaults to 1.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Fields.FunctionField","page":"Modules","title":"Chmy.Fields.FunctionField","text":"FunctionField <: AbstractField\n\nContinuous or discrete field with values computed at runtime.\n\nConstructors\n\nFunctionField(func, grid, loc; [discrete], [parameters]): Create a new FunctionField object.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.OneField","page":"Modules","title":"Chmy.Fields.OneField","text":"Constant field with values equal to one(T)\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.ValueField","page":"Modules","title":"Chmy.Fields.ValueField","text":"Field with a constant value\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.ZeroField","page":"Modules","title":"Chmy.Fields.ZeroField","text":"Constant field with values equal to zero(T)\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Grid-Operators","page":"Modules","title":"Grid Operators","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.GridOperators]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.GridOperators.leftx-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.leftx","text":"leftx(f, loc, I)\n\n\"left side\" of a field ([1:end-1]) in x direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.lefty-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.lefty","text":"lefty(f, loc, I)\n\n\"left side\" of a field ([1:end-1]) in y direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.leftz-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.leftz","text":"leftz(f, loc, I)\n\n\"left side\" of a field ([1:end-1]) in z direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.rightx-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.rightx","text":"rightx(f, loc, I)\n\n\"right side\" of a field ([2:end]) in x direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.righty-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.righty","text":"righty(f, loc, I)\n\n\"right side\" of a field ([2:end]) in y direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.rightz-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.rightz","text":"rightz(f, loc, I)\n\n\"right side\" of a field ([2:end]) in z direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.δx-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.δx","text":"δx(f, loc, I)\n\nFinite difference in x direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.δy-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.δy","text":"δy(f, loc, I)\n\nFinite difference in y direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.δz-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.δz","text":"δz(f, loc, I)\n\nFinite difference in z direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂x-Union{Tuple{N}, Tuple{Any, Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂x","text":"∂x(f, loc, grid, I)\n\nDirectional partial derivative in x direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂y-Union{Tuple{N}, Tuple{Any, Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂y","text":"∂y(f, loc, grid, I)\n\nDirectional partial derivative in y direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂z-Union{Tuple{N}, Tuple{Any, Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂z","text":"∂z(f, loc, grid, I)\n\nDirectional partial derivative in z direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Boundary-Conditions","page":"Modules","title":"Boundary Conditions","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.BoundaryConditions]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.BoundaryConditions.AbstractBatch","page":"Modules","title":"Chmy.BoundaryConditions.AbstractBatch","text":"AbstractBatch\n\nAbstract type representing a batch of boundary conditions.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.EmptyBatch","page":"Modules","title":"Chmy.BoundaryConditions.EmptyBatch","text":"EmptyBatch <: AbstractBatch\n\nEmptyBatch represents no boundary conditions.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.ExchangeBatch","page":"Modules","title":"Chmy.BoundaryConditions.ExchangeBatch","text":"ExchangeBatch <: AbstractBatch\n\nExchangeBatch represents a batch used for MPI communication.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.FieldBatch","page":"Modules","title":"Chmy.BoundaryConditions.FieldBatch","text":"FieldBatch <: AbstractBatch\n\nFieldBatch is a batch of boundary conditions, where each field has one boundary condition.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.FieldBoundaryCondition","page":"Modules","title":"Chmy.BoundaryConditions.FieldBoundaryCondition","text":"FieldBoundaryCondition\n\nAbstract supertype for all boundary conditions that are specified per-field.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.bc!-Union{Tuple{N}, Tuple{Chmy.Architectures.Architecture, Chmy.Grids.StructuredGrid{N}, Tuple{Vararg{Tuple{Chmy.BoundaryConditions.AbstractBatch, Chmy.BoundaryConditions.AbstractBatch}, N}}}} where N","page":"Modules","title":"Chmy.BoundaryConditions.bc!","text":"bc!(arch::Architecture, grid::StructuredGrid, batch::BatchSet)\n\nApply boundary conditions using a batch set batch containing an AbstractBatch per dimension per side of grid.\n\nArguments\n\narch: The architecture.\ngrid: The grid.\nbatch:: The batch set to apply boundary conditions to.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Kernel-launcher","page":"Modules","title":"Kernel launcher","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.KernelLaunch]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Distributed","page":"Modules","title":"Distributed","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Distributed]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Distributed.CartesianTopology","page":"Modules","title":"Chmy.Distributed.CartesianTopology","text":"CartesianTopology\n\nRepresents N-dimensional Cartesian topology of distributed processes.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.CartesianTopology-Union{Tuple{N}, Tuple{MPI.Comm, Tuple{Vararg{Int64, N}}}} where N","page":"Modules","title":"Chmy.Distributed.CartesianTopology","text":"CartesianTopology(comm, dims)\n\nCreate an N-dimensional Cartesian topology using base MPI communicator comm with dimensions dims. If all entries in dims are not equal to 0, the product of dims should be equal to the total number of MPI processes MPI.Comm_size(comm). If any (or all) entries of dims are 0, the dimensions in the corresponding spatial directions will be picked automatically.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.DistributedArchitecture","page":"Modules","title":"Chmy.Distributed.DistributedArchitecture","text":"DistributedArchitecture <: Architecture\n\nA struct representing a distributed architecture.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.StackAllocator","page":"Modules","title":"Chmy.Distributed.StackAllocator","text":"mutable struct StackAllocator\n\nSimple stack (a.k.a. bump/arena) allocator. Maintains an internal buffer that grows dynamically if the requested allocation exceeds current buffer size.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.StackAllocator-Tuple{KernelAbstractions.Backend}","page":"Modules","title":"Chmy.Distributed.StackAllocator","text":"StackAllocator(backend::Backend)\n\nCreate a stack allocator using the specified backend to store allocations.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Base.resize!-Tuple{Chmy.Distributed.StackAllocator, Integer}","page":"Modules","title":"Base.resize!","text":"resize!(sa::StackAllocator, sz::Integer)\n\nResize the StackAllocator's buffer to capacity of sz bytes. This method will throw an error if any arrays were already allocated using this allocator.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.Arch-Tuple{KernelAbstractions.Backend, MPI.Comm, Any}","page":"Modules","title":"Chmy.Architectures.Arch","text":"Arch(backend, comm, dims; kwargs...)\n\nCreate a distributed Architecture using backend backend and comm. For GPU backends, device will be selected automatically based on a process id within a node.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.allocate","page":"Modules","title":"Chmy.Distributed.allocate","text":"allocate(sa::StackAllocator, T::DataType, dims, [align=sizeof(T)])\n\nAllocate a buffer of type T with dimensions dims using a stack allocator. The align parameter specifies the alignment of the buffer elements.\n\nArguments\n\nsa::StackAllocator: The stack allocator object.\nT::DataType: The data type of the requested allocation.\ndims: The dimensions of the requested allocation.\nalign::Integer: The alignment of the allocated buffer in bytes.\n\nwarning: Warning\nArrays allocated with StackAllocator are not managed by Julia runtime. User is responsible for ensuring correct lifetimes, i.e., that the reference to allocator outlives all arrays allocated using this allocator.\n\n\n\n\n\n","category":"function"},{"location":"lib/modules/#Chmy.Distributed.cart_comm-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.cart_comm","text":"cart_comm(topo)\n\nMPI Cartesian communicator for the topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.coords-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.coords","text":"coords(topo)\n\nCoordinates of a current process within a Cartesian topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.dims-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.dims","text":"dims(topo)\n\nDimensions of the topology as NTuple.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.exchange_halo!-Union{Tuple{K}, Tuple{D}, Tuple{S}, Tuple{Side{S}, Dim{D}, Chmy.Distributed.DistributedArchitecture, Chmy.Grids.StructuredGrid, Vararg{Chmy.Fields.Field, K}}} where {S, D, K}","page":"Modules","title":"Chmy.Distributed.exchange_halo!","text":"exchange_halo!(side::Side, dim::Dim, arch, grid, fields...; async=false)\n\nPerform halo exchange communication between neighboring processes in a distributed architecture.\n\nArguments\n\nside: The side of the grid where the halo exchange is performed.\ndim: The dimension along which the halo exchange is performed.\narch: The distributed architecture used for communication.\ngrid: The structured grid on which the halo exchange is performed.\nfields...: The fields to be exchanged.\n\nOptional Arguments\n\nasync=false: Whether to perform the halo exchange asynchronously.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.exchange_halo!-Union{Tuple{N}, Tuple{Chmy.Distributed.DistributedArchitecture, Chmy.Grids.StructuredGrid{N}, Vararg{Chmy.Fields.Field}}} where N","page":"Modules","title":"Chmy.Distributed.exchange_halo!","text":"exchange_halo!(arch, grid, fields...)\n\nPerform halo exchange for the given architecture, grid, and fields.\n\nArguments\n\narch: The distributed architecture to perform halo exchange on.\ngrid: The structured grid on which halo exchange is performed.\nfields: The fields on which halo exchange is performed.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.gather!-Tuple{Chmy.Distributed.DistributedArchitecture, Any, Chmy.Fields.Field}","page":"Modules","title":"Chmy.Distributed.gather!","text":"gather!(arch, dst, src::Field; kwargs...)\n\nGather the interior of a field src into a global array dst.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.gather!-Union{Tuple{N}, Tuple{T}, Tuple{Union{Nothing, AbstractArray{T, N}}, AbstractArray{T, N}, MPI.Comm}} where {T, N}","page":"Modules","title":"Chmy.Distributed.gather!","text":"gather!(dst, src, comm::MPI.Comm; root=0)\n\nGather local array src into a global array dst. Size of the global array size(dst) should be equal to the product of the size of a local array size(src) and the dimensions of a Cartesian communicator comm. The array will be gathered on the process with id root (root=0 by default). Note that the memory for a global array should be allocated only on the process with id root, on other processes dst can be set to nothing.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.global_rank-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.global_rank","text":"global_rank(topo)\n\nGlobal id of a process in a Cartesian topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.global_size-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.global_size","text":"global_size(topo)\n\nTotal number of processes withing the topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.has_neighbor-Tuple{Chmy.Distributed.CartesianTopology, Any, Any}","page":"Modules","title":"Chmy.Distributed.has_neighbor","text":"has_neighbor(topo, dim, side)\n\nReturns true if there a neighbor process in spatial direction dim on the side side, or false otherwise.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.nallocs-Tuple{Chmy.Distributed.StackAllocator}","page":"Modules","title":"Chmy.Distributed.nallocs","text":"nallocs(sa::StackAllocator)\n\nGet the number of allocations made by the given StackAllocator.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.neighbor-Tuple{Chmy.Distributed.CartesianTopology, Any, Any}","page":"Modules","title":"Chmy.Distributed.neighbor","text":"neighbor(topo, dim, side)\n\nReturns id of a neighbor process in spatial direction dim on the side side, if this neighbor exists, or MPI.PROC_NULL otherwise.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.neighbors-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.neighbors","text":"neighbors(topo)\n\nNeighbors of a current process.\n\nReturns tuple of ranks of the two immediate neighbors in each spatial direction, or MPI.PROC_NULL if there is no neighbor on a corresponding side.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.node_name-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.node_name","text":"node_name(topo)\n\nName of a node according to MPI.Get_processor_name().\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.node_size-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.node_size","text":"node_size(topo)\n\nNumber of processes sharing the same node.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.reset!-Tuple{Chmy.Distributed.StackAllocator}","page":"Modules","title":"Chmy.Distributed.reset!","text":"reset!(sa::StackAllocator)\n\nReset the stack allocator by resetting the pointer. Doesn't free the internal memory buffer.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.shared_comm-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.shared_comm","text":"shared_comm(topo)\n\nMPI communicator for the processes sharing the same node.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.shared_rank-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.shared_rank","text":"shared_rank(topo)\n\nLocal id of a process within a single node. Can be used to set the GPU device.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Workers","page":"Modules","title":"Workers","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Workers]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Workers.Worker","page":"Modules","title":"Chmy.Workers.Worker","text":"Worker\n\nA worker that performs tasks asynchronously.\n\nConstructor\n\nWorker{T}(; [setup], [teardown]) where {T}\n\nConstructs a new Worker object.\n\nArguments\n\nsetup: A function to be executed before the worker starts processing tasks. (optional)\nteardown: A function to be executed after the worker finishes processing tasks. (optional)\n\n\n\n\n\n","category":"type"},{"location":"usage/runtests/#Running-tests","page":"Running tests","title":"Running tests","text":"","category":"section"},{"location":"usage/runtests/#CPU-tests","page":"Running tests","title":"CPU tests","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"To run the Chmy test suite on the CPU, simple run test from within the package mode or using Pkg:","category":"page"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"using Pkg\nPkg.test(\"Chmy\")","category":"page"},{"location":"usage/runtests/#GPU-tests","page":"Running tests","title":"GPU tests","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"To run the Chmy test suite on CUDA or ROC backend (Nvidia or AMD GPUs), respectively, run the tests using Pkg adding following test_args:","category":"page"},{"location":"usage/runtests/#For-CUDA-backend-(Nvidia-GPUs):","page":"Running tests","title":"For CUDA backend (Nvidia GPUs):","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"using Pkg\nPkg.test(\"Chmy\"; test_args=[\"--backend=CUDA\"])","category":"page"},{"location":"usage/runtests/#For-ROC-backend-(AMD-GPUs):","page":"Running tests","title":"For ROC backend (AMD GPUs):","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"using Pkg\nPkg.test(\"Chmy\"; test_args=[\"--backend=AMDGPU\"])","category":"page"},{"location":"#Chmy.jl","page":"Home","title":"Chmy.jl","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"Documentation for Chmy.jl.","category":"page"},{"location":"","page":"Home","title":"Home","text":"Information about the GPU4GEO project can be found on the GPU4GEO website.","category":"page"},{"location":"#Doc-content","page":"Home","title":"Doc content","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"Usage information\nAPI reference","category":"page"}] +} diff --git a/previews/PR10/siteinfo.js b/previews/PR10/siteinfo.js new file mode 100644 index 00000000..c76cf63e --- /dev/null +++ b/previews/PR10/siteinfo.js @@ -0,0 +1 @@ +var DOCUMENTER_CURRENT_VERSION = "previews/PR10"; diff --git a/previews/PR10/usage/runtests/index.html b/previews/PR10/usage/runtests/index.html new file mode 100644 index 00000000..dd6aa491 --- /dev/null +++ b/previews/PR10/usage/runtests/index.html @@ -0,0 +1,5 @@ + +Running tests · Chmy
GitHub

Running tests

CPU tests

To run the Chmy test suite on the CPU, simple run test from within the package mode or using Pkg:

using Pkg
+Pkg.test("Chmy")

GPU tests

To run the Chmy test suite on CUDA or ROC backend (Nvidia or AMD GPUs), respectively, run the tests using Pkg adding following test_args:

For CUDA backend (Nvidia GPUs):

using Pkg
+Pkg.test("Chmy"; test_args=["--backend=CUDA"])

For ROC backend (AMD GPUs):

using Pkg
+Pkg.test("Chmy"; test_args=["--backend=AMDGPU"])
diff --git a/previews/PR11/.documenter-siteinfo.json b/previews/PR11/.documenter-siteinfo.json new file mode 100644 index 00000000..e0e0417e --- /dev/null +++ b/previews/PR11/.documenter-siteinfo.json @@ -0,0 +1 @@ +{"documenter":{"julia_version":"1.10.2","generation_timestamp":"2024-03-03T20:14:23","documenter_version":"1.3.0"}} \ No newline at end of file diff --git a/previews/PR11/assets/documenter.js b/previews/PR11/assets/documenter.js new file mode 100644 index 00000000..c6562b55 --- /dev/null +++ b/previews/PR11/assets/documenter.js @@ -0,0 +1,1050 @@ +// Generated by Documenter.jl +requirejs.config({ + paths: { + 'highlight-julia': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia.min', + 'headroom': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/headroom.min', + 'jqueryui': 'https://cdnjs.cloudflare.com/ajax/libs/jqueryui/1.13.2/jquery-ui.min', + 'katex-auto-render': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/contrib/auto-render.min', + 'jquery': 'https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.0/jquery.min', + 'headroom-jquery': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/jQuery.headroom.min', + 'katex': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min', + 'highlight': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/highlight.min', + 'highlight-julia-repl': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia-repl.min', + }, + shim: { + "highlight-julia": { + "deps": [ + "highlight" + ] + }, + "katex-auto-render": { + "deps": [ + "katex" + ] + }, + "headroom-jquery": { + "deps": [ + "jquery", + "headroom" + ] + }, + "highlight-julia-repl": { + "deps": [ + "highlight" + ] + } +} +}); +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'katex', 'katex-auto-render'], function($, katex, renderMathInElement) { +$(document).ready(function() { + renderMathInElement( + document.body, + { + "delimiters": [ + { + "left": "$", + "right": "$", + "display": false + }, + { + "left": "$$", + "right": "$$", + "display": true + }, + { + "left": "\\[", + "right": "\\]", + "display": true + } + ] +} + + ); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'highlight', 'highlight-julia', 'highlight-julia-repl'], function($) { +$(document).ready(function() { + hljs.highlightAll(); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +let timer = 0; +var isExpanded = true; + +$(document).on("click", ".docstring header", function () { + let articleToggleTitle = "Expand docstring"; + + debounce(() => { + if ($(this).siblings("section").is(":visible")) { + $(this) + .find(".docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + } else { + $(this) + .find(".docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + articleToggleTitle = "Collapse docstring"; + } + + $(this) + .find(".docstring-article-toggle-button") + .prop("title", articleToggleTitle); + $(this).siblings("section").slideToggle(); + }); +}); + +$(document).on("click", ".docs-article-toggle-button", function (event) { + let articleToggleTitle = "Expand docstring"; + let navArticleToggleTitle = "Expand all docstrings"; + let animationSpeed = event.noToggleAnimation ? 0 : 400; + + debounce(() => { + if (isExpanded) { + $(this).removeClass("fa-chevron-up").addClass("fa-chevron-down"); + $(".docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + + isExpanded = false; + + $(".docstring section").slideUp(animationSpeed); + } else { + $(this).removeClass("fa-chevron-down").addClass("fa-chevron-up"); + $(".docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + isExpanded = true; + articleToggleTitle = "Collapse docstring"; + navArticleToggleTitle = "Collapse all docstrings"; + + $(".docstring section").slideDown(animationSpeed); + } + + $(this).prop("title", navArticleToggleTitle); + $(".docstring-article-toggle-button").prop("title", articleToggleTitle); + }); +}); + +function debounce(callback, timeout = 300) { + if (Date.now() - timer > timeout) { + callback(); + } + + clearTimeout(timer); + + timer = Date.now(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require([], function() { +function addCopyButtonCallbacks() { + for (const el of document.getElementsByTagName("pre")) { + const button = document.createElement("button"); + button.classList.add("copy-button", "fa-solid", "fa-copy"); + button.setAttribute("aria-label", "Copy this code block"); + button.setAttribute("title", "Copy"); + + el.appendChild(button); + + const success = function () { + button.classList.add("success", "fa-check"); + button.classList.remove("fa-copy"); + }; + + const failure = function () { + button.classList.add("error", "fa-xmark"); + button.classList.remove("fa-copy"); + }; + + button.addEventListener("click", function () { + copyToClipboard(el.innerText).then(success, failure); + + setTimeout(function () { + button.classList.add("fa-copy"); + button.classList.remove("success", "fa-check", "fa-xmark"); + }, 5000); + }); + } +} + +function copyToClipboard(text) { + // clipboard API is only available in secure contexts + if (window.navigator && window.navigator.clipboard) { + return window.navigator.clipboard.writeText(text); + } else { + return new Promise(function (resolve, reject) { + try { + const el = document.createElement("textarea"); + el.textContent = text; + el.style.position = "fixed"; + el.style.opacity = 0; + document.body.appendChild(el); + el.select(); + document.execCommand("copy"); + + resolve(); + } catch (err) { + reject(err); + } finally { + document.body.removeChild(el); + } + }); + } +} + +if (document.readyState === "loading") { + document.addEventListener("DOMContentLoaded", addCopyButtonCallbacks); +} else { + addCopyButtonCallbacks(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'headroom', 'headroom-jquery'], function($, Headroom) { + +// Manages the top navigation bar (hides it when the user starts scrolling down on the +// mobile). +window.Headroom = Headroom; // work around buggy module loading? +$(document).ready(function () { + $("#documenter .docs-navbar").headroom({ + tolerance: { up: 10, down: 10 }, + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +$(document).ready(function () { + let meta = $("div[data-docstringscollapsed]").data(); + + if (meta?.docstringscollapsed) { + $("#documenter-article-toggle-button").trigger({ + type: "click", + noToggleAnimation: true, + }); + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +/* +To get an in-depth about the thought process you can refer: https://hetarth02.hashnode.dev/series/gsoc + +PSEUDOCODE: + +Searching happens automatically as the user types or adjusts the selected filters. +To preserve responsiveness, as much as possible of the slow parts of the search are done +in a web worker. Searching and result generation are done in the worker, and filtering and +DOM updates are done in the main thread. The filters are in the main thread as they should +be very quick to apply. This lets filters be changed without re-searching with minisearch +(which is possible even if filtering is on the worker thread) and also lets filters be +changed _while_ the worker is searching and without message passing (neither of which are +possible if filtering is on the worker thread) + +SEARCH WORKER: + +Import minisearch + +Build index + +On message from main thread + run search + find the first 200 unique results from each category, and compute their divs for display + note that this is necessary and sufficient information for the main thread to find the + first 200 unique results from any given filter set + post results to main thread + +MAIN: + +Launch worker + +Declare nonconstant globals (worker_is_running, last_search_text, unfiltered_results) + +On text update + if worker is not running, launch_search() + +launch_search + set worker_is_running to true, set last_search_text to the search text + post the search query to worker + +on message from worker + if last_search_text is not the same as the text in the search field, + the latest search result is not reflective of the latest search query, so update again + launch_search() + otherwise + set worker_is_running to false + + regardless, display the new search results to the user + save the unfiltered_results as a global + update_search() + +on filter click + adjust the filter selection + update_search() + +update_search + apply search filters by looping through the unfiltered_results and finding the first 200 + unique results that match the filters + + Update the DOM +*/ + +/////// SEARCH WORKER /////// + +function worker_function(documenterSearchIndex, documenterBaseURL, filters) { + importScripts( + "https://cdn.jsdelivr.net/npm/minisearch@6.1.0/dist/umd/index.min.js" + ); + + let data = documenterSearchIndex.map((x, key) => { + x["id"] = key; // minisearch requires a unique for each object + return x; + }); + + // list below is the lunr 2.1.3 list minus the intersect with names(Base) + // (all, any, get, in, is, only, which) and (do, else, for, let, where, while, with) + // ideally we'd just filter the original list but it's not available as a variable + const stopWords = new Set([ + "a", + "able", + "about", + "across", + "after", + "almost", + "also", + "am", + "among", + "an", + "and", + "are", + "as", + "at", + "be", + "because", + "been", + "but", + "by", + "can", + "cannot", + "could", + "dear", + "did", + "does", + "either", + "ever", + "every", + "from", + "got", + "had", + "has", + "have", + "he", + "her", + "hers", + "him", + "his", + "how", + "however", + "i", + "if", + "into", + "it", + "its", + "just", + "least", + "like", + "likely", + "may", + "me", + "might", + "most", + "must", + "my", + "neither", + "no", + "nor", + "not", + "of", + "off", + "often", + "on", + "or", + "other", + "our", + "own", + "rather", + "said", + "say", + "says", + "she", + "should", + "since", + "so", + "some", + "than", + "that", + "the", + "their", + "them", + "then", + "there", + "these", + "they", + "this", + "tis", + "to", + "too", + "twas", + "us", + "wants", + "was", + "we", + "were", + "what", + "when", + "who", + "whom", + "why", + "will", + "would", + "yet", + "you", + "your", + ]); + + let index = new MiniSearch({ + fields: ["title", "text"], // fields to index for full-text search + storeFields: ["location", "title", "text", "category", "page"], // fields to return with results + processTerm: (term) => { + let word = stopWords.has(term) ? null : term; + if (word) { + // custom trimmer that doesn't strip @ and !, which are used in julia macro and function names + word = word + .replace(/^[^a-zA-Z0-9@!]+/, "") + .replace(/[^a-zA-Z0-9@!]+$/, ""); + + word = word.toLowerCase(); + } + + return word ?? null; + }, + // add . as a separator, because otherwise "title": "Documenter.Anchors.add!", would not + // find anything if searching for "add!", only for the entire qualification + tokenize: (string) => string.split(/[\s\-\.]+/), + // options which will be applied during the search + searchOptions: { + prefix: true, + boost: { title: 100 }, + fuzzy: 2, + }, + }); + + index.addAll(data); + + /** + * Used to map characters to HTML entities. + * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts + */ + const htmlEscapes = { + "&": "&", + "<": "<", + ">": ">", + '"': """, + "'": "'", + }; + + /** + * Used to match HTML entities and HTML characters. + * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts + */ + const reUnescapedHtml = /[&<>"']/g; + const reHasUnescapedHtml = RegExp(reUnescapedHtml.source); + + /** + * Escape function from lodash + * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts + */ + function escape(string) { + return string && reHasUnescapedHtml.test(string) + ? string.replace(reUnescapedHtml, (chr) => htmlEscapes[chr]) + : string || ""; + } + + /** + * Make the result component given a minisearch result data object and the value + * of the search input as queryString. To view the result object structure, refer: + * https://lucaong.github.io/minisearch/modules/_minisearch_.html#searchresult + * + * @param {object} result + * @param {string} querystring + * @returns string + */ + function make_search_result(result, querystring) { + let search_divider = `
`; + let display_link = + result.location.slice(Math.max(0), Math.min(50, result.location.length)) + + (result.location.length > 30 ? "..." : ""); // To cut-off the link because it messes with the overflow of the whole div + + if (result.page !== "") { + display_link += ` (${result.page})`; + } + + let textindex = new RegExp(`${querystring}`, "i").exec(result.text); + let text = + textindex !== null + ? result.text.slice( + Math.max(textindex.index - 100, 0), + Math.min( + textindex.index + querystring.length + 100, + result.text.length + ) + ) + : ""; // cut-off text before and after from the match + + text = text.length ? escape(text) : ""; + + let display_result = text.length + ? "..." + + text.replace( + new RegExp(`${escape(querystring)}`, "i"), // For first occurrence + '$&' + ) + + "..." + : ""; // highlights the match + + let in_code = false; + if (!["page", "section"].includes(result.category.toLowerCase())) { + in_code = true; + } + + // We encode the full url to escape some special characters which can lead to broken links + let result_div = ` + +
+
${escape(result.title)}
+
${result.category}
+
+

+ ${display_result} +

+
+ ${display_link} +
+ + ${search_divider} + `; + + return result_div; + } + + self.onmessage = function (e) { + let query = e.data; + let results = index.search(query, { + filter: (result) => { + // Only return relevant results + return result.score >= 1; + }, + }); + + // Pre-filter to deduplicate and limit to 200 per category to the extent + // possible without knowing what the filters are. + let filtered_results = []; + let counts = {}; + for (let filter of filters) { + counts[filter] = 0; + } + let present = {}; + + for (let result of results) { + cat = result.category; + cnt = counts[cat]; + if (cnt < 200) { + id = cat + "---" + result.location; + if (present[id]) { + continue; + } + present[id] = true; + filtered_results.push({ + location: result.location, + category: cat, + div: make_search_result(result, query), + }); + } + } + + postMessage(filtered_results); + }; +} + +// `worker = Threads.@spawn worker_function(documenterSearchIndex)`, but in JavaScript! +const filters = [ + ...new Set(documenterSearchIndex["docs"].map((x) => x.category)), +]; +const worker_str = + "(" + + worker_function.toString() + + ")(" + + JSON.stringify(documenterSearchIndex["docs"]) + + "," + + JSON.stringify(documenterBaseURL) + + "," + + JSON.stringify(filters) + + ")"; +const worker_blob = new Blob([worker_str], { type: "text/javascript" }); +const worker = new Worker(URL.createObjectURL(worker_blob)); + +/////// SEARCH MAIN /////// + +// Whether the worker is currently handling a search. This is a boolean +// as the worker only ever handles 1 or 0 searches at a time. +var worker_is_running = false; + +// The last search text that was sent to the worker. This is used to determine +// if the worker should be launched again when it reports back results. +var last_search_text = ""; + +// The results of the last search. This, in combination with the state of the filters +// in the DOM, is used compute the results to display on calls to update_search. +var unfiltered_results = []; + +// Which filter is currently selected +var selected_filter = ""; + +$(document).on("input", ".documenter-search-input", function (event) { + if (!worker_is_running) { + launch_search(); + } +}); + +function launch_search() { + worker_is_running = true; + last_search_text = $(".documenter-search-input").val(); + worker.postMessage(last_search_text); +} + +worker.onmessage = function (e) { + if (last_search_text !== $(".documenter-search-input").val()) { + launch_search(); + } else { + worker_is_running = false; + } + + unfiltered_results = e.data; + update_search(); +}; + +$(document).on("click", ".search-filter", function () { + if ($(this).hasClass("search-filter-selected")) { + selected_filter = ""; + } else { + selected_filter = $(this).text().toLowerCase(); + } + + // This updates search results and toggles classes for UI: + update_search(); +}); + +/** + * Make/Update the search component + */ +function update_search() { + let querystring = $(".documenter-search-input").val(); + + if (querystring.trim()) { + if (selected_filter == "") { + results = unfiltered_results; + } else { + results = unfiltered_results.filter((result) => { + return selected_filter == result.category.toLowerCase(); + }); + } + + let search_result_container = ``; + let modal_filters = make_modal_body_filters(); + let search_divider = `
`; + + if (results.length) { + let links = []; + let count = 0; + let search_results = ""; + + for (var i = 0, n = results.length; i < n && count < 200; ++i) { + let result = results[i]; + if (result.location && !links.includes(result.location)) { + search_results += result.div; + count++; + links.push(result.location); + } + } + + if (count == 1) { + count_str = "1 result"; + } else if (count == 200) { + count_str = "200+ results"; + } else { + count_str = count + " results"; + } + let result_count = `
${count_str}
`; + + search_result_container = ` +
+ ${modal_filters} + ${search_divider} + ${result_count} +
+ ${search_results} +
+
+ `; + } else { + search_result_container = ` +
+ ${modal_filters} + ${search_divider} +
0 result(s)
+
+
No result found!
+ `; + } + + if ($(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").removeClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(search_result_container); + } else { + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(` +
Type something to get started!
+ `); + } +} + +/** + * Make the modal filter html + * + * @returns string + */ +function make_modal_body_filters() { + let str = filters + .map((val) => { + if (selected_filter == val.toLowerCase()) { + return `${val}`; + } else { + return `${val}`; + } + }) + .join(""); + + return ` +
+ Filters: + ${str} +
`; +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Modal settings dialog +$(document).ready(function () { + var settings = $("#documenter-settings"); + $("#documenter-settings-button").click(function () { + settings.toggleClass("is-active"); + }); + // Close the dialog if X is clicked + $("#documenter-settings button.delete").click(function () { + settings.removeClass("is-active"); + }); + // Close dialog if ESC is pressed + $(document).keyup(function (e) { + if (e.keyCode == 27) settings.removeClass("is-active"); + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +$(document).ready(function () { + let search_modal_header = ` +
+
+

+ + + + +

+
+
+ +
+
+ `; + + let initial_search_body = ` +
Type something to get started!
+ `; + + let search_modal_footer = ` +
+ + Ctrl + + / to search + + esc to close +
+ `; + + $(document.body).append( + ` + + ` + ); + + document.querySelector(".docs-search-query").addEventListener("click", () => { + openModal(); + }); + + document + .querySelector(".close-search-modal") + .addEventListener("click", () => { + closeModal(); + }); + + $(document).on("click", ".search-result-link", function () { + closeModal(); + }); + + document.addEventListener("keydown", (event) => { + if ((event.ctrlKey || event.metaKey) && event.key === "/") { + openModal(); + } else if (event.key === "Escape") { + closeModal(); + } + + return false; + }); + + // Functions to open and close a modal + function openModal() { + let searchModal = document.querySelector("#search-modal"); + + searchModal.classList.add("is-active"); + document.querySelector(".documenter-search-input").focus(); + } + + function closeModal() { + let searchModal = document.querySelector("#search-modal"); + let initial_search_body = ` +
Type something to get started!
+ `; + + searchModal.classList.remove("is-active"); + document.querySelector(".documenter-search-input").blur(); + + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".documenter-search-input").val(""); + $(".search-modal-card-body").html(initial_search_body); + } + + document + .querySelector("#search-modal .modal-background") + .addEventListener("click", () => { + closeModal(); + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Manages the showing and hiding of the sidebar. +$(document).ready(function () { + var sidebar = $("#documenter > .docs-sidebar"); + var sidebar_button = $("#documenter-sidebar-button"); + sidebar_button.click(function (ev) { + ev.preventDefault(); + sidebar.toggleClass("visible"); + if (sidebar.hasClass("visible")) { + // Makes sure that the current menu item is visible in the sidebar. + $("#documenter .docs-menu a.is-active").focus(); + } + }); + $("#documenter > .docs-main").bind("click", function (ev) { + if ($(ev.target).is(sidebar_button)) { + return; + } + if (sidebar.hasClass("visible")) { + sidebar.removeClass("visible"); + } + }); +}); + +// Resizes the package name / sitename in the sidebar if it is too wide. +// Inspired by: https://github.com/davatron5000/FitText.js +$(document).ready(function () { + e = $("#documenter .docs-autofit"); + function resize() { + var L = parseInt(e.css("max-width"), 10); + var L0 = e.width(); + if (L0 > L) { + var h0 = parseInt(e.css("font-size"), 10); + e.css("font-size", (L * h0) / L0); + // TODO: make sure it survives resizes? + } + } + // call once and then register events + resize(); + $(window).resize(resize); + $(window).on("orientationchange", resize); +}); + +// Scroll the navigation bar to the currently selected menu item +$(document).ready(function () { + var sidebar = $("#documenter .docs-menu").get(0); + var active = $("#documenter .docs-menu .is-active").get(0); + if (typeof active !== "undefined") { + sidebar.scrollTop = active.offsetTop - sidebar.offsetTop - 15; + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Theme picker setup +$(document).ready(function () { + // onchange callback + $("#documenter-themepicker").change(function themepick_callback(ev) { + var themename = $("#documenter-themepicker option:selected").attr("value"); + if (themename === "auto") { + // set_theme(window.matchMedia('(prefers-color-scheme: dark)').matches ? 'dark' : 'light'); + window.localStorage.removeItem("documenter-theme"); + } else { + // set_theme(themename); + window.localStorage.setItem("documenter-theme", themename); + } + // We re-use the global function from themeswap.js to actually do the swapping. + set_theme_from_local_storage(); + }); + + // Make sure that the themepicker displays the correct theme when the theme is retrieved + // from localStorage + if (typeof window.localStorage !== "undefined") { + var theme = window.localStorage.getItem("documenter-theme"); + if (theme !== null) { + $("#documenter-themepicker option").each(function (i, e) { + e.selected = e.value === theme; + }); + } + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// update the version selector with info from the siteinfo.js and ../versions.js files +$(document).ready(function () { + // If the version selector is disabled with DOCUMENTER_VERSION_SELECTOR_DISABLED in the + // siteinfo.js file, we just return immediately and not display the version selector. + if ( + typeof DOCUMENTER_VERSION_SELECTOR_DISABLED === "boolean" && + DOCUMENTER_VERSION_SELECTOR_DISABLED + ) { + return; + } + + var version_selector = $("#documenter .docs-version-selector"); + var version_selector_select = $("#documenter .docs-version-selector select"); + + version_selector_select.change(function (x) { + target_href = version_selector_select + .children("option:selected") + .get(0).value; + window.location.href = target_href; + }); + + // add the current version to the selector based on siteinfo.js, but only if the selector is empty + if ( + typeof DOCUMENTER_CURRENT_VERSION !== "undefined" && + $("#version-selector > option").length == 0 + ) { + var option = $( + "" + ); + version_selector_select.append(option); + } + + if (typeof DOC_VERSIONS !== "undefined") { + var existing_versions = version_selector_select.children("option"); + var existing_versions_texts = existing_versions.map(function (i, x) { + return x.text; + }); + DOC_VERSIONS.forEach(function (each) { + var version_url = documenterBaseURL + "/../" + each + "/"; + var existing_id = $.inArray(each, existing_versions_texts); + // if not already in the version selector, add it as a new option, + // otherwise update the old option with the URL and enable it + if (existing_id == -1) { + var option = $( + "" + ); + version_selector_select.append(option); + } else { + var option = existing_versions[existing_id]; + option.value = version_url; + option.disabled = false; + } + }); + } + + // only show the version selector if the selector has been populated + if (version_selector_select.children("option").length > 0) { + version_selector.toggleClass("visible"); + } +}); + +}) diff --git a/previews/PR11/assets/logo.png b/previews/PR11/assets/logo.png new file mode 100644 index 00000000..a5048ba6 Binary files /dev/null and b/previews/PR11/assets/logo.png differ diff --git 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html.theme--documenter-dark .button.is-dark.is-outlined,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;box-shadow:none;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:hover,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:focus,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-focused{background-color:#fff;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #282f2f #282f2f !important}html.theme--documenter-dark 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.button.is-warning.is-active{background-color:#946e00;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-warning[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-warning{background-color:#ad8100;border-color:#ad8100;box-shadow:none}html.theme--documenter-dark .button.is-warning.is-inverted{background-color:#fff;color:#ad8100}html.theme--documenter-dark .button.is-warning.is-inverted:hover,html.theme--documenter-dark .button.is-warning.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--documenter-dark .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-warning.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#ad8100}html.theme--documenter-dark .button.is-warning.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark 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.button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#9e1b0d}html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #9e1b0d #9e1b0d !important}html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-danger.is-light{background-color:#fdeeec;color:#ec311d}html.theme--documenter-dark .button.is-danger.is-light:hover,html.theme--documenter-dark .button.is-danger.is-light.is-hovered{background-color:#fce3e0;border-color:transparent;color:#ec311d}html.theme--documenter-dark .button.is-danger.is-light:active,html.theme--documenter-dark .button.is-danger.is-light.is-active{background-color:#fcd8d5;border-color:transparent;color:#ec311d}html.theme--documenter-dark .button.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--documenter-dark .button.is-small:not(.is-rounded),html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--documenter-dark .button.is-normal{font-size:1rem}html.theme--documenter-dark .button.is-medium{font-size:1.25rem}html.theme--documenter-dark .button.is-large{font-size:1.5rem}html.theme--documenter-dark .button[disabled],fieldset[disabled] html.theme--documenter-dark .button{background-color:#8c9b9d;border-color:#5e6d6f;box-shadow:none;opacity:.5}html.theme--documenter-dark .button.is-fullwidth{display:flex;width:100%}html.theme--documenter-dark .button.is-loading{color:transparent !important;pointer-events:none}html.theme--documenter-dark .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--documenter-dark .button.is-static{background-color:#282f2f;border-color:#5e6d6f;color:#dbdee0;box-shadow:none;pointer-events:none}html.theme--documenter-dark .button.is-rounded,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--documenter-dark .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--documenter-dark .buttons .button{margin-bottom:0.5rem}html.theme--documenter-dark .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--documenter-dark .buttons:last-child{margin-bottom:-0.5rem}html.theme--documenter-dark .buttons:not(:last-child){margin-bottom:1rem}html.theme--documenter-dark .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--documenter-dark .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--documenter-dark .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--documenter-dark .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--documenter-dark .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--documenter-dark .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--documenter-dark .buttons.has-addons .button:last-child{margin-right:0}html.theme--documenter-dark .buttons.has-addons .button:hover,html.theme--documenter-dark .buttons.has-addons .button.is-hovered{z-index:2}html.theme--documenter-dark .buttons.has-addons .button:focus,html.theme--documenter-dark .buttons.has-addons .button.is-focused,html.theme--documenter-dark .buttons.has-addons .button:active,html.theme--documenter-dark .buttons.has-addons .button.is-active,html.theme--documenter-dark .buttons.has-addons .button.is-selected{z-index:3}html.theme--documenter-dark .buttons.has-addons .button:focus:hover,html.theme--documenter-dark .buttons.has-addons .button.is-focused:hover,html.theme--documenter-dark .buttons.has-addons .button:active:hover,html.theme--documenter-dark .buttons.has-addons .button.is-active:hover,html.theme--documenter-dark .buttons.has-addons 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span.sgr42{background-color:#066f00}.ansi span.sgr43{background-color:#856b00}.ansi span.sgr44{background-color:#2149b0}.ansi span.sgr45{background-color:#7d4498}.ansi span.sgr46{background-color:#007989}.ansi span.sgr47{background-color:gray}.ansi span.sgr90{color:#616161}.ansi span.sgr91{color:#cb3c33}.ansi span.sgr92{color:#0e8300}.ansi span.sgr93{color:#a98800}.ansi span.sgr94{color:#3c5dcd}.ansi span.sgr95{color:#9256af}.ansi span.sgr96{color:#008fa3}.ansi span.sgr97{color:#f5f5f5}.ansi span.sgr100{background-color:#616161}.ansi span.sgr101{background-color:#cb3c33}.ansi span.sgr102{background-color:#0e8300}.ansi span.sgr103{background-color:#a98800}.ansi span.sgr104{background-color:#3c5dcd}.ansi span.sgr105{background-color:#9256af}.ansi span.sgr106{background-color:#008fa3}.ansi span.sgr107{background-color:#f5f5f5}code.language-julia-repl>span.hljs-meta{color:#066f00;font-weight:bolder}/*! + Theme: Default + Description: Original highlight.js style + Author: (c) Ivan Sagalaev + Maintainer: @highlightjs/core-team + Website: https://highlightjs.org/ + License: see project LICENSE + Touched: 2021 +*/pre code.hljs{display:block;overflow-x:auto;padding:1em}code.hljs{padding:3px 5px}.hljs{background:#F3F3F3;color:#444}.hljs-comment{color:#697070}.hljs-tag,.hljs-punctuation{color:#444a}.hljs-tag .hljs-name,.hljs-tag .hljs-attr{color:#444}.hljs-keyword,.hljs-attribute,.hljs-selector-tag,.hljs-meta .hljs-keyword,.hljs-doctag,.hljs-name{font-weight:bold}.hljs-type,.hljs-string,.hljs-number,.hljs-selector-id,.hljs-selector-class,.hljs-quote,.hljs-template-tag,.hljs-deletion{color:#880000}.hljs-title,.hljs-section{color:#880000;font-weight:bold}.hljs-regexp,.hljs-symbol,.hljs-variable,.hljs-template-variable,.hljs-link,.hljs-selector-attr,.hljs-operator,.hljs-selector-pseudo{color:#ab5656}.hljs-literal{color:#695}.hljs-built_in,.hljs-bullet,.hljs-code,.hljs-addition{color:#397300}.hljs-meta{color:#1f7199}.hljs-meta .hljs-string{color:#38a}.hljs-emphasis{font-style:italic}.hljs-strong{font-weight:bold}.gap-4{gap:1rem} diff --git a/previews/PR11/assets/themeswap.js b/previews/PR11/assets/themeswap.js new file mode 100644 index 00000000..9f5eebe6 --- /dev/null +++ b/previews/PR11/assets/themeswap.js @@ -0,0 +1,84 @@ +// Small function to quickly swap out themes. Gets put into the tag.. +function set_theme_from_local_storage() { + // Initialize the theme to null, which means default + var theme = null; + // If the browser supports the localstorage and is not disabled then try to get the + // documenter theme + if (window.localStorage != null) { + // Get the user-picked theme from localStorage. May be `null`, which means the default + // theme. + theme = window.localStorage.getItem("documenter-theme"); + } + // Check if the users preference is for dark color scheme + var darkPreference = + window.matchMedia("(prefers-color-scheme: dark)").matches === true; + // Initialize a few variables for the loop: + // + // - active: will contain the index of the theme that should be active. Note that there + // is no guarantee that localStorage contains sane values. If `active` stays `null` + // we either could not find the theme or it is the default (primary) theme anyway. + // Either way, we then need to stick to the primary theme. + // + // - disabled: style sheets that should be disabled (i.e. all the theme style sheets + // that are not the currently active theme) + var active = null; + var disabled = []; + var primaryLightTheme = null; + var primaryDarkTheme = null; + for (var i = 0; i < document.styleSheets.length; i++) { + var ss = document.styleSheets[i]; + // The tag of each style sheet is expected to have a data-theme-name attribute + // which must contain the name of the theme. The names in localStorage much match this. + var themename = ss.ownerNode.getAttribute("data-theme-name"); + // attribute not set => non-theme stylesheet => ignore + if (themename === null) continue; + // To distinguish the default (primary) theme, it needs to have the data-theme-primary + // attribute set. + if (ss.ownerNode.getAttribute("data-theme-primary") !== null) { + primaryLightTheme = themename; + } + // Check if the theme is primary dark theme so that we could store its name in darkTheme + if (ss.ownerNode.getAttribute("data-theme-primary-dark") !== null) { + primaryDarkTheme = themename; + } + // If we find a matching theme (and it's not the default), we'll set active to non-null + if (themename === theme) active = i; + // Store the style sheets of inactive themes so that we could disable them + if (themename !== theme) disabled.push(ss); + } + var activeTheme = null; + if (active !== null) { + // If we did find an active theme, we'll (1) add the theme--$(theme) class to + document.getElementsByTagName("html")[0].className = "theme--" + theme; + activeTheme = theme; + } else { + // If we did _not_ find an active theme, then we need to fall back to the primary theme + // which can either be dark or light, depending on the user's OS preference. + var activeTheme = darkPreference ? primaryDarkTheme : primaryLightTheme; + // In case it somehow happens that the relevant primary theme was not found in the + // preceding loop, we abort without doing anything. + if (activeTheme === null) { + console.error("Unable to determine primary theme."); + return; + } + // When switching to the primary light theme, then we must not have a class name + // for the tag. That's only for non-primary or the primary dark theme. + if (darkPreference) { + document.getElementsByTagName("html")[0].className = + "theme--" + activeTheme; + } else { + document.getElementsByTagName("html")[0].className = ""; + } + } + for (var i = 0; i < document.styleSheets.length; i++) { + var ss = document.styleSheets[i]; + // The tag of each style sheet is expected to have a data-theme-name attribute + // which must contain the name of the theme. The names in localStorage much match this. + var themename = ss.ownerNode.getAttribute("data-theme-name"); + // attribute not set => non-theme stylesheet => ignore + if (themename === null) continue; + // we'll disable all the stylesheets, except for the active one + ss.disabled = !(themename == activeTheme); + } +} +set_theme_from_local_storage(); diff --git a/previews/PR11/assets/warner.js b/previews/PR11/assets/warner.js new file mode 100644 index 00000000..3f6f5d00 --- /dev/null +++ b/previews/PR11/assets/warner.js @@ -0,0 +1,52 @@ +function maybeAddWarning() { + // DOCUMENTER_NEWEST is defined in versions.js, DOCUMENTER_CURRENT_VERSION and DOCUMENTER_STABLE + // in siteinfo.js. + // If either of these are undefined something went horribly wrong, so we abort. + if ( + window.DOCUMENTER_NEWEST === undefined || + window.DOCUMENTER_CURRENT_VERSION === undefined || + window.DOCUMENTER_STABLE === undefined + ) { + return; + } + + // Current version is not a version number, so we can't tell if it's the newest version. Abort. + if (!/v(\d+\.)*\d+/.test(window.DOCUMENTER_CURRENT_VERSION)) { + return; + } + + // Current version is newest version, so no need to add a warning. + if (window.DOCUMENTER_NEWEST === window.DOCUMENTER_CURRENT_VERSION) { + return; + } + + // Add a noindex meta tag (unless one exists) so that search engines don't index this version of the docs. + if (document.body.querySelector('meta[name="robots"]') === null) { + const meta = document.createElement("meta"); + meta.name = "robots"; + meta.content = "noindex"; + + document.getElementsByTagName("head")[0].appendChild(meta); + } + + const div = document.createElement("div"); + div.classList.add("outdated-warning-overlay"); + const closer = document.createElement("button"); + closer.classList.add("outdated-warning-closer", "delete"); + closer.addEventListener("click", function () { + document.body.removeChild(div); + }); + const href = window.documenterBaseURL + "/../" + window.DOCUMENTER_STABLE; + div.innerHTML = + 'This documentation is not for the latest stable release, but for either the development version or an older release.
Click here to go to the documentation for the latest stable release.'; + div.appendChild(closer); + document.body.appendChild(div); +} + +if (document.readyState === "loading") { + document.addEventListener("DOMContentLoaded", maybeAddWarning); +} else { + maybeAddWarning(); +} diff --git a/previews/PR11/index.html b/previews/PR11/index.html new file mode 100644 index 00000000..c27db8a4 --- /dev/null +++ b/previews/PR11/index.html @@ -0,0 +1,2 @@ + +Home · Chmy
GitHub
diff --git a/previews/PR11/lib/modules/index.html b/previews/PR11/lib/modules/index.html new file mode 100644 index 00000000..c701f7b6 --- /dev/null +++ b/previews/PR11/lib/modules/index.html @@ -0,0 +1,2 @@ + +Modules · Chmy
GitHub

Modules

Grids

Chmy.Grids.UniformGrid — Method
UniformGrid(arch; origin, extent, dims, topology=nothing)

Constructs a uniform grid with specified origin, extent, dimensions, and topology.

Arguments

  • arch::Architecture: The associated architecture.
  • origin::NTuple{N,Number}: The origin of the grid.
  • extent::NTuple{N,Number}: The extent of the grid.
  • dims::NTuple{N,Integer}: The dimensions of the grid.
  • topology=nothing: The topology of the grid. If not provided, a default Bounded topology is used.
source
Chmy.Grids.axis — Method
axis(grid, dim::Dim)

Return the axis corresponding to the spatial dimension dim.

source
Chmy.Grids.bounds — Method
bounds(grid, loc, [dim::Dim])

Return the bounds of a structured grid at the specified location(s).

source
Chmy.Grids.connectivity — Method
connectivity(grid, dim::Dim, side::Side)

Return the connectivity of the structured grid grid for the given dimension dim and side side.

source
Chmy.Grids.coord — Method
coord(grid, loc, I...)

Return a tuple of spatial coordinates of a grid point at location loc and indices I.

For vertex locations, first grid point is at the origin. For center locations, first grid point at half-spacing distance from the origin.

source
Chmy.Grids.extent — Method
extent(grid, loc, [dim::Dim])

Return the extent of a structured grid at the specified location(s).

source
Chmy.Grids.origin — Method
origin(grid, loc, [dim::Dim])

Return the origin of a structured grid at the specified location(s).

source
Chmy.Grids.spacing — Method
spacing(grid, loc, I...)

Return a tuple of grid spacings at location loc and indices I.

source

Architectures

Chmy.Architectures.Arch — Method
Arch(backend::Backend; device_id::Integer=1)

Create an architecture object for the specified backend and device.

Arguments

  • backend: The backend to use for computation.
  • device_id=1: The ID of the device to use.
source
Chmy.Architectures.activate! — Method
activate!(arch::SingleDeviceArchitecture; priority=:normal)

Activate the given architecture on the specified device and set the priority of the backend.

source

Fields

Chmy.Fields.Field — Type
struct Field{T,N,L,H,A} <: AbstractField{T,N,L}

Field represents a discrete scalar field with specified type, number of dimensions, location, and halo size.

source
Chmy.Fields.Field — Method
Field(backend, grid, loc, type=eltype(grid); halo=1)

Constructs a field on a structured grid at the specified location.

Arguments:

  • backend: The backend to use for memory allocation.
  • grid: The structured grid on which the field is constructed.
  • loc: The location or locations on the grid where the field is constructed.
  • type: The element type of the field. Defaults to the element type of the grid.
  • halo: The halo size for the field. Defaults to 1.
source
Chmy.Fields.FunctionField — Type
FunctionField <: AbstractField

Continuous or discrete field with values computed at runtime.

Constructors

  • FunctionField(func, grid, loc; [discrete], [parameters]): Create a new FunctionField object.
source

Grid Operators

Boundary Conditions

Chmy.BoundaryConditions.bc! — Method
bc!(arch::Architecture, grid::StructuredGrid, batch::BatchSet)

Apply boundary conditions using a batch set batch containing an AbstractBatch per dimension per side of grid.

Arguments

  • arch: The architecture.
  • grid: The grid.
  • batch:: The batch set to apply boundary conditions to.
source

Kernel launcher

Distributed

Chmy.Distributed.CartesianTopology — Method
CartesianTopology(comm, dims)

Create an N-dimensional Cartesian topology using base MPI communicator comm with dimensions dims. If all entries in dims are not equal to 0, the product of dims should be equal to the total number of MPI processes MPI.Comm_size(comm). If any (or all) entries of dims are 0, the dimensions in the corresponding spatial directions will be picked automatically.

source
Chmy.Distributed.StackAllocator — Type
mutable struct StackAllocator

Simple stack (a.k.a. bump/arena) allocator. Maintains an internal buffer that grows dynamically if the requested allocation exceeds current buffer size.

source
Base.resize! — Method
resize!(sa::StackAllocator, sz::Integer)

Resize the StackAllocator's buffer to capacity of sz bytes. This method will throw an error if any arrays were already allocated using this allocator.

source
Chmy.Architectures.Arch — Method
Arch(backend, comm, dims; kwargs...)

Create a distributed Architecture using backend backend and comm. For GPU backends, device will be selected automatically based on a process id within a node.

source
Chmy.Distributed.allocate — Function
allocate(sa::StackAllocator, T::DataType, dims, [align=sizeof(T)])

Allocate a buffer of type T with dimensions dims using a stack allocator. The align parameter specifies the alignment of the buffer elements.

Arguments

  • sa::StackAllocator: The stack allocator object.
  • T::DataType: The data type of the requested allocation.
  • dims: The dimensions of the requested allocation.
  • align::Integer: The alignment of the allocated buffer in bytes.
Warning

Arrays allocated with StackAllocator are not managed by Julia runtime. User is responsible for ensuring correct lifetimes, i.e., that the reference to allocator outlives all arrays allocated using this allocator.

source
Chmy.Distributed.exchange_halo! — Method
exchange_halo!(side::Side, dim::Dim, arch, grid, fields...; async=false)

Perform halo exchange communication between neighboring processes in a distributed architecture.

Arguments

  • side: The side of the grid where the halo exchange is performed.
  • dim: The dimension along which the halo exchange is performed.
  • arch: The distributed architecture used for communication.
  • grid: The structured grid on which the halo exchange is performed.
  • fields...: The fields to be exchanged.

Optional Arguments

  • async=false: Whether to perform the halo exchange asynchronously.
source
Chmy.Distributed.exchange_halo! — Method
exchange_halo!(arch, grid, fields...)

Perform halo exchange for the given architecture, grid, and fields.

Arguments

  • arch: The distributed architecture to perform halo exchange on.
  • grid: The structured grid on which halo exchange is performed.
  • fields: The fields on which halo exchange is performed.
source
Chmy.Distributed.gather! — Method
gather!(dst, src, comm::MPI.Comm; root=0)

Gather local array src into a global array dst. Size of the global array size(dst) should be equal to the product of the size of a local array size(src) and the dimensions of a Cartesian communicator comm. The array will be gathered on the process with id root (root=0 by default). Note that the memory for a global array should be allocated only on the process with id root, on other processes dst can be set to nothing.

source
Chmy.Distributed.has_neighbor — Method
has_neighbor(topo, dim, side)

Returns true if there a neighbor process in spatial direction dim on the side side, or false otherwise.

source
Chmy.Distributed.neighbor — Method
neighbor(topo, dim, side)

Returns id of a neighbor process in spatial direction dim on the side side, if this neighbor exists, or MPI.PROC_NULL otherwise.

source
Chmy.Distributed.neighbors — Method
neighbors(topo)

Neighbors of a current process.

Returns tuple of ranks of the two immediate neighbors in each spatial direction, or MPI.PROC_NULL if there is no neighbor on a corresponding side.

source
Chmy.Distributed.reset! — Method
reset!(sa::StackAllocator)

Reset the stack allocator by resetting the pointer. Doesn't free the internal memory buffer.

source

Workers

Chmy.Workers.Worker — Type
Worker

A worker that performs tasks asynchronously.

Constructor

Worker{T}(; [setup], [teardown]) where {T}

Constructs a new Worker object.

Arguments

  • setup: A function to be executed before the worker starts processing tasks. (optional)
  • teardown: A function to be executed after the worker finishes processing tasks. (optional)
source
diff --git a/previews/PR11/objects.inv b/previews/PR11/objects.inv new file mode 100644 index 00000000..214a0c7d Binary files /dev/null and b/previews/PR11/objects.inv differ diff --git a/previews/PR11/search_index.js b/previews/PR11/search_index.js new file mode 100644 index 00000000..3dc9321d --- /dev/null +++ b/previews/PR11/search_index.js @@ -0,0 +1,3 @@ +var documenterSearchIndex = {"docs": +[{"location":"lib/modules/#Modules","page":"Modules","title":"Modules","text":"","category":"section"},{"location":"lib/modules/#Grids","page":"Modules","title":"Grids","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Grids]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Grids.StructuredGrid","page":"Modules","title":"Chmy.Grids.StructuredGrid","text":"StructuredGrid\n\nRepresents a structured grid with orthogonal axes.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Grids.UniformGrid-Union{Tuple{Chmy.Architectures.Architecture}, Tuple{N}} where N","page":"Modules","title":"Chmy.Grids.UniformGrid","text":"UniformGrid(arch; origin, extent, dims, topology=nothing)\n\nConstructs a uniform grid with specified origin, extent, dimensions, and topology.\n\nArguments\n\narch::Architecture: The associated architecture.\norigin::NTuple{N,Number}: The origin of the grid.\nextent::NTuple{N,Number}: The extent of the grid.\ndims::NTuple{N,Integer}: The dimensions of the grid.\ntopology=nothing: The topology of the grid. If not provided, a default Bounded topology is used.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.axis-Union{Tuple{dim}, Tuple{Chmy.Grids.StructuredGrid, Dim{dim}}} where dim","page":"Modules","title":"Chmy.Grids.axis","text":"axis(grid, dim::Dim)\n\nReturn the axis corresponding to the spatial dimension dim.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.bounds-Union{Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N}, Union{Tuple{Vararg{Chmy.Grids.Location, N}}, Chmy.Grids.Location}}} where N","page":"Modules","title":"Chmy.Grids.bounds","text":"bounds(grid, loc, [dim::Dim])\n\nReturn the bounds of a structured grid at the specified location(s).\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.connectivity-Union{Tuple{S}, Tuple{D}, Tuple{C}, Tuple{T}, Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N, T, C}, Dim{D}, Side{S}}} where {N, T, C, D, S}","page":"Modules","title":"Chmy.Grids.connectivity","text":"connectivity(grid, dim::Dim, side::Side)\n\nReturn the connectivity of the structured grid grid for the given dimension dim and side side.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.coord-Union{Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N}, Chmy.Grids.Location, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.Grids.coord","text":"coord(grid, loc, I...)\n\nReturn a tuple of spatial coordinates of a grid point at location loc and indices I.\n\nFor vertex locations, first grid point is at the origin. For center locations, first grid point at half-spacing distance from the origin.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.extent-Union{Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N}, Union{Tuple{Vararg{Chmy.Grids.Location, N}}, Chmy.Grids.Location}}} where N","page":"Modules","title":"Chmy.Grids.extent","text":"extent(grid, loc, [dim::Dim])\n\nReturn the extent of a structured grid at the specified location(s).\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.inv_spacing-Union{Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N}, Chmy.Grids.Location, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.Grids.inv_spacing","text":"inv_spacing(grid, loc, I...)\n\nReturn a tuple of inverse grid spacings at location loc and indices I.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.origin-Union{Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N}, Union{Tuple{Vararg{Chmy.Grids.Location, N}}, Chmy.Grids.Location}}} where N","page":"Modules","title":"Chmy.Grids.origin","text":"origin(grid, loc, [dim::Dim])\n\nReturn the origin of a structured grid at the specified location(s).\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.spacing-Union{Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N}, Chmy.Grids.Location, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.Grids.spacing","text":"spacing(grid, loc, I...)\n\nReturn a tuple of grid spacings at location loc and indices I.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Architectures","page":"Modules","title":"Architectures","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Architectures]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Architectures.Architecture","page":"Modules","title":"Chmy.Architectures.Architecture","text":"Architecture\n\nAbstract type representing an architecture.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Architectures.SingleDeviceArchitecture","page":"Modules","title":"Chmy.Architectures.SingleDeviceArchitecture","text":"SingleDeviceArchitecture <: Architecture\n\nA struct representing an architecture that operates on a single CPU or GPU device.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Architectures.Arch-Tuple{KernelAbstractions.Backend}","page":"Modules","title":"Chmy.Architectures.Arch","text":"Arch(backend::Backend; device_id::Integer=1)\n\nCreate an architecture object for the specified backend and device.\n\nArguments\n\nbackend: The backend to use for computation.\ndevice_id=1: The ID of the device to use.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.activate!-Tuple{Chmy.Architectures.SingleDeviceArchitecture}","page":"Modules","title":"Chmy.Architectures.activate!","text":"activate!(arch::SingleDeviceArchitecture; priority=:normal)\n\nActivate the given architecture on the specified device and set the priority of the backend.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.get_backend-Tuple{Chmy.Architectures.SingleDeviceArchitecture}","page":"Modules","title":"Chmy.Architectures.get_backend","text":"get_backend(arch::SingleDeviceArchitecture)\n\nGet the backend associated with a SingleDeviceArchitecture.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.get_device-Tuple{Chmy.Architectures.SingleDeviceArchitecture}","page":"Modules","title":"Chmy.Architectures.get_device","text":"get_device(arch::SingleDeviceArchitecture)\n\nGet the device associated with a SingleDeviceArchitecture.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Fields","page":"Modules","title":"Fields","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Fields]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Fields.ConstantField","page":"Modules","title":"Chmy.Fields.ConstantField","text":"Scalar field with a constant value\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.Field","page":"Modules","title":"Chmy.Fields.Field","text":"struct Field{T,N,L,H,A} <: AbstractField{T,N,L}\n\nField represents a discrete scalar field with specified type, number of dimensions, location, and halo size.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.Field-Union{Tuple{N}, Tuple{KernelAbstractions.Backend, Chmy.Grids.StructuredGrid{N}, Union{Tuple{Vararg{Chmy.Grids.Location, N}}, Chmy.Grids.Location}}, Tuple{KernelAbstractions.Backend, Chmy.Grids.StructuredGrid{N}, Union{Tuple{Vararg{Chmy.Grids.Location, N}}, Chmy.Grids.Location}, Any}} where N","page":"Modules","title":"Chmy.Fields.Field","text":"Field(backend, grid, loc, type=eltype(grid); halo=1)\n\nConstructs a field on a structured grid at the specified location.\n\nArguments:\n\nbackend: The backend to use for memory allocation.\ngrid: The structured grid on which the field is constructed.\nloc: The location or locations on the grid where the field is constructed.\ntype: The element type of the field. Defaults to the element type of the grid.\nhalo: The halo size for the field. Defaults to 1.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Fields.FunctionField","page":"Modules","title":"Chmy.Fields.FunctionField","text":"FunctionField <: AbstractField\n\nContinuous or discrete field with values computed at runtime.\n\nConstructors\n\nFunctionField(func, grid, loc; [discrete], [parameters]): Create a new FunctionField object.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.OneField","page":"Modules","title":"Chmy.Fields.OneField","text":"Constant field with values equal to one(T)\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.ValueField","page":"Modules","title":"Chmy.Fields.ValueField","text":"Field with a constant value\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.ZeroField","page":"Modules","title":"Chmy.Fields.ZeroField","text":"Constant field with values equal to zero(T)\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Grid-Operators","page":"Modules","title":"Grid Operators","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.GridOperators]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.GridOperators.leftx-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.leftx","text":"leftx(f, loc, I)\n\n\"left side\" of a field ([1:end-1]) in x direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.lefty-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.lefty","text":"lefty(f, loc, I)\n\n\"left side\" of a field ([1:end-1]) in y direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.leftz-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.leftz","text":"leftz(f, loc, I)\n\n\"left side\" of a field ([1:end-1]) in z direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.rightx-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.rightx","text":"rightx(f, loc, I)\n\n\"right side\" of a field ([2:end]) in x direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.righty-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.righty","text":"righty(f, loc, I)\n\n\"right side\" of a field ([2:end]) in y direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.rightz-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.rightz","text":"rightz(f, loc, I)\n\n\"right side\" of a field ([2:end]) in z direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.δx-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.δx","text":"δx(f, loc, I)\n\nFinite difference in x direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.δy-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.δy","text":"δy(f, loc, I)\n\nFinite difference in y direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.δz-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.δz","text":"δz(f, loc, I)\n\nFinite difference in z direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂x-Union{Tuple{N}, Tuple{Any, Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂x","text":"∂x(f, loc, grid, I)\n\nDirectional partial derivative in x direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂y-Union{Tuple{N}, Tuple{Any, Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂y","text":"∂y(f, loc, grid, I)\n\nDirectional partial derivative in y direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂z-Union{Tuple{N}, Tuple{Any, Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂z","text":"∂z(f, loc, grid, I)\n\nDirectional partial derivative in z direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Boundary-Conditions","page":"Modules","title":"Boundary Conditions","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.BoundaryConditions]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.BoundaryConditions.AbstractBatch","page":"Modules","title":"Chmy.BoundaryConditions.AbstractBatch","text":"AbstractBatch\n\nAbstract type representing a batch of boundary conditions.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.EmptyBatch","page":"Modules","title":"Chmy.BoundaryConditions.EmptyBatch","text":"EmptyBatch <: AbstractBatch\n\nEmptyBatch represents no boundary conditions.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.ExchangeBatch","page":"Modules","title":"Chmy.BoundaryConditions.ExchangeBatch","text":"ExchangeBatch <: AbstractBatch\n\nExchangeBatch represents a batch used for MPI communication.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.FieldBatch","page":"Modules","title":"Chmy.BoundaryConditions.FieldBatch","text":"FieldBatch <: AbstractBatch\n\nFieldBatch is a batch of boundary conditions, where each field has one boundary condition.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.FieldBoundaryCondition","page":"Modules","title":"Chmy.BoundaryConditions.FieldBoundaryCondition","text":"FieldBoundaryCondition\n\nAbstract supertype for all boundary conditions that are specified per-field.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.bc!-Union{Tuple{N}, Tuple{Chmy.Architectures.Architecture, Chmy.Grids.StructuredGrid{N}, Tuple{Vararg{Tuple{Chmy.BoundaryConditions.AbstractBatch, Chmy.BoundaryConditions.AbstractBatch}, N}}}} where N","page":"Modules","title":"Chmy.BoundaryConditions.bc!","text":"bc!(arch::Architecture, grid::StructuredGrid, batch::BatchSet)\n\nApply boundary conditions using a batch set batch containing an AbstractBatch per dimension per side of grid.\n\nArguments\n\narch: The architecture.\ngrid: The grid.\nbatch:: The batch set to apply boundary conditions to.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Kernel-launcher","page":"Modules","title":"Kernel launcher","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.KernelLaunch]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Distributed","page":"Modules","title":"Distributed","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Distributed]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Distributed.CartesianTopology","page":"Modules","title":"Chmy.Distributed.CartesianTopology","text":"CartesianTopology\n\nRepresents N-dimensional Cartesian topology of distributed processes.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.CartesianTopology-Union{Tuple{N}, Tuple{MPI.Comm, Tuple{Vararg{Int64, N}}}} where N","page":"Modules","title":"Chmy.Distributed.CartesianTopology","text":"CartesianTopology(comm, dims)\n\nCreate an N-dimensional Cartesian topology using base MPI communicator comm with dimensions dims. If all entries in dims are not equal to 0, the product of dims should be equal to the total number of MPI processes MPI.Comm_size(comm). If any (or all) entries of dims are 0, the dimensions in the corresponding spatial directions will be picked automatically.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.DistributedArchitecture","page":"Modules","title":"Chmy.Distributed.DistributedArchitecture","text":"DistributedArchitecture <: Architecture\n\nA struct representing a distributed architecture.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.StackAllocator","page":"Modules","title":"Chmy.Distributed.StackAllocator","text":"mutable struct StackAllocator\n\nSimple stack (a.k.a. bump/arena) allocator. Maintains an internal buffer that grows dynamically if the requested allocation exceeds current buffer size.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.StackAllocator-Tuple{KernelAbstractions.Backend}","page":"Modules","title":"Chmy.Distributed.StackAllocator","text":"StackAllocator(backend::Backend)\n\nCreate a stack allocator using the specified backend to store allocations.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Base.resize!-Tuple{Chmy.Distributed.StackAllocator, Integer}","page":"Modules","title":"Base.resize!","text":"resize!(sa::StackAllocator, sz::Integer)\n\nResize the StackAllocator's buffer to capacity of sz bytes. This method will throw an error if any arrays were already allocated using this allocator.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.Arch-Tuple{KernelAbstractions.Backend, MPI.Comm, Any}","page":"Modules","title":"Chmy.Architectures.Arch","text":"Arch(backend, comm, dims; kwargs...)\n\nCreate a distributed Architecture using backend backend and comm. For GPU backends, device will be selected automatically based on a process id within a node.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.allocate","page":"Modules","title":"Chmy.Distributed.allocate","text":"allocate(sa::StackAllocator, T::DataType, dims, [align=sizeof(T)])\n\nAllocate a buffer of type T with dimensions dims using a stack allocator. The align parameter specifies the alignment of the buffer elements.\n\nArguments\n\nsa::StackAllocator: The stack allocator object.\nT::DataType: The data type of the requested allocation.\ndims: The dimensions of the requested allocation.\nalign::Integer: The alignment of the allocated buffer in bytes.\n\nwarning: Warning\nArrays allocated with StackAllocator are not managed by Julia runtime. User is responsible for ensuring correct lifetimes, i.e., that the reference to allocator outlives all arrays allocated using this allocator.\n\n\n\n\n\n","category":"function"},{"location":"lib/modules/#Chmy.Distributed.cart_comm-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.cart_comm","text":"cart_comm(topo)\n\nMPI Cartesian communicator for the topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.coords-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.coords","text":"coords(topo)\n\nCoordinates of a current process within a Cartesian topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.dims-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.dims","text":"dims(topo)\n\nDimensions of the topology as NTuple.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.exchange_halo!-Union{Tuple{K}, Tuple{D}, Tuple{S}, Tuple{Side{S}, Dim{D}, Chmy.Distributed.DistributedArchitecture, Chmy.Grids.StructuredGrid, Vararg{Chmy.Fields.Field, K}}} where {S, D, K}","page":"Modules","title":"Chmy.Distributed.exchange_halo!","text":"exchange_halo!(side::Side, dim::Dim, arch, grid, fields...; async=false)\n\nPerform halo exchange communication between neighboring processes in a distributed architecture.\n\nArguments\n\nside: The side of the grid where the halo exchange is performed.\ndim: The dimension along which the halo exchange is performed.\narch: The distributed architecture used for communication.\ngrid: The structured grid on which the halo exchange is performed.\nfields...: The fields to be exchanged.\n\nOptional Arguments\n\nasync=false: Whether to perform the halo exchange asynchronously.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.exchange_halo!-Union{Tuple{N}, Tuple{Chmy.Distributed.DistributedArchitecture, Chmy.Grids.StructuredGrid{N}, Vararg{Chmy.Fields.Field}}} where N","page":"Modules","title":"Chmy.Distributed.exchange_halo!","text":"exchange_halo!(arch, grid, fields...)\n\nPerform halo exchange for the given architecture, grid, and fields.\n\nArguments\n\narch: The distributed architecture to perform halo exchange on.\ngrid: The structured grid on which halo exchange is performed.\nfields: The fields on which halo exchange is performed.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.gather!-Tuple{Chmy.Distributed.DistributedArchitecture, Any, Chmy.Fields.Field}","page":"Modules","title":"Chmy.Distributed.gather!","text":"gather!(arch, dst, src::Field; kwargs...)\n\nGather the interior of a field src into a global array dst.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.gather!-Union{Tuple{N}, Tuple{T}, Tuple{Union{Nothing, AbstractArray{T, N}}, AbstractArray{T, N}, MPI.Comm}} where {T, N}","page":"Modules","title":"Chmy.Distributed.gather!","text":"gather!(dst, src, comm::MPI.Comm; root=0)\n\nGather local array src into a global array dst. Size of the global array size(dst) should be equal to the product of the size of a local array size(src) and the dimensions of a Cartesian communicator comm. The array will be gathered on the process with id root (root=0 by default). Note that the memory for a global array should be allocated only on the process with id root, on other processes dst can be set to nothing.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.global_rank-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.global_rank","text":"global_rank(topo)\n\nGlobal id of a process in a Cartesian topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.global_size-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.global_size","text":"global_size(topo)\n\nTotal number of processes withing the topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.has_neighbor-Tuple{Chmy.Distributed.CartesianTopology, Any, Any}","page":"Modules","title":"Chmy.Distributed.has_neighbor","text":"has_neighbor(topo, dim, side)\n\nReturns true if there a neighbor process in spatial direction dim on the side side, or false otherwise.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.nallocs-Tuple{Chmy.Distributed.StackAllocator}","page":"Modules","title":"Chmy.Distributed.nallocs","text":"nallocs(sa::StackAllocator)\n\nGet the number of allocations made by the given StackAllocator.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.neighbor-Tuple{Chmy.Distributed.CartesianTopology, Any, Any}","page":"Modules","title":"Chmy.Distributed.neighbor","text":"neighbor(topo, dim, side)\n\nReturns id of a neighbor process in spatial direction dim on the side side, if this neighbor exists, or MPI.PROC_NULL otherwise.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.neighbors-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.neighbors","text":"neighbors(topo)\n\nNeighbors of a current process.\n\nReturns tuple of ranks of the two immediate neighbors in each spatial direction, or MPI.PROC_NULL if there is no neighbor on a corresponding side.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.node_name-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.node_name","text":"node_name(topo)\n\nName of a node according to MPI.Get_processor_name().\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.node_size-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.node_size","text":"node_size(topo)\n\nNumber of processes sharing the same node.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.reset!-Tuple{Chmy.Distributed.StackAllocator}","page":"Modules","title":"Chmy.Distributed.reset!","text":"reset!(sa::StackAllocator)\n\nReset the stack allocator by resetting the pointer. Doesn't free the internal memory buffer.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.shared_comm-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.shared_comm","text":"shared_comm(topo)\n\nMPI communicator for the processes sharing the same node.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.shared_rank-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.shared_rank","text":"shared_rank(topo)\n\nLocal id of a process within a single node. Can be used to set the GPU device.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Workers","page":"Modules","title":"Workers","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Workers]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Workers.Worker","page":"Modules","title":"Chmy.Workers.Worker","text":"Worker\n\nA worker that performs tasks asynchronously.\n\nConstructor\n\nWorker{T}(; [setup], [teardown]) where {T}\n\nConstructs a new Worker object.\n\nArguments\n\nsetup: A function to be executed before the worker starts processing tasks. (optional)\nteardown: A function to be executed after the worker finishes processing tasks. (optional)\n\n\n\n\n\n","category":"type"},{"location":"usage/runtests/#Running-tests","page":"Running tests","title":"Running tests","text":"","category":"section"},{"location":"usage/runtests/#CPU-tests","page":"Running tests","title":"CPU tests","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"To run the Chmy test suite on the CPU, simple run test from within the package mode or using Pkg:","category":"page"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"using Pkg\nPkg.test(\"Chmy\")","category":"page"},{"location":"usage/runtests/#GPU-tests","page":"Running tests","title":"GPU tests","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"To run the Chmy test suite on CUDA or ROC backend (Nvidia or AMD GPUs), respectively, run the tests using Pkg adding following test_args:","category":"page"},{"location":"usage/runtests/#For-CUDA-backend-(Nvidia-GPUs):","page":"Running tests","title":"For CUDA backend (Nvidia GPUs):","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"using Pkg\nPkg.test(\"Chmy\"; test_args=[\"--backend=CUDA\"])","category":"page"},{"location":"usage/runtests/#For-ROC-backend-(AMD-GPUs):","page":"Running tests","title":"For ROC backend (AMD GPUs):","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"using Pkg\nPkg.test(\"Chmy\"; test_args=[\"--backend=AMDGPU\"])","category":"page"},{"location":"#Chmy.jl","page":"Home","title":"Chmy.jl","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"Documentation for Chmy.jl.","category":"page"},{"location":"","page":"Home","title":"Home","text":"Information about the GPU4GEO project can be found on the GPU4GEO website.","category":"page"},{"location":"#Doc-content","page":"Home","title":"Doc content","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"Usage information\nAPI reference","category":"page"}] +} diff --git a/previews/PR11/siteinfo.js b/previews/PR11/siteinfo.js new file mode 100644 index 00000000..06c127a0 --- /dev/null +++ b/previews/PR11/siteinfo.js @@ -0,0 +1 @@ +var DOCUMENTER_CURRENT_VERSION = "previews/PR11"; diff --git a/previews/PR11/usage/runtests/index.html b/previews/PR11/usage/runtests/index.html new file mode 100644 index 00000000..57c8555a --- /dev/null +++ b/previews/PR11/usage/runtests/index.html @@ -0,0 +1,5 @@ + +Running tests · Chmy
GitHub

Running tests

CPU tests

To run the Chmy test suite on the CPU, simple run test from within the package mode or using Pkg:

using Pkg
+Pkg.test("Chmy")

GPU tests

To run the Chmy test suite on CUDA or ROC backend (Nvidia or AMD GPUs), respectively, run the tests using Pkg adding following test_args:

For CUDA backend (Nvidia GPUs):

using Pkg
+Pkg.test("Chmy"; test_args=["--backend=CUDA"])

For ROC backend (AMD GPUs):

using Pkg
+Pkg.test("Chmy"; test_args=["--backend=AMDGPU"])
diff --git a/previews/PR51/.documenter-siteinfo.json b/previews/PR51/.documenter-siteinfo.json new file mode 100644 index 00000000..5447be0d --- /dev/null +++ b/previews/PR51/.documenter-siteinfo.json @@ -0,0 +1 @@ +{"documenter":{"julia_version":"1.11.0","generation_timestamp":"2024-10-08T18:32:40","documenter_version":"1.7.0"}} \ No newline at end of file diff --git a/previews/PR51/assets/diffusion_2d_it_100.png b/previews/PR51/assets/diffusion_2d_it_100.png new file mode 100644 index 00000000..9a00a42c Binary files /dev/null and b/previews/PR51/assets/diffusion_2d_it_100.png differ diff --git a/previews/PR51/assets/documenter.js b/previews/PR51/assets/documenter.js new file mode 100644 index 00000000..82252a11 --- /dev/null +++ b/previews/PR51/assets/documenter.js @@ -0,0 +1,1064 @@ +// Generated by Documenter.jl +requirejs.config({ + paths: { + 'highlight-julia': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia.min', + 'headroom': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/headroom.min', + 'jqueryui': 'https://cdnjs.cloudflare.com/ajax/libs/jqueryui/1.13.2/jquery-ui.min', + 'katex-auto-render': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/contrib/auto-render.min', + 'jquery': 'https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.0/jquery.min', + 'headroom-jquery': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/jQuery.headroom.min', + 'katex': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min', + 'highlight': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/highlight.min', + 'highlight-julia-repl': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia-repl.min', + }, + shim: { + "highlight-julia": { + "deps": [ + "highlight" + ] + }, + "katex-auto-render": { + "deps": [ + "katex" + ] + }, + "headroom-jquery": { + "deps": [ + "jquery", + "headroom" + ] + }, + "highlight-julia-repl": { + "deps": [ + "highlight" + ] + } +} +}); +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'katex', 'katex-auto-render'], function($, katex, renderMathInElement) { +$(document).ready(function() { + renderMathInElement( + document.body, + { + "delimiters": [ + { + "left": "$", + "right": "$", + "display": false + }, + { + "left": "$$", + "right": "$$", + "display": true + }, + { + "left": "\\[", + "right": "\\]", + "display": true + } + ] +} + + ); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'highlight', 'highlight-julia', 'highlight-julia-repl'], function($) { +$(document).ready(function() { + hljs.highlightAll(); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +let timer = 0; +var isExpanded = true; + +$(document).on( + "click", + ".docstring .docstring-article-toggle-button", + function () { + let articleToggleTitle = "Expand docstring"; + const parent = $(this).parent(); + + debounce(() => { + if (parent.siblings("section").is(":visible")) { + parent + .find("a.docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + } else { + parent + .find("a.docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + articleToggleTitle = "Collapse docstring"; + } + + parent + .children(".docstring-article-toggle-button") + .prop("title", articleToggleTitle); + parent.siblings("section").slideToggle(); + }); + } +); + +$(document).on("click", ".docs-article-toggle-button", function (event) { + let articleToggleTitle = "Expand docstring"; + let navArticleToggleTitle = "Expand all docstrings"; + let animationSpeed = event.noToggleAnimation ? 0 : 400; + + debounce(() => { + if (isExpanded) { + $(this).removeClass("fa-chevron-up").addClass("fa-chevron-down"); + $("a.docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + + isExpanded = false; + + $(".docstring section").slideUp(animationSpeed); + } else { + $(this).removeClass("fa-chevron-down").addClass("fa-chevron-up"); + $("a.docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + isExpanded = true; + articleToggleTitle = "Collapse docstring"; + navArticleToggleTitle = "Collapse all docstrings"; + + $(".docstring section").slideDown(animationSpeed); + } + + $(this).prop("title", navArticleToggleTitle); + $(".docstring-article-toggle-button").prop("title", articleToggleTitle); + }); +}); + +function debounce(callback, timeout = 300) { + if (Date.now() - timer > timeout) { + callback(); + } + + clearTimeout(timer); + + timer = Date.now(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require([], function() { +function addCopyButtonCallbacks() { + for (const el of document.getElementsByTagName("pre")) { + const button = document.createElement("button"); + button.classList.add("copy-button", "fa-solid", "fa-copy"); + button.setAttribute("aria-label", "Copy this code block"); + button.setAttribute("title", "Copy"); + + el.appendChild(button); + + const success = function () { + button.classList.add("success", "fa-check"); + button.classList.remove("fa-copy"); + }; + + const failure = function () { + button.classList.add("error", "fa-xmark"); + button.classList.remove("fa-copy"); + }; + + button.addEventListener("click", function () { + copyToClipboard(el.innerText).then(success, failure); + + setTimeout(function () { + button.classList.add("fa-copy"); + button.classList.remove("success", "fa-check", "fa-xmark"); + }, 5000); + }); + } +} + +function copyToClipboard(text) { + // clipboard API is only available in secure contexts + if (window.navigator && window.navigator.clipboard) { + return window.navigator.clipboard.writeText(text); + } else { + return new Promise(function (resolve, reject) { + try { + const el = document.createElement("textarea"); + el.textContent = text; + el.style.position = "fixed"; + el.style.opacity = 0; + document.body.appendChild(el); + el.select(); + document.execCommand("copy"); + + resolve(); + } catch (err) { + reject(err); + } finally { + document.body.removeChild(el); + } + }); + } +} + +if (document.readyState === "loading") { + document.addEventListener("DOMContentLoaded", addCopyButtonCallbacks); +} else { + addCopyButtonCallbacks(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'headroom', 'headroom-jquery'], function($, Headroom) { + +// Manages the top navigation bar (hides it when the user starts scrolling down on the +// mobile). +window.Headroom = Headroom; // work around buggy module loading? +$(document).ready(function () { + $("#documenter .docs-navbar").headroom({ + tolerance: { up: 10, down: 10 }, + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +$(document).ready(function () { + let meta = $("div[data-docstringscollapsed]").data(); + + if (meta?.docstringscollapsed) { + $("#documenter-article-toggle-button").trigger({ + type: "click", + noToggleAnimation: true, + }); + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +/* +To get an in-depth about the thought process you can refer: https://hetarth02.hashnode.dev/series/gsoc + +PSEUDOCODE: + +Searching happens automatically as the user types or adjusts the selected filters. +To preserve responsiveness, as much as possible of the slow parts of the search are done +in a web worker. Searching and result generation are done in the worker, and filtering and +DOM updates are done in the main thread. The filters are in the main thread as they should +be very quick to apply. This lets filters be changed without re-searching with minisearch +(which is possible even if filtering is on the worker thread) and also lets filters be +changed _while_ the worker is searching and without message passing (neither of which are +possible if filtering is on the worker thread) + +SEARCH WORKER: + +Import minisearch + +Build index + +On message from main thread + run search + find the first 200 unique results from each category, and compute their divs for display + note that this is necessary and sufficient information for the main thread to find the + first 200 unique results from any given filter set + post results to main thread + +MAIN: + +Launch worker + +Declare nonconstant globals (worker_is_running, last_search_text, unfiltered_results) + +On text update + if worker is not running, launch_search() + +launch_search + set worker_is_running to true, set last_search_text to the search text + post the search query to worker + +on message from worker + if last_search_text is not the same as the text in the search field, + the latest search result is not reflective of the latest search query, so update again + launch_search() + otherwise + set worker_is_running to false + + regardless, display the new search results to the user + save the unfiltered_results as a global + update_search() + +on filter click + adjust the filter selection + update_search() + +update_search + apply search filters by looping through the unfiltered_results and finding the first 200 + unique results that match the filters + + Update the DOM +*/ + +/////// SEARCH WORKER /////// + +function worker_function(documenterSearchIndex, documenterBaseURL, filters) { + importScripts( + "https://cdn.jsdelivr.net/npm/minisearch@6.1.0/dist/umd/index.min.js" + ); + + let data = documenterSearchIndex.map((x, key) => { + x["id"] = key; // minisearch requires a unique for each object + return x; + }); + + // list below is the lunr 2.1.3 list minus the intersect with names(Base) + // (all, any, get, in, is, only, which) and (do, else, for, let, where, while, with) + // ideally we'd just filter the original list but it's not available as a variable + const stopWords = new Set([ + "a", + "able", + "about", + "across", + "after", + "almost", + "also", + "am", + "among", + "an", + "and", + "are", + "as", + "at", + "be", + "because", + "been", + "but", + "by", + "can", + "cannot", + "could", + "dear", + "did", + "does", + "either", + "ever", + "every", + "from", + "got", + "had", + "has", + "have", + "he", + "her", + "hers", + "him", + "his", + "how", + "however", + "i", + "if", + "into", + "it", + "its", + "just", + "least", + "like", + "likely", + "may", + "me", + "might", + "most", + "must", + "my", + "neither", + "no", + "nor", + "not", + "of", + "off", + "often", + "on", + "or", + "other", + "our", + "own", + "rather", + "said", + "say", + "says", + "she", + "should", + "since", + "so", + "some", + "than", + "that", + "the", + "their", + "them", + "then", + "there", + "these", + "they", + "this", + "tis", + "to", + "too", + "twas", + "us", + "wants", + "was", + "we", + "were", + "what", + "when", + "who", + "whom", + "why", + "will", + "would", + "yet", + "you", + "your", + ]); + + let index = new MiniSearch({ + fields: ["title", "text"], // fields to index for full-text search + storeFields: ["location", "title", "text", "category", "page"], // fields to return with results + processTerm: (term) => { + let word = stopWords.has(term) ? null : term; + if (word) { + // custom trimmer that doesn't strip @ and !, which are used in julia macro and function names + word = word + .replace(/^[^a-zA-Z0-9@!]+/, "") + .replace(/[^a-zA-Z0-9@!]+$/, ""); + + word = word.toLowerCase(); + } + + return word ?? null; + }, + // add . as a separator, because otherwise "title": "Documenter.Anchors.add!", would not + // find anything if searching for "add!", only for the entire qualification + tokenize: (string) => string.split(/[\s\-\.]+/), + // options which will be applied during the search + searchOptions: { + prefix: true, + boost: { title: 100 }, + fuzzy: 2, + }, + }); + + index.addAll(data); + + /** + * Used to map characters to HTML entities. + * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts + */ + const htmlEscapes = { + "&": "&", + "<": "<", + ">": ">", + '"': """, + "'": "'", + }; + + /** + * Used to match HTML entities and HTML characters. + * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts + */ + const reUnescapedHtml = /[&<>"']/g; + const reHasUnescapedHtml = RegExp(reUnescapedHtml.source); + + /** + * Escape function from lodash + * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts + */ + function escape(string) { + return string && reHasUnescapedHtml.test(string) + ? string.replace(reUnescapedHtml, (chr) => htmlEscapes[chr]) + : string || ""; + } + + /** + * RegX escape function from MDN + * Refer: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions#escaping + */ + function escapeRegExp(string) { + return string.replace(/[.*+?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string + } + + /** + * Make the result component given a minisearch result data object and the value + * of the search input as queryString. To view the result object structure, refer: + * https://lucaong.github.io/minisearch/modules/_minisearch_.html#searchresult + * + * @param {object} result + * @param {string} querystring + * @returns string + */ + function make_search_result(result, querystring) { + let search_divider = `
`; + let display_link = + result.location.slice(Math.max(0), Math.min(50, result.location.length)) + + (result.location.length > 30 ? "..." : ""); // To cut-off the link because it messes with the overflow of the whole div + + if (result.page !== "") { + display_link += ` (${result.page})`; + } + searchstring = escapeRegExp(querystring); + let textindex = new RegExp(`${searchstring}`, "i").exec(result.text); + let text = + textindex !== null + ? result.text.slice( + Math.max(textindex.index - 100, 0), + Math.min( + textindex.index + querystring.length + 100, + result.text.length + ) + ) + : ""; // cut-off text before and after from the match + + text = text.length ? escape(text) : ""; + + let display_result = text.length + ? "..." + + text.replace( + new RegExp(`${escape(searchstring)}`, "i"), // For first occurrence + '$&' + ) + + "..." + : ""; // highlights the match + + let in_code = false; + if (!["page", "section"].includes(result.category.toLowerCase())) { + in_code = true; + } + + // We encode the full url to escape some special characters which can lead to broken links + let result_div = ` + +
+
${escape(result.title)}
+
${result.category}
+
+

+ ${display_result} +

+
+ ${display_link} +
+ + ${search_divider} + `; + + return result_div; + } + + self.onmessage = function (e) { + let query = e.data; + let results = index.search(query, { + filter: (result) => { + // Only return relevant results + return result.score >= 1; + }, + combineWith: "AND", + }); + + // Pre-filter to deduplicate and limit to 200 per category to the extent + // possible without knowing what the filters are. + let filtered_results = []; + let counts = {}; + for (let filter of filters) { + counts[filter] = 0; + } + let present = {}; + + for (let result of results) { + cat = result.category; + cnt = counts[cat]; + if (cnt < 200) { + id = cat + "---" + result.location; + if (present[id]) { + continue; + } + present[id] = true; + filtered_results.push({ + location: result.location, + category: cat, + div: make_search_result(result, query), + }); + } + } + + postMessage(filtered_results); + }; +} + +// `worker = Threads.@spawn worker_function(documenterSearchIndex)`, but in JavaScript! +const filters = [ + ...new Set(documenterSearchIndex["docs"].map((x) => x.category)), +]; +const worker_str = + "(" + + worker_function.toString() + + ")(" + + JSON.stringify(documenterSearchIndex["docs"]) + + "," + + JSON.stringify(documenterBaseURL) + + "," + + JSON.stringify(filters) + + ")"; +const worker_blob = new Blob([worker_str], { type: "text/javascript" }); +const worker = new Worker(URL.createObjectURL(worker_blob)); + +/////// SEARCH MAIN /////// + +// Whether the worker is currently handling a search. This is a boolean +// as the worker only ever handles 1 or 0 searches at a time. +var worker_is_running = false; + +// The last search text that was sent to the worker. This is used to determine +// if the worker should be launched again when it reports back results. +var last_search_text = ""; + +// The results of the last search. This, in combination with the state of the filters +// in the DOM, is used compute the results to display on calls to update_search. +var unfiltered_results = []; + +// Which filter is currently selected +var selected_filter = ""; + +$(document).on("input", ".documenter-search-input", function (event) { + if (!worker_is_running) { + launch_search(); + } +}); + +function launch_search() { + worker_is_running = true; + last_search_text = $(".documenter-search-input").val(); + worker.postMessage(last_search_text); +} + +worker.onmessage = function (e) { + if (last_search_text !== $(".documenter-search-input").val()) { + launch_search(); + } else { + worker_is_running = false; + } + + unfiltered_results = e.data; + update_search(); +}; + +$(document).on("click", ".search-filter", function () { + if ($(this).hasClass("search-filter-selected")) { + selected_filter = ""; + } else { + selected_filter = $(this).text().toLowerCase(); + } + + // This updates search results and toggles classes for UI: + update_search(); +}); + +/** + * Make/Update the search component + */ +function update_search() { + let querystring = $(".documenter-search-input").val(); + + if (querystring.trim()) { + if (selected_filter == "") { + results = unfiltered_results; + } else { + results = unfiltered_results.filter((result) => { + return selected_filter == result.category.toLowerCase(); + }); + } + + let search_result_container = ``; + let modal_filters = make_modal_body_filters(); + let search_divider = `
`; + + if (results.length) { + let links = []; + let count = 0; + let search_results = ""; + + for (var i = 0, n = results.length; i < n && count < 200; ++i) { + let result = results[i]; + if (result.location && !links.includes(result.location)) { + search_results += result.div; + count++; + links.push(result.location); + } + } + + if (count == 1) { + count_str = "1 result"; + } else if (count == 200) { + count_str = "200+ results"; + } else { + count_str = count + " results"; + } + let result_count = `
${count_str}
`; + + search_result_container = ` +
+ ${modal_filters} + ${search_divider} + ${result_count} +
+ ${search_results} +
+
+ `; + } else { + search_result_container = ` +
+ ${modal_filters} + ${search_divider} +
0 result(s)
+
+
No result found!
+ `; + } + + if ($(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").removeClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(search_result_container); + } else { + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(` +
Type something to get started!
+ `); + } +} + +/** + * Make the modal filter html + * + * @returns string + */ +function make_modal_body_filters() { + let str = filters + .map((val) => { + if (selected_filter == val.toLowerCase()) { + return `${val}`; + } else { + return `${val}`; + } + }) + .join(""); + + return ` +
+ Filters: + ${str} +
`; +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Modal settings dialog +$(document).ready(function () { + var settings = $("#documenter-settings"); + $("#documenter-settings-button").click(function () { + settings.toggleClass("is-active"); + }); + // Close the dialog if X is clicked + $("#documenter-settings button.delete").click(function () { + settings.removeClass("is-active"); + }); + // Close dialog if ESC is pressed + $(document).keyup(function (e) { + if (e.keyCode == 27) settings.removeClass("is-active"); + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +$(document).ready(function () { + let search_modal_header = ` +
+
+

+ + + + +

+
+
+ +
+
+ `; + + let initial_search_body = ` +
Type something to get started!
+ `; + + let search_modal_footer = ` +
+ + Ctrl + + / to search + + esc to close +
+ `; + + $(document.body).append( + ` + + ` + ); + + document.querySelector(".docs-search-query").addEventListener("click", () => { + openModal(); + }); + + document + .querySelector(".close-search-modal") + .addEventListener("click", () => { + closeModal(); + }); + + $(document).on("click", ".search-result-link", function () { + closeModal(); + }); + + document.addEventListener("keydown", (event) => { + if ((event.ctrlKey || event.metaKey) && event.key === "/") { + openModal(); + } else if (event.key === "Escape") { + closeModal(); + } + + return false; + }); + + // Functions to open and close a modal + function openModal() { + let searchModal = document.querySelector("#search-modal"); + + searchModal.classList.add("is-active"); + document.querySelector(".documenter-search-input").focus(); + } + + function closeModal() { + let searchModal = document.querySelector("#search-modal"); + let initial_search_body = ` +
Type something to get started!
+ `; + + searchModal.classList.remove("is-active"); + document.querySelector(".documenter-search-input").blur(); + + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".documenter-search-input").val(""); + $(".search-modal-card-body").html(initial_search_body); + } + + document + .querySelector("#search-modal .modal-background") + .addEventListener("click", () => { + closeModal(); + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Manages the showing and hiding of the sidebar. +$(document).ready(function () { + var sidebar = $("#documenter > .docs-sidebar"); + var sidebar_button = $("#documenter-sidebar-button"); + sidebar_button.click(function (ev) { + ev.preventDefault(); + sidebar.toggleClass("visible"); + if (sidebar.hasClass("visible")) { + // Makes sure that the current menu item is visible in the sidebar. + $("#documenter .docs-menu a.is-active").focus(); + } + }); + $("#documenter > .docs-main").bind("click", function (ev) { + if ($(ev.target).is(sidebar_button)) { + return; + } + if (sidebar.hasClass("visible")) { + sidebar.removeClass("visible"); + } + }); +}); + +// Resizes the package name / sitename in the sidebar if it is too wide. +// Inspired by: https://github.com/davatron5000/FitText.js +$(document).ready(function () { + e = $("#documenter .docs-autofit"); + function resize() { + var L = parseInt(e.css("max-width"), 10); + var L0 = e.width(); + if (L0 > L) { + var h0 = parseInt(e.css("font-size"), 10); + e.css("font-size", (L * h0) / L0); + // TODO: make sure it survives resizes? + } + } + // call once and then register events + resize(); + $(window).resize(resize); + $(window).on("orientationchange", resize); +}); + +// Scroll the navigation bar to the currently selected menu item +$(document).ready(function () { + var sidebar = $("#documenter .docs-menu").get(0); + var active = $("#documenter .docs-menu .is-active").get(0); + if (typeof active !== "undefined") { + sidebar.scrollTop = active.offsetTop - sidebar.offsetTop - 15; + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Theme picker setup +$(document).ready(function () { + // onchange callback + $("#documenter-themepicker").change(function themepick_callback(ev) { + var themename = $("#documenter-themepicker option:selected").attr("value"); + if (themename === "auto") { + // set_theme(window.matchMedia('(prefers-color-scheme: dark)').matches ? 'dark' : 'light'); + window.localStorage.removeItem("documenter-theme"); + } else { + // set_theme(themename); + window.localStorage.setItem("documenter-theme", themename); + } + // We re-use the global function from themeswap.js to actually do the swapping. + set_theme_from_local_storage(); + }); + + // Make sure that the themepicker displays the correct theme when the theme is retrieved + // from localStorage + if (typeof window.localStorage !== "undefined") { + var theme = window.localStorage.getItem("documenter-theme"); + if (theme !== null) { + $("#documenter-themepicker option").each(function (i, e) { + e.selected = e.value === theme; + }); + } + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// update the version selector with info from the siteinfo.js and ../versions.js files +$(document).ready(function () { + // If the version selector is disabled with DOCUMENTER_VERSION_SELECTOR_DISABLED in the + // siteinfo.js file, we just return immediately and not display the version selector. + if ( + typeof DOCUMENTER_VERSION_SELECTOR_DISABLED === "boolean" && + DOCUMENTER_VERSION_SELECTOR_DISABLED + ) { + return; + } + + var version_selector = $("#documenter .docs-version-selector"); + var version_selector_select = $("#documenter .docs-version-selector select"); + + version_selector_select.change(function (x) { + target_href = version_selector_select + .children("option:selected") + .get(0).value; + window.location.href = target_href; + }); + + // add the current version to the selector based on siteinfo.js, but only if the selector is empty + if ( + typeof DOCUMENTER_CURRENT_VERSION !== "undefined" && + $("#version-selector > option").length == 0 + ) { + var option = $( + "" + ); + version_selector_select.append(option); + } + + if (typeof DOC_VERSIONS !== "undefined") { + var existing_versions = version_selector_select.children("option"); + var existing_versions_texts = existing_versions.map(function (i, x) { + return x.text; + }); + DOC_VERSIONS.forEach(function (each) { + var version_url = documenterBaseURL + "/../" + each + "/"; + var existing_id = $.inArray(each, existing_versions_texts); + // if not already in the version selector, add it as a new option, + // otherwise update the old option with the URL and enable it + if (existing_id == -1) { + var option = $( + "" + ); + version_selector_select.append(option); + } else { + var option = existing_versions[existing_id]; + option.value = version_url; + option.disabled = false; + } + }); + } + + // only show the version selector if the selector has been populated + if (version_selector_select.children("option").length > 0) { + version_selector.toggleClass("visible"); + } +}); + +}) diff --git a/previews/PR51/assets/favicon.ico b/previews/PR51/assets/favicon.ico new file mode 100644 index 00000000..b31d1f38 Binary files /dev/null and b/previews/PR51/assets/favicon.ico differ diff --git 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.button.is-black.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-black.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-black.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-frappe .button.is-black.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-black.is-outlined{background-color:transparent;border-color:#0a0a0a;box-shadow:none;color:#0a0a0a}html.theme--catppuccin-frappe .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-frappe .button.is-black.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-black.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-black.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-black.is-inverted.is-outlined.is-focused{background-color:#fff;color:#0a0a0a}html.theme--catppuccin-frappe .button.is-black.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-black.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-black.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-black.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--catppuccin-frappe .button.is-black.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-frappe .button.is-light{background-color:#f5f5f5;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-light:hover,html.theme--catppuccin-frappe .button.is-light.is-hovered{background-color:#eee;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-light:focus,html.theme--catppuccin-frappe .button.is-light.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-light:focus:not(:active),html.theme--catppuccin-frappe .button.is-light.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(245,245,245,0.25)}html.theme--catppuccin-frappe .button.is-light:active,html.theme--catppuccin-frappe .button.is-light.is-active{background-color:#e8e8e8;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-light[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-light{background-color:#f5f5f5;border-color:#f5f5f5;box-shadow:none}html.theme--catppuccin-frappe .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);color:#f5f5f5}html.theme--catppuccin-frappe 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.button.is-light.is-outlined.is-focused{background-color:#f5f5f5;border-color:#f5f5f5;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-light.is-outlined.is-loading::after{border-color:transparent transparent #f5f5f5 #f5f5f5 !important}html.theme--catppuccin-frappe .button.is-light.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-light.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-light.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-light.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-frappe .button.is-light.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-light.is-outlined{background-color:transparent;border-color:#f5f5f5;box-shadow:none;color:#f5f5f5}html.theme--catppuccin-frappe .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-light.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-light.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-light.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-light.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#f5f5f5}html.theme--catppuccin-frappe .button.is-light.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-light.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-light.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-light.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #f5f5f5 #f5f5f5 !important}html.theme--catppuccin-frappe 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!important}html.theme--catppuccin-frappe .button.is-dark.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .content kbd.button.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-dark.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .content kbd.button.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-dark.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .content kbd.button.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-dark.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-frappe .content kbd.button.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-frappe .button.is-dark.is-outlined[disabled],html.theme--catppuccin-frappe .content kbd.button.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-dark.is-outlined,fieldset[disabled] html.theme--catppuccin-frappe .content kbd.button.is-outlined{background-color:transparent;border-color:#414559;box-shadow:none;color:#414559}html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-focused{background-color:#fff;color:#414559}html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #414559 #414559 !important}html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined[disabled],html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined,fieldset[disabled] html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-frappe .button.is-primary,html.theme--catppuccin-frappe .docstring>section>a.button.docs-sourcelink{background-color:#8caaee;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-primary:hover,html.theme--catppuccin-frappe .docstring>section>a.button.docs-sourcelink:hover,html.theme--catppuccin-frappe .button.is-primary.is-hovered,html.theme--catppuccin-frappe .docstring>section>a.button.is-hovered.docs-sourcelink{background-color:#81a2ec;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-primary:focus,html.theme--catppuccin-frappe 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.button.is-success.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-success.is-outlined:focus,html.theme--catppuccin-frappe .button.is-success.is-outlined.is-focused{background-color:#a6d189;border-color:#a6d189;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-success.is-outlined.is-loading::after{border-color:transparent transparent #a6d189 #a6d189 !important}html.theme--catppuccin-frappe .button.is-success.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-success.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-success.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-success.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-frappe .button.is-success.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-success.is-outlined{background-color:transparent;border-color:#a6d189;box-shadow:none;color:#a6d189}html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#a6d189}html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #a6d189 #a6d189 !important}html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-success.is-light{background-color:#f4f9f0;color:#446a29}html.theme--catppuccin-frappe .button.is-success.is-light:hover,html.theme--catppuccin-frappe .button.is-success.is-light.is-hovered{background-color:#edf6e7;border-color:transparent;color:#446a29}html.theme--catppuccin-frappe .button.is-success.is-light:active,html.theme--catppuccin-frappe .button.is-success.is-light.is-active{background-color:#e6f2de;border-color:transparent;color:#446a29}html.theme--catppuccin-frappe .button.is-warning{background-color:#e5c890;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning:hover,html.theme--catppuccin-frappe .button.is-warning.is-hovered{background-color:#e3c386;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning:focus,html.theme--catppuccin-frappe .button.is-warning.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning:focus:not(:active),html.theme--catppuccin-frappe .button.is-warning.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(229,200,144,0.25)}html.theme--catppuccin-frappe .button.is-warning:active,html.theme--catppuccin-frappe .button.is-warning.is-active{background-color:#e0be7b;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-warning{background-color:#e5c890;border-color:#e5c890;box-shadow:none}html.theme--catppuccin-frappe .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);color:#e5c890}html.theme--catppuccin-frappe .button.is-warning.is-inverted:hover,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#e5c890}html.theme--catppuccin-frappe .button.is-warning.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-frappe .button.is-warning.is-outlined{background-color:transparent;border-color:#e5c890;color:#e5c890}html.theme--catppuccin-frappe .button.is-warning.is-outlined:hover,html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-warning.is-outlined:focus,html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-focused{background-color:#e5c890;border-color:#e5c890;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-loading::after{border-color:transparent transparent #e5c890 #e5c890 !important}html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-frappe .button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-warning.is-outlined{background-color:transparent;border-color:#e5c890;box-shadow:none;color:#e5c890}html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#e5c890}html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #e5c890 #e5c890 !important}html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning.is-light{background-color:#fbf7ee;color:#78591c}html.theme--catppuccin-frappe .button.is-warning.is-light:hover,html.theme--catppuccin-frappe .button.is-warning.is-light.is-hovered{background-color:#f9f2e4;border-color:transparent;color:#78591c}html.theme--catppuccin-frappe .button.is-warning.is-light:active,html.theme--catppuccin-frappe .button.is-warning.is-light.is-active{background-color:#f6edda;border-color:transparent;color:#78591c}html.theme--catppuccin-frappe .button.is-danger{background-color:#e78284;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-danger:hover,html.theme--catppuccin-frappe .button.is-danger.is-hovered{background-color:#e57779;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-danger:focus,html.theme--catppuccin-frappe .button.is-danger.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-danger:focus:not(:active),html.theme--catppuccin-frappe .button.is-danger.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(231,130,132,0.25)}html.theme--catppuccin-frappe .button.is-danger:active,html.theme--catppuccin-frappe .button.is-danger.is-active{background-color:#e36d6f;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-danger[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-danger{background-color:#e78284;border-color:#e78284;box-shadow:none}html.theme--catppuccin-frappe .button.is-danger.is-inverted{background-color:#fff;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-inverted:hover,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-frappe .button.is-danger.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-danger.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-frappe .button.is-danger.is-outlined{background-color:transparent;border-color:#e78284;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-outlined:hover,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-danger.is-outlined:focus,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-focused{background-color:#e78284;border-color:#e78284;color:#fff}html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #e78284 #e78284 !important}html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-frappe .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-danger.is-outlined{background-color:transparent;border-color:#e78284;box-shadow:none;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #e78284 #e78284 !important}html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-frappe .button.is-danger.is-light{background-color:#fceeee;color:#9a1e20}html.theme--catppuccin-frappe .button.is-danger.is-light:hover,html.theme--catppuccin-frappe .button.is-danger.is-light.is-hovered{background-color:#fae3e4;border-color:transparent;color:#9a1e20}html.theme--catppuccin-frappe .button.is-danger.is-light:active,html.theme--catppuccin-frappe .button.is-danger.is-light.is-active{background-color:#f8d8d9;border-color:transparent;color:#9a1e20}html.theme--catppuccin-frappe .button.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--catppuccin-frappe .button.is-small:not(.is-rounded),html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--catppuccin-frappe .button.is-normal{font-size:1rem}html.theme--catppuccin-frappe .button.is-medium{font-size:1.25rem}html.theme--catppuccin-frappe .button.is-large{font-size:1.5rem}html.theme--catppuccin-frappe .button[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button{background-color:#737994;border-color:#626880;box-shadow:none;opacity:.5}html.theme--catppuccin-frappe .button.is-fullwidth{display:flex;width:100%}html.theme--catppuccin-frappe .button.is-loading{color:transparent !important;pointer-events:none}html.theme--catppuccin-frappe .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--catppuccin-frappe .button.is-static{background-color:#292c3c;border-color:#626880;color:#838ba7;box-shadow:none;pointer-events:none}html.theme--catppuccin-frappe .button.is-rounded,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--catppuccin-frappe .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--catppuccin-frappe .buttons .button{margin-bottom:0.5rem}html.theme--catppuccin-frappe .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--catppuccin-frappe .buttons:last-child{margin-bottom:-0.5rem}html.theme--catppuccin-frappe .buttons:not(:last-child){margin-bottom:1rem}html.theme--catppuccin-frappe .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--catppuccin-frappe .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--catppuccin-frappe .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--catppuccin-frappe .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--catppuccin-frappe .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-frappe .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--catppuccin-frappe .buttons.has-addons .button:last-child{margin-right:0}html.theme--catppuccin-frappe .buttons.has-addons .button:hover,html.theme--catppuccin-frappe .buttons.has-addons .button.is-hovered{z-index:2}html.theme--catppuccin-frappe .buttons.has-addons .button:focus,html.theme--catppuccin-frappe .buttons.has-addons .button.is-focused,html.theme--catppuccin-frappe .buttons.has-addons .button:active,html.theme--catppuccin-frappe .buttons.has-addons .button.is-active,html.theme--catppuccin-frappe .buttons.has-addons .button.is-selected{z-index:3}html.theme--catppuccin-frappe .buttons.has-addons .button:focus:hover,html.theme--catppuccin-frappe .buttons.has-addons .button.is-focused:hover,html.theme--catppuccin-frappe .buttons.has-addons .button:active:hover,html.theme--catppuccin-frappe .buttons.has-addons .button.is-active:hover,html.theme--catppuccin-frappe .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--catppuccin-frappe .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-frappe .buttons.is-centered{justify-content:center}html.theme--catppuccin-frappe .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--catppuccin-frappe .buttons.is-right{justify-content:flex-end}html.theme--catppuccin-frappe .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--catppuccin-frappe .button.is-responsive.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--catppuccin-frappe .button.is-responsive,html.theme--catppuccin-frappe .button.is-responsive.is-normal{font-size:.65625rem}html.theme--catppuccin-frappe .button.is-responsive.is-medium{font-size:.75rem}html.theme--catppuccin-frappe .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--catppuccin-frappe .button.is-responsive.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--catppuccin-frappe .button.is-responsive,html.theme--catppuccin-frappe .button.is-responsive.is-normal{font-size:.75rem}html.theme--catppuccin-frappe .button.is-responsive.is-medium{font-size:1rem}html.theme--catppuccin-frappe .button.is-responsive.is-large{font-size:1.25rem}}html.theme--catppuccin-frappe .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--catppuccin-frappe .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--catppuccin-frappe .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--catppuccin-frappe .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--catppuccin-frappe .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--catppuccin-frappe .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--catppuccin-frappe .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--catppuccin-frappe .content li+li{margin-top:0.25em}html.theme--catppuccin-frappe .content p:not(:last-child),html.theme--catppuccin-frappe .content dl:not(:last-child),html.theme--catppuccin-frappe .content ol:not(:last-child),html.theme--catppuccin-frappe .content ul:not(:last-child),html.theme--catppuccin-frappe .content blockquote:not(:last-child),html.theme--catppuccin-frappe .content pre:not(:last-child),html.theme--catppuccin-frappe .content table:not(:last-child){margin-bottom:1em}html.theme--catppuccin-frappe .content h1,html.theme--catppuccin-frappe .content h2,html.theme--catppuccin-frappe .content h3,html.theme--catppuccin-frappe .content h4,html.theme--catppuccin-frappe .content h5,html.theme--catppuccin-frappe .content h6{color:#c6d0f5;font-weight:600;line-height:1.125}html.theme--catppuccin-frappe .content h1{font-size:2em;margin-bottom:0.5em}html.theme--catppuccin-frappe .content h1:not(:first-child){margin-top:1em}html.theme--catppuccin-frappe .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--catppuccin-frappe .content h2:not(:first-child){margin-top:1.1428em}html.theme--catppuccin-frappe .content 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.navbar-item.is-tab:hover{background-color:rgba(0,0,0,0);border-bottom-color:#8caaee}html.theme--catppuccin-frappe .navbar-item.is-tab.is-active{background-color:rgba(0,0,0,0);border-bottom-color:#8caaee;border-bottom-style:solid;border-bottom-width:3px;color:#8caaee;padding-bottom:calc(0.5rem - 3px)}html.theme--catppuccin-frappe .navbar-content{flex-grow:1;flex-shrink:1}html.theme--catppuccin-frappe .navbar-link:not(.is-arrowless){padding-right:2.5em}html.theme--catppuccin-frappe .navbar-link:not(.is-arrowless)::after{border-color:#fff;margin-top:-0.375em;right:1.125em}html.theme--catppuccin-frappe .navbar-dropdown{font-size:0.875rem;padding-bottom:0.5rem;padding-top:0.5rem}html.theme--catppuccin-frappe .navbar-dropdown .navbar-item{padding-left:1.5rem;padding-right:1.5rem}html.theme--catppuccin-frappe .navbar-divider{background-color:rgba(0,0,0,0.2);border:none;display:none;height:2px;margin:0.5rem 0}@media screen and (max-width: 1055px){html.theme--catppuccin-frappe 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a.navbar-item:hover{background-color:rgba(0,0,0,0);color:#838ba7}html.theme--catppuccin-frappe .navbar-dropdown a.navbar-item.is-active{background-color:rgba(0,0,0,0);color:#8caaee}.navbar.is-spaced html.theme--catppuccin-frappe .navbar-dropdown,html.theme--catppuccin-frappe .navbar-dropdown.is-boxed{border-radius:8px;border-top:none;box-shadow:0 8px 8px rgba(10,10,10,0.1), 0 0 0 1px rgba(10,10,10,0.1);display:block;opacity:0;pointer-events:none;top:calc(100% + (-4px));transform:translateY(-5px);transition-duration:86ms;transition-property:opacity, transform}html.theme--catppuccin-frappe .navbar-dropdown.is-right{left:auto;right:0}html.theme--catppuccin-frappe .navbar-divider{display:block}html.theme--catppuccin-frappe .navbar>.container .navbar-brand,html.theme--catppuccin-frappe .container>.navbar .navbar-brand{margin-left:-.75rem}html.theme--catppuccin-frappe .navbar>.container .navbar-menu,html.theme--catppuccin-frappe .container>.navbar .navbar-menu{margin-right:-.75rem}html.theme--catppuccin-frappe .navbar.is-fixed-bottom-desktop,html.theme--catppuccin-frappe .navbar.is-fixed-top-desktop{left:0;position:fixed;right:0;z-index:30}html.theme--catppuccin-frappe .navbar.is-fixed-bottom-desktop{bottom:0}html.theme--catppuccin-frappe .navbar.is-fixed-bottom-desktop.has-shadow{box-shadow:0 -2px 3px rgba(10,10,10,0.1)}html.theme--catppuccin-frappe .navbar.is-fixed-top-desktop{top:0}html.theme--catppuccin-frappe html.has-navbar-fixed-top-desktop,html.theme--catppuccin-frappe body.has-navbar-fixed-top-desktop{padding-top:4rem}html.theme--catppuccin-frappe html.has-navbar-fixed-bottom-desktop,html.theme--catppuccin-frappe body.has-navbar-fixed-bottom-desktop{padding-bottom:4rem}html.theme--catppuccin-frappe html.has-spaced-navbar-fixed-top,html.theme--catppuccin-frappe body.has-spaced-navbar-fixed-top{padding-top:6rem}html.theme--catppuccin-frappe html.has-spaced-navbar-fixed-bottom,html.theme--catppuccin-frappe body.has-spaced-navbar-fixed-bottom{padding-bottom:6rem}html.theme--catppuccin-frappe a.navbar-item.is-active,html.theme--catppuccin-frappe .navbar-link.is-active{color:#8caaee}html.theme--catppuccin-frappe a.navbar-item.is-active:not(:focus):not(:hover),html.theme--catppuccin-frappe .navbar-link.is-active:not(:focus):not(:hover){background-color:rgba(0,0,0,0)}html.theme--catppuccin-frappe .navbar-item.has-dropdown:focus .navbar-link,html.theme--catppuccin-frappe .navbar-item.has-dropdown:hover .navbar-link,html.theme--catppuccin-frappe .navbar-item.has-dropdown.is-active .navbar-link{background-color:rgba(0,0,0,0)}}html.theme--catppuccin-frappe .hero.is-fullheight-with-navbar{min-height:calc(100vh - 4rem)}html.theme--catppuccin-frappe .pagination{font-size:1rem;margin:-.25rem}html.theme--catppuccin-frappe .pagination.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.pagination{font-size:.75rem}html.theme--catppuccin-frappe .pagination.is-medium{font-size:1.25rem}html.theme--catppuccin-frappe .pagination.is-large{font-size:1.5rem}html.theme--catppuccin-frappe .pagination.is-rounded .pagination-previous,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.pagination .pagination-previous,html.theme--catppuccin-frappe .pagination.is-rounded .pagination-next,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.pagination .pagination-next{padding-left:1em;padding-right:1em;border-radius:9999px}html.theme--catppuccin-frappe .pagination.is-rounded .pagination-link,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.pagination .pagination-link{border-radius:9999px}html.theme--catppuccin-frappe .pagination,html.theme--catppuccin-frappe .pagination-list{align-items:center;display:flex;justify-content:center;text-align:center}html.theme--catppuccin-frappe .pagination-previous,html.theme--catppuccin-frappe .pagination-next,html.theme--catppuccin-frappe .pagination-link,html.theme--catppuccin-frappe .pagination-ellipsis{font-size:1em;justify-content:center;margin:.25rem;padding-left:.5em;padding-right:.5em;text-align:center}html.theme--catppuccin-frappe .pagination-previous,html.theme--catppuccin-frappe .pagination-next,html.theme--catppuccin-frappe .pagination-link{border-color:#626880;color:#8caaee;min-width:2.5em}html.theme--catppuccin-frappe .pagination-previous:hover,html.theme--catppuccin-frappe .pagination-next:hover,html.theme--catppuccin-frappe .pagination-link:hover{border-color:#737994;color:#99d1db}html.theme--catppuccin-frappe .pagination-previous:focus,html.theme--catppuccin-frappe .pagination-next:focus,html.theme--catppuccin-frappe .pagination-link:focus{border-color:#737994}html.theme--catppuccin-frappe .pagination-previous:active,html.theme--catppuccin-frappe .pagination-next:active,html.theme--catppuccin-frappe .pagination-link:active{box-shadow:inset 0 1px 2px 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.button.is-white.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-white.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-white.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--catppuccin-latte .button.is-white.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-white.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-white.is-inverted.is-outlined{background-color:transparent;border-color:#0a0a0a;color:#0a0a0a}html.theme--catppuccin-latte .button.is-white.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-white.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-white.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-white.is-inverted.is-outlined.is-focused{background-color:#0a0a0a;color:#fff}html.theme--catppuccin-latte .button.is-white.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-white.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-white.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-white.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-white.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-white.is-inverted.is-outlined{background-color:transparent;border-color:#0a0a0a;box-shadow:none;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black{background-color:#0a0a0a;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-black:hover,html.theme--catppuccin-latte .button.is-black.is-hovered{background-color:#040404;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-black:focus,html.theme--catppuccin-latte .button.is-black.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-black:focus:not(:active),html.theme--catppuccin-latte .button.is-black.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(10,10,10,0.25)}html.theme--catppuccin-latte .button.is-black:active,html.theme--catppuccin-latte .button.is-black.is-active{background-color:#000;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-black[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-black{background-color:#0a0a0a;border-color:#0a0a0a;box-shadow:none}html.theme--catppuccin-latte .button.is-black.is-inverted{background-color:#fff;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black.is-inverted:hover,html.theme--catppuccin-latte .button.is-black.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-latte .button.is-black.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-black.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-black.is-outlined{background-color:transparent;border-color:#0a0a0a;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black.is-outlined:hover,html.theme--catppuccin-latte .button.is-black.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-black.is-outlined:focus,html.theme--catppuccin-latte .button.is-black.is-outlined.is-focused{background-color:#0a0a0a;border-color:#0a0a0a;color:#fff}html.theme--catppuccin-latte .button.is-black.is-outlined.is-loading::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--catppuccin-latte .button.is-black.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-black.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-black.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-black.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-black.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-black.is-outlined{background-color:transparent;border-color:#0a0a0a;box-shadow:none;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-focused{background-color:#fff;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-light{background-color:#f5f5f5;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light:hover,html.theme--catppuccin-latte .button.is-light.is-hovered{background-color:#eee;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light:focus,html.theme--catppuccin-latte .button.is-light.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light:focus:not(:active),html.theme--catppuccin-latte .button.is-light.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(245,245,245,0.25)}html.theme--catppuccin-latte .button.is-light:active,html.theme--catppuccin-latte .button.is-light.is-active{background-color:#e8e8e8;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-light{background-color:#f5f5f5;border-color:#f5f5f5;box-shadow:none}html.theme--catppuccin-latte .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);color:#f5f5f5}html.theme--catppuccin-latte .button.is-light.is-inverted:hover,html.theme--catppuccin-latte .button.is-light.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#f5f5f5}html.theme--catppuccin-latte .button.is-light.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-latte .button.is-light.is-outlined{background-color:transparent;border-color:#f5f5f5;color:#f5f5f5}html.theme--catppuccin-latte .button.is-light.is-outlined:hover,html.theme--catppuccin-latte .button.is-light.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-light.is-outlined:focus,html.theme--catppuccin-latte .button.is-light.is-outlined.is-focused{background-color:#f5f5f5;border-color:#f5f5f5;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light.is-outlined.is-loading::after{border-color:transparent transparent #f5f5f5 #f5f5f5 !important}html.theme--catppuccin-latte .button.is-light.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-light.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-light.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-light.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-latte .button.is-light.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-light.is-outlined{background-color:transparent;border-color:#f5f5f5;box-shadow:none;color:#f5f5f5}html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#f5f5f5}html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #f5f5f5 #f5f5f5 !important}html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark,html.theme--catppuccin-latte .content kbd.button{background-color:#ccd0da;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark:hover,html.theme--catppuccin-latte .content kbd.button:hover,html.theme--catppuccin-latte .button.is-dark.is-hovered,html.theme--catppuccin-latte .content kbd.button.is-hovered{background-color:#c5c9d5;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark:focus,html.theme--catppuccin-latte .content kbd.button:focus,html.theme--catppuccin-latte .button.is-dark.is-focused,html.theme--catppuccin-latte .content kbd.button.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark:focus:not(:active),html.theme--catppuccin-latte .content kbd.button:focus:not(:active),html.theme--catppuccin-latte .button.is-dark.is-focused:not(:active),html.theme--catppuccin-latte .content kbd.button.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(204,208,218,0.25)}html.theme--catppuccin-latte .button.is-dark:active,html.theme--catppuccin-latte .content kbd.button:active,html.theme--catppuccin-latte .button.is-dark.is-active,html.theme--catppuccin-latte .content kbd.button.is-active{background-color:#bdc2cf;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark[disabled],html.theme--catppuccin-latte .content kbd.button[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-dark,fieldset[disabled] html.theme--catppuccin-latte .content kbd.button{background-color:#ccd0da;border-color:#ccd0da;box-shadow:none}html.theme--catppuccin-latte .button.is-dark.is-inverted,html.theme--catppuccin-latte .content kbd.button.is-inverted{background-color:rgba(0,0,0,0.7);color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-inverted:hover,html.theme--catppuccin-latte .content kbd.button.is-inverted:hover,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-hovered,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark.is-inverted[disabled],html.theme--catppuccin-latte .content kbd.button.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-dark.is-inverted,fieldset[disabled] html.theme--catppuccin-latte .content kbd.button.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-loading::after,html.theme--catppuccin-latte .content kbd.button.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-latte .button.is-dark.is-outlined,html.theme--catppuccin-latte .content kbd.button.is-outlined{background-color:transparent;border-color:#ccd0da;color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-outlined:hover,html.theme--catppuccin-latte .content kbd.button.is-outlined:hover,html.theme--catppuccin-latte .button.is-dark.is-outlined.is-hovered,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-dark.is-outlined:focus,html.theme--catppuccin-latte .content kbd.button.is-outlined:focus,html.theme--catppuccin-latte .button.is-dark.is-outlined.is-focused,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-focused{background-color:#ccd0da;border-color:#ccd0da;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark.is-outlined.is-loading::after,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-loading::after{border-color:transparent transparent #ccd0da #ccd0da !important}html.theme--catppuccin-latte .button.is-dark.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-dark.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-dark.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-dark.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-latte .button.is-dark.is-outlined[disabled],html.theme--catppuccin-latte .content kbd.button.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-dark.is-outlined,fieldset[disabled] html.theme--catppuccin-latte .content kbd.button.is-outlined{background-color:transparent;border-color:#ccd0da;box-shadow:none;color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #ccd0da #ccd0da !important}html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined[disabled],html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined,fieldset[disabled] html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-primary,html.theme--catppuccin-latte .docstring>section>a.button.docs-sourcelink{background-color:#1e66f5;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-primary:hover,html.theme--catppuccin-latte .docstring>section>a.button.docs-sourcelink:hover,html.theme--catppuccin-latte .button.is-primary.is-hovered,html.theme--catppuccin-latte .docstring>section>a.button.is-hovered.docs-sourcelink{background-color:#125ef4;border-color:transparent;color:#fff}html.theme--catppuccin-latte 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.docstring>section>a.button.is-active.docs-sourcelink{background-color:#0b57ef;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-primary[disabled],html.theme--catppuccin-latte .docstring>section>a.button.docs-sourcelink[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-primary,fieldset[disabled] html.theme--catppuccin-latte .docstring>section>a.button.docs-sourcelink{background-color:#1e66f5;border-color:#1e66f5;box-shadow:none}html.theme--catppuccin-latte .button.is-primary.is-inverted,html.theme--catppuccin-latte .docstring>section>a.button.is-inverted.docs-sourcelink{background-color:#fff;color:#1e66f5}html.theme--catppuccin-latte .button.is-primary.is-inverted:hover,html.theme--catppuccin-latte .docstring>section>a.button.is-inverted.docs-sourcelink:hover,html.theme--catppuccin-latte .button.is-primary.is-inverted.is-hovered,html.theme--catppuccin-latte 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.button.is-success.is-outlined.is-loading::after{border-color:transparent transparent #40a02b #40a02b !important}html.theme--catppuccin-latte .button.is-success.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-success.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-success.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-success.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-success.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-success.is-outlined{background-color:transparent;border-color:#40a02b;box-shadow:none;color:#40a02b}html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-focused{background-color:#fff;color:#40a02b}html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #40a02b #40a02b !important}html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-success.is-light{background-color:#f1fbef;color:#40a12b}html.theme--catppuccin-latte .button.is-success.is-light:hover,html.theme--catppuccin-latte .button.is-success.is-light.is-hovered{background-color:#e8f8e5;border-color:transparent;color:#40a12b}html.theme--catppuccin-latte .button.is-success.is-light:active,html.theme--catppuccin-latte .button.is-success.is-light.is-active{background-color:#e0f5db;border-color:transparent;color:#40a12b}html.theme--catppuccin-latte .button.is-warning{background-color:#df8e1d;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-warning:hover,html.theme--catppuccin-latte .button.is-warning.is-hovered{background-color:#d4871c;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-warning:focus,html.theme--catppuccin-latte .button.is-warning.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-warning:focus:not(:active),html.theme--catppuccin-latte .button.is-warning.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(223,142,29,0.25)}html.theme--catppuccin-latte .button.is-warning:active,html.theme--catppuccin-latte .button.is-warning.is-active{background-color:#c8801a;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-warning[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-warning{background-color:#df8e1d;border-color:#df8e1d;box-shadow:none}html.theme--catppuccin-latte .button.is-warning.is-inverted{background-color:#fff;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-inverted:hover,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-latte .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-warning.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-warning.is-outlined{background-color:transparent;border-color:#df8e1d;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-outlined:hover,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-warning.is-outlined:focus,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-focused{background-color:#df8e1d;border-color:#df8e1d;color:#fff}html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading::after{border-color:transparent transparent #df8e1d #df8e1d !important}html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-warning.is-outlined{background-color:transparent;border-color:#df8e1d;box-shadow:none;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-focused{background-color:#fff;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #df8e1d #df8e1d !important}html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-warning.is-light{background-color:#fdf6ed;color:#9e6515}html.theme--catppuccin-latte .button.is-warning.is-light:hover,html.theme--catppuccin-latte .button.is-warning.is-light.is-hovered{background-color:#fbf1e2;border-color:transparent;color:#9e6515}html.theme--catppuccin-latte .button.is-warning.is-light:active,html.theme--catppuccin-latte .button.is-warning.is-light.is-active{background-color:#faebd6;border-color:transparent;color:#9e6515}html.theme--catppuccin-latte .button.is-danger{background-color:#d20f39;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-danger:hover,html.theme--catppuccin-latte .button.is-danger.is-hovered{background-color:#c60e36;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-danger:focus,html.theme--catppuccin-latte .button.is-danger.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-danger:focus:not(:active),html.theme--catppuccin-latte .button.is-danger.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(210,15,57,0.25)}html.theme--catppuccin-latte .button.is-danger:active,html.theme--catppuccin-latte .button.is-danger.is-active{background-color:#ba0d33;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-danger[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-danger{background-color:#d20f39;border-color:#d20f39;box-shadow:none}html.theme--catppuccin-latte .button.is-danger.is-inverted{background-color:#fff;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-inverted:hover,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-latte .button.is-danger.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-danger.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-danger.is-outlined{background-color:transparent;border-color:#d20f39;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-outlined:hover,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-danger.is-outlined:focus,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-focused{background-color:#d20f39;border-color:#d20f39;color:#fff}html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #d20f39 #d20f39 !important}html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-danger.is-outlined{background-color:transparent;border-color:#d20f39;box-shadow:none;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #d20f39 #d20f39 !important}html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-danger.is-light{background-color:#feecf0;color:#e9113f}html.theme--catppuccin-latte .button.is-danger.is-light:hover,html.theme--catppuccin-latte .button.is-danger.is-light.is-hovered{background-color:#fde0e6;border-color:transparent;color:#e9113f}html.theme--catppuccin-latte .button.is-danger.is-light:active,html.theme--catppuccin-latte .button.is-danger.is-light.is-active{background-color:#fcd4dd;border-color:transparent;color:#e9113f}html.theme--catppuccin-latte .button.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--catppuccin-latte .button.is-small:not(.is-rounded),html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--catppuccin-latte .button.is-normal{font-size:1rem}html.theme--catppuccin-latte .button.is-medium{font-size:1.25rem}html.theme--catppuccin-latte .button.is-large{font-size:1.5rem}html.theme--catppuccin-latte .button[disabled],fieldset[disabled] html.theme--catppuccin-latte .button{background-color:#9ca0b0;border-color:#acb0be;box-shadow:none;opacity:.5}html.theme--catppuccin-latte .button.is-fullwidth{display:flex;width:100%}html.theme--catppuccin-latte .button.is-loading{color:transparent !important;pointer-events:none}html.theme--catppuccin-latte .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--catppuccin-latte .button.is-static{background-color:#e6e9ef;border-color:#acb0be;color:#8c8fa1;box-shadow:none;pointer-events:none}html.theme--catppuccin-latte .button.is-rounded,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--catppuccin-latte .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--catppuccin-latte .buttons .button{margin-bottom:0.5rem}html.theme--catppuccin-latte .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--catppuccin-latte .buttons:last-child{margin-bottom:-0.5rem}html.theme--catppuccin-latte .buttons:not(:last-child){margin-bottom:1rem}html.theme--catppuccin-latte .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--catppuccin-latte .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--catppuccin-latte .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--catppuccin-latte .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--catppuccin-latte .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-latte .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--catppuccin-latte .buttons.has-addons .button:last-child{margin-right:0}html.theme--catppuccin-latte .buttons.has-addons .button:hover,html.theme--catppuccin-latte .buttons.has-addons .button.is-hovered{z-index:2}html.theme--catppuccin-latte .buttons.has-addons .button:focus,html.theme--catppuccin-latte .buttons.has-addons .button.is-focused,html.theme--catppuccin-latte .buttons.has-addons .button:active,html.theme--catppuccin-latte .buttons.has-addons .button.is-active,html.theme--catppuccin-latte .buttons.has-addons .button.is-selected{z-index:3}html.theme--catppuccin-latte .buttons.has-addons .button:focus:hover,html.theme--catppuccin-latte .buttons.has-addons .button.is-focused:hover,html.theme--catppuccin-latte .buttons.has-addons .button:active:hover,html.theme--catppuccin-latte .buttons.has-addons .button.is-active:hover,html.theme--catppuccin-latte .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--catppuccin-latte .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-latte .buttons.is-centered{justify-content:center}html.theme--catppuccin-latte .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--catppuccin-latte .buttons.is-right{justify-content:flex-end}html.theme--catppuccin-latte .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--catppuccin-latte .button.is-responsive.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--catppuccin-latte .button.is-responsive,html.theme--catppuccin-latte .button.is-responsive.is-normal{font-size:.65625rem}html.theme--catppuccin-latte .button.is-responsive.is-medium{font-size:.75rem}html.theme--catppuccin-latte .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--catppuccin-latte .button.is-responsive.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--catppuccin-latte .button.is-responsive,html.theme--catppuccin-latte .button.is-responsive.is-normal{font-size:.75rem}html.theme--catppuccin-latte .button.is-responsive.is-medium{font-size:1rem}html.theme--catppuccin-latte .button.is-responsive.is-large{font-size:1.25rem}}html.theme--catppuccin-latte .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--catppuccin-latte .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--catppuccin-latte .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--catppuccin-latte .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--catppuccin-latte .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--catppuccin-latte .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--catppuccin-latte .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--catppuccin-latte .content li+li{margin-top:0.25em}html.theme--catppuccin-latte .content p:not(:last-child),html.theme--catppuccin-latte .content dl:not(:last-child),html.theme--catppuccin-latte .content ol:not(:last-child),html.theme--catppuccin-latte .content ul:not(:last-child),html.theme--catppuccin-latte .content blockquote:not(:last-child),html.theme--catppuccin-latte .content pre:not(:last-child),html.theme--catppuccin-latte .content table:not(:last-child){margin-bottom:1em}html.theme--catppuccin-latte .content h1,html.theme--catppuccin-latte .content h2,html.theme--catppuccin-latte .content h3,html.theme--catppuccin-latte .content h4,html.theme--catppuccin-latte .content h5,html.theme--catppuccin-latte .content h6{color:#4c4f69;font-weight:600;line-height:1.125}html.theme--catppuccin-latte .content h1{font-size:2em;margin-bottom:0.5em}html.theme--catppuccin-latte .content h1:not(:first-child){margin-top:1em}html.theme--catppuccin-latte .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--catppuccin-latte .content h2:not(:first-child){margin-top:1.1428em}html.theme--catppuccin-latte .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--catppuccin-latte .content h3:not(:first-child){margin-top:1.3333em}html.theme--catppuccin-latte .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--catppuccin-latte .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--catppuccin-latte .content h6{font-size:1em;margin-bottom:1em}html.theme--catppuccin-latte .content blockquote{background-color:#e6e9ef;border-left:5px solid #acb0be;padding:1.25em 1.5em}html.theme--catppuccin-latte .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-latte .content ol:not([type]){list-style-type:decimal}html.theme--catppuccin-latte .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--catppuccin-latte .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--catppuccin-latte .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--catppuccin-latte .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--catppuccin-latte .content 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.file.is-success.is-hovered .file-cta{background-color:#3c9628;border-color:transparent;color:#fff}html.theme--catppuccin-latte .file.is-success:focus .file-cta,html.theme--catppuccin-latte .file.is-success.is-focused .file-cta{border-color:transparent;box-shadow:0 0 0.5em rgba(64,160,43,0.25);color:#fff}html.theme--catppuccin-latte .file.is-success:active .file-cta,html.theme--catppuccin-latte .file.is-success.is-active .file-cta{background-color:#388c26;border-color:transparent;color:#fff}html.theme--catppuccin-latte .file.is-warning .file-cta{background-color:#df8e1d;border-color:transparent;color:#fff}html.theme--catppuccin-latte .file.is-warning:hover .file-cta,html.theme--catppuccin-latte .file.is-warning.is-hovered .file-cta{background-color:#d4871c;border-color:transparent;color:#fff}html.theme--catppuccin-latte .file.is-warning:focus .file-cta,html.theme--catppuccin-latte .file.is-warning.is-focused .file-cta{border-color:transparent;box-shadow:0 0 0.5em rgba(223,142,29,0.25);color:#fff}html.theme--catppuccin-latte .file.is-warning:active .file-cta,html.theme--catppuccin-latte .file.is-warning.is-active .file-cta{background-color:#c8801a;border-color:transparent;color:#fff}html.theme--catppuccin-latte .file.is-danger .file-cta{background-color:#d20f39;border-color:transparent;color:#fff}html.theme--catppuccin-latte .file.is-danger:hover .file-cta,html.theme--catppuccin-latte .file.is-danger.is-hovered .file-cta{background-color:#c60e36;border-color:transparent;color:#fff}html.theme--catppuccin-latte .file.is-danger:focus .file-cta,html.theme--catppuccin-latte .file.is-danger.is-focused .file-cta{border-color:transparent;box-shadow:0 0 0.5em rgba(210,15,57,0.25);color:#fff}html.theme--catppuccin-latte .file.is-danger:active .file-cta,html.theme--catppuccin-latte .file.is-danger.is-active .file-cta{background-color:#ba0d33;border-color:transparent;color:#fff}html.theme--catppuccin-latte .file.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.file{font-size:.75rem}html.theme--catppuccin-latte .file.is-normal{font-size:1rem}html.theme--catppuccin-latte .file.is-medium{font-size:1.25rem}html.theme--catppuccin-latte .file.is-medium .file-icon .fa{font-size:21px}html.theme--catppuccin-latte .file.is-large{font-size:1.5rem}html.theme--catppuccin-latte .file.is-large .file-icon .fa{font-size:28px}html.theme--catppuccin-latte .file.has-name .file-cta{border-bottom-right-radius:0;border-top-right-radius:0}html.theme--catppuccin-latte .file.has-name .file-name{border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-latte .file.has-name.is-empty .file-cta{border-radius:.4em}html.theme--catppuccin-latte .file.has-name.is-empty .file-name{display:none}html.theme--catppuccin-latte .file.is-boxed .file-label{flex-direction:column}html.theme--catppuccin-latte .file.is-boxed .file-cta{flex-direction:column;height:auto;padding:1em 3em}html.theme--catppuccin-latte .file.is-boxed .file-name{border-width:0 1px 1px}html.theme--catppuccin-latte .file.is-boxed .file-icon{height:1.5em;width:1.5em}html.theme--catppuccin-latte .file.is-boxed .file-icon .fa{font-size:21px}html.theme--catppuccin-latte .file.is-boxed.is-small .file-icon .fa,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.is-boxed .file-icon .fa{font-size:14px}html.theme--catppuccin-latte .file.is-boxed.is-medium .file-icon .fa{font-size:28px}html.theme--catppuccin-latte .file.is-boxed.is-large .file-icon .fa{font-size:35px}html.theme--catppuccin-latte .file.is-boxed.has-name .file-cta{border-radius:.4em .4em 0 0}html.theme--catppuccin-latte .file.is-boxed.has-name .file-name{border-radius:0 0 .4em .4em;border-width:0 1px 1px}html.theme--catppuccin-latte .file.is-centered{justify-content:center}html.theme--catppuccin-latte .file.is-fullwidth .file-label{width:100%}html.theme--catppuccin-latte .file.is-fullwidth .file-name{flex-grow:1;max-width:none}html.theme--catppuccin-latte .file.is-right{justify-content:flex-end}html.theme--catppuccin-latte .file.is-right .file-cta{border-radius:0 .4em .4em 0}html.theme--catppuccin-latte .file.is-right .file-name{border-radius:.4em 0 0 .4em;border-width:1px 0 1px 1px;order:-1}html.theme--catppuccin-latte .file-label{align-items:stretch;display:flex;cursor:pointer;justify-content:flex-start;overflow:hidden;position:relative}html.theme--catppuccin-latte .file-label:hover .file-cta{background-color:#c5c9d5;color:#41445a}html.theme--catppuccin-latte .file-label:hover .file-name{border-color:#a5a9b8}html.theme--catppuccin-latte .file-label:active .file-cta{background-color:#bdc2cf;color:#41445a}html.theme--catppuccin-latte .file-label:active .file-name{border-color:#9ea2b3}html.theme--catppuccin-latte .file-input{height:100%;left:0;opacity:0;outline:none;position:absolute;top:0;width:100%}html.theme--catppuccin-latte .file-cta,html.theme--catppuccin-latte .file-name{border-color:#acb0be;border-radius:.4em;font-size:1em;padding-left:1em;padding-right:1em;white-space:nowrap}html.theme--catppuccin-latte .file-cta{background-color:#ccd0da;color:#4c4f69}html.theme--catppuccin-latte .file-name{border-color:#acb0be;border-style:solid;border-width:1px 1px 1px 0;display:block;max-width:16em;overflow:hidden;text-align:inherit;text-overflow:ellipsis}html.theme--catppuccin-latte .file-icon{align-items:center;display:flex;height:1em;justify-content:center;margin-right:.5em;width:1em}html.theme--catppuccin-latte .file-icon .fa{font-size:14px}html.theme--catppuccin-latte .label{color:#41445a;display:block;font-size:1rem;font-weight:700}html.theme--catppuccin-latte .label:not(:last-child){margin-bottom:0.5em}html.theme--catppuccin-latte .label.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.label{font-size:.75rem}html.theme--catppuccin-latte .label.is-medium{font-size:1.25rem}html.theme--catppuccin-latte .label.is-large{font-size:1.5rem}html.theme--catppuccin-latte .help{display:block;font-size:.75rem;margin-top:0.25rem}html.theme--catppuccin-latte .help.is-white{color:#fff}html.theme--catppuccin-latte .help.is-black{color:#0a0a0a}html.theme--catppuccin-latte .help.is-light{color:#f5f5f5}html.theme--catppuccin-latte .help.is-dark,html.theme--catppuccin-latte .content kbd.help{color:#ccd0da}html.theme--catppuccin-latte .help.is-primary,html.theme--catppuccin-latte .docstring>section>a.help.docs-sourcelink{color:#1e66f5}html.theme--catppuccin-latte .help.is-link{color:#1e66f5}html.theme--catppuccin-latte .help.is-info{color:#179299}html.theme--catppuccin-latte .help.is-success{color:#40a02b}html.theme--catppuccin-latte .help.is-warning{color:#df8e1d}html.theme--catppuccin-latte .help.is-danger{color:#d20f39}html.theme--catppuccin-latte .field:not(:last-child){margin-bottom:0.75rem}html.theme--catppuccin-latte .field.has-addons{display:flex;justify-content:flex-start}html.theme--catppuccin-latte .field.has-addons .control:not(:last-child){margin-right:-1px}html.theme--catppuccin-latte .field.has-addons .control:not(:first-child):not(:last-child) .button,html.theme--catppuccin-latte .field.has-addons .control:not(:first-child):not(:last-child) .input,html.theme--catppuccin-latte .field.has-addons .control:not(:first-child):not(:last-child) #documenter .docs-sidebar form.docs-search>input,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control:not(:first-child):not(:last-child) form.docs-search>input,html.theme--catppuccin-latte .field.has-addons .control:not(:first-child):not(:last-child) .select select{border-radius:0}html.theme--catppuccin-latte .field.has-addons .control:first-child:not(:only-child) .button,html.theme--catppuccin-latte .field.has-addons .control:first-child:not(:only-child) .input,html.theme--catppuccin-latte .field.has-addons .control:first-child:not(:only-child) #documenter .docs-sidebar form.docs-search>input,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control:first-child:not(:only-child) form.docs-search>input,html.theme--catppuccin-latte .field.has-addons .control:first-child:not(:only-child) .select select{border-bottom-right-radius:0;border-top-right-radius:0}html.theme--catppuccin-latte .field.has-addons .control:last-child:not(:only-child) .button,html.theme--catppuccin-latte .field.has-addons .control:last-child:not(:only-child) .input,html.theme--catppuccin-latte .field.has-addons .control:last-child:not(:only-child) #documenter .docs-sidebar form.docs-search>input,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control:last-child:not(:only-child) form.docs-search>input,html.theme--catppuccin-latte .field.has-addons .control:last-child:not(:only-child) .select select{border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-latte .field.has-addons .control .button:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .button.is-hovered:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .input:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input:not([disabled]):hover,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .input.is-hovered:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input.is-hovered:not([disabled]),html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input.is-hovered:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .select select:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .select select.is-hovered:not([disabled]){z-index:2}html.theme--catppuccin-latte .field.has-addons .control .button:not([disabled]):focus,html.theme--catppuccin-latte .field.has-addons .control .button.is-focused:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .button:not([disabled]):active,html.theme--catppuccin-latte .field.has-addons .control .button.is-active:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .input:not([disabled]):focus,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input:not([disabled]):focus,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input:not([disabled]):focus,html.theme--catppuccin-latte .field.has-addons .control .input.is-focused:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input.is-focused:not([disabled]),html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input.is-focused:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .input:not([disabled]):active,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input:not([disabled]):active,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input:not([disabled]):active,html.theme--catppuccin-latte .field.has-addons .control .input.is-active:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input.is-active:not([disabled]),html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input.is-active:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .select select:not([disabled]):focus,html.theme--catppuccin-latte .field.has-addons .control .select select.is-focused:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .select select:not([disabled]):active,html.theme--catppuccin-latte .field.has-addons .control .select select.is-active:not([disabled]){z-index:3}html.theme--catppuccin-latte .field.has-addons .control .button:not([disabled]):focus:hover,html.theme--catppuccin-latte .field.has-addons .control .button.is-focused:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .button:not([disabled]):active:hover,html.theme--catppuccin-latte .field.has-addons .control .button.is-active:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .input:not([disabled]):focus:hover,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input:not([disabled]):focus:hover,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input:not([disabled]):focus:hover,html.theme--catppuccin-latte .field.has-addons .control .input.is-focused:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input.is-focused:not([disabled]):hover,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input.is-focused:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .input:not([disabled]):active:hover,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input:not([disabled]):active:hover,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input:not([disabled]):active:hover,html.theme--catppuccin-latte .field.has-addons .control .input.is-active:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input.is-active:not([disabled]):hover,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input.is-active:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .select select:not([disabled]):focus:hover,html.theme--catppuccin-latte .field.has-addons .control .select select.is-focused:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .select select:not([disabled]):active:hover,html.theme--catppuccin-latte .field.has-addons .control .select select.is-active:not([disabled]):hover{z-index:4}html.theme--catppuccin-latte .field.has-addons .control.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-latte .field.has-addons.has-addons-centered{justify-content:center}html.theme--catppuccin-latte .field.has-addons.has-addons-right{justify-content:flex-end}html.theme--catppuccin-latte .field.has-addons.has-addons-fullwidth .control{flex-grow:1;flex-shrink:0}html.theme--catppuccin-latte .field.is-grouped{display:flex;justify-content:flex-start}html.theme--catppuccin-latte .field.is-grouped>.control{flex-shrink:0}html.theme--catppuccin-latte .field.is-grouped>.control:not(:last-child){margin-bottom:0;margin-right:.75rem}html.theme--catppuccin-latte .field.is-grouped>.control.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-latte .field.is-grouped.is-grouped-centered{justify-content:center}html.theme--catppuccin-latte .field.is-grouped.is-grouped-right{justify-content:flex-end}html.theme--catppuccin-latte .field.is-grouped.is-grouped-multiline{flex-wrap:wrap}html.theme--catppuccin-latte .field.is-grouped.is-grouped-multiline>.control:last-child,html.theme--catppuccin-latte .field.is-grouped.is-grouped-multiline>.control:not(:last-child){margin-bottom:0.75rem}html.theme--catppuccin-latte .field.is-grouped.is-grouped-multiline:last-child{margin-bottom:-0.75rem}html.theme--catppuccin-latte .field.is-grouped.is-grouped-multiline:not(:last-child){margin-bottom:0}@media screen and (min-width: 769px),print{html.theme--catppuccin-latte .field.is-horizontal{display:flex}}html.theme--catppuccin-latte .field-label .label{font-size:inherit}@media screen and (max-width: 768px){html.theme--catppuccin-latte .field-label{margin-bottom:0.5rem}}@media screen and (min-width: 769px),print{html.theme--catppuccin-latte .field-label{flex-basis:0;flex-grow:1;flex-shrink:0;margin-right:1.5rem;text-align:right}html.theme--catppuccin-latte .field-label.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.field-label{font-size:.75rem;padding-top:0.375em}html.theme--catppuccin-latte .field-label.is-normal{padding-top:0.375em}html.theme--catppuccin-latte .field-label.is-medium{font-size:1.25rem;padding-top:0.375em}html.theme--catppuccin-latte .field-label.is-large{font-size:1.5rem;padding-top:0.375em}}html.theme--catppuccin-latte .field-body .field .field{margin-bottom:0}@media screen and (min-width: 769px),print{html.theme--catppuccin-latte .field-body{display:flex;flex-basis:0;flex-grow:5;flex-shrink:1}html.theme--catppuccin-latte .field-body .field{margin-bottom:0}html.theme--catppuccin-latte .field-body>.field{flex-shrink:1}html.theme--catppuccin-latte .field-body>.field:not(.is-narrow){flex-grow:1}html.theme--catppuccin-latte .field-body>.field:not(:last-child){margin-right:.75rem}}html.theme--catppuccin-latte .control{box-sizing:border-box;clear:both;font-size:1rem;position:relative;text-align:inherit}html.theme--catppuccin-latte .control.has-icons-left .input:focus~.icon,html.theme--catppuccin-latte .control.has-icons-left #documenter .docs-sidebar form.docs-search>input:focus~.icon,html.theme--catppuccin-latte #documenter .docs-sidebar .control.has-icons-left form.docs-search>input:focus~.icon,html.theme--catppuccin-latte .control.has-icons-left .select:focus~.icon,html.theme--catppuccin-latte .control.has-icons-right 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.navbar-divider{background-color:rgba(0,0,0,0.2);border:none;display:none;height:2px;margin:0.5rem 0}@media screen and (max-width: 1055px){html.theme--catppuccin-latte .navbar>.container{display:block}html.theme--catppuccin-latte .navbar-brand .navbar-item,html.theme--catppuccin-latte .navbar-tabs .navbar-item{align-items:center;display:flex}html.theme--catppuccin-latte .navbar-link::after{display:none}html.theme--catppuccin-latte .navbar-menu{background-color:#1e66f5;box-shadow:0 8px 16px rgba(10,10,10,0.1);padding:0.5rem 0}html.theme--catppuccin-latte .navbar-menu.is-active{display:block}html.theme--catppuccin-latte .navbar.is-fixed-bottom-touch,html.theme--catppuccin-latte .navbar.is-fixed-top-touch{left:0;position:fixed;right:0;z-index:30}html.theme--catppuccin-latte .navbar.is-fixed-bottom-touch{bottom:0}html.theme--catppuccin-latte .navbar.is-fixed-bottom-touch.has-shadow{box-shadow:0 -2px 3px rgba(10,10,10,0.1)}html.theme--catppuccin-latte 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a.navbar-item{padding-right:3rem}html.theme--catppuccin-latte .navbar-dropdown a.navbar-item:focus,html.theme--catppuccin-latte .navbar-dropdown a.navbar-item:hover{background-color:rgba(0,0,0,0);color:#8c8fa1}html.theme--catppuccin-latte .navbar-dropdown a.navbar-item.is-active{background-color:rgba(0,0,0,0);color:#1e66f5}.navbar.is-spaced html.theme--catppuccin-latte .navbar-dropdown,html.theme--catppuccin-latte .navbar-dropdown.is-boxed{border-radius:8px;border-top:none;box-shadow:0 8px 8px rgba(10,10,10,0.1), 0 0 0 1px rgba(10,10,10,0.1);display:block;opacity:0;pointer-events:none;top:calc(100% + (-4px));transform:translateY(-5px);transition-duration:86ms;transition-property:opacity, transform}html.theme--catppuccin-latte .navbar-dropdown.is-right{left:auto;right:0}html.theme--catppuccin-latte .navbar-divider{display:block}html.theme--catppuccin-latte .navbar>.container .navbar-brand,html.theme--catppuccin-latte .container>.navbar 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body.has-spaced-navbar-fixed-top{padding-top:6rem}html.theme--catppuccin-latte html.has-spaced-navbar-fixed-bottom,html.theme--catppuccin-latte body.has-spaced-navbar-fixed-bottom{padding-bottom:6rem}html.theme--catppuccin-latte a.navbar-item.is-active,html.theme--catppuccin-latte .navbar-link.is-active{color:#1e66f5}html.theme--catppuccin-latte a.navbar-item.is-active:not(:focus):not(:hover),html.theme--catppuccin-latte .navbar-link.is-active:not(:focus):not(:hover){background-color:rgba(0,0,0,0)}html.theme--catppuccin-latte .navbar-item.has-dropdown:focus .navbar-link,html.theme--catppuccin-latte .navbar-item.has-dropdown:hover .navbar-link,html.theme--catppuccin-latte .navbar-item.has-dropdown.is-active .navbar-link{background-color:rgba(0,0,0,0)}}html.theme--catppuccin-latte .hero.is-fullheight-with-navbar{min-height:calc(100vh - 4rem)}html.theme--catppuccin-latte .pagination{font-size:1rem;margin:-.25rem}html.theme--catppuccin-latte .pagination.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.pagination{font-size:.75rem}html.theme--catppuccin-latte .pagination.is-medium{font-size:1.25rem}html.theme--catppuccin-latte .pagination.is-large{font-size:1.5rem}html.theme--catppuccin-latte .pagination.is-rounded .pagination-previous,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.pagination .pagination-previous,html.theme--catppuccin-latte .pagination.is-rounded .pagination-next,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.pagination .pagination-next{padding-left:1em;padding-right:1em;border-radius:9999px}html.theme--catppuccin-latte .pagination.is-rounded .pagination-link,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.pagination .pagination-link{border-radius:9999px}html.theme--catppuccin-latte .pagination,html.theme--catppuccin-latte .pagination-list{align-items:center;display:flex;justify-content:center;text-align:center}html.theme--catppuccin-latte .pagination-previous,html.theme--catppuccin-latte .pagination-next,html.theme--catppuccin-latte .pagination-link,html.theme--catppuccin-latte .pagination-ellipsis{font-size:1em;justify-content:center;margin:.25rem;padding-left:.5em;padding-right:.5em;text-align:center}html.theme--catppuccin-latte .pagination-previous,html.theme--catppuccin-latte .pagination-next,html.theme--catppuccin-latte .pagination-link{border-color:#acb0be;color:#1e66f5;min-width:2.5em}html.theme--catppuccin-latte .pagination-previous:hover,html.theme--catppuccin-latte .pagination-next:hover,html.theme--catppuccin-latte .pagination-link:hover{border-color:#9ca0b0;color:#04a5e5}html.theme--catppuccin-latte .pagination-previous:focus,html.theme--catppuccin-latte .pagination-next:focus,html.theme--catppuccin-latte .pagination-link:focus{border-color:#9ca0b0}html.theme--catppuccin-latte .pagination-previous:active,html.theme--catppuccin-latte .pagination-next:active,html.theme--catppuccin-latte .pagination-link:active{box-shadow:inset 0 1px 2px rgba(10,10,10,0.2)}html.theme--catppuccin-latte .pagination-previous[disabled],html.theme--catppuccin-latte .pagination-previous.is-disabled,html.theme--catppuccin-latte .pagination-next[disabled],html.theme--catppuccin-latte .pagination-next.is-disabled,html.theme--catppuccin-latte .pagination-link[disabled],html.theme--catppuccin-latte .pagination-link.is-disabled{background-color:#acb0be;border-color:#acb0be;box-shadow:none;color:#616587;opacity:0.5}html.theme--catppuccin-latte .pagination-previous,html.theme--catppuccin-latte .pagination-next{padding-left:.75em;padding-right:.75em;white-space:nowrap}html.theme--catppuccin-latte .pagination-link.is-current{background-color:#1e66f5;border-color:#1e66f5;color:#fff}html.theme--catppuccin-latte .pagination-ellipsis{color:#9ca0b0;pointer-events:none}html.theme--catppuccin-latte .pagination-list{flex-wrap:wrap}html.theme--catppuccin-latte .pagination-list li{list-style:none}@media screen and (max-width: 768px){html.theme--catppuccin-latte .pagination{flex-wrap:wrap}html.theme--catppuccin-latte .pagination-previous,html.theme--catppuccin-latte .pagination-next{flex-grow:1;flex-shrink:1}html.theme--catppuccin-latte .pagination-list li{flex-grow:1;flex-shrink:1}}@media screen and (min-width: 769px),print{html.theme--catppuccin-latte .pagination-list{flex-grow:1;flex-shrink:1;justify-content:flex-start;order:1}html.theme--catppuccin-latte .pagination-previous,html.theme--catppuccin-latte .pagination-next,html.theme--catppuccin-latte .pagination-link,html.theme--catppuccin-latte .pagination-ellipsis{margin-bottom:0;margin-top:0}html.theme--catppuccin-latte .pagination-previous{order:2}html.theme--catppuccin-latte .pagination-next{order:3}html.theme--catppuccin-latte .pagination{justify-content:space-between;margin-bottom:0;margin-top:0}html.theme--catppuccin-latte 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.panel-heading{background-color:#179299;color:#fff}html.theme--catppuccin-latte .panel.is-info .panel-tabs a.is-active{border-bottom-color:#179299}html.theme--catppuccin-latte .panel.is-info .panel-block.is-active .panel-icon{color:#179299}html.theme--catppuccin-latte .panel.is-success .panel-heading{background-color:#40a02b;color:#fff}html.theme--catppuccin-latte .panel.is-success .panel-tabs a.is-active{border-bottom-color:#40a02b}html.theme--catppuccin-latte .panel.is-success .panel-block.is-active .panel-icon{color:#40a02b}html.theme--catppuccin-latte .panel.is-warning .panel-heading{background-color:#df8e1d;color:#fff}html.theme--catppuccin-latte .panel.is-warning .panel-tabs a.is-active{border-bottom-color:#df8e1d}html.theme--catppuccin-latte .panel.is-warning .panel-block.is-active .panel-icon{color:#df8e1d}html.theme--catppuccin-latte .panel.is-danger .panel-heading{background-color:#d20f39;color:#fff}html.theme--catppuccin-latte .panel.is-danger .panel-tabs 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rgba(54,58,79,0.25)}html.theme--catppuccin-macchiato .button.is-dark:active,html.theme--catppuccin-macchiato .content kbd.button:active,html.theme--catppuccin-macchiato .button.is-dark.is-active,html.theme--catppuccin-macchiato .content kbd.button.is-active{background-color:#2c2f40;border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-dark[disabled],html.theme--catppuccin-macchiato .content kbd.button[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-dark,fieldset[disabled] html.theme--catppuccin-macchiato .content kbd.button{background-color:#363a4f;border-color:#363a4f;box-shadow:none}html.theme--catppuccin-macchiato .button.is-dark.is-inverted,html.theme--catppuccin-macchiato .content kbd.button.is-inverted{background-color:#fff;color:#363a4f}html.theme--catppuccin-macchiato .button.is-dark.is-inverted:hover,html.theme--catppuccin-macchiato .content kbd.button.is-inverted:hover,html.theme--catppuccin-macchiato 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kbd.button.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-dark.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .content kbd.button.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-dark.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .content kbd.button.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-dark.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-macchiato .content kbd.button.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-macchiato .button.is-dark.is-outlined[disabled],html.theme--catppuccin-macchiato .content kbd.button.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-dark.is-outlined,fieldset[disabled] html.theme--catppuccin-macchiato .content kbd.button.is-outlined{background-color:transparent;border-color:#363a4f;box-shadow:none;color:#363a4f}html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined.is-focused{background-color:#fff;color:#363a4f}html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #363a4f #363a4f !important}html.theme--catppuccin-macchiato 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.button.is-info{background-color:#8bd5ca;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-info:hover,html.theme--catppuccin-macchiato .button.is-info.is-hovered{background-color:#82d2c6;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-info:focus,html.theme--catppuccin-macchiato .button.is-info.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-info:focus:not(:active),html.theme--catppuccin-macchiato .button.is-info.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(139,213,202,0.25)}html.theme--catppuccin-macchiato .button.is-info:active,html.theme--catppuccin-macchiato .button.is-info.is-active{background-color:#78cec1;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-info[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-info{background-color:#8bd5ca;border-color:#8bd5ca;box-shadow:none}html.theme--catppuccin-macchiato .button.is-info.is-inverted{background-color:rgba(0,0,0,0.7);color:#8bd5ca}html.theme--catppuccin-macchiato .button.is-info.is-inverted:hover,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-info.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-info.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#8bd5ca}html.theme--catppuccin-macchiato .button.is-info.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-info.is-outlined{background-color:transparent;border-color:#8bd5ca;color:#8bd5ca}html.theme--catppuccin-macchiato .button.is-info.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-info.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-focused{background-color:#8bd5ca;border-color:#8bd5ca;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-loading::after{border-color:transparent transparent #8bd5ca #8bd5ca !important}html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-info.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-info.is-outlined{background-color:transparent;border-color:#8bd5ca;box-shadow:none;color:#8bd5ca}html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#8bd5ca}html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #8bd5ca #8bd5ca !important}html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-info.is-light{background-color:#f0faf8;color:#276d62}html.theme--catppuccin-macchiato .button.is-info.is-light:hover,html.theme--catppuccin-macchiato .button.is-info.is-light.is-hovered{background-color:#e7f6f4;border-color:transparent;color:#276d62}html.theme--catppuccin-macchiato .button.is-info.is-light:active,html.theme--catppuccin-macchiato .button.is-info.is-light.is-active{background-color:#ddf3f0;border-color:transparent;color:#276d62}html.theme--catppuccin-macchiato .button.is-success{background-color:#a6da95;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success:hover,html.theme--catppuccin-macchiato .button.is-success.is-hovered{background-color:#9ed78c;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success:focus,html.theme--catppuccin-macchiato .button.is-success.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success:focus:not(:active),html.theme--catppuccin-macchiato .button.is-success.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(166,218,149,0.25)}html.theme--catppuccin-macchiato .button.is-success:active,html.theme--catppuccin-macchiato .button.is-success.is-active{background-color:#96d382;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-success{background-color:#a6da95;border-color:#a6da95;box-shadow:none}html.theme--catppuccin-macchiato .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-inverted:hover,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-success.is-outlined{background-color:transparent;border-color:#a6da95;color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-success.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-focused{background-color:#a6da95;border-color:#a6da95;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading::after{border-color:transparent transparent #a6da95 #a6da95 !important}html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-success.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-success.is-outlined{background-color:transparent;border-color:#a6da95;box-shadow:none;color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #a6da95 #a6da95 !important}html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success.is-light{background-color:#f2faf0;color:#386e26}html.theme--catppuccin-macchiato .button.is-success.is-light:hover,html.theme--catppuccin-macchiato .button.is-success.is-light.is-hovered{background-color:#eaf6e6;border-color:transparent;color:#386e26}html.theme--catppuccin-macchiato .button.is-success.is-light:active,html.theme--catppuccin-macchiato .button.is-success.is-light.is-active{background-color:#e2f3dd;border-color:transparent;color:#386e26}html.theme--catppuccin-macchiato .button.is-warning{background-color:#eed49f;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning:hover,html.theme--catppuccin-macchiato .button.is-warning.is-hovered{background-color:#eccf94;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning:focus,html.theme--catppuccin-macchiato .button.is-warning.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning:focus:not(:active),html.theme--catppuccin-macchiato .button.is-warning.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(238,212,159,0.25)}html.theme--catppuccin-macchiato .button.is-warning:active,html.theme--catppuccin-macchiato .button.is-warning.is-active{background-color:#eaca89;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-warning{background-color:#eed49f;border-color:#eed49f;box-shadow:none}html.theme--catppuccin-macchiato .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-inverted:hover,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-warning.is-outlined{background-color:transparent;border-color:#eed49f;color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-warning.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-focused{background-color:#eed49f;border-color:#eed49f;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading::after{border-color:transparent transparent #eed49f #eed49f !important}html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-warning.is-outlined{background-color:transparent;border-color:#eed49f;box-shadow:none;color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #eed49f #eed49f !important}html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning.is-light{background-color:#fcf7ee;color:#7e5c16}html.theme--catppuccin-macchiato .button.is-warning.is-light:hover,html.theme--catppuccin-macchiato .button.is-warning.is-light.is-hovered{background-color:#faf2e3;border-color:transparent;color:#7e5c16}html.theme--catppuccin-macchiato .button.is-warning.is-light:active,html.theme--catppuccin-macchiato .button.is-warning.is-light.is-active{background-color:#f8eed8;border-color:transparent;color:#7e5c16}html.theme--catppuccin-macchiato .button.is-danger{background-color:#ed8796;border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-danger:hover,html.theme--catppuccin-macchiato .button.is-danger.is-hovered{background-color:#eb7c8c;border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-danger:focus,html.theme--catppuccin-macchiato .button.is-danger.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-danger:focus:not(:active),html.theme--catppuccin-macchiato .button.is-danger.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(237,135,150,0.25)}html.theme--catppuccin-macchiato .button.is-danger:active,html.theme--catppuccin-macchiato .button.is-danger.is-active{background-color:#ea7183;border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-danger[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-danger{background-color:#ed8796;border-color:#ed8796;box-shadow:none}html.theme--catppuccin-macchiato .button.is-danger.is-inverted{background-color:#fff;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-inverted:hover,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-macchiato .button.is-danger.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-danger.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-macchiato .button.is-danger.is-outlined{background-color:transparent;border-color:#ed8796;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-danger.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-focused{background-color:#ed8796;border-color:#ed8796;color:#fff}html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #ed8796 #ed8796 !important}html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-macchiato .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-danger.is-outlined{background-color:transparent;border-color:#ed8796;box-shadow:none;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #ed8796 #ed8796 !important}html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-macchiato .button.is-danger.is-light{background-color:#fcedef;color:#971729}html.theme--catppuccin-macchiato .button.is-danger.is-light:hover,html.theme--catppuccin-macchiato .button.is-danger.is-light.is-hovered{background-color:#fbe2e6;border-color:transparent;color:#971729}html.theme--catppuccin-macchiato .button.is-danger.is-light:active,html.theme--catppuccin-macchiato .button.is-danger.is-light.is-active{background-color:#f9d7dc;border-color:transparent;color:#971729}html.theme--catppuccin-macchiato .button.is-small,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--catppuccin-macchiato .button.is-small:not(.is-rounded),html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--catppuccin-macchiato .button.is-normal{font-size:1rem}html.theme--catppuccin-macchiato .button.is-medium{font-size:1.25rem}html.theme--catppuccin-macchiato .button.is-large{font-size:1.5rem}html.theme--catppuccin-macchiato .button[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button{background-color:#6e738d;border-color:#5b6078;box-shadow:none;opacity:.5}html.theme--catppuccin-macchiato .button.is-fullwidth{display:flex;width:100%}html.theme--catppuccin-macchiato .button.is-loading{color:transparent !important;pointer-events:none}html.theme--catppuccin-macchiato .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--catppuccin-macchiato .button.is-static{background-color:#1e2030;border-color:#5b6078;color:#8087a2;box-shadow:none;pointer-events:none}html.theme--catppuccin-macchiato .button.is-rounded,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--catppuccin-macchiato .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--catppuccin-macchiato .buttons .button{margin-bottom:0.5rem}html.theme--catppuccin-macchiato .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--catppuccin-macchiato .buttons:last-child{margin-bottom:-0.5rem}html.theme--catppuccin-macchiato .buttons:not(:last-child){margin-bottom:1rem}html.theme--catppuccin-macchiato .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--catppuccin-macchiato .buttons.are-small 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.button.is-focused,html.theme--catppuccin-macchiato .buttons.has-addons .button:active,html.theme--catppuccin-macchiato .buttons.has-addons .button.is-active,html.theme--catppuccin-macchiato .buttons.has-addons .button.is-selected{z-index:3}html.theme--catppuccin-macchiato .buttons.has-addons .button:focus:hover,html.theme--catppuccin-macchiato .buttons.has-addons .button.is-focused:hover,html.theme--catppuccin-macchiato .buttons.has-addons .button:active:hover,html.theme--catppuccin-macchiato .buttons.has-addons .button.is-active:hover,html.theme--catppuccin-macchiato .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--catppuccin-macchiato .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-macchiato .buttons.is-centered{justify-content:center}html.theme--catppuccin-macchiato .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--catppuccin-macchiato .buttons.is-right{justify-content:flex-end}html.theme--catppuccin-macchiato .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--catppuccin-macchiato .button.is-responsive.is-small,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--catppuccin-macchiato .button.is-responsive,html.theme--catppuccin-macchiato .button.is-responsive.is-normal{font-size:.65625rem}html.theme--catppuccin-macchiato .button.is-responsive.is-medium{font-size:.75rem}html.theme--catppuccin-macchiato .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--catppuccin-macchiato .button.is-responsive.is-small,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--catppuccin-macchiato .button.is-responsive,html.theme--catppuccin-macchiato .button.is-responsive.is-normal{font-size:.75rem}html.theme--catppuccin-macchiato .button.is-responsive.is-medium{font-size:1rem}html.theme--catppuccin-macchiato .button.is-responsive.is-large{font-size:1.25rem}}html.theme--catppuccin-macchiato .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--catppuccin-macchiato .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--catppuccin-macchiato .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--catppuccin-macchiato .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--catppuccin-macchiato .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--catppuccin-macchiato .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--catppuccin-macchiato .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--catppuccin-macchiato .content li+li{margin-top:0.25em}html.theme--catppuccin-macchiato .content p:not(:last-child),html.theme--catppuccin-macchiato .content dl:not(:last-child),html.theme--catppuccin-macchiato .content ol:not(:last-child),html.theme--catppuccin-macchiato .content ul:not(:last-child),html.theme--catppuccin-macchiato .content blockquote:not(:last-child),html.theme--catppuccin-macchiato .content pre:not(:last-child),html.theme--catppuccin-macchiato .content table:not(:last-child){margin-bottom:1em}html.theme--catppuccin-macchiato .content h1,html.theme--catppuccin-macchiato .content h2,html.theme--catppuccin-macchiato .content h3,html.theme--catppuccin-macchiato .content h4,html.theme--catppuccin-macchiato .content h5,html.theme--catppuccin-macchiato .content 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ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-macchiato .content ol:not([type]){list-style-type:decimal}html.theme--catppuccin-macchiato .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--catppuccin-macchiato .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--catppuccin-macchiato .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--catppuccin-macchiato .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--catppuccin-macchiato .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-macchiato .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--catppuccin-macchiato .content ul ul ul{list-style-type:square}html.theme--catppuccin-macchiato .content dd{margin-left:2em}html.theme--catppuccin-macchiato .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--catppuccin-macchiato .content figure:not(:first-child){margin-top:2em}html.theme--catppuccin-macchiato .content figure:not(:last-child){margin-bottom:2em}html.theme--catppuccin-macchiato .content figure img{display:inline-block}html.theme--catppuccin-macchiato .content figure figcaption{font-style:italic}html.theme--catppuccin-macchiato .content pre{-webkit-overflow-scrolling:touch;overflow-x:auto;padding:0;white-space:pre;word-wrap:normal}html.theme--catppuccin-macchiato .content sup,html.theme--catppuccin-macchiato .content sub{font-size:75%}html.theme--catppuccin-macchiato .content table{width:100%}html.theme--catppuccin-macchiato .content table td,html.theme--catppuccin-macchiato .content table th{border:1px solid #5b6078;border-width:0 0 1px;padding:0.5em 0.75em;vertical-align:top}html.theme--catppuccin-macchiato .content table th{color:#b5c1f1}html.theme--catppuccin-macchiato .content table th:not([align]){text-align:inherit}html.theme--catppuccin-macchiato .content table thead 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kbd.button.is-outlined.is-focused{background-color:#313244;border-color:#313244;color:#fff}html.theme--catppuccin-mocha .button.is-dark.is-outlined.is-loading::after,html.theme--catppuccin-mocha .content kbd.button.is-outlined.is-loading::after{border-color:transparent transparent #313244 #313244 !important}html.theme--catppuccin-mocha .button.is-dark.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .content kbd.button.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-dark.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .content kbd.button.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-dark.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .content kbd.button.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-dark.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-mocha .content kbd.button.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-mocha .button.is-dark.is-outlined[disabled],html.theme--catppuccin-mocha .content kbd.button.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-dark.is-outlined,fieldset[disabled] html.theme--catppuccin-mocha .content kbd.button.is-outlined{background-color:transparent;border-color:#313244;box-shadow:none;color:#313244}html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined,html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined.is-focused{background-color:#fff;color:#313244}html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #313244 #313244 !important}html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined[disabled],html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-dark.is-inverted.is-outlined,fieldset[disabled] html.theme--catppuccin-mocha .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-mocha .button.is-primary,html.theme--catppuccin-mocha .docstring>section>a.button.docs-sourcelink{background-color:#89b4fa;border-color:transparent;color:#fff}html.theme--catppuccin-mocha 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html.theme--catppuccin-mocha .button.is-link.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-mocha .button.is-link.is-light{background-color:#ebf3fe;color:#063c93}html.theme--catppuccin-mocha .button.is-link.is-light:hover,html.theme--catppuccin-mocha .button.is-link.is-light.is-hovered{background-color:#dfebfe;border-color:transparent;color:#063c93}html.theme--catppuccin-mocha .button.is-link.is-light:active,html.theme--catppuccin-mocha .button.is-link.is-light.is-active{background-color:#d3e3fd;border-color:transparent;color:#063c93}html.theme--catppuccin-mocha .button.is-info{background-color:#94e2d5;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info:hover,html.theme--catppuccin-mocha .button.is-info.is-hovered{background-color:#8adfd1;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info:focus,html.theme--catppuccin-mocha .button.is-info.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info:focus:not(:active),html.theme--catppuccin-mocha .button.is-info.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(148,226,213,0.25)}html.theme--catppuccin-mocha .button.is-info:active,html.theme--catppuccin-mocha .button.is-info.is-active{background-color:#80ddcd;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-info{background-color:#94e2d5;border-color:#94e2d5;box-shadow:none}html.theme--catppuccin-mocha .button.is-info.is-inverted{background-color:rgba(0,0,0,0.7);color:#94e2d5}html.theme--catppuccin-mocha .button.is-info.is-inverted:hover,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-info.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#94e2d5}html.theme--catppuccin-mocha .button.is-info.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-info.is-outlined{background-color:transparent;border-color:#94e2d5;color:#94e2d5}html.theme--catppuccin-mocha .button.is-info.is-outlined:hover,html.theme--catppuccin-mocha .button.is-info.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-info.is-outlined:focus,html.theme--catppuccin-mocha .button.is-info.is-outlined.is-focused{background-color:#94e2d5;border-color:#94e2d5;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info.is-outlined.is-loading::after{border-color:transparent transparent #94e2d5 #94e2d5 !important}html.theme--catppuccin-mocha .button.is-info.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-info.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-info.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-info.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-info.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-info.is-outlined{background-color:transparent;border-color:#94e2d5;box-shadow:none;color:#94e2d5}html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#94e2d5}html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #94e2d5 #94e2d5 !important}html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info.is-light{background-color:#effbf9;color:#207466}html.theme--catppuccin-mocha .button.is-info.is-light:hover,html.theme--catppuccin-mocha .button.is-info.is-light.is-hovered{background-color:#e5f8f5;border-color:transparent;color:#207466}html.theme--catppuccin-mocha .button.is-info.is-light:active,html.theme--catppuccin-mocha .button.is-info.is-light.is-active{background-color:#dbf5f1;border-color:transparent;color:#207466}html.theme--catppuccin-mocha .button.is-success{background-color:#a6e3a1;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success:hover,html.theme--catppuccin-mocha .button.is-success.is-hovered{background-color:#9de097;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success:focus,html.theme--catppuccin-mocha .button.is-success.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success:focus:not(:active),html.theme--catppuccin-mocha .button.is-success.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(166,227,161,0.25)}html.theme--catppuccin-mocha .button.is-success:active,html.theme--catppuccin-mocha .button.is-success.is-active{background-color:#93dd8d;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-success{background-color:#a6e3a1;border-color:#a6e3a1;box-shadow:none}html.theme--catppuccin-mocha .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-inverted:hover,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-success.is-outlined{background-color:transparent;border-color:#a6e3a1;color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-outlined:hover,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-success.is-outlined:focus,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-focused{background-color:#a6e3a1;border-color:#a6e3a1;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading::after{border-color:transparent transparent #a6e3a1 #a6e3a1 !important}html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-success.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-success.is-outlined{background-color:transparent;border-color:#a6e3a1;box-shadow:none;color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #a6e3a1 #a6e3a1 !important}html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success.is-light{background-color:#f0faef;color:#287222}html.theme--catppuccin-mocha .button.is-success.is-light:hover,html.theme--catppuccin-mocha .button.is-success.is-light.is-hovered{background-color:#e7f7e5;border-color:transparent;color:#287222}html.theme--catppuccin-mocha .button.is-success.is-light:active,html.theme--catppuccin-mocha .button.is-success.is-light.is-active{background-color:#def4dc;border-color:transparent;color:#287222}html.theme--catppuccin-mocha .button.is-warning{background-color:#f9e2af;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning:hover,html.theme--catppuccin-mocha .button.is-warning.is-hovered{background-color:#f8dea3;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning:focus,html.theme--catppuccin-mocha .button.is-warning.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning:focus:not(:active),html.theme--catppuccin-mocha .button.is-warning.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(249,226,175,0.25)}html.theme--catppuccin-mocha .button.is-warning:active,html.theme--catppuccin-mocha .button.is-warning.is-active{background-color:#f7d997;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-warning{background-color:#f9e2af;border-color:#f9e2af;box-shadow:none}html.theme--catppuccin-mocha .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-inverted:hover,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-warning.is-outlined{background-color:transparent;border-color:#f9e2af;color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-outlined:hover,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-warning.is-outlined:focus,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-focused{background-color:#f9e2af;border-color:#f9e2af;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading::after{border-color:transparent transparent #f9e2af #f9e2af !important}html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-warning.is-outlined{background-color:transparent;border-color:#f9e2af;box-shadow:none;color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #f9e2af #f9e2af !important}html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning.is-light{background-color:#fef8ec;color:#8a620a}html.theme--catppuccin-mocha .button.is-warning.is-light:hover,html.theme--catppuccin-mocha .button.is-warning.is-light.is-hovered{background-color:#fdf4e0;border-color:transparent;color:#8a620a}html.theme--catppuccin-mocha .button.is-warning.is-light:active,html.theme--catppuccin-mocha .button.is-warning.is-light.is-active{background-color:#fcf0d4;border-color:transparent;color:#8a620a}html.theme--catppuccin-mocha .button.is-danger{background-color:#f38ba8;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-danger:hover,html.theme--catppuccin-mocha .button.is-danger.is-hovered{background-color:#f27f9f;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-danger:focus,html.theme--catppuccin-mocha .button.is-danger.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-danger:focus:not(:active),html.theme--catppuccin-mocha .button.is-danger.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(243,139,168,0.25)}html.theme--catppuccin-mocha .button.is-danger:active,html.theme--catppuccin-mocha .button.is-danger.is-active{background-color:#f17497;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-danger[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-danger{background-color:#f38ba8;border-color:#f38ba8;box-shadow:none}html.theme--catppuccin-mocha .button.is-danger.is-inverted{background-color:#fff;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-inverted:hover,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-mocha .button.is-danger.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-danger.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-mocha .button.is-danger.is-outlined{background-color:transparent;border-color:#f38ba8;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-outlined:hover,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-danger.is-outlined:focus,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-focused{background-color:#f38ba8;border-color:#f38ba8;color:#fff}html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #f38ba8 #f38ba8 !important}html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-mocha .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-danger.is-outlined{background-color:transparent;border-color:#f38ba8;box-shadow:none;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #f38ba8 #f38ba8 !important}html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-mocha .button.is-danger.is-light{background-color:#fdedf1;color:#991036}html.theme--catppuccin-mocha .button.is-danger.is-light:hover,html.theme--catppuccin-mocha .button.is-danger.is-light.is-hovered{background-color:#fce1e8;border-color:transparent;color:#991036}html.theme--catppuccin-mocha .button.is-danger.is-light:active,html.theme--catppuccin-mocha .button.is-danger.is-light.is-active{background-color:#fbd5e0;border-color:transparent;color:#991036}html.theme--catppuccin-mocha .button.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--catppuccin-mocha .button.is-small:not(.is-rounded),html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--catppuccin-mocha .button.is-normal{font-size:1rem}html.theme--catppuccin-mocha .button.is-medium{font-size:1.25rem}html.theme--catppuccin-mocha .button.is-large{font-size:1.5rem}html.theme--catppuccin-mocha .button[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button{background-color:#6c7086;border-color:#585b70;box-shadow:none;opacity:.5}html.theme--catppuccin-mocha .button.is-fullwidth{display:flex;width:100%}html.theme--catppuccin-mocha .button.is-loading{color:transparent !important;pointer-events:none}html.theme--catppuccin-mocha .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--catppuccin-mocha .button.is-static{background-color:#181825;border-color:#585b70;color:#7f849c;box-shadow:none;pointer-events:none}html.theme--catppuccin-mocha .button.is-rounded,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--catppuccin-mocha .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--catppuccin-mocha .buttons .button{margin-bottom:0.5rem}html.theme--catppuccin-mocha .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--catppuccin-mocha .buttons:last-child{margin-bottom:-0.5rem}html.theme--catppuccin-mocha .buttons:not(:last-child){margin-bottom:1rem}html.theme--catppuccin-mocha .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--catppuccin-mocha .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--catppuccin-mocha .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--catppuccin-mocha .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--catppuccin-mocha .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-mocha .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--catppuccin-mocha .buttons.has-addons .button:last-child{margin-right:0}html.theme--catppuccin-mocha .buttons.has-addons .button:hover,html.theme--catppuccin-mocha .buttons.has-addons .button.is-hovered{z-index:2}html.theme--catppuccin-mocha .buttons.has-addons .button:focus,html.theme--catppuccin-mocha .buttons.has-addons .button.is-focused,html.theme--catppuccin-mocha .buttons.has-addons .button:active,html.theme--catppuccin-mocha .buttons.has-addons .button.is-active,html.theme--catppuccin-mocha .buttons.has-addons .button.is-selected{z-index:3}html.theme--catppuccin-mocha .buttons.has-addons .button:focus:hover,html.theme--catppuccin-mocha .buttons.has-addons .button.is-focused:hover,html.theme--catppuccin-mocha .buttons.has-addons .button:active:hover,html.theme--catppuccin-mocha .buttons.has-addons .button.is-active:hover,html.theme--catppuccin-mocha .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--catppuccin-mocha .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-mocha .buttons.is-centered{justify-content:center}html.theme--catppuccin-mocha .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--catppuccin-mocha .buttons.is-right{justify-content:flex-end}html.theme--catppuccin-mocha .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--catppuccin-mocha .button.is-responsive.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--catppuccin-mocha .button.is-responsive,html.theme--catppuccin-mocha .button.is-responsive.is-normal{font-size:.65625rem}html.theme--catppuccin-mocha .button.is-responsive.is-medium{font-size:.75rem}html.theme--catppuccin-mocha .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--catppuccin-mocha .button.is-responsive.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--catppuccin-mocha .button.is-responsive,html.theme--catppuccin-mocha .button.is-responsive.is-normal{font-size:.75rem}html.theme--catppuccin-mocha .button.is-responsive.is-medium{font-size:1rem}html.theme--catppuccin-mocha .button.is-responsive.is-large{font-size:1.25rem}}html.theme--catppuccin-mocha .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--catppuccin-mocha .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--catppuccin-mocha .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--catppuccin-mocha .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--catppuccin-mocha .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--catppuccin-mocha .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--catppuccin-mocha .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--catppuccin-mocha .content li+li{margin-top:0.25em}html.theme--catppuccin-mocha .content p:not(:last-child),html.theme--catppuccin-mocha .content dl:not(:last-child),html.theme--catppuccin-mocha .content ol:not(:last-child),html.theme--catppuccin-mocha .content ul:not(:last-child),html.theme--catppuccin-mocha .content blockquote:not(:last-child),html.theme--catppuccin-mocha .content pre:not(:last-child),html.theme--catppuccin-mocha .content table:not(:last-child){margin-bottom:1em}html.theme--catppuccin-mocha .content h1,html.theme--catppuccin-mocha .content h2,html.theme--catppuccin-mocha .content h3,html.theme--catppuccin-mocha .content h4,html.theme--catppuccin-mocha .content h5,html.theme--catppuccin-mocha .content h6{color:#cdd6f4;font-weight:600;line-height:1.125}html.theme--catppuccin-mocha .content h1{font-size:2em;margin-bottom:0.5em}html.theme--catppuccin-mocha .content h1:not(:first-child){margin-top:1em}html.theme--catppuccin-mocha .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--catppuccin-mocha .content h2:not(:first-child){margin-top:1.1428em}html.theme--catppuccin-mocha .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--catppuccin-mocha .content h3:not(:first-child){margin-top:1.3333em}html.theme--catppuccin-mocha .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--catppuccin-mocha .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--catppuccin-mocha .content h6{font-size:1em;margin-bottom:1em}html.theme--catppuccin-mocha .content blockquote{background-color:#181825;border-left:5px solid #585b70;padding:1.25em 1.5em}html.theme--catppuccin-mocha .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-mocha .content ol:not([type]){list-style-type:decimal}html.theme--catppuccin-mocha .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--catppuccin-mocha .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--catppuccin-mocha .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--catppuccin-mocha .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--catppuccin-mocha .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-mocha .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--catppuccin-mocha .content ul ul ul{list-style-type:square}html.theme--catppuccin-mocha .content dd{margin-left:2em}html.theme--catppuccin-mocha .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--catppuccin-mocha .content figure:not(:first-child){margin-top:2em}html.theme--catppuccin-mocha .content figure:not(:last-child){margin-bottom:2em}html.theme--catppuccin-mocha .content figure img{display:inline-block}html.theme--catppuccin-mocha .content figure figcaption{font-style:italic}html.theme--catppuccin-mocha .content pre{-webkit-overflow-scrolling:touch;overflow-x:auto;padding:0;white-space:pre;word-wrap:normal}html.theme--catppuccin-mocha .content sup,html.theme--catppuccin-mocha .content sub{font-size:75%}html.theme--catppuccin-mocha .content table{width:100%}html.theme--catppuccin-mocha .content table 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.content.is-normal{font-size:1rem}html.theme--catppuccin-mocha .content.is-medium{font-size:1.25rem}html.theme--catppuccin-mocha .content.is-large{font-size:1.5rem}html.theme--catppuccin-mocha .icon{align-items:center;display:inline-flex;justify-content:center;height:1.5rem;width:1.5rem}html.theme--catppuccin-mocha .icon.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.icon{height:1rem;width:1rem}html.theme--catppuccin-mocha .icon.is-medium{height:2rem;width:2rem}html.theme--catppuccin-mocha .icon.is-large{height:3rem;width:3rem}html.theme--catppuccin-mocha .icon-text{align-items:flex-start;color:inherit;display:inline-flex;flex-wrap:wrap;line-height:1.5rem;vertical-align:top}html.theme--catppuccin-mocha .icon-text .icon{flex-grow:0;flex-shrink:0}html.theme--catppuccin-mocha .icon-text .icon:not(:last-child){margin-right:.25em}html.theme--catppuccin-mocha .icon-text .icon:not(:first-child){margin-left:.25em}html.theme--catppuccin-mocha div.icon-text{display:flex}html.theme--catppuccin-mocha .image,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img{display:block;position:relative}html.theme--catppuccin-mocha .image img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img img{display:block;height:auto;width:100%}html.theme--catppuccin-mocha .image img.is-rounded,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img img.is-rounded{border-radius:9999px}html.theme--catppuccin-mocha .image.is-fullwidth,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-fullwidth{width:100%}html.theme--catppuccin-mocha .image.is-square img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-square img,html.theme--catppuccin-mocha .image.is-square .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-square .has-ratio,html.theme--catppuccin-mocha .image.is-1by1 img,html.theme--catppuccin-mocha #documenter .docs-sidebar 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.has-ratio,html.theme--catppuccin-mocha .image.is-5by3 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-5by3 img,html.theme--catppuccin-mocha .image.is-5by3 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-5by3 .has-ratio,html.theme--catppuccin-mocha .image.is-16by9 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-16by9 img,html.theme--catppuccin-mocha .image.is-16by9 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-16by9 .has-ratio,html.theme--catppuccin-mocha .image.is-2by1 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-2by1 img,html.theme--catppuccin-mocha .image.is-2by1 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-2by1 .has-ratio,html.theme--catppuccin-mocha .image.is-3by1 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by1 img,html.theme--catppuccin-mocha 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img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by5 img,html.theme--catppuccin-mocha .image.is-3by5 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by5 .has-ratio,html.theme--catppuccin-mocha .image.is-9by16 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-9by16 img,html.theme--catppuccin-mocha .image.is-9by16 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-9by16 .has-ratio,html.theme--catppuccin-mocha .image.is-1by2 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-1by2 img,html.theme--catppuccin-mocha .image.is-1by2 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-1by2 .has-ratio,html.theme--catppuccin-mocha .image.is-1by3 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-1by3 img,html.theme--catppuccin-mocha .image.is-1by3 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-1by3 .has-ratio{height:100%;width:100%}html.theme--catppuccin-mocha .image.is-square,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-square,html.theme--catppuccin-mocha .image.is-1by1,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-1by1{padding-top:100%}html.theme--catppuccin-mocha .image.is-5by4,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-5by4{padding-top:80%}html.theme--catppuccin-mocha .image.is-4by3,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-4by3{padding-top:75%}html.theme--catppuccin-mocha .image.is-3by2,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by2{padding-top:66.6666%}html.theme--catppuccin-mocha .image.is-5by3,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-5by3{padding-top:60%}html.theme--catppuccin-mocha .image.is-16by9,html.theme--catppuccin-mocha #documenter 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html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-danger.is-light{background-color:#fbefef;color:#c03930}html.theme--documenter-dark .button.is-danger.is-light:hover,html.theme--documenter-dark .button.is-danger.is-light.is-hovered{background-color:#f8e6e5;border-color:transparent;color:#c03930}html.theme--documenter-dark .button.is-danger.is-light:active,html.theme--documenter-dark .button.is-danger.is-light.is-active{background-color:#f6dcda;border-color:transparent;color:#c03930}html.theme--documenter-dark .button.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--documenter-dark .button.is-small:not(.is-rounded),html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--documenter-dark .button.is-normal{font-size:1rem}html.theme--documenter-dark .button.is-medium{font-size:1.25rem}html.theme--documenter-dark .button.is-large{font-size:1.5rem}html.theme--documenter-dark .button[disabled],fieldset[disabled] html.theme--documenter-dark .button{background-color:#8c9b9d;border-color:#5e6d6f;box-shadow:none;opacity:.5}html.theme--documenter-dark .button.is-fullwidth{display:flex;width:100%}html.theme--documenter-dark .button.is-loading{color:transparent !important;pointer-events:none}html.theme--documenter-dark .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--documenter-dark .button.is-static{background-color:#282f2f;border-color:#5e6d6f;color:#dbdee0;box-shadow:none;pointer-events:none}html.theme--documenter-dark .button.is-rounded,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 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.button:active:hover,html.theme--documenter-dark .buttons.has-addons .button.is-active:hover,html.theme--documenter-dark .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--documenter-dark .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--documenter-dark .buttons.is-centered{justify-content:center}html.theme--documenter-dark .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--documenter-dark .buttons.is-right{justify-content:flex-end}html.theme--documenter-dark .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--documenter-dark .button.is-responsive.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--documenter-dark .button.is-responsive,html.theme--documenter-dark .button.is-responsive.is-normal{font-size:.65625rem}html.theme--documenter-dark .button.is-responsive.is-medium{font-size:.75rem}html.theme--documenter-dark .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--documenter-dark .button.is-responsive.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--documenter-dark .button.is-responsive,html.theme--documenter-dark .button.is-responsive.is-normal{font-size:.75rem}html.theme--documenter-dark .button.is-responsive.is-medium{font-size:1rem}html.theme--documenter-dark .button.is-responsive.is-large{font-size:1.25rem}}html.theme--documenter-dark .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--documenter-dark .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--documenter-dark 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pre:not(:last-child),html.theme--documenter-dark .content table:not(:last-child){margin-bottom:1em}html.theme--documenter-dark .content h1,html.theme--documenter-dark .content h2,html.theme--documenter-dark .content h3,html.theme--documenter-dark .content h4,html.theme--documenter-dark .content h5,html.theme--documenter-dark .content h6{color:#f2f2f2;font-weight:600;line-height:1.125}html.theme--documenter-dark .content h1{font-size:2em;margin-bottom:0.5em}html.theme--documenter-dark .content h1:not(:first-child){margin-top:1em}html.theme--documenter-dark .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--documenter-dark .content h2:not(:first-child){margin-top:1.1428em}html.theme--documenter-dark .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--documenter-dark .content h3:not(:first-child){margin-top:1.3333em}html.theme--documenter-dark .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--documenter-dark .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--documenter-dark .content h6{font-size:1em;margin-bottom:1em}html.theme--documenter-dark .content blockquote{background-color:#282f2f;border-left:5px solid #5e6d6f;padding:1.25em 1.5em}html.theme--documenter-dark .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--documenter-dark .content ol:not([type]){list-style-type:decimal}html.theme--documenter-dark .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--documenter-dark .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--documenter-dark .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--documenter-dark .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--documenter-dark .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--documenter-dark .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--documenter-dark .content ul ul ul{list-style-type:square}html.theme--documenter-dark .content dd{margin-left:2em}html.theme--documenter-dark .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--documenter-dark .content figure:not(:first-child){margin-top:2em}html.theme--documenter-dark .content figure:not(:last-child){margin-bottom:2em}html.theme--documenter-dark .content figure img{display:inline-block}html.theme--documenter-dark .content figure figcaption{font-style:italic}html.theme--documenter-dark .content pre{-webkit-overflow-scrolling:touch;overflow-x:auto;padding:0;white-space:pre;word-wrap:normal}html.theme--documenter-dark .content sup,html.theme--documenter-dark .content sub{font-size:75%}html.theme--documenter-dark .content table{width:100%}html.theme--documenter-dark .content table td,html.theme--documenter-dark .content table th{border:1px solid #5e6d6f;border-width:0 0 1px;padding:0.5em 0.75em;vertical-align:top}html.theme--documenter-dark .content table th{color:#f2f2f2}html.theme--documenter-dark .content table th:not([align]){text-align:inherit}html.theme--documenter-dark .content table thead td,html.theme--documenter-dark .content table thead th{border-width:0 0 2px;color:#f2f2f2}html.theme--documenter-dark .content table tfoot td,html.theme--documenter-dark .content table tfoot th{border-width:2px 0 0;color:#f2f2f2}html.theme--documenter-dark .content table tbody tr:last-child td,html.theme--documenter-dark .content table tbody tr:last-child th{border-bottom-width:0}html.theme--documenter-dark .content .tabs li+li{margin-top:0}html.theme--documenter-dark .content.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.content{font-size:.75rem}html.theme--documenter-dark .content.is-normal{font-size:1rem}html.theme--documenter-dark .content.is-medium{font-size:1.25rem}html.theme--documenter-dark .content.is-large{font-size:1.5rem}html.theme--documenter-dark 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img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img img{display:block;height:auto;width:100%}html.theme--documenter-dark .image img.is-rounded,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img img.is-rounded{border-radius:9999px}html.theme--documenter-dark .image.is-fullwidth,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-fullwidth{width:100%}html.theme--documenter-dark .image.is-square img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-square img,html.theme--documenter-dark .image.is-square .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-square .has-ratio,html.theme--documenter-dark .image.is-1by1 img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-1by1 img,html.theme--documenter-dark .image.is-1by1 .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-1by1 .has-ratio,html.theme--documenter-dark .image.is-5by4 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+ Maintainer: @highlightjs/core-team + Website: https://highlightjs.org/ + License: see project LICENSE + Touched: 2021 +*/pre code.hljs{display:block;overflow-x:auto;padding:1em}code.hljs{padding:3px 5px}.hljs{background:#F3F3F3;color:#444}.hljs-comment{color:#697070}.hljs-tag,.hljs-punctuation{color:#444a}.hljs-tag .hljs-name,.hljs-tag .hljs-attr{color:#444}.hljs-keyword,.hljs-attribute,.hljs-selector-tag,.hljs-meta .hljs-keyword,.hljs-doctag,.hljs-name{font-weight:bold}.hljs-type,.hljs-string,.hljs-number,.hljs-selector-id,.hljs-selector-class,.hljs-quote,.hljs-template-tag,.hljs-deletion{color:#880000}.hljs-title,.hljs-section{color:#880000;font-weight:bold}.hljs-regexp,.hljs-symbol,.hljs-variable,.hljs-template-variable,.hljs-link,.hljs-selector-attr,.hljs-operator,.hljs-selector-pseudo{color:#ab5656}.hljs-literal{color:#695}.hljs-built_in,.hljs-bullet,.hljs-code,.hljs-addition{color:#397300}.hljs-meta{color:#1f7199}.hljs-meta .hljs-string{color:#38a}.hljs-emphasis{font-style:italic}.hljs-strong{font-weight:bold}.gap-4{gap:1rem} diff --git a/previews/PR51/assets/themeswap.js b/previews/PR51/assets/themeswap.js new file mode 100644 index 00000000..9f5eebe6 --- /dev/null +++ b/previews/PR51/assets/themeswap.js @@ -0,0 +1,84 @@ +// Small function to quickly swap out themes. Gets put into the tag.. +function set_theme_from_local_storage() { + // Initialize the theme to null, which means default + var theme = null; + // If the browser supports the localstorage and is not disabled then try to get the + // documenter theme + if (window.localStorage != null) { + // Get the user-picked theme from localStorage. May be `null`, which means the default + // theme. + theme = window.localStorage.getItem("documenter-theme"); + } + // Check if the users preference is for dark color scheme + var darkPreference = + window.matchMedia("(prefers-color-scheme: dark)").matches === true; + // Initialize a few variables for the loop: + // + // - active: will contain the index of the theme that should be active. Note that there + // is no guarantee that localStorage contains sane values. If `active` stays `null` + // we either could not find the theme or it is the default (primary) theme anyway. + // Either way, we then need to stick to the primary theme. + // + // - disabled: style sheets that should be disabled (i.e. all the theme style sheets + // that are not the currently active theme) + var active = null; + var disabled = []; + var primaryLightTheme = null; + var primaryDarkTheme = null; + for (var i = 0; i < document.styleSheets.length; i++) { + var ss = document.styleSheets[i]; + // The tag of each style sheet is expected to have a data-theme-name attribute + // which must contain the name of the theme. The names in localStorage much match this. + var themename = ss.ownerNode.getAttribute("data-theme-name"); + // attribute not set => non-theme stylesheet => ignore + if (themename === null) continue; + // To distinguish the default (primary) theme, it needs to have the data-theme-primary + // attribute set. + if (ss.ownerNode.getAttribute("data-theme-primary") !== null) { + primaryLightTheme = themename; + } + // Check if the theme is primary dark theme so that we could store its name in darkTheme + if (ss.ownerNode.getAttribute("data-theme-primary-dark") !== null) { + primaryDarkTheme = themename; + } + // If we find a matching theme (and it's not the default), we'll set active to non-null + if (themename === theme) active = i; + // Store the style sheets of inactive themes so that we could disable them + if (themename !== theme) disabled.push(ss); + } + var activeTheme = null; + if (active !== null) { + // If we did find an active theme, we'll (1) add the theme--$(theme) class to + document.getElementsByTagName("html")[0].className = "theme--" + theme; + activeTheme = theme; + } else { + // If we did _not_ find an active theme, then we need to fall back to the primary theme + // which can either be dark or light, depending on the user's OS preference. + var activeTheme = darkPreference ? primaryDarkTheme : primaryLightTheme; + // In case it somehow happens that the relevant primary theme was not found in the + // preceding loop, we abort without doing anything. + if (activeTheme === null) { + console.error("Unable to determine primary theme."); + return; + } + // When switching to the primary light theme, then we must not have a class name + // for the tag. That's only for non-primary or the primary dark theme. + if (darkPreference) { + document.getElementsByTagName("html")[0].className = + "theme--" + activeTheme; + } else { + document.getElementsByTagName("html")[0].className = ""; + } + } + for (var i = 0; i < document.styleSheets.length; i++) { + var ss = document.styleSheets[i]; + // The tag of each style sheet is expected to have a data-theme-name attribute + // which must contain the name of the theme. The names in localStorage much match this. + var themename = ss.ownerNode.getAttribute("data-theme-name"); + // attribute not set => non-theme stylesheet => ignore + if (themename === null) continue; + // we'll disable all the stylesheets, except for the active one + ss.disabled = !(themename == activeTheme); + } +} +set_theme_from_local_storage(); diff --git a/previews/PR51/assets/warner.js b/previews/PR51/assets/warner.js new file mode 100644 index 00000000..3f6f5d00 --- /dev/null +++ b/previews/PR51/assets/warner.js @@ -0,0 +1,52 @@ +function maybeAddWarning() { + // DOCUMENTER_NEWEST is defined in versions.js, DOCUMENTER_CURRENT_VERSION and DOCUMENTER_STABLE + // in siteinfo.js. + // If either of these are undefined something went horribly wrong, so we abort. + if ( + window.DOCUMENTER_NEWEST === undefined || + window.DOCUMENTER_CURRENT_VERSION === undefined || + window.DOCUMENTER_STABLE === undefined + ) { + return; + } + + // Current version is not a version number, so we can't tell if it's the newest version. Abort. + if (!/v(\d+\.)*\d+/.test(window.DOCUMENTER_CURRENT_VERSION)) { + return; + } + + // Current version is newest version, so no need to add a warning. + if (window.DOCUMENTER_NEWEST === window.DOCUMENTER_CURRENT_VERSION) { + return; + } + + // Add a noindex meta tag (unless one exists) so that search engines don't index this version of the docs. + if (document.body.querySelector('meta[name="robots"]') === null) { + const meta = document.createElement("meta"); + meta.name = "robots"; + meta.content = "noindex"; + + document.getElementsByTagName("head")[0].appendChild(meta); + } + + const div = document.createElement("div"); + div.classList.add("outdated-warning-overlay"); + const closer = document.createElement("button"); + closer.classList.add("outdated-warning-closer", "delete"); + closer.addEventListener("click", function () { + document.body.removeChild(div); + }); + const href = window.documenterBaseURL + "/../" + window.DOCUMENTER_STABLE; + div.innerHTML = + 'This documentation is not for the latest stable release, but for either the development version or an older release.
Click here to go to the documentation for the latest stable release.'; + div.appendChild(closer); + document.body.appendChild(div); +} + +if (document.readyState === "loading") { + document.addEventListener("DOMContentLoaded", maybeAddWarning); +} else { + maybeAddWarning(); +} diff --git a/previews/PR51/concepts/architectures/index.html b/previews/PR51/concepts/architectures/index.html new file mode 100644 index 00000000..b3142626 --- /dev/null +++ b/previews/PR51/concepts/architectures/index.html @@ -0,0 +1,11 @@ + +Architectures · Chmy.jl
GitHub

Architectures

Backend Selection & Architecture Initialization

Chmy.jl supports CPUs, as well as CUDA, ROC and Metal backends for Nvidia, AMD and Apple M-series GPUs through a thin wrapper around the KernelAbstractions.jl for users to select desirable backends.

# Default with CPU
+arch = Arch(CPU())
using CUDA
+
+arch = Arch(CUDABackend())
using AMDGPU
+
+arch = Arch(ROCBackend())
using Metal
+
+arch = Arch(MetalBackend())

At the beginning of program, one may specify the backend and initialize the architecture they desire to use. The initialized arch variable will be required explicitly at creation of some objects such as grids and kernel launchers.

Specifying the device ID and stream priority

On systems with multiple GPUs, passing the keyword argument device_id to the Arch constructor will select and set the selected device as a current device.

For advanced users, we provide a function activate!(arch; priority) for specifying the stream priority owned by the task one is executing. The stream priority will be set to :normal by default, where :low and :high are also possible options given that the target backend has priority control over streams implemented.

Distributed Architecture

Our distributed architecture builds upon the abstraction of having GPU clusters that build on the same GPU architecture. Note that in general, GPU clusters may be equipped with hardware from different vendors, incorporating different types of GPUs to exploit their unique capabilities for specific tasks.

GPU-Aware MPI Required for Distributed Module on GPU backend

The Distributed module currently only supports GPU-aware MPI when a GPU backend is selected for multi-GPU computations. For the Distributed module to function properly, any GPU-aware MPI library installation shall be used. Otherwise, a segmentation fault will occur.

To make the Architecture object aware of MPI topology, user can pass an MPI communicator object and dimensions of the Cartesian topology to the Arch constructor:

using MPI
+
+arch = Arch(CPU(), MPI.COMM_WORLD, (0, 0, 0))

Passing zeros as the last argument will automatically spread the dimensions to be as close as possible to each other, see MPI.jl documentation for details.

diff --git a/previews/PR51/concepts/bc/index.html b/previews/PR51/concepts/bc/index.html new file mode 100644 index 00000000..6b729ab6 --- /dev/null +++ b/previews/PR51/concepts/bc/index.html @@ -0,0 +1,4 @@ + +Boundary Conditions · Chmy.jl
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Boundary Conditions

Using Chmy.jl, we aim to study partial differential equations (PDEs) arising from physical or engineering problems. Additional initial and/or boundary conditions are necessary for the model problem to be well-posed, ensuring the existence and uniqueness of a stable solution.

We provide a small overview for boundary conditions that one often encounters. In the following, we consider the unknown function $u : \Omega \mapsto \mathbb{R}$ defined on some bounded computational domain $\Omega \subset \mathbb{R}^d$ in a $d$-dimensional space. With the domain boundary denoted by $\partial \Omega$, we have some function $g : \partial \Omega \mapsto \mathbb{R}$ prescribed on the boundary.

TypeFormExample
Dirichlet$u = g$ on $\partial \Omega$In fluid dynamics, the no-slip condition for viscous fluids states that at a solid boundary the fluid has zero velocity relative to the boundary.
Neumann$\partial_{\boldsymbol{n}} u = g$ on $\partial \Omega$, where $\boldsymbol{n}$ is the outer normal vector to $\Omega$It specifies the values in which the derivative of a solution is applied within the boundary of the domain. An application in thermodynamics is a prescribed heat flux through the boundary
Robin$u + \alpha \partial_\nu u = g$ on $\partial \Omega$, where $\alpha \in \mathbb{R}$.Also called impedance boundary conditions from their application in electromagnetic problems

Applying Boundary Conditions with bc!()

In the following, we describe the syntax in Chmy.jl for launching kernels that impose boundary conditions on some field that is well-defined on a grid with backend specified through arch.

For Dirichlet and Neumann boundary conditions, they are referred to as homogeneous if $g = 0$, otherwise they are non-homogeneous if $g = v$ holds, for some $v\in \mathbb{R}$.

HomogeneousNon-homogeneous
Dirichlet on $\partial \Omega$bc!(arch, grid, field => Dirichlet())bc!(arch, grid, field => Dirichlet(v))
Neumann on $\partial \Omega$bc!(arch, grid, field => Neumann())bc!(arch, grid, field => Neumann(v))

Note that the syntax shown in the table above is a fused expression of both specifying and applying the boundary conditions.

$\partial \Omega$ Refers to the Entire Domain Boundary!

By specifying field to a single boundary condition, we impose the boundary condition on the entire domain boundary by default. See the section for "Mixed Boundary Conditions" below for specifying different BC on different parts of the domain boundary.

Alternatively, one could also define the boundary conditions beforehand using batch() provided the grid information as well as the field variable. This way the boundary condition to be prescibed is precomputed.

# pre-compute batch
+bt = batch(grid, field => Neumann()) # specify Neumann BC for the variable `field`
+bc!(arch, grid, bt)                  # apply the boundary condition

In the script batcher.jl, we provide a MWE using both fused and precomputed expressions for BC update.

Specifying BC within a launch

When using launch to specify the execution of a kernel (more see section Kernels), one can pass the specified boundary condition(s) as an optional parameter using batch, provided the grid information of the discretized space. This way we can gain efficiency from making good use of already cached values.

In the 2D diffusion example as introduced in the tutorial "Getting Started with Chmy.jl", we need to update the temperature field C at k-th iteration using the values of heat flux q and physical time step size Δt from (k-1)-th iteration. When launching the kernel update_C! with launch, we simultaneously launch the kernel for the BC update using:

launch(arch, grid, update_C! => (C, q, Δt, grid); bc=batch(grid, C => Neumann(); exchange=C))

Mixed Boundary Conditions

In the code example above, by specifying boundary conditions using syntax such as field => Neumann(), we essentially launch a kernel that impose the Neumann boundary condition on the entire domain boundary $\partial \Omega$. More often, one may be interested in prescribing different boundary conditions on different parts of $\partial \Omega$.

The following figure showcases a 2D square domain $\Omega$ with different boundary conditions applied on each side:

  • The top boundary (red) is a Dirichlet boundary condition where $u = a$.
  • The bottom boundary (blue) is also a Dirichlet boundary condition where $u = b$.
  • The left and right boundaries (green) are Neumann boundary conditions where $\frac{\partial u}{\partial y} = 0$.

To launch a kernel that satisfies these boundary conditions in Chmy.jl, you can use the following code:

bc!(arch, grid, field => (x = Neumann(), y = (Dirichlet(b), Dirichlet(a))))
diff --git a/previews/PR51/concepts/fields/index.html b/previews/PR51/concepts/fields/index.html new file mode 100644 index 00000000..e810cce9 --- /dev/null +++ b/previews/PR51/concepts/fields/index.html @@ -0,0 +1,31 @@ + +Fields · Chmy.jl
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Fields

With a given grid that allows us to define each point uniquely in a high-dimensional space, we abstract the data values to be defined on the grid under the concept AbstractField. Following is the type tree of the abstract field and its derived data types.

Defining a multi-dimensional Field

Consider the following example, where we defined a variable grid of type Chmy.UniformGrid, similar as in the previous section Grids. We can now define physical properties on the grid.

When defining a scalar field Field on the grid, we need to specify the arrangement of the field values. These values can either be stored at the cell centers of each control volume Center() or on the cell vertices/faces Vertex().

# Define geometry, architecture..., a 2D grid
+grid = UniformGrid(arch; origin=(-lx/2, -ly/2), extent=(lx, ly), dims=(nx, ny))
+
+# Define pressure as a scalar field
+Pr = Field(backend, grid, Center())

With the methods VectorField and TensorField, we can construct 2-dimensional and 3-dimensional fields, with predefined locations for each field dimension on a staggered grid.

# Define velocity as a vector field on the 2D grid
+V = VectorField(backend, grid)
+
+# Define stress as a tensor field on the 2D grid
+τ = TensorField(backend, grid)

Use the function location to get the location of the field as a tuple. Vector and tensor fields are currently defined as NamedTuple's (likely to change in the future), so one could query the locations of individual components, e.g. location(V.x) or location(τ.xy)

Acquiring Locations on the Grid Cell

One could use a convenient getter for obtaining locations of variable on the staggered-grid. Such as Chmy.location(Pr) for scalar-valued pressure field and Chmy.location(τ.xx) for a tensor field.

Initialising Field

Chmy.jl provides functionality to set the values of the fields as a function of spatial coordinates:

C = Field(backend, grid, Center())
+
+# Set initial values of the field randomly
+set!(C, grid, (_, _) -> rand())
+
+# Set initial values to 2D Gaussian
+set!(C, grid, (x, y) -> exp(-x^2 - y^2))

A slightly more complex usage involves passing extra parameters to be used for initial conditions setup.

# Define a temperature field with values on cell centers
+T = Field(backend, grid, Center())
+
+# Function for setting up the initial conditions on T
+init_incl(x, y, x0, y0, r, in, out) = ifelse((x - x0)^2 + (y - y0)^2 < r^2, in, out)
+
+# Set up the initial conditions with parameters specified
+set!(T, grid, init_incl; parameters=(x0=0.0, y0=0.0, r=0.1lx, in=T0, out=Ta))

Defining a parameterized FunctionField

A field could also be represented in a parameterized way, having a function that associates a single number to every point in the space.

An object of the concrete type FunctionField can be initialized with its constructor. The constructor takes in

  1. A function func
  2. A grid
  3. A location tuple loc for specifying the distribution of variables

Optionally, one can also use the boolean variable discrete to indicate if the function field is typed Discrete or Continuous. Any additional parameters to be used in the function func can be passed to the optional parameter parameters.

Example: Creation of a parameterized function field

Followingly, we create a gravity variable that is two-dimensional and comprises of two parameterized FunctionField objects on a predefined uniform grid grid.

1. Define Functions that Parameterize the Field

In this step, we specify how the gravity field should be parameterized in x-direction and y-direction, with η as the additional parameter used in the parameterization.

# forcing terms
+ρgx(x, y, η) = -0.5 * η * π^2 * sin(0.5π * x) * cos(0.5π * y)
+ρgy(x, y, η) = 0.5 * η * π^2 * cos(0.5π * x) * sin(0.5π * y)

2. Define Locations for Variable Positioning

We specify the location on the fully-staggered grid as introduced in the Location on a Grid Cell section of the concept Grids.

vx_node = (Vertex(), Center())
+vy_node = (Center(), Vertex())

3. Define the 2D Gravity Field

By specifying the locations on which the parameterized field should be calculated, as well as concretizing the value η = η0 by passing it as the optional parameter parameters to the constructor, we can define the 2D gravity field:

η0 = 1.0
+gravity = (x=FunctionField(ρgx, grid, vx_node; parameters=η0),
+           y=FunctionField(ρgy, grid, vy_node; parameters=η0))

Defining Constant Fields

For completeness, we also provide an abstract type ConstantField, which comprises of a generic ValueField type, and two special types ZeroField, OneField allowing dispatch for special casess. With such a construct, we can easily define value fields properties and other parameters using constant values in a straightforward and readable manner. Moreover, explicit information about the grid on which the field should be defined can be abbreviated. For example:

# Defines a field with constant values 1.0
+field = Chmy.ValueField(1.0)

Alternatively, we could also use the OneField type, providing type information about the contents of the field.

# Defines a field with constant value 1.0
+onefield = Chmy.OneField{Float64}()

Notably, these two fields shall equal to each other as expected.

julia> field == onefield
+true
diff --git a/previews/PR51/concepts/grid_operators/index.html b/previews/PR51/concepts/grid_operators/index.html new file mode 100644 index 00000000..bdff19b7 --- /dev/null +++ b/previews/PR51/concepts/grid_operators/index.html @@ -0,0 +1,42 @@ + +Grid Operators · Chmy.jl
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Grid Operators

Chmy.jl currently supports various finite difference operators for fields defined in Cartesian coordinates. The table below summarizes the most common usage of grid operators, with the grid g::StructuredGrid and index I = @index(Global, Cartesian) defined and P = Field(backend, grid, location) is some field defined on the grid g.

Mathematical FormulationCode
$\frac{\partial}{\partial x} P$∂x(P, g, I)
$\frac{\partial}{\partial y} P$∂y(P, g, I)
$\frac{\partial}{\partial z} P$∂z(P, g, I)
$\nabla P$divg(P, g, I)

Computing the Divergence of a Vector Field

To illustrate the usage of grid operators, we compute the divergence of an vector field $V$ using the divg function. We first allocate memory for required fields.

V  = VectorField(backend, grid)
+∇V = Field(backend, grid, Center())
+# use set! to set up the initial vector field...

The kernel that computes the divergence needs to have the grid information passed as for other finite difference operators.

@kernel inbounds = true function update_∇!(V, ∇V, g::StructuredGrid, O)
+    I = @index(Global, Cartesian)
+    I = I + O
+    ∇V[I] = divg(V, g, I)
+end

The kernel can then be launched when required as we detailed in section Kernels.

launch(arch, grid, update_∇! => (V, ∇V, grid))

Masking

Masking allows selectively applying operations only where needed, allowing more flexible control over the grid operators and improving performance. Thus, by providing masked grid operators, we enable more flexible control over the domain on which the grid operators should be applied.

In the following example, we first define a mask ω on the 2D StructuredGrid. Then we specify to not mask the center area of all Vx, Vy nodes (accessible through ω.vc, ω.cv) on the staggered grid.

# define the mask
+ω = FieldMask2D(arch, grid) # with backend and grid geometry defined
+
+# define the initial inclusion
+r = 2.0
+init_inclusion = (x,y) -> ifelse(x^2 + y^2 < r^2, 1.0, 0.0)
+
+# mask all other entries other than the initial inclusion
+set!(ω.vc, grid, init_inclusion)
+set!(ω.cv, grid, init_inclusion)

We can then pass the mask to other grid operators when applying them within the kernel. When computing masked derivatives, a mask being the subtype of AbstractMask is premultiplied at the corresponding grid location for each operand:

@kernel function update_strain_rate!(ε̇, V, ω::AbstractMask, g::StructuredGrid, O)
+    I = @index(Global, Cartesian)
+    I = I + O
+    # with masks ω
+    ε̇.xx[I] = ∂x(V.x, ω, g, I)
+    ε̇.yy[I] = ∂y(V.y, ω, g, I)
+    ε̇.xy[I] = 0.5 * (∂y(V.x, ω, g, I) + ∂x(V.y, ω, g, I))
+end

The kernel can be launched as follows, with some launcher defined using launch = Launcher(arch, grid):

# define fields
+ε̇ = TensorField(backend, grid)
+V = VectorField(backend, grid)
+
+# launch kernel
+launch(arch, grid, update_strain_rate! => (ε̇, V, ω, grid))

Interpolation

Chmy.jl provides an interface itp which interpolates the field f from its location to the specified location to using the given interpolation rule r. The indices specify the position within the grid at location to:

itp(f, to, r, grid, I...)

Currently implemented interpolation rules are:

  • Linear() which implements rule(t, v0, v1) = v0 + t * (v1 - v0);
  • HarmonicLinear() which implements rule(t, v0, v1) = 1/(1/v0 + t * (1/v1 - 1/v0)).

Both rules are exposed as convenience wrapper functions lerp and hlerp, using Linear() and HarmonicLinear() rules, respectively:

lerp(f, to, grid, I...)  # implements itp(f, to, Linear(), grid, I...)
+hlerp(f, to, grid, I...) # implements itp(f, to, HarmonicLinear(), grid, I...)

In the following example, we use the linear interpolation wrapper lerp when interpolating nodal values of the density field ρ, defined on cell centres, i.e. having the location (Center(), Center()) to ρx and ρy, defined on cell interfaces in the x- and y- direction, respectively.

# define density ρ on cell centres
+ρ   = Field(backend, grid, Center())
+ρ0  = 3.0; set!(ρ, ρ0)
+
+# allocate memory for density on cell interfaces
+ρx = Field(backend, grid, (Vertex(), Center()))
+ρy = Field(backend, grid, (Center(), Vertex()))

The kernel interpolate_ρ! performs the actual interpolation and requires the grid information passed by g.

@kernel function interpolate_ρ!(ρ, ρx, ρy, g::StructuredGrid, O)
+    I = @index(Global, Cartesian)
+    I = I + O
+    # interpolate from cell centres to cell interfaces
+    ρx = lerp(ρ, location(ρx), g, I)
+    ρy = lerp(ρ, location(ρy), g, I)
+end
diff --git a/previews/PR51/concepts/grids/index.html b/previews/PR51/concepts/grids/index.html new file mode 100644 index 00000000..afb173da --- /dev/null +++ b/previews/PR51/concepts/grids/index.html @@ -0,0 +1,14 @@ + +Grids · Chmy.jl
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Grids

The choice of numerical grid used depends on the type of equations to be resolved and affects the discretization schemes used. The design of the Chmy.Grids module aims to provide a robust yet flexible user API in customizing the numerical grids used for spatial discretization.

We currently support grids with quadrilateral cells. An N-dimensional numerical grid contains N spatial dimensions, each represented by an axis.

Grid PropertiesDescriptionTunable Parameters
DimensionsThe grid can be N-dimensional by having N axes.AbstractAxis
Distribution of Nodal PointsThe grid can be regular (uniform distribution) or non-regular (irregular distribution).UniformAxis, FunctionAxis
Distribution of VariablesThe grid can be non-staggered (collocated) or staggered, affecting how variables are positioned within the grid.Center, Vertex

Axis

Objects of type AbstractAxis are building blocks of numerical grids. We can either define equidistant axes with UniformAxis, or parameterized axes with FunctionAxis.

Uniform Axis

To define a uniform axis, we need to provide:

  • Origin: The starting point of the axis.
  • Extent: The length of the section of the axis considered.
  • Cell Length: The length of each cell along the axis.

With the information above, an axis can be defined and incorporated into a spatial dimension. The spacing (with alias Δ) and inv_spacing (with alias iΔ) functions allow convenient access to the grid spacing (Δx/Δy/Δz) and its reciprocal, respectively.

Function Axis

As an alternative, one could also define a FunctionAxis object using a function that parameterizes the spacing of the axis, together with the length of the axis.

f = i -> ((i - 1) / 4)^1.5
+length = 4
+parameterized_axis = FunctionAxis(f, length)

Structured Grids

A common mesh structure that is used for the spatial discretization in the finite difference approach is a structured grid (concrete type StructuredGrid or its alias SG).

We provide a function UniformGrid for creating an equidistant StructuredGrid, that essentially boils down to having axes of type UniformAxis in each spatial dimension.

# with architecture as well as numerics lx/y/z and nx/y/z defined
+grid   = UniformGrid(arch;
+                    origin=(-lx/2, -ly/2, -lz/2),
+                    extent=(lx, ly, lz),
+                    dims=(nx, ny, nz))
Metal backend

If using the Metal backend, ensure to use Float32 (f0) element types in the origin and extent tuples when initialising the grid.

Interactive Grid Visualization

Location on a Grid Cell

In order to allow full control over the distribution of different variables on the grid, we provide a high-level abstraction of the property location on a grid cell with the abstract type Location. More concretely, a property location along a spatial dimension can be either of concrete type Center or Vertex on a structured grid.

We illustrate how to specify the location within a grid cell on a fully staggered uniform grid. The following 2D example also has ghost nodes illustrated that are located immediately outside the domain boundary.

In the following example, we zoom into a specific cell on a fully-staggered grid. By specifying for both x- and y-dimensions whether the node locates at the Center (C) or Vertex (V) along the respective axis, we can arrive in 4 categories of nodes on a 2D quadrilateral cell, which we refer to as "basic", "pressure", "Vx" and "Vy" nodes, following common practices.

If all variables are defined on basic nodes, specified by (V,V) locations, we have the simplest non-staggered collocated grid.

Dimensions of Fields on Structured Grids

With a structured grid defined that consists of nx = N cells horizontally and ny = M cells vertically, we have the following dimensions for fields associated with the grid.

Node TypeField DimensionLocation
Cell vertex$(N + 1) \times (M + 1)$(V, V)
X interface$(N + 1) \times M$(V, C)
Y interface$ N \times (M + 1)$(C, V)
Cell Center$N \times M$(C, C)

Connectivity of a StructuredGrid

Using the method connectivity(::SG{N,T,C}, ::Dim{D}, ::Side{S}), one can obtain the connectivity underlying a structured grid. If no special grid topology is provided, a default Bounded grid topology is used for the UniformGrid. Therefore, on a default UniformGrid, the following assertions hold:

julia> @assert connectivity(grid, Dim(1), Side(1)) isa Bounded "Left boundary is bounded"
+
+julia> @assert connectivity(grid, Dim(1), Side(2)) isa Bounded "Right boundary is bounded"
+
+julia> @assert connectivity(grid, Dim(2), Side(1)) isa Bounded "Upper boundary is bounded"
+
+julia> @assert connectivity(grid, Dim(2), Side(2)) isa Bounded "Lower boundary is bounded"
diff --git a/previews/PR51/concepts/kernels/index.html b/previews/PR51/concepts/kernels/index.html new file mode 100644 index 00000000..c7d41fa6 --- /dev/null +++ b/previews/PR51/concepts/kernels/index.html @@ -0,0 +1,48 @@ + +Kernels · Chmy.jl
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Kernels

The KernelAbstractions.jl package provides a macro-based dialect that hides the intricacies of vendor-specific GPU programming. It allows one to write hardware-agnostic kernels that can be instantiated and launched for different device backends without modifying the high-level code nor sacrificing performance.

In the following, we show how to write and launch kernels on various backends. We also explain the concept of a Launcher in Chmy.jl, that complements the default kernel launching, allowing us to hide the latency between the bulk of the computations and boundary conditions or MPI communications.

Writing Kernels

This section highlights some important features of KernelAbstractions.jl that are essential for understanding the high-level abstraction of the kernel concept that is used throughout our package. As it barely serves for illustrative purposes, for more specific examples, please refer to their documentation.

using KernelAbstractions
+
+# Define a kernel that performs element-wise operations on A
+@kernel function mul2!(A)
+    # use @index macro to obtain the global Cartesian index of the current work item.
+    I = @index(Global, Cartesian)
+    A[I] *= 2
+end

The kernel mul2! being defined using the @kernel macro, we can launch it on the desired backend to perform the element-wise operations on host.

# Define array and work group size
+A       = ones(1024, 1024)
+backend = get_backend(A) # CPU
+
+# Launch kernel and explicitly synchronize
+kernel = mul2!(backend)
+kernel(A, ndrange=size(A))
+KernelAbstractions.synchronize(backend)
+
+# Result assertion
+@assert(all(A .== 2.0) == true)

To launch the kernel on GPU devices, one could simply define A as CuArray, ROCArray or oneArray as detailed in the section "launching kernel on the backend". More fine-grained memory access is available using the @index macro as described here.

Thread Indexing

Thread indexing is essential for memory usage on GPU devices; however, it can quickly become cumbersome to figure out the thread index, especially when working with multi-dimensional grids of multi-dimensional blocks of threads. The performance of kernels can also depend significantly on access patterns.

In the example above, we saw the usage of I = @index(Global, Cartesian), which retrieves the global index of threads for the two-dimensional array A. Such powerful macros are provided by KernelAbstractions.jl for conveniently retrieving the desired index of threads.

The following table is non-exhaustive and provides a reference of commonly used terminology. Here, KernelAbstractions.@index is used for index retrieval, and KernelAbstractions.@groupsize is used for obtaining the dimensions of blocks of threads.

KernelAbstractionsCPUCUDAAMDGPU
@index(Local, Linear)mod(i, g)threadIdx().xworkitemIdx().x
@index(Local, Cartesian)[2]threadIdx().yworkitemIdx().y
@index(Local, Cartesian)[3]threadIdx().zworkitemIdx().z
@index(Group, Linear)i ÷ gblockIdx().xworkgroupIdx().x
@index(Group, Cartesian)[2]blockIdx().yworkgroupIdx().y
@groupsize()[3]blockDim().zworkgroupDim().z
@index(Global, Linear)iglobal index computation neededglobal index computation needed
@index(Global, Cartesian)[2]global index computation neededglobal index computation needed
@index(Global, NTuple)global index computation neededglobal index computation needed

The @index(Global, NTuple) returns a NTuple object, allowing more fine-grained memory control over the allocated arrays.

@kernel function memcpy!(a, b)
+    i, j = @index(Global, NTuple)
+    @inbounds a[i, j] = b[i, j]
+end

A tuple can be splatted with ... Julia operator when used to avoid explicitly using i, j indices.

@kernel function splatting_memcpy!(a, b)
+    I = @index(Global, NTuple)
+    @inbounds a[I...] = b[I...]
+end

Kernel Launcher

In Chmy.jl, the KernelLaunch module is designed to provide handy utilities for performing different grid operations on selected data entries of Fields that are involved at each kernel launch, in which the grid geometry underneath is also taken into account.

Followingly, we define a kernel launcher associated with an UniformGrid object, supporting CUDA backend.

# Define backend and geometry
+arch = Arch(CUDABackend())
+grid = UniformGrid(arch; origin=(-1, -1), extent=(2, 2), dims=(126, 126))
+
+# Define launcher
+launch = Launcher(arch, grid)

We also have two kernel functions compute_q! and update_C! defined, which shall update the fields q and C using grid operators (see section Grid Operators) ∂x, ∂y, divg that are anchored on some grid g accordingly.

@kernel inbounds = true function compute_q!(q, C, χ, g::StructuredGrid, O)
+    I = @index(Global, Cartesian)
+    I = I + O
+    q.x[I] = -χ * ∂x(C, g, I)
+    q.y[I] = -χ * ∂y(C, g, I)
+end
+
+@kernel inbounds = true function update_C!(C, q, Δt, g::StructuredGrid, O)
+    I = @index(Global, Cartesian)
+    I = I + O
+    C[I] -= Δt * divg(q, g, I)
+end

To spawn the kernel, we invoke the launcher using the launch function to perform the field update at each physical timestep, and specify desired boundary conditions for involved fields in the kernel.

# Define physics, numerics, geometry ...
+for it in 1:nt
+    # without boundary conditions
+    launch(arch, grid, compute_q! => (q, C, χ, grid))
+
+    # with Neumann boundary conditions and MPI exchange
+    launch(arch, grid, update_C! => (C, q, Δt, grid); bc=batch(grid, C => Neumann(); exchange=C))
+end
diff --git a/previews/PR51/developer_documentation/running_tests/index.html b/previews/PR51/developer_documentation/running_tests/index.html new file mode 100644 index 00000000..2893bab8 --- /dev/null +++ b/previews/PR51/developer_documentation/running_tests/index.html @@ -0,0 +1,8 @@ + +Running Tests · Chmy.jl
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Running Tests

CPU tests

To run the Chmy test suite on the CPU, simple run test from within the package mode or using Pkg:

julia> using Pkg
+
+julia> Pkg.test("Chmy")

GPU tests

To run the Chmy test suite on CUDA or ROC backend (Nvidia or AMD GPUs), respectively, run the tests using Pkg adding following test_args:

For CUDA backend (Nvidia GPUs):

julia> using Pkg
+
+julia> Pkg.test("Chmy"; test_args=["--backend=CUDA"])

For ROC backend (AMD GPUs):

julia> using Pkg
+
+julia> Pkg.test("Chmy"; test_args=["--backend=AMDGPU"])
diff --git a/previews/PR51/developer_documentation/workers/index.html b/previews/PR51/developer_documentation/workers/index.html new file mode 100644 index 00000000..0d0476cc --- /dev/null +++ b/previews/PR51/developer_documentation/workers/index.html @@ -0,0 +1,2 @@ + +Workers · Chmy.jl
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Workers

Task-based parallelism provides a highly abstract view for the program execution scheduling, although it may come with a performance overhead related to task creation and destruction. The overhead is currently significant when tasks are used to perform asynchronous operations on GPUs, where TLS context creation and destruction may be in the order of kernel execution time. Therefore, it may be desirable to have long-running tasks that do not get terminated immediately, but only when all queued subtasks (i.e. work units) are executed.

In Chmy.jl, we introduced the concept Worker for this purpose. A Worker is a special construct to extend the lifespan of a task created by Threads.@spawn. It possesses a Channel of subtasks to be executed on the current thread, where subtasks are submitted at construction time to the worker using put!.

With the help of the Worker, we can specify subtasks that need to be sequentially executed by enqueuing them to one Worker. Any work units that shall run in parallel should be put into separate workers instead.

Currently, we use Workers under the hood to hide the communications between computations. We split the computational domain into inner part, containing the bulk of the grid points, and thin outer part. We launch the same kernels processing the inner and outer parts in different Julia tasks. When the outer part completes, we launch the non-blocking MPI communication. Workers are a stateful representation of the long-running computation, needed to avoid significant overhead of creating a new task-local state each time a communication is performed.

diff --git a/previews/PR51/examples/overview/index.html b/previews/PR51/examples/overview/index.html new file mode 100644 index 00000000..92f4fc43 --- /dev/null +++ b/previews/PR51/examples/overview/index.html @@ -0,0 +1,2 @@ + +Examples Overview · Chmy.jl
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Examples Overview

This page provides an overview of Chmy.jl examples. These selected examples demonstrate how Chmy.jl can be used to solve various numerical problems using architecture-agnostic kernels both on a single-device and in a distributed way.

Table of Contents

ExampleDescription
Diffusion 2DSolving the 2D diffusion equation on a uniform grid.
Diffusion 2D with MPISolving the 2D diffusion equation on a uniform grid and distributed parallelisation using MPI.
Single-Device Performance OptimisationRevisiting the 2D diffusion problem with focus on performance optimisation techniques on a single-device architecture.
Stokes 2D with MPISolving the 2D Stokes equation with thermal coupling on a uniform grid.
Stokes 3D with MPISolving the 3D Stokes equation with thermal coupling on a uniform grid and distributed parallelisation using MPI.
Diffusion 1D with MetalSolving the 1D diffusion equation using the Metal backend and single precision (Float32) on a uniform grid.
2D Grid VisualizationVisualization of a 2D StructuredGrid.
3D Grid VisualizationVisualization of a 3D StructuredGrid.
diff --git a/previews/PR51/getting_started/index.html b/previews/PR51/getting_started/index.html new file mode 100644 index 00000000..2775b145 --- /dev/null +++ b/previews/PR51/getting_started/index.html @@ -0,0 +1,71 @@ + +Getting Started with Chmy.jl · Chmy.jl
GitHub

Getting Started with Chmy.jl

Chmy.jl is a backend-agnostic toolkit for finite difference computations on multi-dimensional computational staggered grids. In this introductory tutorial, we will showcase the essence of Chmy.jl by solving a simple 2D diffusion problem. The full code of the tutorial material is available under diffusion_2d.jl.

Basic Diffusion

The diffusion equation is a second order parabolic PDE, here for a multivariable function $C(x,y,t)$ that represents the field being diffused (such as the temperature or the concentration of a chemical component in a solution) showing derivatives in both temporal $\partial t$ and spatial $\partial x$ dimensions, where $\chi$ is the diffusion coefficient. In 2D we have the following formulation for the diffusion process:

\[\begin{equation} +\frac{\partial C}{\partial t} = \chi \left( \frac{\partial^2 C}{\partial x^2} + \frac{\partial^2 C}{\partial y^2} \right). +\end{equation}\]

Introducing the diffusion flux $q$, we can rewrite equation (1) as a system of two PDEs, consisting of equations (2) and (3).

\[\begin{equation} +\boldsymbol{q} = -\chi \nabla C~, +\end{equation}\]

\[\begin{equation} +\frac{\partial C}{\partial t} = - \nabla \cdot \boldsymbol{q}~. +\end{equation}\]

Boundary Conditions

Generally, partial differential equations (PDEs) require initial or boundary conditions to ensure a unique and stable solution. For the field C, a Neumann boundary condition is given by:

\[\begin{equation} +\frac{\partial C}{\partial \boldsymbol{n}} = g(x, y, t) +\end{equation}\]

where $\frac{\partial C}{\partial \boldsymbol{n}}$ is the derivative of C normal to the boundary, and $g(x, y, t)$ is a given function. In this tutorial example, we consider a homogeneous Neumann boundary condition, $g(x, y, t) = 0$, which implies that there is no flux across the boundary.

Using Chmy.jl for Backend Portable Implementation

As the first step, we need to load the main module and any necessary submodules of Chmy.jl. Moreover, we use KernelAbstractions.jl for writing backend-agnostic kernels that are compatible with Chmy.jl.

using Chmy
+using KernelAbstractions # for backend-agnostic kernels
+using Printf, CairoMakie # for I/O and plotting
+# using CUDA
+# using AMDGPU
+# using Metal

In this introductory tutorial, we will use the CPU backend for simplicity:

backend = CPU()
+arch = Arch(backend)

If a different backend is desired, one needs to load the relevant package accordingly. For example, if Nvidia or AMD GPUs are available, one can comment out using CUDA, using AMDGPU or using Metal and make sure to use arch = Arch(CUDABackend()), arch = Arch(ROCBackend()) or arch = Arch(MetalBackend()), respectively, when selecting the architecture. For further information about executing on a single-device or multi-device architecture, see the documentation section for Architectures.

Metal backend

Metal backend restricts floating point arithmetic precision of computations to Float32 or lower. In Chmy, this can be achieved by initialising the grid object using Float32 (f0) elements in the origin and extent tuples.

Writing & Launch Compute Kernels

We want to solve the system of equations (2) & (3) numerically. We will use the explicit forward Euler method for temporal discretization and finite-differences for spatial discretization. Accordingly, the kernels for performing the arithmetic operations for each time step can be defined as follows:

@kernel inbounds = true function compute_q!(q, C, χ, g::StructuredGrid, O)
+    I = @index(Global, Cartesian)
+    I = I + O
+    q.x[I] = -χ * ∂x(C, g, I)
+    q.y[I] = -χ * ∂y(C, g, I)
+end
@kernel inbounds = true function update_C!(C, q, Δt, g::StructuredGrid, O)
+    I = @index(Global, Cartesian)
+    I = I + O
+    C[I] -= Δt * divg(q, g, I)
+end
Non-Cartesian indices

Besides using Cartesian indices, more standard indexing works as well, using NTuple. For example, update_C! will become:

@kernel inbounds = true function update_C!(C, q, Δt, g::StructuredGrid, O)
+    ix, iy = @index(Global, NTuple)
+    (ix, iy) = (ix, iy) + O
+    C[ix, iy] -= Δt * divg(q, g, ix, iy)
+end

where the dimensions could be abstracted by splatting the returned index (I...):

@kernel inbounds = true function update_C!(C, q, Δt, g::StructuredGrid, O)
+    I = @index(Global, NTuple)
+    I = I + O
+    C[I...] -= Δt * divg(q, g, I...)
+end

Model Setup

The diffusion model that we solve should contain the following model setup

# geometry
+grid   = UniformGrid(arch; origin=(-1, -1), extent=(2, 2), dims=(126, 126))
+launch = Launcher(arch, grid)
+
+# physics
+χ = 1.0
+
+# numerics
+Δt = minimum(spacing(grid))^2 / χ / ndims(grid) / 2.1

In the 2D problem only three physical fields, the field C and the diffusion flux q in x- and y-dimension are evolving with time. We define these fields on different locations on the staggered grid (more see Grids).

# allocate fields
+C = Field(backend, grid, Center())
+q = VectorField(backend, grid)

We randomly initialized the entries of C field and finished the initial model setup. One can refer to the section Fields for setting up more complex initial conditions.

# initial conditions
+set!(C, grid, (_, _) -> rand())
+bc!(arch, grid, C => Neumann(); exchange=C)

You should get a result like in the following plot.

fig = Figure()
+ax  = Axis(fig[1, 1];
+           aspect = DataAspect(),
+           xlabel = "x", ylabel = "y",
+           title = "it = 0")
+plt = heatmap!(ax, centers(grid)..., interior(C) |> Array;
+               colormap = :turbo)
+Colorbar(fig[1, 2], plt)
+display(fig)
+ +

Solving Time-dependent Problem

We are resolving a time-dependent problem, so we explicitly advance our solution within a time loop, specifying the number of iterations (or time steps) we desire to perform. The action that takes place within the time loop is the variable update that is performed by the compute kernels compute_q! and update_C!, accompanied by the imposing the Neumann boundary condition on the C field.

# action
+nt = 100
+for it in 1:nt
+    @printf("it = %d/%d \n", it, nt)
+    launch(arch, grid, compute_q! => (q, C, χ, grid))
+    launch(arch, grid, update_C! => (C, q, Δt, grid); bc=batch(grid, C => Neumann(); exchange=C))
+end

After running the simulation, you should see something like this, here the final result at it = 100 for the field C is plotted:

fig = Figure()
+ax  = Axis(fig[1, 1];
+           aspect = DataAspect(),
+           xlabel = "x", ylabel = "y",
+           title = "it = 100")
+plt = heatmap!(ax, centers(grid)..., interior(C) |> Array;
+               colormap = :turbo)
+Colorbar(fig[1, 2], plt)
+display(fig)
+ +
diff --git a/previews/PR51/index.html b/previews/PR51/index.html new file mode 100644 index 00000000..60d2ae8e --- /dev/null +++ b/previews/PR51/index.html @@ -0,0 +1,4 @@ + +Home · Chmy.jl
GitHub

Chmy.jl

Chmy.jl (pronounce tsh-mee) is a backend-agnostic toolkit for finite difference computations on multi-dimensional computational staggered grids. Chmy.jl features task-based distributed memory parallelisation capabilities.

Installation

To install Chmy.jl, one can simply add it using the Julia package manager:

julia> using Pkg
+
+julia> Pkg.add("Chmy")

After the package is installed, one can load the package by using:

julia> using Chmy
Install from a Specific Branch

For developers and advanced users, one might want to use the implementation of Chmy.jl from a specific branch by specifying the url. In the following code snippet, we do this by explicitly specifying to use the current implementation that is available under the main branch:

julia> using Pkg; Pkg.add(url="https://github.com/PTsolvers/Chmy.jl#main")

Feature Summary

Chmy.jl provides a comprehensive framework for handling complex computational tasks on structured grids, leveraging both single and multi-device architectures. It seamlessly integrates with Julia's powerful parallel and concurrent programming capabilities, making it suitable for a wide range of scientific and engineering applications.

A general list of the features is:

  • Backend-agnostic capabilities leveraging KernelAbstractions.jl
  • Distributed computing support with MPI.jl
  • Multi-dimensional, parametrisable discrete and continuous fields on structured grids
  • High-level interface for specifying boundary conditions with automatic batching for performance
  • Finite difference and interpolation operators on discrete fields
  • Extensibility; The package is written in pure Julia, so adding new functions, simplification rules, and model transformations has no barrier

Funding

The development of this package is supported by the GPU4GEO PASC project. More information about the GPU4GEO project can be found on the GPU4GEO website.

diff --git a/previews/PR51/lib/modules/index.html b/previews/PR51/lib/modules/index.html new file mode 100644 index 00000000..39865406 --- /dev/null +++ b/previews/PR51/lib/modules/index.html @@ -0,0 +1,5 @@ + +Modules · Chmy.jl
GitHub

Modules

Grids

Chmy.Grids.AbstractAxis — Type
abstract type AbstractAxis{T}

Abstract type representing an axis in a grid, where the axis is parameterized by the type T of the coordinates.

source
Chmy.Grids.Center — Type
struct Center <: Location

The Center struct represents a location at the center along a dimension of a grid cell.

source
Chmy.Grids.UniformGrid — Method
UniformGrid(arch; origin, extent, dims, topology=nothing)

Constructs a uniform grid with specified origin, extent, dimensions, and topology.

Arguments

  • arch::Architecture: The associated architecture.
  • origin::NTuple{N,Number}: The origin of the grid.
  • extent::NTuple{N,Number}: The extent of the grid.
  • dims::NTuple{N,Integer}: The dimensions of the grid.
  • topology=nothing: The topology of the grid. If not provided, a default Bounded topology is used.
source
Chmy.Grids.Vertex — Type
struct Vertex <: Location

The Vertex struct represents a location at the vertex along a dimension of a grid cell.

source
Chmy.Grids.axis — Method
axis(grid, dim::Dim)

Return the axis corresponding to the spatial dimension dim.

source
Chmy.Grids.bounds — Method
bounds(grid, loc, [dim::Dim])

Return the bounds of a structured grid at the specified location(s).

source
Chmy.Grids.connectivity — Method
connectivity(grid, dim::Dim, side::Side)

Return the connectivity of the structured grid grid for the given dimension dim and side side.

source
Chmy.Grids.coord — Method
coord(grid, loc, I...)

Return a tuple of spatial coordinates of a grid point at location loc and indices I.

For vertex locations, first grid point is at the origin. For center locations, first grid point at half-spacing distance from the origin.

source
Chmy.Grids.extent — Method
extent(grid, loc, [dim::Dim])

Return the extent of a structured grid at the specified location(s).

source
Chmy.Grids.iΔ — Function
iΔ

Alias for the inv_spacing method that returns the reciprocal of the spacing between grid points.

source
Chmy.Grids.origin — Method
origin(grid, loc, [dim::Dim])

Return the origin of a structured grid at the specified location(s).

source
Chmy.Grids.spacing — Method
spacing(grid, loc, I...)

Return a tuple of grid spacings at location loc and indices I.

source
Chmy.Grids.Δ — Function
Δ

Alias for the spacing method that returns the spacing between grid points.

source

Architectures

Chmy.Architectures.Arch — Method
Arch(backend::Backend; device_id::Integer=1)

Create an architecture object for the specified backend and device.

Arguments

  • backend: The backend to use for computation.
  • device_id=1: The ID of the device to use.
source
Chmy.Architectures.activate! — Method
activate!(arch::SingleDeviceArchitecture; priority=:normal)

Activate the given architecture on the specified device and set the priority of the backend. For the priority accepted values are :normal, :low and :high.

source

Fields

Chmy.Fields.AbstractField — Type
abstract type AbstractField{T,N,L} <: AbstractArray{T,N}

Abstract type representing a field with data type T, number of dimensions N, location L where the field should be defined on.

See also: abstract type ConstantField

source
Chmy.Fields.Field — Type
struct Field{T,N,L,H,A} <: AbstractField{T,N,L}

Field represents a discrete scalar field with specified type, number of dimensions, location, and halo size.

source
Chmy.Fields.Field — Method
Field(arch::Architecture, args...; kwargs...)

Create a Field object on the specified architecture.

Arguments:

  • arch::Architecture: The architecture for which to create the Field.
  • args...: Additional positional arguments to pass to the Field constructor.
  • kwargs...: Additional keyword arguments to pass to the Field constructor.
source
Chmy.Fields.Field — Method
Field(backend, grid, loc, type=eltype(grid); halo=1)

Constructs a field on a structured grid at the specified location.

Arguments:

  • backend: The backend to use for memory allocation.
  • grid: The structured grid on which the field is constructed.
  • loc: The location or locations on the grid where the field is constructed.
  • type: The element type of the field. Defaults to the element type of the grid.
  • halo: The halo size for the field. Defaults to 1.
source
Chmy.Fields.FunctionField — Type
FunctionField <: AbstractField

Continuous or discrete field with values computed at runtime.

Constructors

  • FunctionField(func, grid, loc; [discrete], [parameters]): Create a new FunctionField object.
source
Chmy.Fields.FunctionField — Method
FunctionField(func::F, grid::StructuredGrid{N}, loc; discrete=false, parameters=nothing) where {F,N}

Create a FunctionField on the given grid using the specified function func.

Arguments:

  • func::F: The function used to generate the field values.
  • grid::StructuredGrid{N}: The structured grid defining the computational domain.
  • loc: The nodal location on the grid grid where the function field is defined on.
  • discrete::Bool=false: A flag indicating whether the field should be discrete. Defaults to false.
  • parameters=nothing: Additional parameters to be used by the function. Defaults to nothing.
source
Chmy.Fields.TensorField — Method
TensorField(backend::Backend, grid::StructuredGrid{2}, args...; kwargs...)

Create a 2D tensor field in the form of a named tuple on the given grid using the specified backend, with components xx, yy, and xy each being a Field.

Arguments:

  • backend::Backend: The backend to be used for computation.
  • grid::StructuredGrid{2}: The 2D structured grid defining the computational domain.
  • args...: Additional positional arguments to pass to the Field constructor.
  • kwargs...: Additional keyword arguments to pass to the Field constructor.
source
Chmy.Fields.TensorField — Method
TensorField(backend::Backend, grid::StructuredGrid{3}, args...; kwargs...)

Create a 3D tensor field in the form of a named tuple on the given grid using the specified backend, with components xx, yy, zz, xy, xz, and yz each being a Field.

Arguments:

  • backend::Backend: The backend to be used for computation.
  • grid::StructuredGrid{3}: The 3D structured grid defining the computational domain.
  • args...: Additional positional arguments to pass to the Field constructor.
  • kwargs...: Additional keyword arguments to pass to the Field constructor.
source
Chmy.Fields.VectorField — Method
VectorField(backend::Backend, grid::StructuredGrid{N}, args...; kwargs...) where {N}

Create a vector field in the form of a NamedTuple on the given grid using the specified backend. With each component being a Field.

Arguments:

  • backend::Backend: The backend to be used for computation.
  • grid::StructuredGrid{N}: The structured grid defining the computational domain.
  • args...: Additional positional arguments to pass to the Field constructor.
  • kwargs...: Additional keyword arguments to pass to the Field constructor.
source
Chmy.Fields.interior — Method
interior(f::Field; with_halo=false)

Displays the field on the interior of the grid on which it is defined on. One could optionally specify to display the halo regions on the grid with with_halo=true.

source
Chmy.Fields.set! — Method
set!(f::Field, A::AbstractArray)

Set the elements of the Field f using the values from the AbstractArray A.

Arguments:

  • f::Field: The Field object to be modified.
  • A::AbstractArray: The array whose values are to be copied to the Field.
source
Chmy.Fields.set! — Method
set!(f::Field, other::AbstractField)

Set the elements of the Field f using the values from another AbstractField other.

Arguments:

  • f::Field: The destination Field object to be modified.
  • other::AbstractField: The source AbstractField whose values are to be copied to f.
source
Chmy.Fields.set! — Method
set!(f::Field, val::Number)

Set all elements of the Field f to the specified numeric value val.

Arguments:

  • f::Field: The Field object to be modified.
  • val::Number: The numeric value to set in the Field.
source

Grid Operators

Chmy.GridOperators.AbstractMask — Type
abstract type AbstractMask{T,N}

Abstract type representing the data transformation to be performed on elements in a field of dimension N, where each element is of typeT.

source
Chmy.GridOperators.InterpolationRule — Type
abstract type InterpolationRule

A type representing an interpolation rule that specifies how the interpolant f should be reconstructed using a data set on a given grid.

source
Chmy.GridOperators.hlerp — Method
hlerp(f, to, grid, I...)

Interpolate a field f to location to using harmonic linear interpolation rule.

rule(t, v0, v1) = 1/(1/v0 + t * (1/v1 - 1/v0))

source
Chmy.GridOperators.itp — Method
itp(f, to, r, grid, I...)

Interpolates the field f from its current location to the specified location(s) to using the given interpolation rule r. The indices specify the position within the grid at location(s) to.

source

Boundary Conditions

Chmy.BoundaryConditions.bc! — Method
bc!(arch::Architecture, grid::StructuredGrid, batch::BatchSet)

Apply boundary conditions using a batch set batch containing an AbstractBatch per dimension per side of grid.

Arguments

  • arch: The architecture.
  • grid: The grid.
  • batch:: The batch set to apply boundary conditions to.
source

Kernel launcher

Chmy.KernelLaunch.Launcher — Method
Launcher(arch, grid; outer_width=nothing)

Constructs a Launcher object configured based on the input parameters.

Arguments:

  • arch: The associated architecture.
  • grid: The grid defining the computational domain.
  • outer_width: Optional parameter specifying outer width.
Warning

worksize for the last dimension N takes into account only last outer width W[N], N-1 uses W[N] and W[N-1], N-2 uses W[N], W[N-1], and W[N-2].

source
Chmy.KernelLaunch.Launcher — Method
(launcher::Launcher)(arch::Architecture, grid, kernel_and_args::Pair{F,Args}; bc=nothing, async=false) where {F,Args}

Launches a computational kernel using the specified arch, grid, kernel_and_args, and optional boundary conditions (bc).

Arguments:

  • arch::Architecture: The architecture on which to execute the computation.
  • grid: The grid defining the computational domain.
  • kernel_and_args::Pair{F,Args}: A pair consisting of the computational kernel F and its arguments Args.
  • bc=nothing: Optional boundary conditions for the computation.
  • async=false: If true, launches the kernel asynchronously.
Warning
  • arch should be compatible with the Launcher's architecture.
  • If bc is nothing, the kernel is launched without boundary conditions.
  • If async is false (default), the function waits for the computation to complete before returning.
source

Distributed

Chmy.Distributed.CartesianTopology — Method
CartesianTopology(comm, dims)

Create an N-dimensional Cartesian topology using base MPI communicator comm with dimensions dims. If all entries in dims are not equal to 0, the product of dims should be equal to the total number of MPI processes MPI.Comm_size(comm). If any (or all) entries of dims are 0, the dimensions in the corresponding spatial directions will be picked automatically.

source
Chmy.Distributed.StackAllocator — Type
mutable struct StackAllocator

Simple stack (a.k.a. bump/arena) allocator. Maintains an internal buffer that grows dynamically if the requested allocation exceeds current buffer size.

source
Base.resize! — Method
resize!(sa::StackAllocator, sz::Integer)

Resize the StackAllocator's buffer to capacity of sz bytes. This method will throw an error if any arrays were already allocated using this allocator.

source
Chmy.Architectures.Arch — Method
Architectures.Arch(backend::Backend, comm::MPI.Comm, dims; device_id=nothing)

Create a distributed Architecture using backend backend and comm. For GPU backends, device will be selected automatically based on a process id within a node, unless specified by device_id.

Arguments

  • backend::Backend: The backend to use for the architecture.
  • comm::MPI.Comm: The MPI communicator to use for the architecture.
  • dims: The dimensions of the architecture.

Keyword Arguments

  • device_id: The ID of the device to use. If not provided, the shared rank of the topology plus one is used.
source
Chmy.Architectures.activate! — Method
activate!(arch::DistributedArchitecture; kwargs...)

Activate the given DistributedArchitecture by delegating to the child architecture, and pass through any keyword arguments. For example, the priority can be set with accepted values being :normal, :low, and :high.

source
Chmy.Architectures.get_device — Method
get_device(arch::DistributedArchitecture)

Get the device associated with a DistributedArchitecture by delegating to the child architecture.

source
Chmy.BoundaryConditions.bc! — Method
BoundaryConditions.bc!(side::Side, dim::Dim,
+                            arch::DistributedArchitecture,
+                            grid::StructuredGrid,
+                            batch::ExchangeBatch; kwargs...)

Apply boundary conditions on a distributed grid with halo exchange performed internally.

Arguments

  • side: The side of the grid where the halo exchange is performed.
  • dim: The dimension along which the halo exchange is performed.
  • arch: The distributed architecture used for communication.
  • grid: The structured grid on which the halo exchange is performed.
  • batch: The batch set to apply boundary conditions to.
source
Chmy.Distributed.allocate — Function
allocate(sa::StackAllocator, T::DataType, dims, [align=sizeof(T)])

Allocate a buffer of type T with dimensions dims using a stack allocator. The align parameter specifies the alignment of the buffer elements.

Arguments

  • sa::StackAllocator: The stack allocator object.
  • T::DataType: The data type of the requested allocation.
  • dims: The dimensions of the requested allocation.
  • align::Integer: The alignment of the allocated buffer in bytes.
Warning

Arrays allocated with StackAllocator are not managed by Julia runtime. User is responsible for ensuring correct lifetimes, i.e., that the reference to allocator outlives all arrays allocated using this allocator.

source
Chmy.Distributed.exchange_halo! — Method
exchange_halo!(side::Side, dim::Dim, arch, grid, fields...; async=false)

Perform halo exchange communication between neighboring processes in a distributed architecture.

Arguments

  • side: The side of the grid where the halo exchange is performed.
  • dim: The dimension along which the halo exchange is performed.
  • arch: The distributed architecture used for communication.
  • grid: The structured grid on which the halo exchange is performed.
  • fields...: The fields to be exchanged.

Optional Arguments

  • async=false: Whether to perform the halo exchange asynchronously.
source
Chmy.Distributed.exchange_halo! — Method
exchange_halo!(arch, grid, fields...)

Perform halo exchange for the given architecture, grid, and fields.

Arguments

  • arch: The distributed architecture to perform halo exchange on.
  • grid: The structured grid on which halo exchange is performed.
  • fields: The fields on which halo exchange is performed.
source
Chmy.Distributed.gather! — Method
gather!(arch, dst, src::Field; kwargs...)

Gather the interior of a field src into a global array dst on the CPU.

source
Chmy.Distributed.gather! — Method
gather!(dst, src, comm::MPI.Comm; root=0)

Gather local array src into a global array dst. Size of the global array size(dst) should be equal to the product of the size of a local array size(src) and the dimensions of a Cartesian communicator comm. The array will be gathered on the process with id root (root=0 by default). Note that the memory for a global array should be allocated only on the process with id root, on other processes dst can be set to nothing.

source
Chmy.Distributed.has_neighbor — Method
has_neighbor(topo, dim, side)

Returns true if there a neighbor process in spatial direction dim on the side side, or false otherwise.

source
Chmy.Distributed.neighbor — Method
neighbor(topo, dim, side)

Returns id of a neighbor process in spatial direction dim on the side side, if this neighbor exists, or MPI.PROC_NULL otherwise.

source
Chmy.Distributed.neighbors — Method
neighbors(topo)

Neighbors of a current process.

Returns tuple of ranks of the two immediate neighbors in each spatial direction, or MPI.PROC_NULL if there is no neighbor on a corresponding side.

source
Chmy.Distributed.reset! — Method
reset!(sa::StackAllocator)

Reset the stack allocator by resetting the pointer. Doesn't free the internal memory buffer.

source
KernelAbstractions.get_backend — Method
get_backend(arch::DistributedArchitecture)

Get the backend associated with a DistributedArchitecture by delegating to the child architecture.

source

Workers

Chmy.Workers.Worker — Type
Worker

A worker that performs tasks asynchronously.

Constructor

Worker{T}(; [setup], [teardown]) where {T}

Constructs a new Worker object.

Arguments

  • setup: A function to be executed before the worker starts processing tasks. (optional)
  • teardown: A function to be executed after the worker finishes processing tasks. (optional)
source
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Therefore, it may be desirable to have long-running tasks that do not get terminated immediately, but only when all queued subtasks (i.e. work units) are executed.","category":"page"},{"location":"developer_documentation/workers/","page":"Workers","title":"Workers","text":"In Chmy.jl, we introduced the concept Worker for this purpose. A Worker is a special construct to extend the lifespan of a task created by Threads.@spawn. It possesses a Channel of subtasks to be executed on the current thread, where subtasks are submitted at construction time to the worker using put!.","category":"page"},{"location":"developer_documentation/workers/","page":"Workers","title":"Workers","text":"With the help of the Worker, we can specify subtasks that need to be sequentially executed by enqueuing them to one Worker. Any work units that shall run in parallel should be put into separate workers instead.","category":"page"},{"location":"developer_documentation/workers/","page":"Workers","title":"Workers","text":"Currently, we use Workers under the hood to hide the communications between computations. We split the computational domain into inner part, containing the bulk of the grid points, and thin outer part. We launch the same kernels processing the inner and outer parts in different Julia tasks. When the outer part completes, we launch the non-blocking MPI communication. Workers are a stateful representation of the long-running computation, needed to avoid significant overhead of creating a new task-local state each time a communication is performed.","category":"page"},{"location":"concepts/bc/#Boundary-Conditions","page":"Boundary Conditions","title":"Boundary Conditions","text":"","category":"section"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"Using Chmy.jl, we aim to study partial differential equations (PDEs) arising from physical or engineering problems. Additional initial and/or boundary conditions are necessary for the model problem to be well-posed, ensuring the existence and uniqueness of a stable solution.","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"We provide a small overview for boundary conditions that one often encounters. In the following, we consider the unknown function u Omega mapsto mathbbR defined on some bounded computational domain Omega subset mathbbR^d in a d-dimensional space. With the domain boundary denoted by partial Omega, we have some function g partial Omega mapsto mathbbR prescribed on the boundary.","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"Type Form Example\nDirichlet u = g on partial Omega In fluid dynamics, the no-slip condition for viscous fluids states that at a solid boundary the fluid has zero velocity relative to the boundary.\nNeumann partial_boldsymboln u = g on partial Omega, where boldsymboln is the outer normal vector to Omega It specifies the values in which the derivative of a solution is applied within the boundary of the domain. An application in thermodynamics is a prescribed heat flux through the boundary\nRobin u + alpha partial_nu u = g on partial Omega, where alpha in mathbbR. Also called impedance boundary conditions from their application in electromagnetic problems","category":"page"},{"location":"concepts/bc/#Applying-Boundary-Conditions-with-bc!()","page":"Boundary Conditions","title":"Applying Boundary Conditions with bc!()","text":"","category":"section"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"In the following, we describe the syntax in Chmy.jl for launching kernels that impose boundary conditions on some field that is well-defined on a grid with backend specified through arch.","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"For Dirichlet and Neumann boundary conditions, they are referred to as homogeneous if g = 0, otherwise they are non-homogeneous if g = v holds, for some vin mathbbR.","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":" Homogeneous Non-homogeneous\nDirichlet on partial Omega bc!(arch, grid, field => Dirichlet()) bc!(arch, grid, field => Dirichlet(v))\nNeumann on partial Omega bc!(arch, grid, field => Neumann()) bc!(arch, grid, field => Neumann(v))","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"Note that the syntax shown in the table above is a fused expression of both specifying and applying the boundary conditions.","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"warning: $\\partial \\Omega$ Refers to the Entire Domain Boundary!\nBy specifying field to a single boundary condition, we impose the boundary condition on the entire domain boundary by default. See the section for \"Mixed Boundary Conditions\" below for specifying different BC on different parts of the domain boundary.","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"Alternatively, one could also define the boundary conditions beforehand using batch() provided the grid information as well as the field variable. This way the boundary condition to be prescibed is precomputed.","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"# pre-compute batch\nbt = batch(grid, field => Neumann()) # specify Neumann BC for the variable `field`\nbc!(arch, grid, bt) # apply the boundary condition","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"In the script batcher.jl, we provide a MWE using both fused and precomputed expressions for BC update.","category":"page"},{"location":"concepts/bc/#Specifying-BC-within-a-launch","page":"Boundary Conditions","title":"Specifying BC within a launch","text":"","category":"section"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"When using launch to specify the execution of a kernel (more see section Kernels), one can pass the specified boundary condition(s) as an optional parameter using batch, provided the grid information of the discretized space. This way we can gain efficiency from making good use of already cached values.","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"In the 2D diffusion example as introduced in the tutorial \"Getting Started with Chmy.jl\", we need to update the temperature field C at k-th iteration using the values of heat flux q and physical time step size Δt from (k-1)-th iteration. When launching the kernel update_C! with launch, we simultaneously launch the kernel for the BC update using:","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"launch(arch, grid, update_C! => (C, q, Δt, grid); bc=batch(grid, C => Neumann(); exchange=C))","category":"page"},{"location":"concepts/bc/#Mixed-Boundary-Conditions","page":"Boundary Conditions","title":"Mixed Boundary Conditions","text":"","category":"section"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"In the code example above, by specifying boundary conditions using syntax such as field => Neumann(), we essentially launch a kernel that impose the Neumann boundary condition on the entire domain boundary partial Omega. More often, one may be interested in prescribing different boundary conditions on different parts of partial Omega.","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"The following figure showcases a 2D square domain Omega with different boundary conditions applied on each side:","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"The top boundary (red) is a Dirichlet boundary condition where u = a.\nThe bottom boundary (blue) is also a Dirichlet boundary condition where u = b.\nThe left and right boundaries (green) are Neumann boundary conditions where fracpartial upartial y = 0.","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"To launch a kernel that satisfies these boundary conditions in Chmy.jl, you can use the following code:","category":"page"},{"location":"concepts/bc/","page":"Boundary Conditions","title":"Boundary Conditions","text":"bc!(arch, grid, field => (x = Neumann(), y = (Dirichlet(b), Dirichlet(a))))","category":"page"},{"location":"concepts/kernels/#Kernels","page":"Kernels","title":"Kernels","text":"","category":"section"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"The KernelAbstractions.jl package provides a macro-based dialect that hides the intricacies of vendor-specific GPU programming. It allows one to write hardware-agnostic kernels that can be instantiated and launched for different device backends without modifying the high-level code nor sacrificing performance.","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"In the following, we show how to write and launch kernels on various backends. We also explain the concept of a Launcher in Chmy.jl, that complements the default kernel launching, allowing us to hide the latency between the bulk of the computations and boundary conditions or MPI communications.","category":"page"},{"location":"concepts/kernels/#Writing-Kernels","page":"Kernels","title":"Writing Kernels","text":"","category":"section"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"This section highlights some important features of KernelAbstractions.jl that are essential for understanding the high-level abstraction of the kernel concept that is used throughout our package. As it barely serves for illustrative purposes, for more specific examples, please refer to their documentation.","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"using KernelAbstractions\n\n# Define a kernel that performs element-wise operations on A\n@kernel function mul2!(A)\n # use @index macro to obtain the global Cartesian index of the current work item.\n I = @index(Global, Cartesian)\n A[I] *= 2\nend","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"The kernel mul2! being defined using the @kernel macro, we can launch it on the desired backend to perform the element-wise operations on host.","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"# Define array and work group size\nA = ones(1024, 1024)\nbackend = get_backend(A) # CPU\n\n# Launch kernel and explicitly synchronize\nkernel = mul2!(backend)\nkernel(A, ndrange=size(A))\nKernelAbstractions.synchronize(backend)\n\n# Result assertion\n@assert(all(A .== 2.0) == true)","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"To launch the kernel on GPU devices, one could simply define A as CuArray, ROCArray or oneArray as detailed in the section \"launching kernel on the backend\". More fine-grained memory access is available using the @index macro as described here.","category":"page"},{"location":"concepts/kernels/#Thread-Indexing","page":"Kernels","title":"Thread Indexing","text":"","category":"section"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"Thread indexing is essential for memory usage on GPU devices; however, it can quickly become cumbersome to figure out the thread index, especially when working with multi-dimensional grids of multi-dimensional blocks of threads. The performance of kernels can also depend significantly on access patterns.","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"In the example above, we saw the usage of I = @index(Global, Cartesian), which retrieves the global index of threads for the two-dimensional array A. Such powerful macros are provided by KernelAbstractions.jl for conveniently retrieving the desired index of threads.","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"The following table is non-exhaustive and provides a reference of commonly used terminology. Here, KernelAbstractions.@index is used for index retrieval, and KernelAbstractions.@groupsize is used for obtaining the dimensions of blocks of threads.","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"KernelAbstractions CPU CUDA AMDGPU\n@index(Local, Linear) mod(i, g) threadIdx().x workitemIdx().x\n@index(Local, Cartesian)[2] threadIdx().y workitemIdx().y\n@index(Local, Cartesian)[3] threadIdx().z workitemIdx().z\n@index(Group, Linear) i ÷ g blockIdx().x workgroupIdx().x\n@index(Group, Cartesian)[2] blockIdx().y workgroupIdx().y\n@groupsize()[3] blockDim().z workgroupDim().z\n@index(Global, Linear) i global index computation needed global index computation needed\n@index(Global, Cartesian)[2] global index computation needed global index computation needed\n@index(Global, NTuple) global index computation needed global index computation needed","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"The @index(Global, NTuple) returns a NTuple object, allowing more fine-grained memory control over the allocated arrays.","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"@kernel function memcpy!(a, b)\n i, j = @index(Global, NTuple)\n @inbounds a[i, j] = b[i, j]\nend","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"A tuple can be splatted with ... Julia operator when used to avoid explicitly using i, j indices.","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"@kernel function splatting_memcpy!(a, b)\n I = @index(Global, NTuple)\n @inbounds a[I...] = b[I...]\nend","category":"page"},{"location":"concepts/kernels/#Kernel-Launcher","page":"Kernels","title":"Kernel Launcher","text":"","category":"section"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"In Chmy.jl, the KernelLaunch module is designed to provide handy utilities for performing different grid operations on selected data entries of Fields that are involved at each kernel launch, in which the grid geometry underneath is also taken into account.","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"Followingly, we define a kernel launcher associated with an UniformGrid object, supporting CUDA backend.","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"# Define backend and geometry\narch = Arch(CUDABackend())\ngrid = UniformGrid(arch; origin=(-1, -1), extent=(2, 2), dims=(126, 126))\n\n# Define launcher\nlaunch = Launcher(arch, grid)","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"We also have two kernel functions compute_q! and update_C! defined, which shall update the fields q and C using grid operators (see section Grid Operators) ∂x, ∂y, divg that are anchored on some grid g accordingly.","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"@kernel inbounds = true function compute_q!(q, C, χ, g::StructuredGrid, O)\n I = @index(Global, Cartesian)\n I = I + O\n q.x[I] = -χ * ∂x(C, g, I)\n q.y[I] = -χ * ∂y(C, g, I)\nend\n\n@kernel inbounds = true function update_C!(C, q, Δt, g::StructuredGrid, O)\n I = @index(Global, Cartesian)\n I = I + O\n C[I] -= Δt * divg(q, g, I)\nend","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"To spawn the kernel, we invoke the launcher using the launch function to perform the field update at each physical timestep, and specify desired boundary conditions for involved fields in the kernel.","category":"page"},{"location":"concepts/kernels/","page":"Kernels","title":"Kernels","text":"# Define physics, numerics, geometry ...\nfor it in 1:nt\n # without boundary conditions\n launch(arch, grid, compute_q! => (q, C, χ, grid))\n\n # with Neumann boundary conditions and MPI exchange\n launch(arch, grid, update_C! => (C, q, Δt, grid); bc=batch(grid, C => Neumann(); exchange=C))\nend","category":"page"},{"location":"concepts/grid_operators/#Grid-Operators","page":"Grid Operators","title":"Grid Operators","text":"","category":"section"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"Chmy.jl currently supports various finite difference operators for fields defined in Cartesian coordinates. The table below summarizes the most common usage of grid operators, with the grid g::StructuredGrid and index I = @index(Global, Cartesian) defined and P = Field(backend, grid, location) is some field defined on the grid g.","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"Mathematical Formulation Code\nfracpartialpartial x P ∂x(P, g, I)\nfracpartialpartial y P ∂y(P, g, I)\nfracpartialpartial z P ∂z(P, g, I)\nnabla P divg(P, g, I)","category":"page"},{"location":"concepts/grid_operators/#Computing-the-Divergence-of-a-Vector-Field","page":"Grid Operators","title":"Computing the Divergence of a Vector Field","text":"","category":"section"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"To illustrate the usage of grid operators, we compute the divergence of an vector field V using the divg function. We first allocate memory for required fields.","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"V = VectorField(backend, grid)\n∇V = Field(backend, grid, Center())\n# use set! to set up the initial vector field...","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"The kernel that computes the divergence needs to have the grid information passed as for other finite difference operators.","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"@kernel inbounds = true function update_∇!(V, ∇V, g::StructuredGrid, O)\n I = @index(Global, Cartesian)\n I = I + O\n ∇V[I] = divg(V, g, I)\nend","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"The kernel can then be launched when required as we detailed in section Kernels.","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"launch(arch, grid, update_∇! => (V, ∇V, grid))","category":"page"},{"location":"concepts/grid_operators/#Masking","page":"Grid Operators","title":"Masking","text":"","category":"section"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"Masking allows selectively applying operations only where needed, allowing more flexible control over the grid operators and improving performance. Thus, by providing masked grid operators, we enable more flexible control over the domain on which the grid operators should be applied.","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"In the following example, we first define a mask ω on the 2D StructuredGrid. Then we specify to not mask the center area of all Vx, Vy nodes (accessible through ω.vc, ω.cv) on the staggered grid.","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"# define the mask\nω = FieldMask2D(arch, grid) # with backend and grid geometry defined\n\n# define the initial inclusion\nr = 2.0\ninit_inclusion = (x,y) -> ifelse(x^2 + y^2 < r^2, 1.0, 0.0)\n\n# mask all other entries other than the initial inclusion\nset!(ω.vc, grid, init_inclusion)\nset!(ω.cv, grid, init_inclusion)","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"We can then pass the mask to other grid operators when applying them within the kernel. When computing masked derivatives, a mask being the subtype of AbstractMask is premultiplied at the corresponding grid location for each operand:","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"@kernel function update_strain_rate!(ε̇, V, ω::AbstractMask, g::StructuredGrid, O)\n I = @index(Global, Cartesian)\n I = I + O\n # with masks ω\n ε̇.xx[I] = ∂x(V.x, ω, g, I)\n ε̇.yy[I] = ∂y(V.y, ω, g, I)\n ε̇.xy[I] = 0.5 * (∂y(V.x, ω, g, I) + ∂x(V.y, ω, g, I))\nend","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"The kernel can be launched as follows, with some launcher defined using launch = Launcher(arch, grid):","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"# define fields\nε̇ = TensorField(backend, grid)\nV = VectorField(backend, grid)\n\n# launch kernel\nlaunch(arch, grid, update_strain_rate! => (ε̇, V, ω, grid))","category":"page"},{"location":"concepts/grid_operators/#Interpolation","page":"Grid Operators","title":"Interpolation","text":"","category":"section"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"Chmy.jl provides an interface itp which interpolates the field f from its location to the specified location to using the given interpolation rule r. The indices specify the position within the grid at location to:","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"itp(f, to, r, grid, I...)","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"Currently implemented interpolation rules are:","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"Linear() which implements rule(t, v0, v1) = v0 + t * (v1 - v0);\nHarmonicLinear() which implements rule(t, v0, v1) = 1/(1/v0 + t * (1/v1 - 1/v0)).","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"Both rules are exposed as convenience wrapper functions lerp and hlerp, using Linear() and HarmonicLinear() rules, respectively:","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"lerp(f, to, grid, I...) # implements itp(f, to, Linear(), grid, I...)\nhlerp(f, to, grid, I...) # implements itp(f, to, HarmonicLinear(), grid, I...)","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"In the following example, we use the linear interpolation wrapper lerp when interpolating nodal values of the density field ρ, defined on cell centres, i.e. having the location (Center(), Center()) to ρx and ρy, defined on cell interfaces in the x- and y- direction, respectively.","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"# define density ρ on cell centres\nρ = Field(backend, grid, Center())\nρ0 = 3.0; set!(ρ, ρ0)\n\n# allocate memory for density on cell interfaces\nρx = Field(backend, grid, (Vertex(), Center()))\nρy = Field(backend, grid, (Center(), Vertex()))","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"The kernel interpolate_ρ! performs the actual interpolation and requires the grid information passed by g.","category":"page"},{"location":"concepts/grid_operators/","page":"Grid Operators","title":"Grid Operators","text":"@kernel function interpolate_ρ!(ρ, ρx, ρy, g::StructuredGrid, O)\n I = @index(Global, Cartesian)\n I = I + O\n # interpolate from cell centres to cell interfaces\n ρx = lerp(ρ, location(ρx), g, I)\n ρy = lerp(ρ, location(ρy), g, I)\nend","category":"page"},{"location":"examples/overview/#Examples-Overview","page":"Examples Overview","title":"Examples Overview","text":"","category":"section"},{"location":"examples/overview/","page":"Examples Overview","title":"Examples Overview","text":"This page provides an overview of Chmy.jl examples. These selected examples demonstrate how Chmy.jl can be used to solve various numerical problems using architecture-agnostic kernels both on a single-device and in a distributed way.","category":"page"},{"location":"examples/overview/#Table-of-Contents","page":"Examples Overview","title":"Table of Contents","text":"","category":"section"},{"location":"examples/overview/","page":"Examples Overview","title":"Examples Overview","text":"Example Description\nDiffusion 2D Solving the 2D diffusion equation on a uniform grid.\nDiffusion 2D with MPI Solving the 2D diffusion equation on a uniform grid and distributed parallelisation using MPI.\nSingle-Device Performance Optimisation Revisiting the 2D diffusion problem with focus on performance optimisation techniques on a single-device architecture.\nStokes 2D with MPI Solving the 2D Stokes equation with thermal coupling on a uniform grid.\nStokes 3D with MPI Solving the 3D Stokes equation with thermal coupling on a uniform grid and distributed parallelisation using MPI.\nDiffusion 1D with Metal Solving the 1D diffusion equation using the Metal backend and single precision (Float32) on a uniform grid.\n2D Grid Visualization Visualization of a 2D StructuredGrid.\n3D Grid Visualization Visualization of a 3D StructuredGrid.","category":"page"},{"location":"concepts/architectures/#Architectures","page":"Architectures","title":"Architectures","text":"","category":"section"},{"location":"concepts/architectures/#Backend-Selection-and-Architecture-Initialization","page":"Architectures","title":"Backend Selection & Architecture Initialization","text":"","category":"section"},{"location":"concepts/architectures/","page":"Architectures","title":"Architectures","text":"Chmy.jl supports CPUs, as well as CUDA, ROC and Metal backends for Nvidia, AMD and Apple M-series GPUs through a thin wrapper around the KernelAbstractions.jl for users to select desirable backends.","category":"page"},{"location":"concepts/architectures/","page":"Architectures","title":"Architectures","text":"# Default with CPU\narch = Arch(CPU())","category":"page"},{"location":"concepts/architectures/","page":"Architectures","title":"Architectures","text":"using CUDA\n\narch = Arch(CUDABackend())","category":"page"},{"location":"concepts/architectures/","page":"Architectures","title":"Architectures","text":"using AMDGPU\n\narch = Arch(ROCBackend())","category":"page"},{"location":"concepts/architectures/","page":"Architectures","title":"Architectures","text":"using Metal\n\narch = Arch(MetalBackend())","category":"page"},{"location":"concepts/architectures/","page":"Architectures","title":"Architectures","text":"At the beginning of program, one may specify the backend and initialize the architecture they desire to use. The initialized arch variable will be required explicitly at creation of some objects such as grids and kernel launchers.","category":"page"},{"location":"concepts/architectures/#Specifying-the-device-ID-and-stream-priority","page":"Architectures","title":"Specifying the device ID and stream priority","text":"","category":"section"},{"location":"concepts/architectures/","page":"Architectures","title":"Architectures","text":"On systems with multiple GPUs, passing the keyword argument device_id to the Arch constructor will select and set the selected device as a current device.","category":"page"},{"location":"concepts/architectures/","page":"Architectures","title":"Architectures","text":"For advanced users, we provide a function activate!(arch; priority) for specifying the stream priority owned by the task one is executing. The stream priority will be set to :normal by default, where :low and :high are also possible options given that the target backend has priority control over streams implemented.","category":"page"},{"location":"concepts/architectures/#Distributed-Architecture","page":"Architectures","title":"Distributed Architecture","text":"","category":"section"},{"location":"concepts/architectures/","page":"Architectures","title":"Architectures","text":"Our distributed architecture builds upon the abstraction of having GPU clusters that build on the same GPU architecture. Note that in general, GPU clusters may be equipped with hardware from different vendors, incorporating different types of GPUs to exploit their unique capabilities for specific tasks.","category":"page"},{"location":"concepts/architectures/","page":"Architectures","title":"Architectures","text":"warning: GPU-Aware MPI Required for Distributed Module on GPU backend\nThe Distributed module currently only supports GPU-aware MPI when a GPU backend is selected for multi-GPU computations. For the Distributed module to function properly, any GPU-aware MPI library installation shall be used. Otherwise, a segmentation fault will occur.","category":"page"},{"location":"concepts/architectures/","page":"Architectures","title":"Architectures","text":"To make the Architecture object aware of MPI topology, user can pass an MPI communicator object and dimensions of the Cartesian topology to the Arch constructor:","category":"page"},{"location":"concepts/architectures/","page":"Architectures","title":"Architectures","text":"using MPI\n\narch = Arch(CPU(), MPI.COMM_WORLD, (0, 0, 0))","category":"page"},{"location":"concepts/architectures/","page":"Architectures","title":"Architectures","text":"Passing zeros as the last argument will automatically spread the dimensions to be as close as possible to each other, see MPI.jl documentation for details.","category":"page"},{"location":"lib/modules/#Modules","page":"Modules","title":"Modules","text":"","category":"section"},{"location":"lib/modules/#Grids","page":"Modules","title":"Grids","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Grids]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Grids.AbstractAxis","page":"Modules","title":"Chmy.Grids.AbstractAxis","text":"abstract type AbstractAxis{T}\n\nAbstract type representing an axis in a grid, where the axis is parameterized by the type T of the coordinates.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Grids.Center","page":"Modules","title":"Chmy.Grids.Center","text":"struct Center <: Location\n\nThe Center struct represents a location at the center along a dimension of a grid cell.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Grids.Connectivity","page":"Modules","title":"Chmy.Grids.Connectivity","text":"abstract type Connectivity\n\nAbstract type representing the connectivity of grid elements.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Grids.Location","page":"Modules","title":"Chmy.Grids.Location","text":"abstract type Location\n\nAbstract type representing a location in a grid cell.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Grids.StructuredGrid","page":"Modules","title":"Chmy.Grids.StructuredGrid","text":"StructuredGrid\n\nRepresents a structured grid with orthogonal axes.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Grids.UniformGrid-Union{Tuple{Architecture}, Tuple{N}} where N","page":"Modules","title":"Chmy.Grids.UniformGrid","text":"UniformGrid(arch; origin, extent, dims, topology=nothing)\n\nConstructs a uniform grid with specified origin, extent, dimensions, and topology.\n\nArguments\n\narch::Architecture: The associated architecture.\norigin::NTuple{N,Number}: The origin of the grid.\nextent::NTuple{N,Number}: The extent of the grid.\ndims::NTuple{N,Integer}: The dimensions of the grid.\ntopology=nothing: The topology of the grid. If not provided, a default Bounded topology is used.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.Vertex","page":"Modules","title":"Chmy.Grids.Vertex","text":"struct Vertex <: Location\n\nThe Vertex struct represents a location at the vertex along a dimension of a grid cell.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Grids.axes_names-Tuple{StructuredGrid{1}}","page":"Modules","title":"Chmy.Grids.axes_names","text":"axes_names(::SG{1})\n\nReturns the names of the axes for a 1-dimensional structured grid.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.axes_names-Tuple{StructuredGrid{2}}","page":"Modules","title":"Chmy.Grids.axes_names","text":"axes_names(::SG{2})\n\nReturns the names of the axes for a 2-dimensional structured grid.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.axes_names-Tuple{StructuredGrid{3}}","page":"Modules","title":"Chmy.Grids.axes_names","text":"axes_names(::SG{3})\n\nReturns the names of the axes for a 3-dimensional structured grid.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.axis-Union{Tuple{dim}, Tuple{StructuredGrid, Dim{dim}}} where dim","page":"Modules","title":"Chmy.Grids.axis","text":"axis(grid, dim::Dim)\n\nReturn the axis corresponding to the spatial dimension dim.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.bounds-Union{Tuple{N}, Tuple{StructuredGrid{N}, Union{NTuple{N, Location}, Location}}} where N","page":"Modules","title":"Chmy.Grids.bounds","text":"bounds(grid, loc, [dim::Dim])\n\nReturn the bounds of a structured grid at the specified location(s).\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.connectivity-Union{Tuple{S}, Tuple{D}, Tuple{C}, Tuple{T}, Tuple{N}, Tuple{StructuredGrid{N, T, C}, Dim{D}, Side{S}}} where {N, T, C, D, S}","page":"Modules","title":"Chmy.Grids.connectivity","text":"connectivity(grid, dim::Dim, side::Side)\n\nReturn the connectivity of the structured grid grid for the given dimension dim and side side.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.coord-Union{Tuple{N}, Tuple{StructuredGrid{N}, Location, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.Grids.coord","text":"coord(grid, loc, I...)\n\nReturn a tuple of spatial coordinates of a grid point at location loc and indices I.\n\nFor vertex locations, first grid point is at the origin. For center locations, first grid point at half-spacing distance from the origin.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.extent-Union{Tuple{N}, Tuple{StructuredGrid{N}, Union{NTuple{N, Location}, Location}}} where N","page":"Modules","title":"Chmy.Grids.extent","text":"extent(grid, loc, [dim::Dim])\n\nReturn the extent of a structured grid at the specified location(s).\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.inv_spacing-Union{Tuple{N}, Tuple{StructuredGrid{N}, Location, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.Grids.inv_spacing","text":"inv_spacing(grid, loc, I...)\n\nReturn a tuple of inverse grid spacings at location loc and indices I.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.inv_spacing-Union{Tuple{UniformGrid{N}}, Tuple{N}} where N","page":"Modules","title":"Chmy.Grids.inv_spacing","text":"inv_spacing(grid::UniformGrid)\n\nReturn a tuple of inverse grid spacing for a uniform grid grid.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.inv_volume-Union{Tuple{N}, Tuple{StructuredGrid{N}, NTuple{N, Location}, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.Grids.inv_volume","text":"inv_volume(grid, loc, I...)\n\nReturn the inverse of control volume at location loc and indices I.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.iΔ","page":"Modules","title":"Chmy.Grids.iΔ","text":"iΔ\n\nAlias for the inv_spacing method that returns the reciprocal of the spacing between grid points.\n\n\n\n\n\n","category":"function"},{"location":"lib/modules/#Chmy.Grids.origin-Union{Tuple{N}, Tuple{StructuredGrid{N}, Union{NTuple{N, Location}, Location}}} where N","page":"Modules","title":"Chmy.Grids.origin","text":"origin(grid, loc, [dim::Dim])\n\nReturn the origin of a structured grid at the specified location(s).\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.spacing-Union{Tuple{N}, Tuple{StructuredGrid{N}, Location, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.Grids.spacing","text":"spacing(grid, loc, I...)\n\nReturn a tuple of grid spacings at location loc and indices I.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.spacing-Union{Tuple{UniformGrid{N}}, Tuple{N}} where N","page":"Modules","title":"Chmy.Grids.spacing","text":"spacing(grid::UniformGrid)\n\nReturn a tuple of grid spacing for a uniform grid grid.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.volume-Union{Tuple{N}, Tuple{StructuredGrid{N}, NTuple{N, Location}, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.Grids.volume","text":"volume(grid, loc, I...)\n\nReturn the control volume at location loc and indices I.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.Δ","page":"Modules","title":"Chmy.Grids.Δ","text":"Δ\n\nAlias for the spacing method that returns the spacing between grid points.\n\n\n\n\n\n","category":"function"},{"location":"lib/modules/#Architectures","page":"Modules","title":"Architectures","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Architectures]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Architectures.Architecture","page":"Modules","title":"Chmy.Architectures.Architecture","text":"Architecture\n\nAbstract type representing an architecture.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Architectures.SingleDeviceArchitecture","page":"Modules","title":"Chmy.Architectures.SingleDeviceArchitecture","text":"SingleDeviceArchitecture <: Architecture\n\nA struct representing an architecture that operates on a single CPU or GPU device.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Architectures.SingleDeviceArchitecture-Tuple{Architecture}","page":"Modules","title":"Chmy.Architectures.SingleDeviceArchitecture","text":"SingleDeviceArchitecture(arch::Architecture)\n\nCreate a SingleDeviceArchitecture object retrieving backend and device from arch.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.Arch-Tuple{KernelAbstractions.Backend}","page":"Modules","title":"Chmy.Architectures.Arch","text":"Arch(backend::Backend; device_id::Integer=1)\n\nCreate an architecture object for the specified backend and device.\n\nArguments\n\nbackend: The backend to use for computation.\ndevice_id=1: The ID of the device to use.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.activate!-Tuple{SingleDeviceArchitecture}","page":"Modules","title":"Chmy.Architectures.activate!","text":"activate!(arch::SingleDeviceArchitecture; priority=:normal)\n\nActivate the given architecture on the specified device and set the priority of the backend. For the priority accepted values are :normal, :low and :high.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.get_device-Tuple{SingleDeviceArchitecture}","page":"Modules","title":"Chmy.Architectures.get_device","text":"get_device(arch::SingleDeviceArchitecture)\n\nGet the device associated with a SingleDeviceArchitecture.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#KernelAbstractions.get_backend-Tuple{SingleDeviceArchitecture}","page":"Modules","title":"KernelAbstractions.get_backend","text":"get_backend(arch::SingleDeviceArchitecture)\n\nGet the backend associated with a SingleDeviceArchitecture.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Fields","page":"Modules","title":"Fields","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Fields]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Fields.AbstractField","page":"Modules","title":"Chmy.Fields.AbstractField","text":"abstract type AbstractField{T,N,L} <: AbstractArray{T,N}\n\nAbstract type representing a field with data type T, number of dimensions N, location L where the field should be defined on.\n\nSee also: abstract type ConstantField\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.ConstantField","page":"Modules","title":"Chmy.Fields.ConstantField","text":"Scalar field with a constant value\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.Field","page":"Modules","title":"Chmy.Fields.Field","text":"struct Field{T,N,L,H,A} <: AbstractField{T,N,L}\n\nField represents a discrete scalar field with specified type, number of dimensions, location, and halo size.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.Field-Tuple{Architecture, Vararg{Any}}","page":"Modules","title":"Chmy.Fields.Field","text":"Field(arch::Architecture, args...; kwargs...)\n\nCreate a Field object on the specified architecture.\n\nArguments:\n\narch::Architecture: The architecture for which to create the Field.\nargs...: Additional positional arguments to pass to the Field constructor.\nkwargs...: Additional keyword arguments to pass to the Field constructor.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Fields.Field-Union{Tuple{N}, Tuple{KernelAbstractions.Backend, StructuredGrid{N}, Union{NTuple{N, Location}, Location}}, Tuple{KernelAbstractions.Backend, StructuredGrid{N}, Union{NTuple{N, Location}, Location}, Any}} where N","page":"Modules","title":"Chmy.Fields.Field","text":"Field(backend, grid, loc, type=eltype(grid); halo=1)\n\nConstructs a field on a structured grid at the specified location.\n\nArguments:\n\nbackend: The backend to use for memory allocation.\ngrid: The structured grid on which the field is constructed.\nloc: The location or locations on the grid where the field is constructed.\ntype: The element type of the field. Defaults to the element type of the grid.\nhalo: The halo size for the field. Defaults to 1.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Fields.FunctionField","page":"Modules","title":"Chmy.Fields.FunctionField","text":"FunctionField <: AbstractField\n\nContinuous or discrete field with values computed at runtime.\n\nConstructors\n\nFunctionField(func, grid, loc; [discrete], [parameters]): Create a new FunctionField object.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.FunctionField-Union{Tuple{N}, Tuple{F}, Tuple{F, StructuredGrid{N}, Any}} where {F, N}","page":"Modules","title":"Chmy.Fields.FunctionField","text":"FunctionField(func::F, grid::StructuredGrid{N}, loc; discrete=false, parameters=nothing) where {F,N}\n\nCreate a FunctionField on the given grid using the specified function func.\n\nArguments:\n\nfunc::F: The function used to generate the field values.\ngrid::StructuredGrid{N}: The structured grid defining the computational domain.\nloc: The nodal location on the grid grid where the function field is defined on.\ndiscrete::Bool=false: A flag indicating whether the field should be discrete. Defaults to false.\nparameters=nothing: Additional parameters to be used by the function. Defaults to nothing.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Fields.OneField","page":"Modules","title":"Chmy.Fields.OneField","text":"Constant field with values equal to one(T)\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.ValueField","page":"Modules","title":"Chmy.Fields.ValueField","text":"Field with a constant value\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.ZeroField","page":"Modules","title":"Chmy.Fields.ZeroField","text":"Constant field with values equal to zero(T)\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.TensorField-Tuple{KernelAbstractions.Backend, StructuredGrid{2}, Vararg{Any}}","page":"Modules","title":"Chmy.Fields.TensorField","text":"TensorField(backend::Backend, grid::StructuredGrid{2}, args...; kwargs...)\n\nCreate a 2D tensor field in the form of a named tuple on the given grid using the specified backend, with components xx, yy, and xy each being a Field.\n\nArguments:\n\nbackend::Backend: The backend to be used for computation.\ngrid::StructuredGrid{2}: The 2D structured grid defining the computational domain.\nargs...: Additional positional arguments to pass to the Field constructor.\nkwargs...: Additional keyword arguments to pass to the Field constructor.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Fields.TensorField-Tuple{KernelAbstractions.Backend, StructuredGrid{3}, Vararg{Any}}","page":"Modules","title":"Chmy.Fields.TensorField","text":"TensorField(backend::Backend, grid::StructuredGrid{3}, args...; kwargs...)\n\nCreate a 3D tensor field in the form of a named tuple on the given grid using the specified backend, with components xx, yy, zz, xy, xz, and yz each being a Field.\n\nArguments:\n\nbackend::Backend: The backend to be used for computation.\ngrid::StructuredGrid{3}: The 3D structured grid defining the computational domain.\nargs...: Additional positional arguments to pass to the Field constructor.\nkwargs...: Additional keyword arguments to pass to the Field constructor.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Fields.VectorField-Union{Tuple{N}, Tuple{KernelAbstractions.Backend, StructuredGrid{N}, Vararg{Any}}} where N","page":"Modules","title":"Chmy.Fields.VectorField","text":"VectorField(backend::Backend, grid::StructuredGrid{N}, args...; kwargs...) where {N}\n\nCreate a vector field in the form of a NamedTuple on the given grid using the specified backend. With each component being a Field.\n\nArguments:\n\nbackend::Backend: The backend to be used for computation.\ngrid::StructuredGrid{N}: The structured grid defining the computational domain.\nargs...: Additional positional arguments to pass to the Field constructor.\nkwargs...: Additional keyword arguments to pass to the Field constructor.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Fields.interior-Tuple{Field}","page":"Modules","title":"Chmy.Fields.interior","text":"interior(f::Field; with_halo=false)\n\nDisplays the field on the interior of the grid on which it is defined on. One could optionally specify to display the halo regions on the grid with with_halo=true.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Fields.set!-Tuple{Field, AbstractArray}","page":"Modules","title":"Chmy.Fields.set!","text":"set!(f::Field, A::AbstractArray)\n\nSet the elements of the Field f using the values from the AbstractArray A.\n\nArguments:\n\nf::Field: The Field object to be modified.\nA::AbstractArray: The array whose values are to be copied to the Field.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Fields.set!-Tuple{Field, AbstractField}","page":"Modules","title":"Chmy.Fields.set!","text":"set!(f::Field, other::AbstractField)\n\nSet the elements of the Field f using the values from another AbstractField other.\n\nArguments:\n\nf::Field: The destination Field object to be modified.\nother::AbstractField: The source AbstractField whose values are to be copied to f.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Fields.set!-Tuple{Field, Number}","page":"Modules","title":"Chmy.Fields.set!","text":"set!(f::Field, val::Number)\n\nSet all elements of the Field f to the specified numeric value val.\n\nArguments:\n\nf::Field: The Field object to be modified.\nval::Number: The numeric value to set in the Field.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Grid-Operators","page":"Modules","title":"Grid Operators","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.GridOperators]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.GridOperators.AbstractMask","page":"Modules","title":"Chmy.GridOperators.AbstractMask","text":"abstract type AbstractMask{T,N}\n\nAbstract type representing the data transformation to be performed on elements in a field of dimension N, where each element is of typeT.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.GridOperators.InterpolationRule","page":"Modules","title":"Chmy.GridOperators.InterpolationRule","text":"abstract type InterpolationRule\n\nA type representing an interpolation rule that specifies how the interpolant f should be reconstructed using a data set on a given grid.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.GridOperators.hlerp-Union{Tuple{N}, Tuple{Any, Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.hlerp","text":"hlerp(f, to, grid, I...)\n\nInterpolate a field f to location to using harmonic linear interpolation rule.\n\nrule(t, v0, v1) = 1/(1/v0 + t * (1/v1 - 1/v0))\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.itp-Union{Tuple{N}, Tuple{AbstractField, NTuple{N, Location}, InterpolationRule, StructuredGrid{N}, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.itp","text":"itp(f, to, r, grid, I...)\n\nInterpolates the field f from its current location to the specified location(s) to using the given interpolation rule r. The indices specify the position within the grid at location(s) to.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.leftx-Union{Tuple{N}, Tuple{AbstractField, AbstractMask, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.leftx","text":"leftx(f, ω, I)\n\n\"left side\" of a field ([1:end-1]) in x direction, masked with ω.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.leftx-Union{Tuple{N}, Tuple{AbstractField, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.leftx","text":"leftx(f, I)\n\n\"left side\" of a field ([1:end-1]) in x direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.lefty-Union{Tuple{N}, Tuple{AbstractField, AbstractMask, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.lefty","text":"lefty(f, ω, I)\n\n\"left side\" of a field ([1:end-1]) in y direction, masked with ω.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.lefty-Union{Tuple{N}, Tuple{AbstractField, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.lefty","text":"lefty(f, I)\n\n\"left side\" of a field ([1:end-1]) in y direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.leftz-Union{Tuple{N}, Tuple{AbstractField, AbstractMask, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.leftz","text":"leftz(f, ω, I)\n\n\"left side\" of a field ([1:end-1]) in z direction, masked with ω.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.leftz-Union{Tuple{N}, Tuple{AbstractField, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.leftz","text":"leftz(f, I)\n\n\"left side\" of a field ([1:end-1]) in z direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.lerp-Union{Tuple{N}, Tuple{Any, Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.lerp","text":"lerp(f, to, grid, I...)\n\nLinearly interpolate values of a field f to location to.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.rightx-Union{Tuple{N}, Tuple{AbstractField, AbstractMask, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.rightx","text":"rightx(f, ω, I)\n\n\"right side\" of a field ([2:end]) in x direction, masked with ω.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.rightx-Union{Tuple{N}, Tuple{AbstractField, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.rightx","text":"rightx(f, I)\n\n\"right side\" of a field ([2:end]) in x direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.righty-Union{Tuple{N}, Tuple{AbstractField, AbstractMask, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.righty","text":"righty(f, ω, I)\n\n\"right side\" of a field ([2:end]) in y direction, masked with ω.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.righty-Union{Tuple{N}, Tuple{AbstractField, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.righty","text":"righty(f, I)\n\n\"right side\" of a field ([2:end]) in y direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.rightz-Union{Tuple{N}, Tuple{AbstractField, AbstractMask, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.rightz","text":"rightz(f, ω, I)\n\n\"right side\" of a field ([2:end]) in z direction, masked with ω.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.rightz-Union{Tuple{N}, Tuple{AbstractField, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.rightz","text":"rightz(f, I)\n\n\"right side\" of a field ([2:end]) in z direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.δx-Union{Tuple{N}, Tuple{AbstractField, AbstractMask, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.δx","text":"δx(f, ω, I)\n\nFinite difference in x direction, masked with ω.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.δx-Union{Tuple{N}, Tuple{AbstractField, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.δx","text":"δx(f, I)\n\nFinite difference in x direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.δy-Union{Tuple{N}, Tuple{AbstractField, AbstractMask, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.δy","text":"δy(f, ω, I)\n\nFinite difference in y direction, masked with ω.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.δy-Union{Tuple{N}, Tuple{AbstractField, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.δy","text":"δy(f, I)\n\nFinite difference in y direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.δz-Union{Tuple{N}, Tuple{AbstractField, AbstractMask, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.δz","text":"δz(f, ω, I)\n\nFinite difference in z direction, masked with ω.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.δz-Union{Tuple{N}, Tuple{AbstractField, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.δz","text":"δz(f, I)\n\nFinite difference in z direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂x-Union{Tuple{N}, Tuple{AbstractField, AbstractMask, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂x","text":"∂x(f, ω, grid, I)\n\nDirectional partial derivative in x direction, masked with ω.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂x-Union{Tuple{N}, Tuple{AbstractField, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂x","text":"∂x(f, grid, I)\n\nDirectional partial derivative in x direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂y-Union{Tuple{N}, Tuple{AbstractField, AbstractMask, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂y","text":"∂y(f, ω, grid, I)\n\nDirectional partial derivative in y direction, masked with ω.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂y-Union{Tuple{N}, Tuple{AbstractField, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂y","text":"∂y(f, grid, I)\n\nDirectional partial derivative in y direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂z-Union{Tuple{N}, Tuple{AbstractField, AbstractMask, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂z","text":"∂z(f, ω, grid, I)\n\nDirectional partial derivative in z direction, masked with ω.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂z-Union{Tuple{N}, Tuple{AbstractField, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂z","text":"∂z(f, grid, I)\n\nDirectional partial derivative in z direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Boundary-Conditions","page":"Modules","title":"Boundary Conditions","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.BoundaryConditions]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.BoundaryConditions.AbstractBatch","page":"Modules","title":"Chmy.BoundaryConditions.AbstractBatch","text":"AbstractBatch\n\nAbstract type representing a batch of boundary conditions.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.BoundaryFunction","page":"Modules","title":"Chmy.BoundaryConditions.BoundaryFunction","text":"abstract type BoundaryFunction{F}\n\nAbstract type for boundary condition functions with function type F.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.Dirichlet","page":"Modules","title":"Chmy.BoundaryConditions.Dirichlet","text":"Dirichlet(value=nothing)\n\nCreate a Dirichlet object representing the Dirichlet boundary condition with the specified value.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.EmptyBatch","page":"Modules","title":"Chmy.BoundaryConditions.EmptyBatch","text":"EmptyBatch <: AbstractBatch\n\nEmptyBatch represents no boundary conditions.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.ExchangeBatch","page":"Modules","title":"Chmy.BoundaryConditions.ExchangeBatch","text":"ExchangeBatch <: AbstractBatch\n\nExchangeBatch represents a batch used for MPI communication.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.FieldBatch","page":"Modules","title":"Chmy.BoundaryConditions.FieldBatch","text":"FieldBatch <: AbstractBatch\n\nFieldBatch is a batch of boundary conditions, where each field has one boundary condition.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.FieldBoundaryCondition","page":"Modules","title":"Chmy.BoundaryConditions.FieldBoundaryCondition","text":"FieldBoundaryCondition\n\nAbstract supertype for all boundary conditions that are specified per-field.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.FirstOrderBC","page":"Modules","title":"Chmy.BoundaryConditions.FirstOrderBC","text":"struct FirstOrderBC{T,Kind} <: FieldBoundaryCondition\n\nA struct representing a boundary condition of first-order accuracy.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.Neumann","page":"Modules","title":"Chmy.BoundaryConditions.Neumann","text":"Neumann(value=nothing)\n\nCreate a Neumann object representing the Neumann boundary condition with the specified value.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.bc!-Union{Tuple{N}, Tuple{Architecture, StructuredGrid{N}, NTuple{N, Tuple{AbstractBatch, AbstractBatch}}}} where N","page":"Modules","title":"Chmy.BoundaryConditions.bc!","text":"bc!(arch::Architecture, grid::StructuredGrid, batch::BatchSet)\n\nApply boundary conditions using a batch set batch containing an AbstractBatch per dimension per side of grid.\n\nArguments\n\narch: The architecture.\ngrid: The grid.\nbatch:: The batch set to apply boundary conditions to.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Kernel-launcher","page":"Modules","title":"Kernel launcher","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.KernelLaunch]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.KernelLaunch.Launcher","page":"Modules","title":"Chmy.KernelLaunch.Launcher","text":"struct Launcher{Worksize,OuterWidth,Workers}\n\nA struct representing a launcher for asynchronous kernel execution.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.KernelLaunch.Launcher-Tuple{Any, Any}","page":"Modules","title":"Chmy.KernelLaunch.Launcher","text":"Launcher(arch, grid; outer_width=nothing)\n\nConstructs a Launcher object configured based on the input parameters.\n\nArguments:\n\narch: The associated architecture.\ngrid: The grid defining the computational domain.\nouter_width: Optional parameter specifying outer width.\n\nwarning: Warning\nworksize for the last dimension N takes into account only last outer width W[N], N-1 uses W[N] and W[N-1], N-2 uses W[N], W[N-1], and W[N-2].\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.KernelLaunch.Launcher-Union{Tuple{Args}, Tuple{F}, Tuple{Architecture, Any, Pair{F, Args}}} where {F, Args}","page":"Modules","title":"Chmy.KernelLaunch.Launcher","text":"(launcher::Launcher)(arch::Architecture, grid, kernel_and_args::Pair{F,Args}; bc=nothing, async=false) where {F,Args}\n\nLaunches a computational kernel using the specified arch, grid, kernel_and_args, and optional boundary conditions (bc).\n\nArguments:\n\narch::Architecture: The architecture on which to execute the computation.\ngrid: The grid defining the computational domain.\nkernel_and_args::Pair{F,Args}: A pair consisting of the computational kernel F and its arguments Args.\nbc=nothing: Optional boundary conditions for the computation.\nasync=false: If true, launches the kernel asynchronously.\n\nwarning: Warning\narch should be compatible with the Launcher's architecture.\nIf bc is nothing, the kernel is launched without boundary conditions.\nIf async is false (default), the function waits for the computation to complete before returning.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Distributed","page":"Modules","title":"Distributed","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Distributed]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Distributed.CartesianTopology","page":"Modules","title":"Chmy.Distributed.CartesianTopology","text":"CartesianTopology\n\nRepresents N-dimensional Cartesian topology of distributed processes.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.CartesianTopology-Union{Tuple{N}, Tuple{MPI.Comm, NTuple{N, Int64}}} where N","page":"Modules","title":"Chmy.Distributed.CartesianTopology","text":"CartesianTopology(comm, dims)\n\nCreate an N-dimensional Cartesian topology using base MPI communicator comm with dimensions dims. If all entries in dims are not equal to 0, the product of dims should be equal to the total number of MPI processes MPI.Comm_size(comm). If any (or all) entries of dims are 0, the dimensions in the corresponding spatial directions will be picked automatically.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.DistributedArchitecture","page":"Modules","title":"Chmy.Distributed.DistributedArchitecture","text":"DistributedArchitecture <: Architecture\n\nA struct representing a distributed architecture.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.StackAllocator","page":"Modules","title":"Chmy.Distributed.StackAllocator","text":"mutable struct StackAllocator\n\nSimple stack (a.k.a. bump/arena) allocator. Maintains an internal buffer that grows dynamically if the requested allocation exceeds current buffer size.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.StackAllocator-Tuple{KernelAbstractions.Backend}","page":"Modules","title":"Chmy.Distributed.StackAllocator","text":"StackAllocator(backend::Backend)\n\nCreate a stack allocator using the specified backend to store allocations.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Base.resize!-Tuple{Chmy.Distributed.StackAllocator, Integer}","page":"Modules","title":"Base.resize!","text":"resize!(sa::StackAllocator, sz::Integer)\n\nResize the StackAllocator's buffer to capacity of sz bytes. This method will throw an error if any arrays were already allocated using this allocator.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.Arch-Tuple{KernelAbstractions.Backend, MPI.Comm, Any}","page":"Modules","title":"Chmy.Architectures.Arch","text":"Architectures.Arch(backend::Backend, comm::MPI.Comm, dims; device_id=nothing)\n\nCreate a distributed Architecture using backend backend and comm. For GPU backends, device will be selected automatically based on a process id within a node, unless specified by device_id.\n\nArguments\n\nbackend::Backend: The backend to use for the architecture.\ncomm::MPI.Comm: The MPI communicator to use for the architecture.\ndims: The dimensions of the architecture.\n\nKeyword Arguments\n\ndevice_id: The ID of the device to use. If not provided, the shared rank of the topology plus one is used.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.activate!-Tuple{DistributedArchitecture}","page":"Modules","title":"Chmy.Architectures.activate!","text":"activate!(arch::DistributedArchitecture; kwargs...)\n\nActivate the given DistributedArchitecture by delegating to the child architecture, and pass through any keyword arguments. For example, the priority can be set with accepted values being :normal, :low, and :high.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.get_device-Tuple{DistributedArchitecture}","page":"Modules","title":"Chmy.Architectures.get_device","text":"get_device(arch::DistributedArchitecture)\n\nGet the device associated with a DistributedArchitecture by delegating to the child architecture.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.BoundaryConditions.bc!-Tuple{Side, Dim, DistributedArchitecture, StructuredGrid, ExchangeBatch}","page":"Modules","title":"Chmy.BoundaryConditions.bc!","text":"BoundaryConditions.bc!(side::Side, dim::Dim,\n arch::DistributedArchitecture,\n grid::StructuredGrid,\n batch::ExchangeBatch; kwargs...)\n\nApply boundary conditions on a distributed grid with halo exchange performed internally.\n\nArguments\n\nside: The side of the grid where the halo exchange is performed.\ndim: The dimension along which the halo exchange is performed.\narch: The distributed architecture used for communication.\ngrid: The structured grid on which the halo exchange is performed.\nbatch: The batch set to apply boundary conditions to.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.allocate","page":"Modules","title":"Chmy.Distributed.allocate","text":"allocate(sa::StackAllocator, T::DataType, dims, [align=sizeof(T)])\n\nAllocate a buffer of type T with dimensions dims using a stack allocator. The align parameter specifies the alignment of the buffer elements.\n\nArguments\n\nsa::StackAllocator: The stack allocator object.\nT::DataType: The data type of the requested allocation.\ndims: The dimensions of the requested allocation.\nalign::Integer: The alignment of the allocated buffer in bytes.\n\nwarning: Warning\nArrays allocated with StackAllocator are not managed by Julia runtime. User is responsible for ensuring correct lifetimes, i.e., that the reference to allocator outlives all arrays allocated using this allocator.\n\n\n\n\n\n","category":"function"},{"location":"lib/modules/#Chmy.Distributed.cart_comm-Tuple{CartesianTopology}","page":"Modules","title":"Chmy.Distributed.cart_comm","text":"cart_comm(topo)\n\nMPI Cartesian communicator for the topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.cart_coords-Tuple{CartesianTopology}","page":"Modules","title":"Chmy.Distributed.cart_coords","text":"cart_coords(topo)\n\nCoordinates of a current process within a Cartesian topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.dims-Tuple{CartesianTopology}","page":"Modules","title":"Chmy.Distributed.dims","text":"dims(topo)\n\nDimensions of the topology as NTuple.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.exchange_halo!-Union{Tuple{K}, Tuple{D}, Tuple{S}, Tuple{Side{S}, Dim{D}, DistributedArchitecture, StructuredGrid, Vararg{Field, K}}} where {S, D, K}","page":"Modules","title":"Chmy.Distributed.exchange_halo!","text":"exchange_halo!(side::Side, dim::Dim, arch, grid, fields...; async=false)\n\nPerform halo exchange communication between neighboring processes in a distributed architecture.\n\nArguments\n\nside: The side of the grid where the halo exchange is performed.\ndim: The dimension along which the halo exchange is performed.\narch: The distributed architecture used for communication.\ngrid: The structured grid on which the halo exchange is performed.\nfields...: The fields to be exchanged.\n\nOptional Arguments\n\nasync=false: Whether to perform the halo exchange asynchronously.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.exchange_halo!-Union{Tuple{N}, Tuple{DistributedArchitecture, StructuredGrid{N}, Vararg{Field}}} where N","page":"Modules","title":"Chmy.Distributed.exchange_halo!","text":"exchange_halo!(arch, grid, fields...)\n\nPerform halo exchange for the given architecture, grid, and fields.\n\nArguments\n\narch: The distributed architecture to perform halo exchange on.\ngrid: The structured grid on which halo exchange is performed.\nfields: The fields on which halo exchange is performed.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.gather!-Tuple{DistributedArchitecture, Any, Field}","page":"Modules","title":"Chmy.Distributed.gather!","text":"gather!(arch, dst, src::Field; kwargs...)\n\nGather the interior of a field src into a global array dst on the CPU.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.gather!-Union{Tuple{N}, Tuple{T}, Tuple{Union{Nothing, AbstractArray{T, N}}, AbstractArray{T, N}, MPI.Comm}} where {T, N}","page":"Modules","title":"Chmy.Distributed.gather!","text":"gather!(dst, src, comm::MPI.Comm; root=0)\n\nGather local array src into a global array dst. Size of the global array size(dst) should be equal to the product of the size of a local array size(src) and the dimensions of a Cartesian communicator comm. The array will be gathered on the process with id root (root=0 by default). Note that the memory for a global array should be allocated only on the process with id root, on other processes dst can be set to nothing.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.global_rank-Tuple{CartesianTopology}","page":"Modules","title":"Chmy.Distributed.global_rank","text":"global_rank(topo)\n\nGlobal id of a process in a Cartesian topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.global_size-Tuple{CartesianTopology}","page":"Modules","title":"Chmy.Distributed.global_size","text":"global_size(topo)\n\nTotal number of processes within the topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.has_neighbor-Tuple{CartesianTopology, Any, Any}","page":"Modules","title":"Chmy.Distributed.has_neighbor","text":"has_neighbor(topo, dim, side)\n\nReturns true if there a neighbor process in spatial direction dim on the side side, or false otherwise.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.nallocs-Tuple{Chmy.Distributed.StackAllocator}","page":"Modules","title":"Chmy.Distributed.nallocs","text":"nallocs(sa::StackAllocator)\n\nGet the number of allocations made by the given StackAllocator.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.neighbor-Tuple{CartesianTopology, Any, Any}","page":"Modules","title":"Chmy.Distributed.neighbor","text":"neighbor(topo, dim, side)\n\nReturns id of a neighbor process in spatial direction dim on the side side, if this neighbor exists, or MPI.PROC_NULL otherwise.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.neighbors-Tuple{CartesianTopology}","page":"Modules","title":"Chmy.Distributed.neighbors","text":"neighbors(topo)\n\nNeighbors of a current process.\n\nReturns tuple of ranks of the two immediate neighbors in each spatial direction, or MPI.PROC_NULL if there is no neighbor on a corresponding side.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.node_name-Tuple{CartesianTopology}","page":"Modules","title":"Chmy.Distributed.node_name","text":"node_name(topo)\n\nName of a node according to MPI.Get_processor_name().\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.node_size-Tuple{CartesianTopology}","page":"Modules","title":"Chmy.Distributed.node_size","text":"node_size(topo)\n\nNumber of processes sharing the same node.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.reset!-Tuple{Chmy.Distributed.StackAllocator}","page":"Modules","title":"Chmy.Distributed.reset!","text":"reset!(sa::StackAllocator)\n\nReset the stack allocator by resetting the pointer. Doesn't free the internal memory buffer.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.shared_comm-Tuple{CartesianTopology}","page":"Modules","title":"Chmy.Distributed.shared_comm","text":"shared_comm(topo)\n\nMPI communicator for the processes sharing the same node.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.shared_rank-Tuple{CartesianTopology}","page":"Modules","title":"Chmy.Distributed.shared_rank","text":"shared_rank(topo)\n\nLocal id of a process within a single node. Can be used to set the GPU device.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.topology-Tuple{DistributedArchitecture}","page":"Modules","title":"Chmy.Distributed.topology","text":"topology(arch::DistributedArchitecture)\n\nGet the virtual MPI topology of a distributed architecture\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#KernelAbstractions.get_backend-Tuple{DistributedArchitecture}","page":"Modules","title":"KernelAbstractions.get_backend","text":"get_backend(arch::DistributedArchitecture)\n\nGet the backend associated with a DistributedArchitecture by delegating to the child architecture.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Workers","page":"Modules","title":"Workers","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Workers]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Workers.Worker","page":"Modules","title":"Chmy.Workers.Worker","text":"Worker\n\nA worker that performs tasks asynchronously.\n\nConstructor\n\nWorker{T}(; [setup], [teardown]) where {T}\n\nConstructs a new Worker object.\n\nArguments\n\nsetup: A function to be executed before the worker starts processing tasks. (optional)\nteardown: A function to be executed after the worker finishes processing tasks. (optional)\n\n\n\n\n\n","category":"type"},{"location":"getting_started/#Getting-Started-with-Chmy.jl","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"","category":"section"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"Chmy.jl is a backend-agnostic toolkit for finite difference computations on multi-dimensional computational staggered grids. In this introductory tutorial, we will showcase the essence of Chmy.jl by solving a simple 2D diffusion problem. The full code of the tutorial material is available under diffusion_2d.jl.","category":"page"},{"location":"getting_started/#Basic-Diffusion","page":"Getting Started with Chmy.jl","title":"Basic Diffusion","text":"","category":"section"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"The diffusion equation is a second order parabolic PDE, here for a multivariable function C(xyt) that represents the field being diffused (such as the temperature or the concentration of a chemical component in a solution) showing derivatives in both temporal partial t and spatial partial x dimensions, where chi is the diffusion coefficient. In 2D we have the following formulation for the diffusion process:","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"beginequation\nfracpartial Cpartial t = chi left( fracpartial^2 Cpartial x^2 + fracpartial^2 Cpartial y^2 right)\nendequation","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"Introducing the diffusion flux q, we can rewrite equation (1) as a system of two PDEs, consisting of equations (2) and (3).","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"beginequation\nboldsymbolq = -chi nabla C\nendequation","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"beginequation\nfracpartial Cpartial t = - nabla cdot boldsymbolq\nendequation","category":"page"},{"location":"getting_started/#Boundary-Conditions","page":"Getting Started with Chmy.jl","title":"Boundary Conditions","text":"","category":"section"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"Generally, partial differential equations (PDEs) require initial or boundary conditions to ensure a unique and stable solution. For the field C, a Neumann boundary condition is given by:","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"beginequation\nfracpartial Cpartial boldsymboln = g(x y t)\nendequation","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"where fracpartial Cpartial boldsymboln is the derivative of C normal to the boundary, and g(x y t) is a given function. In this tutorial example, we consider a homogeneous Neumann boundary condition, g(x y t) = 0, which implies that there is no flux across the boundary.","category":"page"},{"location":"getting_started/#Using-Chmy.jl-for-Backend-Portable-Implementation","page":"Getting Started with Chmy.jl","title":"Using Chmy.jl for Backend Portable Implementation","text":"","category":"section"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"As the first step, we need to load the main module and any necessary submodules of Chmy.jl. Moreover, we use KernelAbstractions.jl for writing backend-agnostic kernels that are compatible with Chmy.jl.","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"using Chmy\nusing KernelAbstractions # for backend-agnostic kernels\nusing Printf, CairoMakie # for I/O and plotting\n# using CUDA\n# using AMDGPU\n# using Metal","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"In this introductory tutorial, we will use the CPU backend for simplicity:","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"backend = CPU()\narch = Arch(backend)","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"If a different backend is desired, one needs to load the relevant package accordingly. For example, if Nvidia or AMD GPUs are available, one can comment out using CUDA, using AMDGPU or using Metal and make sure to use arch = Arch(CUDABackend()), arch = Arch(ROCBackend()) or arch = Arch(MetalBackend()), respectively, when selecting the architecture. For further information about executing on a single-device or multi-device architecture, see the documentation section for Architectures.","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"warning: Metal backend\nMetal backend restricts floating point arithmetic precision of computations to Float32 or lower. In Chmy, this can be achieved by initialising the grid object using Float32 (f0) elements in the origin and extent tuples.","category":"page"},{"location":"getting_started/#Writing-and-Launch-Compute-Kernels","page":"Getting Started with Chmy.jl","title":"Writing & Launch Compute Kernels","text":"","category":"section"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"We want to solve the system of equations (2) & (3) numerically. We will use the explicit forward Euler method for temporal discretization and finite-differences for spatial discretization. Accordingly, the kernels for performing the arithmetic operations for each time step can be defined as follows:","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"@kernel inbounds = true function compute_q!(q, C, χ, g::StructuredGrid, O)\n I = @index(Global, Cartesian)\n I = I + O\n q.x[I] = -χ * ∂x(C, g, I)\n q.y[I] = -χ * ∂y(C, g, I)\nend","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"@kernel inbounds = true function update_C!(C, q, Δt, g::StructuredGrid, O)\n I = @index(Global, Cartesian)\n I = I + O\n C[I] -= Δt * divg(q, g, I)\nend","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"note: Non-Cartesian indices\nBesides using Cartesian indices, more standard indexing works as well, using NTuple. For example, update_C! will become:@kernel inbounds = true function update_C!(C, q, Δt, g::StructuredGrid, O)\n ix, iy = @index(Global, NTuple)\n (ix, iy) = (ix, iy) + O\n C[ix, iy] -= Δt * divg(q, g, ix, iy)\nendwhere the dimensions could be abstracted by splatting the returned index (I...):@kernel inbounds = true function update_C!(C, q, Δt, g::StructuredGrid, O)\n I = @index(Global, NTuple)\n I = I + O\n C[I...] -= Δt * divg(q, g, I...)\nend","category":"page"},{"location":"getting_started/#Model-Setup","page":"Getting Started with Chmy.jl","title":"Model Setup","text":"","category":"section"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"The diffusion model that we solve should contain the following model setup","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"# geometry\ngrid = UniformGrid(arch; origin=(-1, -1), extent=(2, 2), dims=(126, 126))\nlaunch = Launcher(arch, grid)\n\n# physics\nχ = 1.0\n\n# numerics\nΔt = minimum(spacing(grid))^2 / χ / ndims(grid) / 2.1","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"In the 2D problem only three physical fields, the field C and the diffusion flux q in x- and y-dimension are evolving with time. We define these fields on different locations on the staggered grid (more see Grids).","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"# allocate fields\nC = Field(backend, grid, Center())\nq = VectorField(backend, grid)","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"We randomly initialized the entries of C field and finished the initial model setup. One can refer to the section Fields for setting up more complex initial conditions.","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"# initial conditions\nset!(C, grid, (_, _) -> rand())\nbc!(arch, grid, C => Neumann(); exchange=C)","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"You should get a result like in the following plot.","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"fig = Figure()\nax = Axis(fig[1, 1];\n aspect = DataAspect(),\n xlabel = \"x\", ylabel = \"y\",\n title = \"it = 0\")\nplt = heatmap!(ax, centers(grid)..., interior(C) |> Array;\n colormap = :turbo)\nColorbar(fig[1, 2], plt)\ndisplay(fig)","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"
\n \n
","category":"page"},{"location":"getting_started/#Solving-Time-dependent-Problem","page":"Getting Started with Chmy.jl","title":"Solving Time-dependent Problem","text":"","category":"section"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"We are resolving a time-dependent problem, so we explicitly advance our solution within a time loop, specifying the number of iterations (or time steps) we desire to perform. The action that takes place within the time loop is the variable update that is performed by the compute kernels compute_q! and update_C!, accompanied by the imposing the Neumann boundary condition on the C field.","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"# action\nnt = 100\nfor it in 1:nt\n @printf(\"it = %d/%d \\n\", it, nt)\n launch(arch, grid, compute_q! => (q, C, χ, grid))\n launch(arch, grid, update_C! => (C, q, Δt, grid); bc=batch(grid, C => Neumann(); exchange=C))\nend","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"After running the simulation, you should see something like this, here the final result at it = 100 for the field C is plotted:","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"fig = Figure()\nax = Axis(fig[1, 1];\n aspect = DataAspect(),\n xlabel = \"x\", ylabel = \"y\",\n title = \"it = 100\")\nplt = heatmap!(ax, centers(grid)..., interior(C) |> Array;\n colormap = :turbo)\nColorbar(fig[1, 2], plt)\ndisplay(fig)","category":"page"},{"location":"getting_started/","page":"Getting Started with Chmy.jl","title":"Getting Started with Chmy.jl","text":"
\n \n
","category":"page"},{"location":"concepts/fields/#Fields","page":"Fields","title":"Fields","text":"","category":"section"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"With a given grid that allows us to define each point uniquely in a high-dimensional space, we abstract the data values to be defined on the grid under the concept AbstractField. Following is the type tree of the abstract field and its derived data types.","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"","category":"page"},{"location":"concepts/fields/#Defining-a-multi-dimensional-Field","page":"Fields","title":"Defining a multi-dimensional Field","text":"","category":"section"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"Consider the following example, where we defined a variable grid of type Chmy.UniformGrid, similar as in the previous section Grids. We can now define physical properties on the grid.","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"When defining a scalar field Field on the grid, we need to specify the arrangement of the field values. These values can either be stored at the cell centers of each control volume Center() or on the cell vertices/faces Vertex().","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"# Define geometry, architecture..., a 2D grid\ngrid = UniformGrid(arch; origin=(-lx/2, -ly/2), extent=(lx, ly), dims=(nx, ny))\n\n# Define pressure as a scalar field\nPr = Field(backend, grid, Center())","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"With the methods VectorField and TensorField, we can construct 2-dimensional and 3-dimensional fields, with predefined locations for each field dimension on a staggered grid.","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"# Define velocity as a vector field on the 2D grid\nV = VectorField(backend, grid)\n\n# Define stress as a tensor field on the 2D grid\nτ = TensorField(backend, grid)","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"Use the function location to get the location of the field as a tuple. Vector and tensor fields are currently defined as NamedTuple's (likely to change in the future), so one could query the locations of individual components, e.g. location(V.x) or location(τ.xy)","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"tip: Acquiring Locations on the Grid Cell\nOne could use a convenient getter for obtaining locations of variable on the staggered-grid. Such as Chmy.location(Pr) for scalar-valued pressure field and Chmy.location(τ.xx) for a tensor field.","category":"page"},{"location":"concepts/fields/#Initialising-Field","page":"Fields","title":"Initialising Field","text":"","category":"section"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"Chmy.jl provides functionality to set the values of the fields as a function of spatial coordinates:","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"C = Field(backend, grid, Center())\n\n# Set initial values of the field randomly\nset!(C, grid, (_, _) -> rand())\n\n# Set initial values to 2D Gaussian\nset!(C, grid, (x, y) -> exp(-x^2 - y^2))","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"A slightly more complex usage involves passing extra parameters to be used for initial conditions setup.","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"# Define a temperature field with values on cell centers\nT = Field(backend, grid, Center())\n\n# Function for setting up the initial conditions on T\ninit_incl(x, y, x0, y0, r, in, out) = ifelse((x - x0)^2 + (y - y0)^2 < r^2, in, out)\n\n# Set up the initial conditions with parameters specified\nset!(T, grid, init_incl; parameters=(x0=0.0, y0=0.0, r=0.1lx, in=T0, out=Ta))","category":"page"},{"location":"concepts/fields/#Defining-a-parameterized-FunctionField","page":"Fields","title":"Defining a parameterized FunctionField","text":"","category":"section"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"A field could also be represented in a parameterized way, having a function that associates a single number to every point in the space.","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"An object of the concrete type FunctionField can be initialized with its constructor. The constructor takes in","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"A function func\nA grid\nA location tuple loc for specifying the distribution of variables","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"Optionally, one can also use the boolean variable discrete to indicate if the function field is typed Discrete or Continuous. Any additional parameters to be used in the function func can be passed to the optional parameter parameters.","category":"page"},{"location":"concepts/fields/#Example:-Creation-of-a-parameterized-function-field","page":"Fields","title":"Example: Creation of a parameterized function field","text":"","category":"section"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"Followingly, we create a gravity variable that is two-dimensional and comprises of two parameterized FunctionField objects on a predefined uniform grid grid.","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"1. Define Functions that Parameterize the Field","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"In this step, we specify how the gravity field should be parameterized in x-direction and y-direction, with η as the additional parameter used in the parameterization.","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"# forcing terms\nρgx(x, y, η) = -0.5 * η * π^2 * sin(0.5π * x) * cos(0.5π * y)\nρgy(x, y, η) = 0.5 * η * π^2 * cos(0.5π * x) * sin(0.5π * y)","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"2. Define Locations for Variable Positioning","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"We specify the location on the fully-staggered grid as introduced in the Location on a Grid Cell section of the concept Grids.","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"vx_node = (Vertex(), Center())\nvy_node = (Center(), Vertex())","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"3. Define the 2D Gravity Field","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"By specifying the locations on which the parameterized field should be calculated, as well as concretizing the value η = η0 by passing it as the optional parameter parameters to the constructor, we can define the 2D gravity field:","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"η0 = 1.0\ngravity = (x=FunctionField(ρgx, grid, vx_node; parameters=η0),\n y=FunctionField(ρgy, grid, vy_node; parameters=η0))","category":"page"},{"location":"concepts/fields/#Defining-Constant-Fields","page":"Fields","title":"Defining Constant Fields","text":"","category":"section"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"For completeness, we also provide an abstract type ConstantField, which comprises of a generic ValueField type, and two special types ZeroField, OneField allowing dispatch for special casess. With such a construct, we can easily define value fields properties and other parameters using constant values in a straightforward and readable manner. Moreover, explicit information about the grid on which the field should be defined can be abbreviated. For example:","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"# Defines a field with constant values 1.0\nfield = Chmy.ValueField(1.0)","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"Alternatively, we could also use the OneField type, providing type information about the contents of the field.","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"# Defines a field with constant value 1.0\nonefield = Chmy.OneField{Float64}()","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"Notably, these two fields shall equal to each other as expected.","category":"page"},{"location":"concepts/fields/","page":"Fields","title":"Fields","text":"julia> field == onefield\ntrue","category":"page"},{"location":"developer_documentation/running_tests/#Running-Tests","page":"Running Tests","title":"Running Tests","text":"","category":"section"},{"location":"developer_documentation/running_tests/#CPU-tests","page":"Running Tests","title":"CPU tests","text":"","category":"section"},{"location":"developer_documentation/running_tests/","page":"Running Tests","title":"Running Tests","text":"To run the Chmy test suite on the CPU, simple run test from within the package mode or using Pkg:","category":"page"},{"location":"developer_documentation/running_tests/","page":"Running Tests","title":"Running Tests","text":"julia> using Pkg\n\njulia> Pkg.test(\"Chmy\")","category":"page"},{"location":"developer_documentation/running_tests/#GPU-tests","page":"Running Tests","title":"GPU tests","text":"","category":"section"},{"location":"developer_documentation/running_tests/","page":"Running Tests","title":"Running Tests","text":"To run the Chmy test suite on CUDA or ROC backend (Nvidia or AMD GPUs), respectively, run the tests using Pkg adding following test_args:","category":"page"},{"location":"developer_documentation/running_tests/#For-CUDA-backend-(Nvidia-GPUs):","page":"Running Tests","title":"For CUDA backend (Nvidia GPUs):","text":"","category":"section"},{"location":"developer_documentation/running_tests/","page":"Running Tests","title":"Running Tests","text":"julia> using Pkg\n\njulia> Pkg.test(\"Chmy\"; test_args=[\"--backend=CUDA\"])","category":"page"},{"location":"developer_documentation/running_tests/#For-ROC-backend-(AMD-GPUs):","page":"Running Tests","title":"For ROC backend (AMD GPUs):","text":"","category":"section"},{"location":"developer_documentation/running_tests/","page":"Running Tests","title":"Running Tests","text":"julia> using Pkg\n\njulia> Pkg.test(\"Chmy\"; test_args=[\"--backend=AMDGPU\"])","category":"page"},{"location":"#Chmy.jl","page":"Home","title":"Chmy.jl","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"Chmy.jl (pronounce tsh-mee) is a backend-agnostic toolkit for finite difference computations on multi-dimensional computational staggered grids. Chmy.jl features task-based distributed memory parallelisation capabilities.","category":"page"},{"location":"#Installation","page":"Home","title":"Installation","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"To install Chmy.jl, one can simply add it using the Julia package manager:","category":"page"},{"location":"","page":"Home","title":"Home","text":"julia> using Pkg\n\njulia> Pkg.add(\"Chmy\")","category":"page"},{"location":"","page":"Home","title":"Home","text":"After the package is installed, one can load the package by using:","category":"page"},{"location":"","page":"Home","title":"Home","text":"julia> using Chmy","category":"page"},{"location":"","page":"Home","title":"Home","text":"info: Install from a Specific Branch\nFor developers and advanced users, one might want to use the implementation of Chmy.jl from a specific branch by specifying the url. In the following code snippet, we do this by explicitly specifying to use the current implementation that is available under the main branch:julia> using Pkg; Pkg.add(url=\"https://github.com/PTsolvers/Chmy.jl#main\")","category":"page"},{"location":"#Feature-Summary","page":"Home","title":"Feature Summary","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"Chmy.jl provides a comprehensive framework for handling complex computational tasks on structured grids, leveraging both single and multi-device architectures. It seamlessly integrates with Julia's powerful parallel and concurrent programming capabilities, making it suitable for a wide range of scientific and engineering applications.","category":"page"},{"location":"","page":"Home","title":"Home","text":"A general list of the features is:","category":"page"},{"location":"","page":"Home","title":"Home","text":"Backend-agnostic capabilities leveraging KernelAbstractions.jl\nDistributed computing support with MPI.jl\nMulti-dimensional, parametrisable discrete and continuous fields on structured grids\nHigh-level interface for specifying boundary conditions with automatic batching for performance\nFinite difference and interpolation operators on discrete fields\nExtensibility; The package is written in pure Julia, so adding new functions, simplification rules, and model transformations has no barrier","category":"page"},{"location":"#Funding","page":"Home","title":"Funding","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"The development of this package is supported by the GPU4GEO PASC project. More information about the GPU4GEO project can be found on the GPU4GEO website.","category":"page"},{"location":"concepts/grids/#Grids","page":"Grids","title":"Grids","text":"","category":"section"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"The choice of numerical grid used depends on the type of equations to be resolved and affects the discretization schemes used. The design of the Chmy.Grids module aims to provide a robust yet flexible user API in customizing the numerical grids used for spatial discretization.","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"We currently support grids with quadrilateral cells. An N-dimensional numerical grid contains N spatial dimensions, each represented by an axis.","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"Grid Properties Description Tunable Parameters\nDimensions The grid can be N-dimensional by having N axes. AbstractAxis\nDistribution of Nodal Points The grid can be regular (uniform distribution) or non-regular (irregular distribution). UniformAxis, FunctionAxis\nDistribution of Variables The grid can be non-staggered (collocated) or staggered, affecting how variables are positioned within the grid. Center, Vertex","category":"page"},{"location":"concepts/grids/#Axis","page":"Grids","title":"Axis","text":"","category":"section"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"Objects of type AbstractAxis are building blocks of numerical grids. We can either define equidistant axes with UniformAxis, or parameterized axes with FunctionAxis.","category":"page"},{"location":"concepts/grids/#Uniform-Axis","page":"Grids","title":"Uniform Axis","text":"","category":"section"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"To define a uniform axis, we need to provide:","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"Origin: The starting point of the axis.\nExtent: The length of the section of the axis considered.\nCell Length: The length of each cell along the axis.","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"With the information above, an axis can be defined and incorporated into a spatial dimension. The spacing (with alias Δ) and inv_spacing (with alias iΔ) functions allow convenient access to the grid spacing (Δx/Δy/Δz) and its reciprocal, respectively.","category":"page"},{"location":"concepts/grids/#Function-Axis","page":"Grids","title":"Function Axis","text":"","category":"section"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"As an alternative, one could also define a FunctionAxis object using a function that parameterizes the spacing of the axis, together with the length of the axis.","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"f = i -> ((i - 1) / 4)^1.5\nlength = 4\nparameterized_axis = FunctionAxis(f, length)","category":"page"},{"location":"concepts/grids/#Structured-Grids","page":"Grids","title":"Structured Grids","text":"","category":"section"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"A common mesh structure that is used for the spatial discretization in the finite difference approach is a structured grid (concrete type StructuredGrid or its alias SG).","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"We provide a function UniformGrid for creating an equidistant StructuredGrid, that essentially boils down to having axes of type UniformAxis in each spatial dimension.","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"# with architecture as well as numerics lx/y/z and nx/y/z defined\ngrid = UniformGrid(arch;\n origin=(-lx/2, -ly/2, -lz/2),\n extent=(lx, ly, lz),\n dims=(nx, ny, nz))","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"warning: Metal backend\nIf using the Metal backend, ensure to use Float32 (f0) element types in the origin and extent tuples when initialising the grid.","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"info: Interactive Grid Visualization\ngrids_2d.jl: Visualization of a 2D StructuredGrid\ngrids_3d.jl: Visualization of a 3D StructuredGrid","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"","category":"page"},{"location":"concepts/grids/#Location-on-a-Grid-Cell","page":"Grids","title":"Location on a Grid Cell","text":"","category":"section"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"In order to allow full control over the distribution of different variables on the grid, we provide a high-level abstraction of the property location on a grid cell with the abstract type Location. More concretely, a property location along a spatial dimension can be either of concrete type Center or Vertex on a structured grid.","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"We illustrate how to specify the location within a grid cell on a fully staggered uniform grid. The following 2D example also has ghost nodes illustrated that are located immediately outside the domain boundary.","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"In the following example, we zoom into a specific cell on a fully-staggered grid. By specifying for both x- and y-dimensions whether the node locates at the Center (C) or Vertex (V) along the respective axis, we can arrive in 4 categories of nodes on a 2D quadrilateral cell, which we refer to as \"basic\", \"pressure\", \"Vx\" and \"Vy\" nodes, following common practices.","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"If all variables are defined on basic nodes, specified by (V,V) locations, we have the simplest non-staggered collocated grid.","category":"page"},{"location":"concepts/grids/#Dimensions-of-Fields-on-Structured-Grids","page":"Grids","title":"Dimensions of Fields on Structured Grids","text":"","category":"section"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"With a structured grid defined that consists of nx = N cells horizontally and ny = M cells vertically, we have the following dimensions for fields associated with the grid.","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"Node Type Field Dimension Location\nCell vertex (N + 1) times (M + 1) (V, V)\nX interface (N + 1) times M (V, C)\nY interface $ N \\times (M + 1)$ (C, V)\nCell Center N times M (C, C)","category":"page"},{"location":"concepts/grids/#Connectivity-of-a-StructuredGrid","page":"Grids","title":"Connectivity of a StructuredGrid","text":"","category":"section"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"Using the method connectivity(::SG{N,T,C}, ::Dim{D}, ::Side{S}), one can obtain the connectivity underlying a structured grid. If no special grid topology is provided, a default Bounded grid topology is used for the UniformGrid. Therefore, on a default UniformGrid, the following assertions hold:","category":"page"},{"location":"concepts/grids/","page":"Grids","title":"Grids","text":"julia> @assert connectivity(grid, Dim(1), Side(1)) isa Bounded \"Left boundary is bounded\"\n\njulia> @assert connectivity(grid, Dim(1), Side(2)) isa Bounded \"Right boundary is bounded\"\n\njulia> @assert connectivity(grid, Dim(2), Side(1)) isa Bounded \"Upper boundary is bounded\"\n\njulia> @assert connectivity(grid, Dim(2), Side(2)) isa Bounded \"Lower boundary is bounded\"","category":"page"}] +} diff --git a/previews/PR51/siteinfo.js b/previews/PR51/siteinfo.js new file mode 100644 index 00000000..51c6badb --- /dev/null +++ b/previews/PR51/siteinfo.js @@ -0,0 +1 @@ +var DOCUMENTER_CURRENT_VERSION = "previews/PR51"; diff --git a/previews/PR6/.documenter-siteinfo.json b/previews/PR6/.documenter-siteinfo.json new file mode 100644 index 00000000..8f6a1809 --- /dev/null +++ b/previews/PR6/.documenter-siteinfo.json @@ -0,0 +1 @@ +{"documenter":{"julia_version":"1.10.0","generation_timestamp":"2024-02-09T08:08:18","documenter_version":"1.2.1"}} \ No newline at end of file diff --git a/previews/PR6/assets/documenter.js b/previews/PR6/assets/documenter.js new file mode 100644 index 00000000..f5311607 --- /dev/null +++ b/previews/PR6/assets/documenter.js @@ -0,0 +1,889 @@ +// Generated by Documenter.jl +requirejs.config({ + paths: { + 'highlight-julia': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia.min', + 'headroom': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/headroom.min', + 'jqueryui': 'https://cdnjs.cloudflare.com/ajax/libs/jqueryui/1.13.2/jquery-ui.min', + 'minisearch': 'https://cdn.jsdelivr.net/npm/minisearch@6.1.0/dist/umd/index.min', + 'katex-auto-render': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/contrib/auto-render.min', + 'jquery': 'https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.0/jquery.min', + 'headroom-jquery': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/jQuery.headroom.min', + 'katex': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min', + 'highlight': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/highlight.min', + 'highlight-julia-repl': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia-repl.min', + }, + shim: { + "highlight-julia": { + "deps": [ + "highlight" + ] + }, + "katex-auto-render": { + "deps": [ + "katex" + ] + }, + "headroom-jquery": { + "deps": [ + "jquery", + "headroom" + ] + }, + "highlight-julia-repl": { + "deps": [ + "highlight" + ] + } +} +}); +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'katex', 'katex-auto-render'], function($, katex, renderMathInElement) { +$(document).ready(function() { + renderMathInElement( + document.body, + { + "delimiters": [ + { + "left": "$", + "right": "$", + "display": false + }, + { + "left": "$$", + "right": "$$", + "display": true + }, + { + "left": "\\[", + "right": "\\]", + "display": true + } + ] +} + + ); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'highlight', 'highlight-julia', 'highlight-julia-repl'], function($) { +$(document).ready(function() { + hljs.highlightAll(); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +let timer = 0; +var isExpanded = true; + +$(document).on("click", ".docstring header", function () { + let articleToggleTitle = "Expand docstring"; + + debounce(() => { + if ($(this).siblings("section").is(":visible")) { + $(this) + .find(".docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + } else { + $(this) + .find(".docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + articleToggleTitle = "Collapse docstring"; + } + + $(this) + .find(".docstring-article-toggle-button") + .prop("title", articleToggleTitle); + $(this).siblings("section").slideToggle(); + }); +}); + +$(document).on("click", ".docs-article-toggle-button", function () { + let articleToggleTitle = "Expand docstring"; + let navArticleToggleTitle = "Expand all docstrings"; + + debounce(() => { + if (isExpanded) { + $(this).removeClass("fa-chevron-up").addClass("fa-chevron-down"); + $(".docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + + isExpanded = false; + + $(".docstring section").slideUp(); + } else { + $(this).removeClass("fa-chevron-down").addClass("fa-chevron-up"); + $(".docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + isExpanded = true; + articleToggleTitle = "Collapse docstring"; + navArticleToggleTitle = "Collapse all docstrings"; + + $(".docstring section").slideDown(); + } + + $(this).prop("title", navArticleToggleTitle); + $(".docstring-article-toggle-button").prop("title", articleToggleTitle); + }); +}); + +function debounce(callback, timeout = 300) { + if (Date.now() - timer > timeout) { + callback(); + } + + clearTimeout(timer); + + timer = Date.now(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require([], function() { +function addCopyButtonCallbacks() { + for (const el of document.getElementsByTagName("pre")) { + const button = document.createElement("button"); + button.classList.add("copy-button", "fa-solid", "fa-copy"); + button.setAttribute("aria-label", "Copy this code block"); + button.setAttribute("title", "Copy"); + + el.appendChild(button); + + const success = function () { + button.classList.add("success", "fa-check"); + button.classList.remove("fa-copy"); + }; + + const failure = function () { + button.classList.add("error", "fa-xmark"); + button.classList.remove("fa-copy"); + }; + + button.addEventListener("click", function () { + copyToClipboard(el.innerText).then(success, failure); + + setTimeout(function () { + button.classList.add("fa-copy"); + button.classList.remove("success", "fa-check", "fa-xmark"); + }, 5000); + }); + } +} + +function copyToClipboard(text) { + // clipboard API is only available in secure contexts + if (window.navigator && window.navigator.clipboard) { + return window.navigator.clipboard.writeText(text); + } else { + return new Promise(function (resolve, reject) { + try { + const el = document.createElement("textarea"); + el.textContent = text; + el.style.position = "fixed"; + el.style.opacity = 0; + document.body.appendChild(el); + el.select(); + document.execCommand("copy"); + + resolve(); + } catch (err) { + reject(err); + } finally { + document.body.removeChild(el); + } + }); + } +} + +if (document.readyState === "loading") { + document.addEventListener("DOMContentLoaded", addCopyButtonCallbacks); +} else { + addCopyButtonCallbacks(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'headroom', 'headroom-jquery'], function($, Headroom) { + +// Manages the top navigation bar (hides it when the user starts scrolling down on the +// mobile). +window.Headroom = Headroom; // work around buggy module loading? +$(document).ready(function () { + $("#documenter .docs-navbar").headroom({ + tolerance: { up: 10, down: 10 }, + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'minisearch'], function($, minisearch) { + +// In general, most search related things will have "search" as a prefix. +// To get an in-depth about the thought process you can refer: https://hetarth02.hashnode.dev/series/gsoc + +let results = []; +let timer = undefined; + +let data = documenterSearchIndex["docs"].map((x, key) => { + x["id"] = key; // minisearch requires a unique for each object + return x; +}); + +// list below is the lunr 2.1.3 list minus the intersect with names(Base) +// (all, any, get, in, is, only, which) and (do, else, for, let, where, while, with) +// ideally we'd just filter the original list but it's not available as a variable +const stopWords = new Set([ + "a", + "able", + "about", + "across", + "after", + "almost", + "also", + "am", + "among", + "an", + "and", + "are", + "as", + "at", + "be", + "because", + "been", + "but", + "by", + "can", + "cannot", + "could", + "dear", + "did", + "does", + "either", + "ever", + "every", + "from", + "got", + "had", + "has", + "have", + "he", + "her", + "hers", + "him", + "his", + "how", + "however", + "i", + "if", + "into", + "it", + "its", + "just", + "least", + "like", + "likely", + "may", + "me", + "might", + "most", + "must", + "my", + "neither", + "no", + "nor", + "not", + "of", + "off", + "often", + "on", + "or", + "other", + "our", + "own", + "rather", + "said", + "say", + "says", + "she", + "should", + "since", + "so", + "some", + "than", + "that", + "the", + "their", + "them", + "then", + "there", + "these", + "they", + "this", + "tis", + "to", + "too", + "twas", + "us", + "wants", + "was", + "we", + "were", + "what", + "when", + "who", + "whom", + "why", + "will", + "would", + "yet", + "you", + "your", +]); + +let index = new minisearch({ + fields: ["title", "text"], // fields to index for full-text search + storeFields: ["location", "title", "text", "category", "page"], // fields to return with search results + processTerm: (term) => { + let word = stopWords.has(term) ? null : term; + if (word) { + // custom trimmer that doesn't strip @ and !, which are used in julia macro and function names + word = word + .replace(/^[^a-zA-Z0-9@!]+/, "") + .replace(/[^a-zA-Z0-9@!]+$/, ""); + } + + return word ?? null; + }, + // add . as a separator, because otherwise "title": "Documenter.Anchors.add!", would not find anything if searching for "add!", only for the entire qualification + tokenize: (string) => string.split(/[\s\-\.]+/), + // options which will be applied during the search + searchOptions: { + boost: { title: 100 }, + fuzzy: 2, + processTerm: (term) => { + let word = stopWords.has(term) ? null : term; + if (word) { + word = word + .replace(/^[^a-zA-Z0-9@!]+/, "") + .replace(/[^a-zA-Z0-9@!]+$/, ""); + } + + return word ?? null; + }, + tokenize: (string) => string.split(/[\s\-\.]+/), + }, +}); + +index.addAll(data); + +let filters = [...new Set(data.map((x) => x.category))]; +var modal_filters = make_modal_body_filters(filters); +var filter_results = []; + +$(document).on("keyup", ".documenter-search-input", function (event) { + // Adding a debounce to prevent disruptions from super-speed typing! + debounce(() => update_search(filter_results), 300); +}); + +$(document).on("click", ".search-filter", function () { + if ($(this).hasClass("search-filter-selected")) { + $(this).removeClass("search-filter-selected"); + } else { + $(this).addClass("search-filter-selected"); + } + + // Adding a debounce to prevent disruptions from crazy clicking! + debounce(() => get_filters(), 300); +}); + +/** + * A debounce function, takes a function and an optional timeout in milliseconds + * + * @function callback + * @param {number} timeout + */ +function debounce(callback, timeout = 300) { + clearTimeout(timer); + timer = setTimeout(callback, timeout); +} + +/** + * Make/Update the search component + * + * @param {string[]} selected_filters + */ +function update_search(selected_filters = []) { + let initial_search_body = ` +
Type something to get started!
+ `; + + let querystring = $(".documenter-search-input").val(); + + if (querystring.trim()) { + results = index.search(querystring, { + filter: (result) => { + // Filtering results + if (selected_filters.length === 0) { + return result.score >= 1; + } else { + return ( + result.score >= 1 && selected_filters.includes(result.category) + ); + } + }, + }); + + let search_result_container = ``; + let search_divider = `
`; + + if (results.length) { + let links = []; + let count = 0; + let search_results = ""; + + results.forEach(function (result) { + if (result.location) { + // Checking for duplication of results for the same page + if (!links.includes(result.location)) { + search_results += make_search_result(result, querystring); + count++; + } + + links.push(result.location); + } + }); + + let result_count = `
${count} result(s)
`; + + search_result_container = ` +
+ ${modal_filters} + ${search_divider} + ${result_count} +
+ ${search_results} +
+
+ `; + } else { + search_result_container = ` +
+ ${modal_filters} + ${search_divider} +
0 result(s)
+
+
No result found!
+ `; + } + + if ($(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").removeClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(search_result_container); + } else { + filter_results = []; + modal_filters = make_modal_body_filters(filters, filter_results); + + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(initial_search_body); + } +} + +/** + * Make the modal filter html + * + * @param {string[]} filters + * @param {string[]} selected_filters + * @returns string + */ +function make_modal_body_filters(filters, selected_filters = []) { + let str = ``; + + filters.forEach((val) => { + if (selected_filters.includes(val)) { + str += `${val}`; + } else { + str += `${val}`; + } + }); + + let filter_html = ` +
+ Filters: + ${str} +
+ `; + + return filter_html; +} + +/** + * Make the result component given a minisearch result data object and the value of the search input as queryString. + * To view the result object structure, refer: https://lucaong.github.io/minisearch/modules/_minisearch_.html#searchresult + * + * @param {object} result + * @param {string} querystring + * @returns string + */ +function make_search_result(result, querystring) { + let search_divider = `
`; + let display_link = + result.location.slice(Math.max(0), Math.min(50, result.location.length)) + + (result.location.length > 30 ? "..." : ""); // To cut-off the link because it messes with the overflow of the whole div + + if (result.page !== "") { + display_link += ` (${result.page})`; + } + + let textindex = new RegExp(`\\b${querystring}\\b`, "i").exec(result.text); + let text = + textindex !== null + ? result.text.slice( + Math.max(textindex.index - 100, 0), + Math.min( + textindex.index + querystring.length + 100, + result.text.length + ) + ) + : ""; // cut-off text before and after from the match + + let display_result = text.length + ? "..." + + text.replace( + new RegExp(`\\b${querystring}\\b`, "i"), // For first occurrence + '$&' + ) + + "..." + : ""; // highlights the match + + let in_code = false; + if (!["page", "section"].includes(result.category.toLowerCase())) { + in_code = true; + } + + // We encode the full url to escape some special characters which can lead to broken links + let result_div = ` + +
+
${result.title}
+
${result.category}
+
+

+ ${display_result} +

+
+ ${display_link} +
+ + ${search_divider} + `; + + return result_div; +} + +/** + * Get selected filters, remake the filter html and lastly update the search modal + */ +function get_filters() { + let ele = $(".search-filters .search-filter-selected").get(); + filter_results = ele.map((x) => $(x).text().toLowerCase()); + modal_filters = make_modal_body_filters(filters, filter_results); + update_search(filter_results); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Modal settings dialog +$(document).ready(function () { + var settings = $("#documenter-settings"); + $("#documenter-settings-button").click(function () { + settings.toggleClass("is-active"); + }); + // Close the dialog if X is clicked + $("#documenter-settings button.delete").click(function () { + settings.removeClass("is-active"); + }); + // Close dialog if ESC is pressed + $(document).keyup(function (e) { + if (e.keyCode == 27) settings.removeClass("is-active"); + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +let search_modal_header = ` +
+
+

+ + + + +

+
+
+ +
+
+`; + +let initial_search_body = ` +
Type something to get started!
+`; + +let search_modal_footer = ` +
+ + Ctrl + + / to search + + esc to close +
+`; + +$(document.body).append( + ` + + ` +); + +document.querySelector(".docs-search-query").addEventListener("click", () => { + openModal(); +}); + +document.querySelector(".close-search-modal").addEventListener("click", () => { + closeModal(); +}); + +$(document).on("click", ".search-result-link", function () { + closeModal(); +}); + +document.addEventListener("keydown", (event) => { + if ((event.ctrlKey || event.metaKey) && event.key === "/") { + openModal(); + } else if (event.key === "Escape") { + closeModal(); + } + + return false; +}); + +// Functions to open and close a modal +function openModal() { + let searchModal = document.querySelector("#search-modal"); + + searchModal.classList.add("is-active"); + document.querySelector(".documenter-search-input").focus(); +} + +function closeModal() { + let searchModal = document.querySelector("#search-modal"); + let initial_search_body = ` +
Type something to get started!
+ `; + + searchModal.classList.remove("is-active"); + document.querySelector(".documenter-search-input").blur(); + + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".documenter-search-input").val(""); + $(".search-modal-card-body").html(initial_search_body); +} + +document + .querySelector("#search-modal .modal-background") + .addEventListener("click", () => { + closeModal(); + }); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Manages the showing and hiding of the sidebar. +$(document).ready(function () { + var sidebar = $("#documenter > .docs-sidebar"); + var sidebar_button = $("#documenter-sidebar-button"); + sidebar_button.click(function (ev) { + ev.preventDefault(); + sidebar.toggleClass("visible"); + if (sidebar.hasClass("visible")) { + // Makes sure that the current menu item is visible in the sidebar. + $("#documenter .docs-menu a.is-active").focus(); + } + }); + $("#documenter > .docs-main").bind("click", function (ev) { + if ($(ev.target).is(sidebar_button)) { + return; + } + if (sidebar.hasClass("visible")) { + sidebar.removeClass("visible"); + } + }); +}); + +// Resizes the package name / sitename in the sidebar if it is too wide. +// Inspired by: https://github.com/davatron5000/FitText.js +$(document).ready(function () { + e = $("#documenter .docs-autofit"); + function resize() { + var L = parseInt(e.css("max-width"), 10); + var L0 = e.width(); + if (L0 > L) { + var h0 = parseInt(e.css("font-size"), 10); + e.css("font-size", (L * h0) / L0); + // TODO: make sure it survives resizes? + } + } + // call once and then register events + resize(); + $(window).resize(resize); + $(window).on("orientationchange", resize); +}); + +// Scroll the navigation bar to the currently selected menu item +$(document).ready(function () { + var sidebar = $("#documenter .docs-menu").get(0); + var active = $("#documenter .docs-menu .is-active").get(0); + if (typeof active !== "undefined") { + sidebar.scrollTop = active.offsetTop - sidebar.offsetTop - 15; + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Theme picker setup +$(document).ready(function () { + // onchange callback + $("#documenter-themepicker").change(function themepick_callback(ev) { + var themename = $("#documenter-themepicker option:selected").attr("value"); + if (themename === "auto") { + // set_theme(window.matchMedia('(prefers-color-scheme: dark)').matches ? 'dark' : 'light'); + window.localStorage.removeItem("documenter-theme"); + } else { + // set_theme(themename); + window.localStorage.setItem("documenter-theme", themename); + } + // We re-use the global function from themeswap.js to actually do the swapping. + set_theme_from_local_storage(); + }); + + // Make sure that the themepicker displays the correct theme when the theme is retrieved + // from localStorage + if (typeof window.localStorage !== "undefined") { + var theme = window.localStorage.getItem("documenter-theme"); + if (theme !== null) { + $("#documenter-themepicker option").each(function (i, e) { + e.selected = e.value === theme; + }); + } + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// update the version selector with info from the siteinfo.js and ../versions.js files +$(document).ready(function () { + // If the version selector is disabled with DOCUMENTER_VERSION_SELECTOR_DISABLED in the + // siteinfo.js file, we just return immediately and not display the version selector. + if ( + typeof DOCUMENTER_VERSION_SELECTOR_DISABLED === "boolean" && + DOCUMENTER_VERSION_SELECTOR_DISABLED + ) { + return; + } + + var version_selector = $("#documenter .docs-version-selector"); + var version_selector_select = $("#documenter .docs-version-selector select"); + + version_selector_select.change(function (x) { + target_href = version_selector_select + .children("option:selected") + .get(0).value; + window.location.href = target_href; + }); + + // add the current version to the selector based on siteinfo.js, but only if the selector is empty + if ( + typeof DOCUMENTER_CURRENT_VERSION !== "undefined" && + $("#version-selector > option").length == 0 + ) { + var option = $( + "" + ); + version_selector_select.append(option); + } + + if (typeof DOC_VERSIONS !== "undefined") { + var existing_versions = version_selector_select.children("option"); + var existing_versions_texts = existing_versions.map(function (i, x) { + return x.text; + }); + DOC_VERSIONS.forEach(function (each) { + var version_url = documenterBaseURL + "/../" + each + "/"; + var existing_id = $.inArray(each, existing_versions_texts); + // if not already in the version selector, add it as a new option, + // otherwise update the old option with the URL and enable it + if (existing_id == -1) { + var option = $( + "" + ); + version_selector_select.append(option); + } else { + var option = existing_versions[existing_id]; + option.value = version_url; + option.disabled = false; + } + }); + } + + // only show the version selector if the selector has been populated + if (version_selector_select.children("option").length > 0) { + version_selector.toggleClass("visible"); + } +}); + +}) diff --git a/previews/PR6/assets/logo.png b/previews/PR6/assets/logo.png new file mode 100644 index 00000000..a5048ba6 Binary files /dev/null and b/previews/PR6/assets/logo.png differ diff --git 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input[type="radio"]{vertical-align:baseline}html.theme--documenter-dark small{font-size:.875em}html.theme--documenter-dark span{font-style:inherit;font-weight:inherit}html.theme--documenter-dark strong{color:#f2f2f2;font-weight:700}html.theme--documenter-dark fieldset{border:none}html.theme--documenter-dark pre{-webkit-overflow-scrolling:touch;background-color:#282f2f;color:#fff;font-size:.875em;overflow-x:auto;padding:1.25rem 1.5rem;white-space:pre;word-wrap:normal}html.theme--documenter-dark pre code{background-color:transparent;color:currentColor;font-size:1em;padding:0}html.theme--documenter-dark table td,html.theme--documenter-dark table th{vertical-align:top}html.theme--documenter-dark table td:not([align]),html.theme--documenter-dark table th:not([align]){text-align:inherit}html.theme--documenter-dark table th{color:#f2f2f2}html.theme--documenter-dark .box{background-color:#343c3d;border-radius:8px;box-shadow:none;color:#fff;display:block;padding:1.25rem}html.theme--documenter-dark a.box:hover,html.theme--documenter-dark a.box:focus{box-shadow:0 0.5em 1em -0.125em rgba(10,10,10,0.1),0 0 0 1px #1abc9c}html.theme--documenter-dark a.box:active{box-shadow:inset 0 1px 2px rgba(10,10,10,0.2),0 0 0 1px #1abc9c}html.theme--documenter-dark .button{background-color:#282f2f;border-color:#4c5759;border-width:1px;color:#375a7f;cursor:pointer;justify-content:center;padding-bottom:calc(0.5em - 1px);padding-left:1em;padding-right:1em;padding-top:calc(0.5em - 1px);text-align:center;white-space:nowrap}html.theme--documenter-dark .button strong{color:inherit}html.theme--documenter-dark .button .icon,html.theme--documenter-dark .button .icon.is-small,html.theme--documenter-dark .button #documenter .docs-sidebar form.docs-search>input.icon,html.theme--documenter-dark #documenter .docs-sidebar .button form.docs-search>input.icon,html.theme--documenter-dark .button .icon.is-medium,html.theme--documenter-dark .button .icon.is-large{height:1.5em;width:1.5em}html.theme--documenter-dark .button .icon:first-child:not(:last-child){margin-left:calc(-0.5em - 1px);margin-right:.25em}html.theme--documenter-dark .button .icon:last-child:not(:first-child){margin-left:.25em;margin-right:calc(-0.5em - 1px)}html.theme--documenter-dark .button .icon:first-child:last-child{margin-left:calc(-0.5em - 1px);margin-right:calc(-0.5em - 1px)}html.theme--documenter-dark .button:hover,html.theme--documenter-dark .button.is-hovered{border-color:#8c9b9d;color:#f2f2f2}html.theme--documenter-dark .button:focus,html.theme--documenter-dark .button.is-focused{border-color:#8c9b9d;color:#17a689}html.theme--documenter-dark .button:focus:not(:active),html.theme--documenter-dark .button.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(26,188,156,0.25)}html.theme--documenter-dark .button:active,html.theme--documenter-dark .button.is-active{border-color:#343c3d;color:#f2f2f2}html.theme--documenter-dark .button.is-text{background-color:transparent;border-color:transparent;color:#fff;text-decoration:underline}html.theme--documenter-dark .button.is-text:hover,html.theme--documenter-dark .button.is-text.is-hovered,html.theme--documenter-dark .button.is-text:focus,html.theme--documenter-dark .button.is-text.is-focused{background-color:#282f2f;color:#f2f2f2}html.theme--documenter-dark .button.is-text:active,html.theme--documenter-dark .button.is-text.is-active{background-color:#1d2122;color:#f2f2f2}html.theme--documenter-dark .button.is-text[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-text{background-color:transparent;border-color:transparent;box-shadow:none}html.theme--documenter-dark .button.is-ghost{background:none;border-color:rgba(0,0,0,0);color:#1abc9c;text-decoration:none}html.theme--documenter-dark .button.is-ghost:hover,html.theme--documenter-dark .button.is-ghost.is-hovered{color:#1abc9c;text-decoration:underline}html.theme--documenter-dark .button.is-white{background-color:#fff;border-color:transparent;color:#0a0a0a}html.theme--documenter-dark .button.is-white:hover,html.theme--documenter-dark .button.is-white.is-hovered{background-color:#f9f9f9;border-color:transparent;color:#0a0a0a}html.theme--documenter-dark .button.is-white:focus,html.theme--documenter-dark .button.is-white.is-focused{border-color:transparent;color:#0a0a0a}html.theme--documenter-dark .button.is-white:focus:not(:active),html.theme--documenter-dark .button.is-white.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(255,255,255,0.25)}html.theme--documenter-dark .button.is-white:active,html.theme--documenter-dark .button.is-white.is-active{background-color:#f2f2f2;border-color:transparent;color:#0a0a0a}html.theme--documenter-dark .button.is-white[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-white{background-color:#fff;border-color:#fff;box-shadow:none}html.theme--documenter-dark .button.is-white.is-inverted{background-color:#0a0a0a;color:#fff}html.theme--documenter-dark .button.is-white.is-inverted:hover,html.theme--documenter-dark .button.is-white.is-inverted.is-hovered{background-color:#000}html.theme--documenter-dark .button.is-white.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-white.is-inverted{background-color:#0a0a0a;border-color:transparent;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-white.is-loading::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--documenter-dark .button.is-white.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-white.is-outlined:hover,html.theme--documenter-dark .button.is-white.is-outlined.is-hovered,html.theme--documenter-dark .button.is-white.is-outlined:focus,html.theme--documenter-dark .button.is-white.is-outlined.is-focused{background-color:#fff;border-color:#fff;color:#0a0a0a}html.theme--documenter-dark .button.is-white.is-outlined.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-white.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-white.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-white.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-white.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--documenter-dark .button.is-white.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-white.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-white.is-inverted.is-outlined{background-color:transparent;border-color:#0a0a0a;color:#0a0a0a}html.theme--documenter-dark .button.is-white.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-white.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-white.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-white.is-inverted.is-outlined.is-focused{background-color:#0a0a0a;color:#fff}html.theme--documenter-dark .button.is-white.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-white.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-white.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-white.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-white.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-white.is-inverted.is-outlined{background-color:transparent;border-color:#0a0a0a;box-shadow:none;color:#0a0a0a}html.theme--documenter-dark .button.is-black{background-color:#0a0a0a;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-black:hover,html.theme--documenter-dark .button.is-black.is-hovered{background-color:#040404;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-black:focus,html.theme--documenter-dark .button.is-black.is-focused{border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-black:focus:not(:active),html.theme--documenter-dark .button.is-black.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(10,10,10,0.25)}html.theme--documenter-dark .button.is-black:active,html.theme--documenter-dark .button.is-black.is-active{background-color:#000;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-black[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-black{background-color:#0a0a0a;border-color:#0a0a0a;box-shadow:none}html.theme--documenter-dark .button.is-black.is-inverted{background-color:#fff;color:#0a0a0a}html.theme--documenter-dark .button.is-black.is-inverted:hover,html.theme--documenter-dark .button.is-black.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--documenter-dark .button.is-black.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-black.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#0a0a0a}html.theme--documenter-dark .button.is-black.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-black.is-outlined{background-color:transparent;border-color:#0a0a0a;color:#0a0a0a}html.theme--documenter-dark .button.is-black.is-outlined:hover,html.theme--documenter-dark .button.is-black.is-outlined.is-hovered,html.theme--documenter-dark .button.is-black.is-outlined:focus,html.theme--documenter-dark .button.is-black.is-outlined.is-focused{background-color:#0a0a0a;border-color:#0a0a0a;color:#fff}html.theme--documenter-dark .button.is-black.is-outlined.is-loading::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--documenter-dark .button.is-black.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-black.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-black.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-black.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-black.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-black.is-outlined{background-color:transparent;border-color:#0a0a0a;box-shadow:none;color:#0a0a0a}html.theme--documenter-dark .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-black.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-focused{background-color:#fff;color:#0a0a0a}html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--documenter-dark .button.is-black.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-light{background-color:#ecf0f1;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light:hover,html.theme--documenter-dark .button.is-light.is-hovered{background-color:#e5eaec;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light:focus,html.theme--documenter-dark .button.is-light.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light:focus:not(:active),html.theme--documenter-dark .button.is-light.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(236,240,241,0.25)}html.theme--documenter-dark .button.is-light:active,html.theme--documenter-dark .button.is-light.is-active{background-color:#dde4e6;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-light{background-color:#ecf0f1;border-color:#ecf0f1;box-shadow:none}html.theme--documenter-dark .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-inverted:hover,html.theme--documenter-dark .button.is-light.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--documenter-dark .button.is-light.is-outlined{background-color:transparent;border-color:#ecf0f1;color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-outlined:hover,html.theme--documenter-dark .button.is-light.is-outlined.is-hovered,html.theme--documenter-dark .button.is-light.is-outlined:focus,html.theme--documenter-dark .button.is-light.is-outlined.is-focused{background-color:#ecf0f1;border-color:#ecf0f1;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light.is-outlined.is-loading::after{border-color:transparent transparent #ecf0f1 #ecf0f1 !important}html.theme--documenter-dark .button.is-light.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-light.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-light.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-light.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--documenter-dark .button.is-light.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-light.is-outlined{background-color:transparent;border-color:#ecf0f1;box-shadow:none;color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #ecf0f1 #ecf0f1 !important}html.theme--documenter-dark .button.is-light.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-dark,html.theme--documenter-dark .content kbd.button{background-color:#282f2f;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-dark:hover,html.theme--documenter-dark .content kbd.button:hover,html.theme--documenter-dark .button.is-dark.is-hovered,html.theme--documenter-dark .content kbd.button.is-hovered{background-color:#232829;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-dark:focus,html.theme--documenter-dark .content kbd.button:focus,html.theme--documenter-dark .button.is-dark.is-focused,html.theme--documenter-dark .content kbd.button.is-focused{border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-dark:focus:not(:active),html.theme--documenter-dark .content kbd.button:focus:not(:active),html.theme--documenter-dark .button.is-dark.is-focused:not(:active),html.theme--documenter-dark .content kbd.button.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(40,47,47,0.25)}html.theme--documenter-dark .button.is-dark:active,html.theme--documenter-dark .content kbd.button:active,html.theme--documenter-dark .button.is-dark.is-active,html.theme--documenter-dark .content kbd.button.is-active{background-color:#1d2122;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-dark[disabled],html.theme--documenter-dark .content kbd.button[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark,fieldset[disabled] html.theme--documenter-dark .content kbd.button{background-color:#282f2f;border-color:#282f2f;box-shadow:none}html.theme--documenter-dark .button.is-dark.is-inverted,html.theme--documenter-dark .content kbd.button.is-inverted{background-color:#fff;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted:hover,html.theme--documenter-dark .content kbd.button.is-inverted:hover,html.theme--documenter-dark .button.is-dark.is-inverted.is-hovered,html.theme--documenter-dark .content kbd.button.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--documenter-dark .button.is-dark.is-inverted[disabled],html.theme--documenter-dark .content kbd.button.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark.is-inverted,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-loading::after,html.theme--documenter-dark .content kbd.button.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-dark.is-outlined,html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-outlined:hover,html.theme--documenter-dark .content kbd.button.is-outlined:hover,html.theme--documenter-dark .button.is-dark.is-outlined.is-hovered,html.theme--documenter-dark .content kbd.button.is-outlined.is-hovered,html.theme--documenter-dark .button.is-dark.is-outlined:focus,html.theme--documenter-dark .content kbd.button.is-outlined:focus,html.theme--documenter-dark .button.is-dark.is-outlined.is-focused,html.theme--documenter-dark .content kbd.button.is-outlined.is-focused{background-color:#282f2f;border-color:#282f2f;color:#fff}html.theme--documenter-dark .button.is-dark.is-outlined.is-loading::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading::after{border-color:transparent transparent #282f2f #282f2f !important}html.theme--documenter-dark .button.is-dark.is-outlined.is-loading:hover::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading:focus::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-dark.is-outlined[disabled],html.theme--documenter-dark .content kbd.button.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark.is-outlined,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;box-shadow:none;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:hover,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:focus,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--documenter-dark .content 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.button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#9e1b0d}html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #9e1b0d #9e1b0d !important}html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-danger.is-light{background-color:#fdeeec;color:#ec311d}html.theme--documenter-dark .button.is-danger.is-light:hover,html.theme--documenter-dark .button.is-danger.is-light.is-hovered{background-color:#fce3e0;border-color:transparent;color:#ec311d}html.theme--documenter-dark .button.is-danger.is-light:active,html.theme--documenter-dark .button.is-danger.is-light.is-active{background-color:#fcd8d5;border-color:transparent;color:#ec311d}html.theme--documenter-dark .button.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--documenter-dark .button.is-small:not(.is-rounded),html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--documenter-dark .button.is-normal{font-size:1rem}html.theme--documenter-dark .button.is-medium{font-size:1.25rem}html.theme--documenter-dark .button.is-large{font-size:1.5rem}html.theme--documenter-dark .button[disabled],fieldset[disabled] html.theme--documenter-dark .button{background-color:#8c9b9d;border-color:#5e6d6f;box-shadow:none;opacity:.5}html.theme--documenter-dark .button.is-fullwidth{display:flex;width:100%}html.theme--documenter-dark .button.is-loading{color:transparent !important;pointer-events:none}html.theme--documenter-dark .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--documenter-dark .button.is-static{background-color:#282f2f;border-color:#5e6d6f;color:#dbdee0;box-shadow:none;pointer-events:none}html.theme--documenter-dark .button.is-rounded,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--documenter-dark .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--documenter-dark .buttons .button{margin-bottom:0.5rem}html.theme--documenter-dark .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--documenter-dark .buttons:last-child{margin-bottom:-0.5rem}html.theme--documenter-dark .buttons:not(:last-child){margin-bottom:1rem}html.theme--documenter-dark .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--documenter-dark .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--documenter-dark .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--documenter-dark .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--documenter-dark .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--documenter-dark .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--documenter-dark .buttons.has-addons .button:last-child{margin-right:0}html.theme--documenter-dark .buttons.has-addons .button:hover,html.theme--documenter-dark .buttons.has-addons .button.is-hovered{z-index:2}html.theme--documenter-dark .buttons.has-addons .button:focus,html.theme--documenter-dark .buttons.has-addons .button.is-focused,html.theme--documenter-dark .buttons.has-addons .button:active,html.theme--documenter-dark .buttons.has-addons .button.is-active,html.theme--documenter-dark .buttons.has-addons .button.is-selected{z-index:3}html.theme--documenter-dark .buttons.has-addons .button:focus:hover,html.theme--documenter-dark .buttons.has-addons .button.is-focused:hover,html.theme--documenter-dark .buttons.has-addons .button:active:hover,html.theme--documenter-dark .buttons.has-addons .button.is-active:hover,html.theme--documenter-dark .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--documenter-dark .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--documenter-dark .buttons.is-centered{justify-content:center}html.theme--documenter-dark .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--documenter-dark .buttons.is-right{justify-content:flex-end}html.theme--documenter-dark .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--documenter-dark .button.is-responsive.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--documenter-dark .button.is-responsive,html.theme--documenter-dark .button.is-responsive.is-normal{font-size:.65625rem}html.theme--documenter-dark .button.is-responsive.is-medium{font-size:.75rem}html.theme--documenter-dark .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--documenter-dark .button.is-responsive.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--documenter-dark .button.is-responsive,html.theme--documenter-dark .button.is-responsive.is-normal{font-size:.75rem}html.theme--documenter-dark .button.is-responsive.is-medium{font-size:1rem}html.theme--documenter-dark .button.is-responsive.is-large{font-size:1.25rem}}html.theme--documenter-dark .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--documenter-dark .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--documenter-dark .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--documenter-dark .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--documenter-dark .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--documenter-dark .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--documenter-dark .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--documenter-dark .content li+li{margin-top:0.25em}html.theme--documenter-dark .content p:not(:last-child),html.theme--documenter-dark .content dl:not(:last-child),html.theme--documenter-dark .content ol:not(:last-child),html.theme--documenter-dark .content ul:not(:last-child),html.theme--documenter-dark .content blockquote:not(:last-child),html.theme--documenter-dark .content pre:not(:last-child),html.theme--documenter-dark .content table:not(:last-child){margin-bottom:1em}html.theme--documenter-dark .content h1,html.theme--documenter-dark .content h2,html.theme--documenter-dark .content h3,html.theme--documenter-dark .content h4,html.theme--documenter-dark .content h5,html.theme--documenter-dark .content h6{color:#f2f2f2;font-weight:600;line-height:1.125}html.theme--documenter-dark .content h1{font-size:2em;margin-bottom:0.5em}html.theme--documenter-dark .content h1:not(:first-child){margin-top:1em}html.theme--documenter-dark .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--documenter-dark .content h2:not(:first-child){margin-top:1.1428em}html.theme--documenter-dark .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--documenter-dark .content h3:not(:first-child){margin-top:1.3333em}html.theme--documenter-dark .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--documenter-dark .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--documenter-dark .content h6{font-size:1em;margin-bottom:1em}html.theme--documenter-dark .content blockquote{background-color:#282f2f;border-left:5px solid #5e6d6f;padding:1.25em 1.5em}html.theme--documenter-dark .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--documenter-dark .content ol:not([type]){list-style-type:decimal}html.theme--documenter-dark .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--documenter-dark .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--documenter-dark .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--documenter-dark .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--documenter-dark .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--documenter-dark .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--documenter-dark .content ul ul ul{list-style-type:square}html.theme--documenter-dark .content dd{margin-left:2em}html.theme--documenter-dark .content 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html.theme--documenter-dark .navbar-dropdown,html.theme--documenter-dark .navbar-dropdown.is-boxed{border-radius:8px;border-top:none;box-shadow:0 8px 8px rgba(10,10,10,0.1), 0 0 0 1px rgba(10,10,10,0.1);display:block;opacity:0;pointer-events:none;top:calc(100% + (-4px));transform:translateY(-5px);transition-duration:86ms;transition-property:opacity, transform}html.theme--documenter-dark .navbar-dropdown.is-right{left:auto;right:0}html.theme--documenter-dark .navbar-divider{display:block}html.theme--documenter-dark .navbar>.container .navbar-brand,html.theme--documenter-dark .container>.navbar .navbar-brand{margin-left:-.75rem}html.theme--documenter-dark .navbar>.container .navbar-menu,html.theme--documenter-dark .container>.navbar .navbar-menu{margin-right:-.75rem}html.theme--documenter-dark .navbar.is-fixed-bottom-desktop,html.theme--documenter-dark .navbar.is-fixed-top-desktop{left:0;position:fixed;right:0;z-index:30}html.theme--documenter-dark 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a.navbar-item.is-active:not(:focus):not(:hover),html.theme--documenter-dark .navbar-link.is-active:not(:focus):not(:hover){background-color:rgba(0,0,0,0)}html.theme--documenter-dark .navbar-item.has-dropdown:focus .navbar-link,html.theme--documenter-dark .navbar-item.has-dropdown:hover .navbar-link,html.theme--documenter-dark .navbar-item.has-dropdown.is-active .navbar-link{background-color:rgba(0,0,0,0)}}html.theme--documenter-dark .hero.is-fullheight-with-navbar{min-height:calc(100vh - 4rem)}html.theme--documenter-dark .pagination{font-size:1rem;margin:-.25rem}html.theme--documenter-dark .pagination.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.pagination{font-size:.75rem}html.theme--documenter-dark .pagination.is-medium{font-size:1.25rem}html.theme--documenter-dark .pagination.is-large{font-size:1.5rem}html.theme--documenter-dark .pagination.is-rounded .pagination-previous,html.theme--documenter-dark #documenter .docs-sidebar 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+ Maintainer: @highlightjs/core-team + Website: https://highlightjs.org/ + License: see project LICENSE + Touched: 2021 +*/pre code.hljs{display:block;overflow-x:auto;padding:1em}code.hljs{padding:3px 5px}.hljs{background:#F3F3F3;color:#444}.hljs-comment{color:#697070}.hljs-tag,.hljs-punctuation{color:#444a}.hljs-tag .hljs-name,.hljs-tag .hljs-attr{color:#444}.hljs-keyword,.hljs-attribute,.hljs-selector-tag,.hljs-meta .hljs-keyword,.hljs-doctag,.hljs-name{font-weight:bold}.hljs-type,.hljs-string,.hljs-number,.hljs-selector-id,.hljs-selector-class,.hljs-quote,.hljs-template-tag,.hljs-deletion{color:#880000}.hljs-title,.hljs-section{color:#880000;font-weight:bold}.hljs-regexp,.hljs-symbol,.hljs-variable,.hljs-template-variable,.hljs-link,.hljs-selector-attr,.hljs-operator,.hljs-selector-pseudo{color:#ab5656}.hljs-literal{color:#695}.hljs-built_in,.hljs-bullet,.hljs-code,.hljs-addition{color:#397300}.hljs-meta{color:#1f7199}.hljs-meta .hljs-string{color:#38a}.hljs-emphasis{font-style:italic}.hljs-strong{font-weight:bold}.gap-4{gap:1rem} diff --git a/previews/PR6/assets/themeswap.js b/previews/PR6/assets/themeswap.js new file mode 100644 index 00000000..9f5eebe6 --- /dev/null +++ b/previews/PR6/assets/themeswap.js @@ -0,0 +1,84 @@ +// Small function to quickly swap out themes. Gets put into the tag.. +function set_theme_from_local_storage() { + // Initialize the theme to null, which means default + var theme = null; + // If the browser supports the localstorage and is not disabled then try to get the + // documenter theme + if (window.localStorage != null) { + // Get the user-picked theme from localStorage. May be `null`, which means the default + // theme. + theme = window.localStorage.getItem("documenter-theme"); + } + // Check if the users preference is for dark color scheme + var darkPreference = + window.matchMedia("(prefers-color-scheme: dark)").matches === true; + // Initialize a few variables for the loop: + // + // - active: will contain the index of the theme that should be active. Note that there + // is no guarantee that localStorage contains sane values. If `active` stays `null` + // we either could not find the theme or it is the default (primary) theme anyway. + // Either way, we then need to stick to the primary theme. + // + // - disabled: style sheets that should be disabled (i.e. all the theme style sheets + // that are not the currently active theme) + var active = null; + var disabled = []; + var primaryLightTheme = null; + var primaryDarkTheme = null; + for (var i = 0; i < document.styleSheets.length; i++) { + var ss = document.styleSheets[i]; + // The tag of each style sheet is expected to have a data-theme-name attribute + // which must contain the name of the theme. The names in localStorage much match this. + var themename = ss.ownerNode.getAttribute("data-theme-name"); + // attribute not set => non-theme stylesheet => ignore + if (themename === null) continue; + // To distinguish the default (primary) theme, it needs to have the data-theme-primary + // attribute set. + if (ss.ownerNode.getAttribute("data-theme-primary") !== null) { + primaryLightTheme = themename; + } + // Check if the theme is primary dark theme so that we could store its name in darkTheme + if (ss.ownerNode.getAttribute("data-theme-primary-dark") !== null) { + primaryDarkTheme = themename; + } + // If we find a matching theme (and it's not the default), we'll set active to non-null + if (themename === theme) active = i; + // Store the style sheets of inactive themes so that we could disable them + if (themename !== theme) disabled.push(ss); + } + var activeTheme = null; + if (active !== null) { + // If we did find an active theme, we'll (1) add the theme--$(theme) class to + document.getElementsByTagName("html")[0].className = "theme--" + theme; + activeTheme = theme; + } else { + // If we did _not_ find an active theme, then we need to fall back to the primary theme + // which can either be dark or light, depending on the user's OS preference. + var activeTheme = darkPreference ? primaryDarkTheme : primaryLightTheme; + // In case it somehow happens that the relevant primary theme was not found in the + // preceding loop, we abort without doing anything. + if (activeTheme === null) { + console.error("Unable to determine primary theme."); + return; + } + // When switching to the primary light theme, then we must not have a class name + // for the tag. That's only for non-primary or the primary dark theme. + if (darkPreference) { + document.getElementsByTagName("html")[0].className = + "theme--" + activeTheme; + } else { + document.getElementsByTagName("html")[0].className = ""; + } + } + for (var i = 0; i < document.styleSheets.length; i++) { + var ss = document.styleSheets[i]; + // The tag of each style sheet is expected to have a data-theme-name attribute + // which must contain the name of the theme. The names in localStorage much match this. + var themename = ss.ownerNode.getAttribute("data-theme-name"); + // attribute not set => non-theme stylesheet => ignore + if (themename === null) continue; + // we'll disable all the stylesheets, except for the active one + ss.disabled = !(themename == activeTheme); + } +} +set_theme_from_local_storage(); diff --git a/previews/PR6/assets/warner.js b/previews/PR6/assets/warner.js new file mode 100644 index 00000000..3f6f5d00 --- /dev/null +++ b/previews/PR6/assets/warner.js @@ -0,0 +1,52 @@ +function maybeAddWarning() { + // DOCUMENTER_NEWEST is defined in versions.js, DOCUMENTER_CURRENT_VERSION and DOCUMENTER_STABLE + // in siteinfo.js. + // If either of these are undefined something went horribly wrong, so we abort. + if ( + window.DOCUMENTER_NEWEST === undefined || + window.DOCUMENTER_CURRENT_VERSION === undefined || + window.DOCUMENTER_STABLE === undefined + ) { + return; + } + + // Current version is not a version number, so we can't tell if it's the newest version. Abort. + if (!/v(\d+\.)*\d+/.test(window.DOCUMENTER_CURRENT_VERSION)) { + return; + } + + // Current version is newest version, so no need to add a warning. + if (window.DOCUMENTER_NEWEST === window.DOCUMENTER_CURRENT_VERSION) { + return; + } + + // Add a noindex meta tag (unless one exists) so that search engines don't index this version of the docs. + if (document.body.querySelector('meta[name="robots"]') === null) { + const meta = document.createElement("meta"); + meta.name = "robots"; + meta.content = "noindex"; + + document.getElementsByTagName("head")[0].appendChild(meta); + } + + const div = document.createElement("div"); + div.classList.add("outdated-warning-overlay"); + const closer = document.createElement("button"); + closer.classList.add("outdated-warning-closer", "delete"); + closer.addEventListener("click", function () { + document.body.removeChild(div); + }); + const href = window.documenterBaseURL + "/../" + window.DOCUMENTER_STABLE; + div.innerHTML = + 'This documentation is not for the latest stable release, but for either the development version or an older release.
Click here to go to the documentation for the latest stable release.'; + div.appendChild(closer); + document.body.appendChild(div); +} + +if (document.readyState === "loading") { + document.addEventListener("DOMContentLoaded", maybeAddWarning); +} else { + maybeAddWarning(); +} diff --git a/previews/PR6/index.html b/previews/PR6/index.html new file mode 100644 index 00000000..71caadab --- /dev/null +++ b/previews/PR6/index.html @@ -0,0 +1,2 @@ + +Home · Chmy
GitHub
diff --git a/previews/PR6/lib/modules/index.html b/previews/PR6/lib/modules/index.html new file mode 100644 index 00000000..af48703c --- /dev/null +++ b/previews/PR6/lib/modules/index.html @@ -0,0 +1,2 @@ + +Modules · Chmy
GitHub

Modules

Grids

Chmy.Grids.UniformGrid — Method
UniformGrid(; origin, extent, dims, topology=nothing) where {N}

Constructs a uniform grid with specified origin, extent, dimensions, and topology.

Arguments

  • origin::NTuple{N,Number}: The origin of the grid.
  • extent::NTuple{N,Number}: The extent of the grid.
  • dims::NTuple{N,Integer}: The dimensions of the grid.
  • topology=nothing: The topology of the grid. If not provided, a default Bounded topology is used.
source
Chmy.Grids.axis — Method
axis(grid::RegularGrid, ::Val{dim}) where {dim}

Return the axis corresponding to the spatial dimension dim.

source
Chmy.Grids.bounds — Method
bounds(grid::StructuredGrid{N}, loc::LocOrLocs{N}) where {N}

Compute the bounds of a structured grid at the specified location(s).

source
Chmy.Grids.connectivity — Method
connectivity(grid::StructuredGrid{N,T,C}, D::Val, S::Val)

Return the connectivity of the structured grid grid for the given dimension D and side S.

source
Chmy.Grids.coord — Method
coord(grid::RegularGrid{N}, loc::[Location, NTuple{N,Location}], I...) where {N}

Return a tuple of spatial coordinates of a grid point at location loc and indices I.

For vertex locations, first grid point is at the origin. For center locations, first grid point at half-spacing distance from the origin.

source
Chmy.Grids.inv_spacing — Method
inv_spacing(grid::RegularGrid{N}, loc::[Location, NTuple{N,Location}], I...) where {N}

Return a tuple of inverse grid spacings at location loc and indices I.

source
Chmy.Grids.spacing — Method
spacing(grid::RegularGrid{N}, loc::[Location, NTuple{N,Location}], I...) where {N}

Return a tuple of grid spacings at location loc and indices I.

source

Architectures

Chmy.Architectures.Arch — Method
Arch(backend::Backend; device_id::Integer=1)

Create an architecture object for the specified backend and device.

Arguments

  • backend: The backend to use for computation.
  • device_id=1: The ID of the device to use.
source
Chmy.Architectures.activate! — Method
activate!(arch::SingleDeviceArchitecture; priority=:normal)

Activate the given architecture on the specified device and set the priority of the backend.

source

Fields

Chmy.Fields.Field — Type
struct Field{T,N,L,H,A} <: AbstractField{T,N,L}

Field represents a discrete scalar field with specified type, number of dimensions, location, and halo size.

source
Chmy.Fields.Field — Method
Field(backend, grid, loc, type=eltype(grid); halo=1)

Constructs a field on a structured grid at the specified location.

Arguments:

  • backend: The backend to use for memory allocation.
  • grid: The structured grid on which the field is constructed.
  • loc: The location or locations on the grid where the field is constructed.
  • type: The element type of the field. Defaults to the element type of the grid.
  • halo: The halo size for the field. Defaults to 1.
source
Chmy.Fields.FunctionField — Type
struct FunctionField{T,N,L,CD,F,G,P} <: AbstractField{T,N,L}

Continuous or discrete field with values computed at runtime.

Constructors

  • FunctionField{CD,L}(func::F, grid::G, parameters::P) where {CD,L,F,G,P}: Create a new FunctionField object.
source

Grid Operators

Boundary Conditions

Chmy.BoundaryConditions.bc! — Method
bc!(arch::Architecture, grid::StructuredGrid, batch::BatchSet)

Apply boundary conditions using a batch set batch containing an AbstractBatch per dimension per side of grid.

Arguments

  • arch: The architecture.
  • grid: The grid.
  • batch:: The batch set to apply boundary conditions to.
source

Distributed

Chmy.Distributed.CartesianTopology — Method
CartesianTopology(comm::MPI.Comm, dims::NTuple{N,Int}) where {N}

Create an N-dimensional Cartesian topology using base MPI communicator comm with dimensions dims. If all entries in dims are not equal to 0, the product of dims should be equal to the total number of MPI processes MPI.Comm_size(comm). If any (or all) entries of dims are 0, the dimensions in the corresponding spatial directions will be picked automatically.

source
Chmy.Distributed.StackAllocator — Type
mutable struct StackAllocator

Simple stack (a.k.a. bump/arena) allocator. Maintains an internal buffer that grows dynamically if the requested allocation exceeds current buffer size.

source
Chmy.Architectures.Arch — Method
Arch(backend::Backend, comm::MPI::Comm, dims; kwargs...) where {N}

Create a distributed Architecture using backend backend and comm. For GPU backends, device will be selected automatically based on a process id within a node.

source
Chmy.Distributed.allocate — Function
allocate(sa::StackAllocator, T::DataType, dims, [align=sizeof(T)])

Allocate a buffer of type T with dimensions dims using a stack allocator. The align parameter specifies the alignment of the buffer elements.

Arguments

  • sa::StackAllocator: The stack allocator object.
  • T::DataType: The data type of the requested allocation.
  • dims: The dimensions of the requested allocation.
  • align::Integer: The alignment of the allocated buffer in bytes.
Warning

Arrays allocated with StackAllocator are not managed by Julia runtime. User is responsible for ensuring correct lifetimes, i.e., that the reference to allocator outlives all arrays allocated using this allocator.

source
Chmy.Distributed.gather! — Method
gather!(arch::DistributedArchitecture, dst, src::Field; kwargs...)

Gather the interior of a field src into a global array dst.

source
Chmy.Distributed.gather! — Method
gather!(dst::Union{AbstractArray{T,N},Nothing}, src::AbstractArray{T,N}, comm::MPI.Comm; root=0) where {T,N}

Gather local array src into a global array dst. Size of the global array size(dst) should be equal to the product of the size of a local array size(src) and the dimensions of a Cartesian communicator comm. The array will be gathered on the process with id root (root=0 by default). Note that the memory for a global array should be allocated only on the process with id root, on other processes dst can be set to nothing.

source
Chmy.Distributed.has_neighbor — Method
has_neighbor(t::CartesianTopology, dim, side)

Returns true if there a neighbor process in spatial direction dim on the side side, or false otherwise.

source
Chmy.Distributed.neighbor — Method
neighbor(t::CartesianTopology, dim, side)

Returns id of a neighbor process in spatial direction dim on the side side, if this neighbor exists, or MPI.PROC_NULL otherwise.

source
Chmy.Distributed.neighbors — Method
neighbors(t::CartesianTopology)

Neighbors of a current process.

Returns NTuple containing process ids of the two immediate neighbors in each spatial direction, or MPI.PROC_NULL if no neighbor on a corresponding side.

source
Chmy.Distributed.reset! — Method
reset!(sa::StackAllocator)

Reset the stack allocator by resetting the pointer. Doesn't free the internal memory buffer.

source

Workers

Chmy.Workers.Worker — Type
mutable struct Worker{T}

A worker that performs tasks asynchronously.

Constructor

Worker{T}(; setup=nothing, teardown=nothing) where {T}

Constructs a new Worker object.

Arguments

  • setup: A function to be executed before the worker starts processing tasks. (optional)
  • teardown: A function to be executed after the worker finishes processing tasks. (optional)
source
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Tuple{Vararg{Int64, N}}}} where N","page":"Modules","title":"Chmy.Distributed.CartesianTopology","text":"CartesianTopology(comm::MPI.Comm, dims::NTuple{N,Int}) where {N}\n\nCreate an N-dimensional Cartesian topology using base MPI communicator comm with dimensions dims. If all entries in dims are not equal to 0, the product of dims should be equal to the total number of MPI processes MPI.Comm_size(comm). If any (or all) entries of dims are 0, the dimensions in the corresponding spatial directions will be picked automatically.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.DistributedArchitecture","page":"Modules","title":"Chmy.Distributed.DistributedArchitecture","text":"struct DistributedArchitecture{ChildArch,Topo}\n\nA struct representing a distributed architecture.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.StackAllocator","page":"Modules","title":"Chmy.Distributed.StackAllocator","text":"mutable struct StackAllocator\n\nSimple stack (a.k.a. bump/arena) allocator. Maintains an internal buffer that grows dynamically if the requested allocation exceeds current buffer size.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.StackAllocator-Tuple{KernelAbstractions.Backend}","page":"Modules","title":"Chmy.Distributed.StackAllocator","text":"StackAllocator(backend::Backend)\n\nCreate a stack allocator using the specified backend to store allocations.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.Arch-Tuple{KernelAbstractions.Backend, MPI.Comm, Any}","page":"Modules","title":"Chmy.Architectures.Arch","text":"Arch(backend::Backend, comm::MPI::Comm, dims; kwargs...) where {N}\n\nCreate a distributed Architecture using backend backend and comm. For GPU backends, device will be selected automatically based on a process id within a node.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.allocate","page":"Modules","title":"Chmy.Distributed.allocate","text":"allocate(sa::StackAllocator, T::DataType, dims, [align=sizeof(T)])\n\nAllocate a buffer of type T with dimensions dims using a stack allocator. The align parameter specifies the alignment of the buffer elements.\n\nArguments\n\nsa::StackAllocator: The stack allocator object.\nT::DataType: The data type of the requested allocation.\ndims: The dimensions of the requested allocation.\nalign::Integer: The alignment of the allocated buffer in bytes.\n\nwarning: Warning\nArrays allocated with StackAllocator are not managed by Julia runtime. User is responsible for ensuring correct lifetimes, i.e., that the reference to allocator outlives all arrays allocated using this allocator.\n\n\n\n\n\n","category":"function"},{"location":"lib/modules/#Chmy.Distributed.cart_comm-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.cart_comm","text":"cart_comm(t::CartesianTopology)\n\nMPI Cartesian communicator for the topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.coords-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.coords","text":"coords(t::CartesianTopology)\n\nCoordinates of a current process within a Cartesian topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.dims-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.dims","text":"dims(t::CartesianTopology)\n\nDimensions of the topology as NTuple.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.gather!-Tuple{Chmy.Distributed.DistributedArchitecture, Any, Chmy.Fields.Field}","page":"Modules","title":"Chmy.Distributed.gather!","text":"gather!(arch::DistributedArchitecture, dst, src::Field; kwargs...)\n\nGather the interior of a field src into a global array dst.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.gather!-Union{Tuple{N}, Tuple{T}, Tuple{Union{Nothing, AbstractArray{T, N}}, AbstractArray{T, N}, MPI.Comm}} where {T, N}","page":"Modules","title":"Chmy.Distributed.gather!","text":"gather!(dst::Union{AbstractArray{T,N},Nothing}, src::AbstractArray{T,N}, comm::MPI.Comm; root=0) where {T,N}\n\nGather local array src into a global array dst. Size of the global array size(dst) should be equal to the product of the size of a local array size(src) and the dimensions of a Cartesian communicator comm. The array will be gathered on the process with id root (root=0 by default). Note that the memory for a global array should be allocated only on the process with id root, on other processes dst can be set to nothing.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.global_rank-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.global_rank","text":"global_rank(t::CartesianTopology)\n\nGlobal id of a process in a Cartesian topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.global_size-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.global_size","text":"global_size(t::CartesianTopology)\n\nTotal number of processes withing the topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.has_neighbor-Tuple{Chmy.Distributed.CartesianTopology, Any, Any}","page":"Modules","title":"Chmy.Distributed.has_neighbor","text":"has_neighbor(t::CartesianTopology, dim, side)\n\nReturns true if there a neighbor process in spatial direction dim on the side side, or false otherwise.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.nallocs-Tuple{Chmy.Distributed.StackAllocator}","page":"Modules","title":"Chmy.Distributed.nallocs","text":"nallocs(sa::StackAllocator)\n\nGet the number of allocations made by the given StackAllocator.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.neighbor-Tuple{Chmy.Distributed.CartesianTopology, Any, Any}","page":"Modules","title":"Chmy.Distributed.neighbor","text":"neighbor(t::CartesianTopology, dim, side)\n\nReturns id of a neighbor process in spatial direction dim on the side side, if this neighbor exists, or MPI.PROC_NULL otherwise.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.neighbors-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.neighbors","text":"neighbors(t::CartesianTopology)\n\nNeighbors of a current process.\n\nReturns NTuple containing process ids of the two immediate neighbors in each spatial direction, or MPI.PROC_NULL if no neighbor on a corresponding side.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.node_name-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.node_name","text":"node_name(t::CartesianTopology)\n\nName of a node according to MPI.Get_processor_name().\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.node_size-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.node_size","text":"node_size(t::CartesianTopology)\n\nNumber of processes sharing the same node.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.reset!-Tuple{Chmy.Distributed.StackAllocator}","page":"Modules","title":"Chmy.Distributed.reset!","text":"reset!(sa::StackAllocator)\n\nReset the stack allocator by resetting the pointer. Doesn't free the internal memory buffer.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.shared_comm-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.shared_comm","text":"shared_comm(t::CartesianTopology)\n\nMPI communicator for the processes sharing the same node.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.shared_rank-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.shared_rank","text":"shared_rank(t::CartesianTopology)\n\nLocal id of a process within a single node. Can be used to set the GPU device.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Workers","page":"Modules","title":"Workers","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Workers]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Workers.Worker","page":"Modules","title":"Chmy.Workers.Worker","text":"mutable struct Worker{T}\n\nA worker that performs tasks asynchronously.\n\nConstructor\n\nWorker{T}(; setup=nothing, teardown=nothing) where {T}\n\nConstructs a new Worker object.\n\nArguments\n\nsetup: A function to be executed before the worker starts processing tasks. (optional)\nteardown: A function to be executed after the worker finishes processing tasks. (optional)\n\n\n\n\n\n","category":"type"},{"location":"usage/runtests/#Running-tests","page":"Running tests","title":"Running tests","text":"","category":"section"},{"location":"usage/runtests/#CPU-tests","page":"Running tests","title":"CPU tests","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"To run the Chmy test suite on the CPU, simple run test from within the package mode or using Pkg:","category":"page"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"using Pkg\nPkg.test(\"Chmy\")","category":"page"},{"location":"usage/runtests/#GPU-tests","page":"Running tests","title":"GPU tests","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"To run the Chmy test suite on CUDA or ROC backend (Nvidia or AMD GPUs), respectively, run the tests using Pkg adding following test_args:","category":"page"},{"location":"usage/runtests/#For-CUDA-backend-(Nvidia-GPUs):","page":"Running tests","title":"For CUDA backend (Nvidia GPUs):","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"using Pkg\nPkg.test(\"Chmy\"; test_args=[\"--backend=CUDA\"])","category":"page"},{"location":"usage/runtests/#For-ROC-backend-(AMD-GPUs):","page":"Running tests","title":"For ROC backend (AMD GPUs):","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"using Pkg\nPkg.test(\"Chmy\"; test_args=[\"--backend=AMDGPU\"])","category":"page"},{"location":"#Chmy.jl","page":"Home","title":"Chmy.jl","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"Documentation for Chmy.jl.","category":"page"},{"location":"","page":"Home","title":"Home","text":"Information about the GPU4GEO project can be found on the GPU4GEO website.","category":"page"},{"location":"#Doc-content","page":"Home","title":"Doc content","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"Usage information\nAPI reference","category":"page"}] +} diff --git a/previews/PR6/siteinfo.js b/previews/PR6/siteinfo.js new file mode 100644 index 00000000..14970df9 --- /dev/null +++ b/previews/PR6/siteinfo.js @@ -0,0 +1 @@ +var DOCUMENTER_CURRENT_VERSION = "previews/PR6"; diff --git a/previews/PR6/usage/runtests/index.html b/previews/PR6/usage/runtests/index.html new file mode 100644 index 00000000..61ba62e7 --- /dev/null +++ b/previews/PR6/usage/runtests/index.html @@ -0,0 +1,5 @@ + +Running tests · Chmy
GitHub

Running tests

CPU tests

To run the Chmy test suite on the CPU, simple run test from within the package mode or using Pkg:

using Pkg
+Pkg.test("Chmy")

GPU tests

To run the Chmy test suite on CUDA or ROC backend (Nvidia or AMD GPUs), respectively, run the tests using Pkg adding following test_args:

For CUDA backend (Nvidia GPUs):

using Pkg
+Pkg.test("Chmy"; test_args=["--backend=CUDA"])

For ROC backend (AMD GPUs):

using Pkg
+Pkg.test("Chmy"; test_args=["--backend=AMDGPU"])
diff --git a/previews/PR7/.documenter-siteinfo.json b/previews/PR7/.documenter-siteinfo.json new file mode 100644 index 00000000..cfc5b016 --- /dev/null +++ b/previews/PR7/.documenter-siteinfo.json @@ -0,0 +1 @@ +{"documenter":{"julia_version":"1.10.0","generation_timestamp":"2024-02-11T22:18:13","documenter_version":"1.2.1"}} \ No newline at end of file diff --git a/previews/PR7/assets/documenter.js b/previews/PR7/assets/documenter.js new file mode 100644 index 00000000..f5311607 --- /dev/null +++ b/previews/PR7/assets/documenter.js @@ -0,0 +1,889 @@ +// Generated by Documenter.jl +requirejs.config({ + paths: { + 'highlight-julia': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia.min', + 'headroom': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/headroom.min', + 'jqueryui': 'https://cdnjs.cloudflare.com/ajax/libs/jqueryui/1.13.2/jquery-ui.min', + 'minisearch': 'https://cdn.jsdelivr.net/npm/minisearch@6.1.0/dist/umd/index.min', + 'katex-auto-render': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/contrib/auto-render.min', + 'jquery': 'https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.0/jquery.min', + 'headroom-jquery': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/jQuery.headroom.min', + 'katex': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min', + 'highlight': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/highlight.min', + 'highlight-julia-repl': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia-repl.min', + }, + shim: { + "highlight-julia": { + "deps": [ + "highlight" + ] + }, + "katex-auto-render": { + "deps": [ + "katex" + ] + }, + "headroom-jquery": { + "deps": [ + "jquery", + "headroom" + ] + }, + "highlight-julia-repl": { + "deps": [ + "highlight" + ] + } +} +}); +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'katex', 'katex-auto-render'], function($, katex, renderMathInElement) { +$(document).ready(function() { + renderMathInElement( + document.body, + { + "delimiters": [ + { + "left": "$", + "right": "$", + "display": false + }, + { + "left": "$$", + "right": "$$", + "display": true + }, + { + "left": "\\[", + "right": "\\]", + "display": true + } + ] +} + + ); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'highlight', 'highlight-julia', 'highlight-julia-repl'], function($) { +$(document).ready(function() { + hljs.highlightAll(); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +let timer = 0; +var isExpanded = true; + +$(document).on("click", ".docstring header", function () { + let articleToggleTitle = "Expand docstring"; + + debounce(() => { + if ($(this).siblings("section").is(":visible")) { + $(this) + .find(".docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + } else { + $(this) + .find(".docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + articleToggleTitle = "Collapse docstring"; + } + + $(this) + .find(".docstring-article-toggle-button") + .prop("title", articleToggleTitle); + $(this).siblings("section").slideToggle(); + }); +}); + +$(document).on("click", ".docs-article-toggle-button", function () { + let articleToggleTitle = "Expand docstring"; + let navArticleToggleTitle = "Expand all docstrings"; + + debounce(() => { + if (isExpanded) { + $(this).removeClass("fa-chevron-up").addClass("fa-chevron-down"); + $(".docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + + isExpanded = false; + + $(".docstring section").slideUp(); + } else { + $(this).removeClass("fa-chevron-down").addClass("fa-chevron-up"); + $(".docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + isExpanded = true; + articleToggleTitle = "Collapse docstring"; + navArticleToggleTitle = "Collapse all docstrings"; + + $(".docstring section").slideDown(); + } + + $(this).prop("title", navArticleToggleTitle); + $(".docstring-article-toggle-button").prop("title", articleToggleTitle); + }); +}); + +function debounce(callback, timeout = 300) { + if (Date.now() - timer > timeout) { + callback(); + } + + clearTimeout(timer); + + timer = Date.now(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require([], function() { +function addCopyButtonCallbacks() { + for (const el of document.getElementsByTagName("pre")) { + const button = document.createElement("button"); + button.classList.add("copy-button", "fa-solid", "fa-copy"); + button.setAttribute("aria-label", "Copy this code block"); + button.setAttribute("title", "Copy"); + + el.appendChild(button); + + const success = function () { + button.classList.add("success", "fa-check"); + button.classList.remove("fa-copy"); + }; + + const failure = function () { + button.classList.add("error", "fa-xmark"); + button.classList.remove("fa-copy"); + }; + + button.addEventListener("click", function () { + copyToClipboard(el.innerText).then(success, failure); + + setTimeout(function () { + button.classList.add("fa-copy"); + button.classList.remove("success", "fa-check", "fa-xmark"); + }, 5000); + }); + } +} + +function copyToClipboard(text) { + // clipboard API is only available in secure contexts + if (window.navigator && window.navigator.clipboard) { + return window.navigator.clipboard.writeText(text); + } else { + return new Promise(function (resolve, reject) { + try { + const el = document.createElement("textarea"); + el.textContent = text; + el.style.position = "fixed"; + el.style.opacity = 0; + document.body.appendChild(el); + el.select(); + document.execCommand("copy"); + + resolve(); + } catch (err) { + reject(err); + } finally { + document.body.removeChild(el); + } + }); + } +} + +if (document.readyState === "loading") { + document.addEventListener("DOMContentLoaded", addCopyButtonCallbacks); +} else { + addCopyButtonCallbacks(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'headroom', 'headroom-jquery'], function($, Headroom) { + +// Manages the top navigation bar (hides it when the user starts scrolling down on the +// mobile). +window.Headroom = Headroom; // work around buggy module loading? +$(document).ready(function () { + $("#documenter .docs-navbar").headroom({ + tolerance: { up: 10, down: 10 }, + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'minisearch'], function($, minisearch) { + +// In general, most search related things will have "search" as a prefix. +// To get an in-depth about the thought process you can refer: https://hetarth02.hashnode.dev/series/gsoc + +let results = []; +let timer = undefined; + +let data = documenterSearchIndex["docs"].map((x, key) => { + x["id"] = key; // minisearch requires a unique for each object + return x; +}); + +// list below is the lunr 2.1.3 list minus the intersect with names(Base) +// (all, any, get, in, is, only, which) and (do, else, for, let, where, while, with) +// ideally we'd just filter the original list but it's not available as a variable +const stopWords = new Set([ + "a", + "able", + "about", + "across", + "after", + "almost", + "also", + "am", + "among", + "an", + "and", + "are", + "as", + "at", + "be", + "because", + "been", + "but", + "by", + "can", + "cannot", + "could", + "dear", + "did", + "does", + "either", + "ever", + "every", + "from", + "got", + "had", + "has", + "have", + "he", + "her", + "hers", + "him", + "his", + "how", + "however", + "i", + "if", + "into", + "it", + "its", + "just", + "least", + "like", + "likely", + "may", + "me", + "might", + "most", + "must", + "my", + "neither", + "no", + "nor", + "not", + "of", + "off", + "often", + "on", + "or", + "other", + "our", + "own", + "rather", + "said", + "say", + "says", + "she", + "should", + "since", + "so", + "some", + "than", + "that", + "the", + "their", + "them", + "then", + "there", + "these", + "they", + "this", + "tis", + "to", + "too", + "twas", + "us", + "wants", + "was", + "we", + "were", + "what", + "when", + "who", + "whom", + "why", + "will", + "would", + "yet", + "you", + "your", +]); + +let index = new minisearch({ + fields: ["title", "text"], // fields to index for full-text search + storeFields: ["location", "title", "text", "category", "page"], // fields to return with search results + processTerm: (term) => { + let word = stopWords.has(term) ? null : term; + if (word) { + // custom trimmer that doesn't strip @ and !, which are used in julia macro and function names + word = word + .replace(/^[^a-zA-Z0-9@!]+/, "") + .replace(/[^a-zA-Z0-9@!]+$/, ""); + } + + return word ?? null; + }, + // add . as a separator, because otherwise "title": "Documenter.Anchors.add!", would not find anything if searching for "add!", only for the entire qualification + tokenize: (string) => string.split(/[\s\-\.]+/), + // options which will be applied during the search + searchOptions: { + boost: { title: 100 }, + fuzzy: 2, + processTerm: (term) => { + let word = stopWords.has(term) ? null : term; + if (word) { + word = word + .replace(/^[^a-zA-Z0-9@!]+/, "") + .replace(/[^a-zA-Z0-9@!]+$/, ""); + } + + return word ?? null; + }, + tokenize: (string) => string.split(/[\s\-\.]+/), + }, +}); + +index.addAll(data); + +let filters = [...new Set(data.map((x) => x.category))]; +var modal_filters = make_modal_body_filters(filters); +var filter_results = []; + +$(document).on("keyup", ".documenter-search-input", function (event) { + // Adding a debounce to prevent disruptions from super-speed typing! + debounce(() => update_search(filter_results), 300); +}); + +$(document).on("click", ".search-filter", function () { + if ($(this).hasClass("search-filter-selected")) { + $(this).removeClass("search-filter-selected"); + } else { + $(this).addClass("search-filter-selected"); + } + + // Adding a debounce to prevent disruptions from crazy clicking! + debounce(() => get_filters(), 300); +}); + +/** + * A debounce function, takes a function and an optional timeout in milliseconds + * + * @function callback + * @param {number} timeout + */ +function debounce(callback, timeout = 300) { + clearTimeout(timer); + timer = setTimeout(callback, timeout); +} + +/** + * Make/Update the search component + * + * @param {string[]} selected_filters + */ +function update_search(selected_filters = []) { + let initial_search_body = ` +
Type something to get started!
+ `; + + let querystring = $(".documenter-search-input").val(); + + if (querystring.trim()) { + results = index.search(querystring, { + filter: (result) => { + // Filtering results + if (selected_filters.length === 0) { + return result.score >= 1; + } else { + return ( + result.score >= 1 && selected_filters.includes(result.category) + ); + } + }, + }); + + let search_result_container = ``; + let search_divider = `
`; + + if (results.length) { + let links = []; + let count = 0; + let search_results = ""; + + results.forEach(function (result) { + if (result.location) { + // Checking for duplication of results for the same page + if (!links.includes(result.location)) { + search_results += make_search_result(result, querystring); + count++; + } + + links.push(result.location); + } + }); + + let result_count = `
${count} result(s)
`; + + search_result_container = ` +
+ ${modal_filters} + ${search_divider} + ${result_count} +
+ ${search_results} +
+
+ `; + } else { + search_result_container = ` +
+ ${modal_filters} + ${search_divider} +
0 result(s)
+
+
No result found!
+ `; + } + + if ($(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").removeClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(search_result_container); + } else { + filter_results = []; + modal_filters = make_modal_body_filters(filters, filter_results); + + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(initial_search_body); + } +} + +/** + * Make the modal filter html + * + * @param {string[]} filters + * @param {string[]} selected_filters + * @returns string + */ +function make_modal_body_filters(filters, selected_filters = []) { + let str = ``; + + filters.forEach((val) => { + if (selected_filters.includes(val)) { + str += `${val}`; + } else { + str += `${val}`; + } + }); + + let filter_html = ` +
+ Filters: + ${str} +
+ `; + + return filter_html; +} + +/** + * Make the result component given a minisearch result data object and the value of the search input as queryString. + * To view the result object structure, refer: https://lucaong.github.io/minisearch/modules/_minisearch_.html#searchresult + * + * @param {object} result + * @param {string} querystring + * @returns string + */ +function make_search_result(result, querystring) { + let search_divider = `
`; + let display_link = + result.location.slice(Math.max(0), Math.min(50, result.location.length)) + + (result.location.length > 30 ? "..." : ""); // To cut-off the link because it messes with the overflow of the whole div + + if (result.page !== "") { + display_link += ` (${result.page})`; + } + + let textindex = new RegExp(`\\b${querystring}\\b`, "i").exec(result.text); + let text = + textindex !== null + ? result.text.slice( + Math.max(textindex.index - 100, 0), + Math.min( + textindex.index + querystring.length + 100, + result.text.length + ) + ) + : ""; // cut-off text before and after from the match + + let display_result = text.length + ? "..." + + text.replace( + new RegExp(`\\b${querystring}\\b`, "i"), // For first occurrence + '$&' + ) + + "..." + : ""; // highlights the match + + let in_code = false; + if (!["page", "section"].includes(result.category.toLowerCase())) { + in_code = true; + } + + // We encode the full url to escape some special characters which can lead to broken links + let result_div = ` + +
+
${result.title}
+
${result.category}
+
+

+ ${display_result} +

+
+ ${display_link} +
+ + ${search_divider} + `; + + return result_div; +} + +/** + * Get selected filters, remake the filter html and lastly update the search modal + */ +function get_filters() { + let ele = $(".search-filters .search-filter-selected").get(); + filter_results = ele.map((x) => $(x).text().toLowerCase()); + modal_filters = make_modal_body_filters(filters, filter_results); + update_search(filter_results); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Modal settings dialog +$(document).ready(function () { + var settings = $("#documenter-settings"); + $("#documenter-settings-button").click(function () { + settings.toggleClass("is-active"); + }); + // Close the dialog if X is clicked + $("#documenter-settings button.delete").click(function () { + settings.removeClass("is-active"); + }); + // Close dialog if ESC is pressed + $(document).keyup(function (e) { + if (e.keyCode == 27) settings.removeClass("is-active"); + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +let search_modal_header = ` +
+
+

+ + + + +

+
+
+ +
+
+`; + +let initial_search_body = ` +
Type something to get started!
+`; + +let search_modal_footer = ` +
+ + Ctrl + + / to search + + esc to close +
+`; + +$(document.body).append( + ` + + ` +); + +document.querySelector(".docs-search-query").addEventListener("click", () => { + openModal(); +}); + +document.querySelector(".close-search-modal").addEventListener("click", () => { + closeModal(); +}); + +$(document).on("click", ".search-result-link", function () { + closeModal(); +}); + +document.addEventListener("keydown", (event) => { + if ((event.ctrlKey || event.metaKey) && event.key === "/") { + openModal(); + } else if (event.key === "Escape") { + closeModal(); + } + + return false; +}); + +// Functions to open and close a modal +function openModal() { + let searchModal = document.querySelector("#search-modal"); + + searchModal.classList.add("is-active"); + document.querySelector(".documenter-search-input").focus(); +} + +function closeModal() { + let searchModal = document.querySelector("#search-modal"); + let initial_search_body = ` +
Type something to get started!
+ `; + + searchModal.classList.remove("is-active"); + document.querySelector(".documenter-search-input").blur(); + + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".documenter-search-input").val(""); + $(".search-modal-card-body").html(initial_search_body); +} + +document + .querySelector("#search-modal .modal-background") + .addEventListener("click", () => { + closeModal(); + }); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Manages the showing and hiding of the sidebar. +$(document).ready(function () { + var sidebar = $("#documenter > .docs-sidebar"); + var sidebar_button = $("#documenter-sidebar-button"); + sidebar_button.click(function (ev) { + ev.preventDefault(); + sidebar.toggleClass("visible"); + if (sidebar.hasClass("visible")) { + // Makes sure that the current menu item is visible in the sidebar. + $("#documenter .docs-menu a.is-active").focus(); + } + }); + $("#documenter > .docs-main").bind("click", function (ev) { + if ($(ev.target).is(sidebar_button)) { + return; + } + if (sidebar.hasClass("visible")) { + sidebar.removeClass("visible"); + } + }); +}); + +// Resizes the package name / sitename in the sidebar if it is too wide. +// Inspired by: https://github.com/davatron5000/FitText.js +$(document).ready(function () { + e = $("#documenter .docs-autofit"); + function resize() { + var L = parseInt(e.css("max-width"), 10); + var L0 = e.width(); + if (L0 > L) { + var h0 = parseInt(e.css("font-size"), 10); + e.css("font-size", (L * h0) / L0); + // TODO: make sure it survives resizes? + } + } + // call once and then register events + resize(); + $(window).resize(resize); + $(window).on("orientationchange", resize); +}); + +// Scroll the navigation bar to the currently selected menu item +$(document).ready(function () { + var sidebar = $("#documenter .docs-menu").get(0); + var active = $("#documenter .docs-menu .is-active").get(0); + if (typeof active !== "undefined") { + sidebar.scrollTop = active.offsetTop - sidebar.offsetTop - 15; + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Theme picker setup +$(document).ready(function () { + // onchange callback + $("#documenter-themepicker").change(function themepick_callback(ev) { + var themename = $("#documenter-themepicker option:selected").attr("value"); + if (themename === "auto") { + // set_theme(window.matchMedia('(prefers-color-scheme: dark)').matches ? 'dark' : 'light'); + window.localStorage.removeItem("documenter-theme"); + } else { + // set_theme(themename); + window.localStorage.setItem("documenter-theme", themename); + } + // We re-use the global function from themeswap.js to actually do the swapping. + set_theme_from_local_storage(); + }); + + // Make sure that the themepicker displays the correct theme when the theme is retrieved + // from localStorage + if (typeof window.localStorage !== "undefined") { + var theme = window.localStorage.getItem("documenter-theme"); + if (theme !== null) { + $("#documenter-themepicker option").each(function (i, e) { + e.selected = e.value === theme; + }); + } + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// update the version selector with info from the siteinfo.js and ../versions.js files +$(document).ready(function () { + // If the version selector is disabled with DOCUMENTER_VERSION_SELECTOR_DISABLED in the + // siteinfo.js file, we just return immediately and not display the version selector. + if ( + typeof DOCUMENTER_VERSION_SELECTOR_DISABLED === "boolean" && + DOCUMENTER_VERSION_SELECTOR_DISABLED + ) { + return; + } + + var version_selector = $("#documenter .docs-version-selector"); + var version_selector_select = $("#documenter .docs-version-selector select"); + + version_selector_select.change(function (x) { + target_href = version_selector_select + .children("option:selected") + .get(0).value; + window.location.href = target_href; + }); + + // add the current version to the selector based on siteinfo.js, but only if the selector is empty + if ( + typeof DOCUMENTER_CURRENT_VERSION !== "undefined" && + $("#version-selector > option").length == 0 + ) { + var option = $( + "" + ); + version_selector_select.append(option); + } + + if (typeof DOC_VERSIONS !== "undefined") { + var existing_versions = version_selector_select.children("option"); + var existing_versions_texts = existing_versions.map(function (i, x) { + return x.text; + }); + DOC_VERSIONS.forEach(function (each) { + var version_url = documenterBaseURL + "/../" + each + "/"; + var existing_id = $.inArray(each, existing_versions_texts); + // if not already in the version selector, add it as a new option, + // otherwise update the old option with the URL and enable it + if (existing_id == -1) { + var option = $( + "" + ); + version_selector_select.append(option); + } else { + var option = existing_versions[existing_id]; + option.value = version_url; + option.disabled = false; + } + }); + } + + // only show the version selector if the selector has been populated + if (version_selector_select.children("option").length > 0) { + version_selector.toggleClass("visible"); + } +}); + +}) diff --git a/previews/PR7/assets/logo.png b/previews/PR7/assets/logo.png new file mode 100644 index 00000000..a5048ba6 Binary files /dev/null and b/previews/PR7/assets/logo.png differ diff --git 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kbd.button.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-dark.is-outlined,html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-outlined:hover,html.theme--documenter-dark .content kbd.button.is-outlined:hover,html.theme--documenter-dark .button.is-dark.is-outlined.is-hovered,html.theme--documenter-dark .content kbd.button.is-outlined.is-hovered,html.theme--documenter-dark .button.is-dark.is-outlined:focus,html.theme--documenter-dark .content kbd.button.is-outlined:focus,html.theme--documenter-dark .button.is-dark.is-outlined.is-focused,html.theme--documenter-dark .content kbd.button.is-outlined.is-focused{background-color:#282f2f;border-color:#282f2f;color:#fff}html.theme--documenter-dark .button.is-dark.is-outlined.is-loading::after,html.theme--documenter-dark .content 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html.theme--documenter-dark .button.is-dark.is-outlined,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;box-shadow:none;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:hover,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:focus,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-focused{background-color:#fff;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #282f2f #282f2f !important}html.theme--documenter-dark 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.button.is-warning.is-active{background-color:#946e00;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-warning[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-warning{background-color:#ad8100;border-color:#ad8100;box-shadow:none}html.theme--documenter-dark .button.is-warning.is-inverted{background-color:#fff;color:#ad8100}html.theme--documenter-dark .button.is-warning.is-inverted:hover,html.theme--documenter-dark .button.is-warning.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--documenter-dark .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-warning.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#ad8100}html.theme--documenter-dark .button.is-warning.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark 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.button.is-danger.is-light{background-color:#fdeeec;color:#ec311d}html.theme--documenter-dark .button.is-danger.is-light:hover,html.theme--documenter-dark .button.is-danger.is-light.is-hovered{background-color:#fce3e0;border-color:transparent;color:#ec311d}html.theme--documenter-dark .button.is-danger.is-light:active,html.theme--documenter-dark .button.is-danger.is-light.is-active{background-color:#fcd8d5;border-color:transparent;color:#ec311d}html.theme--documenter-dark .button.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--documenter-dark .button.is-small:not(.is-rounded),html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--documenter-dark .button.is-normal{font-size:1rem}html.theme--documenter-dark .button.is-medium{font-size:1.25rem}html.theme--documenter-dark .button.is-large{font-size:1.5rem}html.theme--documenter-dark .button[disabled],fieldset[disabled] html.theme--documenter-dark .button{background-color:#8c9b9d;border-color:#5e6d6f;box-shadow:none;opacity:.5}html.theme--documenter-dark .button.is-fullwidth{display:flex;width:100%}html.theme--documenter-dark .button.is-loading{color:transparent !important;pointer-events:none}html.theme--documenter-dark .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--documenter-dark .button.is-static{background-color:#282f2f;border-color:#5e6d6f;color:#dbdee0;box-shadow:none;pointer-events:none}html.theme--documenter-dark .button.is-rounded,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--documenter-dark .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--documenter-dark .buttons .button{margin-bottom:0.5rem}html.theme--documenter-dark .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--documenter-dark .buttons:last-child{margin-bottom:-0.5rem}html.theme--documenter-dark .buttons:not(:last-child){margin-bottom:1rem}html.theme--documenter-dark .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--documenter-dark .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--documenter-dark .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--documenter-dark .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--documenter-dark .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--documenter-dark .buttons.has-addons 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span.sgr42{background-color:#066f00}.ansi span.sgr43{background-color:#856b00}.ansi span.sgr44{background-color:#2149b0}.ansi span.sgr45{background-color:#7d4498}.ansi span.sgr46{background-color:#007989}.ansi span.sgr47{background-color:gray}.ansi span.sgr90{color:#616161}.ansi span.sgr91{color:#cb3c33}.ansi span.sgr92{color:#0e8300}.ansi span.sgr93{color:#a98800}.ansi span.sgr94{color:#3c5dcd}.ansi span.sgr95{color:#9256af}.ansi span.sgr96{color:#008fa3}.ansi span.sgr97{color:#f5f5f5}.ansi span.sgr100{background-color:#616161}.ansi span.sgr101{background-color:#cb3c33}.ansi span.sgr102{background-color:#0e8300}.ansi span.sgr103{background-color:#a98800}.ansi span.sgr104{background-color:#3c5dcd}.ansi span.sgr105{background-color:#9256af}.ansi span.sgr106{background-color:#008fa3}.ansi span.sgr107{background-color:#f5f5f5}code.language-julia-repl>span.hljs-meta{color:#066f00;font-weight:bolder}/*! + Theme: Default + Description: Original highlight.js style + Author: (c) Ivan Sagalaev 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Gets put into the tag.. +function set_theme_from_local_storage() { + // Initialize the theme to null, which means default + var theme = null; + // If the browser supports the localstorage and is not disabled then try to get the + // documenter theme + if (window.localStorage != null) { + // Get the user-picked theme from localStorage. May be `null`, which means the default + // theme. + theme = window.localStorage.getItem("documenter-theme"); + } + // Check if the users preference is for dark color scheme + var darkPreference = + window.matchMedia("(prefers-color-scheme: dark)").matches === true; + // Initialize a few variables for the loop: + // + // - active: will contain the index of the theme that should be active. Note that there + // is no guarantee that localStorage contains sane values. If `active` stays `null` + // we either could not find the theme or it is the default (primary) theme anyway. + // Either way, we then need to stick to the primary theme. + // + // - disabled: style sheets that should be disabled (i.e. all the theme style sheets + // that are not the currently active theme) + var active = null; + var disabled = []; + var primaryLightTheme = null; + var primaryDarkTheme = null; + for (var i = 0; i < document.styleSheets.length; i++) { + var ss = document.styleSheets[i]; + // The tag of each style sheet is expected to have a data-theme-name attribute + // which must contain the name of the theme. The names in localStorage much match this. + var themename = ss.ownerNode.getAttribute("data-theme-name"); + // attribute not set => non-theme stylesheet => ignore + if (themename === null) continue; + // To distinguish the default (primary) theme, it needs to have the data-theme-primary + // attribute set. + if (ss.ownerNode.getAttribute("data-theme-primary") !== null) { + primaryLightTheme = themename; + } + // Check if the theme is primary dark theme so that we could store its name in darkTheme + if (ss.ownerNode.getAttribute("data-theme-primary-dark") !== null) { + primaryDarkTheme = themename; + } + // If we find a matching theme (and it's not the default), we'll set active to non-null + if (themename === theme) active = i; + // Store the style sheets of inactive themes so that we could disable them + if (themename !== theme) disabled.push(ss); + } + var activeTheme = null; + if (active !== null) { + // If we did find an active theme, we'll (1) add the theme--$(theme) class to + document.getElementsByTagName("html")[0].className = "theme--" + theme; + activeTheme = theme; + } else { + // If we did _not_ find an active theme, then we need to fall back to the primary theme + // which can either be dark or light, depending on the user's OS preference. + var activeTheme = darkPreference ? primaryDarkTheme : primaryLightTheme; + // In case it somehow happens that the relevant primary theme was not found in the + // preceding loop, we abort without doing anything. + if (activeTheme === null) { + console.error("Unable to determine primary theme."); + return; + } + // When switching to the primary light theme, then we must not have a class name + // for the tag. That's only for non-primary or the primary dark theme. + if (darkPreference) { + document.getElementsByTagName("html")[0].className = + "theme--" + activeTheme; + } else { + document.getElementsByTagName("html")[0].className = ""; + } + } + for (var i = 0; i < document.styleSheets.length; i++) { + var ss = document.styleSheets[i]; + // The tag of each style sheet is expected to have a data-theme-name attribute + // which must contain the name of the theme. The names in localStorage much match this. + var themename = ss.ownerNode.getAttribute("data-theme-name"); + // attribute not set => non-theme stylesheet => ignore + if (themename === null) continue; + // we'll disable all the stylesheets, except for the active one + ss.disabled = !(themename == activeTheme); + } +} +set_theme_from_local_storage(); diff --git a/previews/PR7/assets/warner.js b/previews/PR7/assets/warner.js new file mode 100644 index 00000000..3f6f5d00 --- /dev/null +++ b/previews/PR7/assets/warner.js @@ -0,0 +1,52 @@ +function maybeAddWarning() { + // DOCUMENTER_NEWEST is defined in versions.js, DOCUMENTER_CURRENT_VERSION and DOCUMENTER_STABLE + // in siteinfo.js. + // If either of these are undefined something went horribly wrong, so we abort. + if ( + window.DOCUMENTER_NEWEST === undefined || + window.DOCUMENTER_CURRENT_VERSION === undefined || + window.DOCUMENTER_STABLE === undefined + ) { + return; + } + + // Current version is not a version number, so we can't tell if it's the newest version. Abort. + if (!/v(\d+\.)*\d+/.test(window.DOCUMENTER_CURRENT_VERSION)) { + return; + } + + // Current version is newest version, so no need to add a warning. + if (window.DOCUMENTER_NEWEST === window.DOCUMENTER_CURRENT_VERSION) { + return; + } + + // Add a noindex meta tag (unless one exists) so that search engines don't index this version of the docs. + if (document.body.querySelector('meta[name="robots"]') === null) { + const meta = document.createElement("meta"); + meta.name = "robots"; + meta.content = "noindex"; + + document.getElementsByTagName("head")[0].appendChild(meta); + } + + const div = document.createElement("div"); + div.classList.add("outdated-warning-overlay"); + const closer = document.createElement("button"); + closer.classList.add("outdated-warning-closer", "delete"); + closer.addEventListener("click", function () { + document.body.removeChild(div); + }); + const href = window.documenterBaseURL + "/../" + window.DOCUMENTER_STABLE; + div.innerHTML = + 'This documentation is not for the latest stable release, but for either the development version or an older release.
Click here to go to the documentation for the latest stable release.'; + div.appendChild(closer); + document.body.appendChild(div); +} + +if (document.readyState === "loading") { + document.addEventListener("DOMContentLoaded", maybeAddWarning); +} else { + maybeAddWarning(); +} diff --git a/previews/PR7/index.html b/previews/PR7/index.html new file mode 100644 index 00000000..0e72b850 --- /dev/null +++ b/previews/PR7/index.html @@ -0,0 +1,2 @@ + +Home · Chmy
GitHub
diff --git a/previews/PR7/lib/modules/index.html b/previews/PR7/lib/modules/index.html new file mode 100644 index 00000000..5f3f6e55 --- /dev/null +++ b/previews/PR7/lib/modules/index.html @@ -0,0 +1,2 @@ + +Modules · Chmy
GitHub

Modules

Grids

Chmy.Grids.UniformGrid — Method
UniformGrid(arch; origin, extent, dims, topology=nothing) where {N}

Constructs a uniform grid with specified origin, extent, dimensions, and topology.

Arguments

  • arch::Architecture: The associated architecture.
  • origin::NTuple{N,Number}: The origin of the grid.
  • extent::NTuple{N,Number}: The extent of the grid.
  • dims::NTuple{N,Integer}: The dimensions of the grid.
  • topology=nothing: The topology of the grid. If not provided, a default Bounded topology is used.
source
Chmy.Grids.axis — Method
axis(grid::RegularGrid, ::Val{dim}) where {dim}

Return the axis corresponding to the spatial dimension dim.

source
Chmy.Grids.bounds — Method
bounds(grid::StructuredGrid{N}, loc::LocOrLocs{N}) where {N}

Compute the bounds of a structured grid at the specified location(s).

source
Chmy.Grids.connectivity — Method
connectivity(grid::StructuredGrid{N,T,C}, D::Val, S::Val)

Return the connectivity of the structured grid grid for the given dimension D and side S.

source
Chmy.Grids.coord — Method
coord(grid::RegularGrid{N}, loc::[Location, NTuple{N,Location}], I...) where {N}

Return a tuple of spatial coordinates of a grid point at location loc and indices I.

For vertex locations, first grid point is at the origin. For center locations, first grid point at half-spacing distance from the origin.

source
Chmy.Grids.inv_spacing — Method
inv_spacing(grid::RegularGrid{N}, loc::[Location, NTuple{N,Location}], I...) where {N}

Return a tuple of inverse grid spacings at location loc and indices I.

source
Chmy.Grids.spacing — Method
spacing(grid::RegularGrid{N}, loc::[Location, NTuple{N,Location}], I...) where {N}

Return a tuple of grid spacings at location loc and indices I.

source

Architectures

Chmy.Architectures.Arch — Method
Arch(backend::Backend; device_id::Integer=1)

Create an architecture object for the specified backend and device.

Arguments

  • backend: The backend to use for computation.
  • device_id=1: The ID of the device to use.
source
Chmy.Architectures.activate! — Method
activate!(arch::SingleDeviceArchitecture; priority=:normal)

Activate the given architecture on the specified device and set the priority of the backend.

source

Fields

Chmy.Fields.Field — Type
struct Field{T,N,L,H,A} <: AbstractField{T,N,L}

Field represents a discrete scalar field with specified type, number of dimensions, location, and halo size.

source
Chmy.Fields.Field — Method
Field(backend, grid, loc, type=eltype(grid); halo=1)

Constructs a field on a structured grid at the specified location.

Arguments:

  • backend: The backend to use for memory allocation.
  • grid: The structured grid on which the field is constructed.
  • loc: The location or locations on the grid where the field is constructed.
  • type: The element type of the field. Defaults to the element type of the grid.
  • halo: The halo size for the field. Defaults to 1.
source
Chmy.Fields.FunctionField — Type
struct FunctionField{T,N,L,CD,F,G,P} <: AbstractField{T,N,L}

Continuous or discrete field with values computed at runtime.

Constructors

  • FunctionField{CD,L}(func::F, grid::G, parameters::P) where {CD,L,F,G,P}: Create a new FunctionField object.
source

Grid Operators

Boundary Conditions

Chmy.BoundaryConditions.bc! — Method
bc!(arch::Architecture, grid::StructuredGrid, batch::BatchSet)

Apply boundary conditions using a batch set batch containing an AbstractBatch per dimension per side of grid.

Arguments

  • arch: The architecture.
  • grid: The grid.
  • batch:: The batch set to apply boundary conditions to.
source

Distributed

Chmy.Distributed.CartesianTopology — Method
CartesianTopology(comm::MPI.Comm, dims::NTuple{N,Int}) where {N}

Create an N-dimensional Cartesian topology using base MPI communicator comm with dimensions dims. If all entries in dims are not equal to 0, the product of dims should be equal to the total number of MPI processes MPI.Comm_size(comm). If any (or all) entries of dims are 0, the dimensions in the corresponding spatial directions will be picked automatically.

source
Chmy.Distributed.StackAllocator — Type
mutable struct StackAllocator

Simple stack (a.k.a. bump/arena) allocator. Maintains an internal buffer that grows dynamically if the requested allocation exceeds current buffer size.

source
Chmy.Architectures.Arch — Method
Arch(backend::Backend, comm::MPI::Comm, dims; kwargs...) where {N}

Create a distributed Architecture using backend backend and comm. For GPU backends, device will be selected automatically based on a process id within a node.

source
Chmy.Distributed.allocate — Function
allocate(sa::StackAllocator, T::DataType, dims, [align=sizeof(T)])

Allocate a buffer of type T with dimensions dims using a stack allocator. The align parameter specifies the alignment of the buffer elements.

Arguments

  • sa::StackAllocator: The stack allocator object.
  • T::DataType: The data type of the requested allocation.
  • dims: The dimensions of the requested allocation.
  • align::Integer: The alignment of the allocated buffer in bytes.
Warning

Arrays allocated with StackAllocator are not managed by Julia runtime. User is responsible for ensuring correct lifetimes, i.e., that the reference to allocator outlives all arrays allocated using this allocator.

source
Chmy.Distributed.gather! — Method
gather!(arch::DistributedArchitecture, dst, src::Field; kwargs...)

Gather the interior of a field src into a global array dst.

source
Chmy.Distributed.gather! — Method
gather!(dst::Union{AbstractArray{T,N},Nothing}, src::AbstractArray{T,N}, comm::MPI.Comm; root=0) where {T,N}

Gather local array src into a global array dst. Size of the global array size(dst) should be equal to the product of the size of a local array size(src) and the dimensions of a Cartesian communicator comm. The array will be gathered on the process with id root (root=0 by default). Note that the memory for a global array should be allocated only on the process with id root, on other processes dst can be set to nothing.

source
Chmy.Distributed.has_neighbor — Method
has_neighbor(t::CartesianTopology, dim, side)

Returns true if there a neighbor process in spatial direction dim on the side side, or false otherwise.

source
Chmy.Distributed.neighbor — Method
neighbor(t::CartesianTopology, dim, side)

Returns id of a neighbor process in spatial direction dim on the side side, if this neighbor exists, or MPI.PROC_NULL otherwise.

source
Chmy.Distributed.neighbors — Method
neighbors(t::CartesianTopology)

Neighbors of a current process.

Returns NTuple containing process ids of the two immediate neighbors in each spatial direction, or MPI.PROC_NULL if no neighbor on a corresponding side.

source
Chmy.Distributed.reset! — Method
reset!(sa::StackAllocator)

Reset the stack allocator by resetting the pointer. Doesn't free the internal memory buffer.

source

Workers

Chmy.Workers.Worker — Type
mutable struct Worker{T}

A worker that performs tasks asynchronously.

Constructor

Worker{T}(; setup=nothing, teardown=nothing) where {T}

Constructs a new Worker object.

Arguments

  • setup: A function to be executed before the worker starts processing tasks. (optional)
  • teardown: A function to be executed after the worker finishes processing tasks. (optional)
source
diff --git a/previews/PR7/search_index.js b/previews/PR7/search_index.js new file mode 100644 index 00000000..ba7a1065 --- /dev/null +++ b/previews/PR7/search_index.js @@ -0,0 +1,3 @@ +var documenterSearchIndex = {"docs": +[{"location":"lib/modules/#Modules","page":"Modules","title":"Modules","text":"","category":"section"},{"location":"lib/modules/#Grids","page":"Modules","title":"Grids","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Grids]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Grids.StructuredGrid","page":"Modules","title":"Chmy.Grids.StructuredGrid","text":"struct StructuredGrid{N,T,C,A}\n\nRepresents a structured grid with orthogonal axes.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Grids.UniformGrid-Union{Tuple{Chmy.Architectures.Architecture}, Tuple{N}} where N","page":"Modules","title":"Chmy.Grids.UniformGrid","text":"UniformGrid(arch; origin, extent, dims, topology=nothing) where {N}\n\nConstructs a uniform grid with specified origin, extent, dimensions, and topology.\n\nArguments\n\narch::Architecture: The associated architecture.\norigin::NTuple{N,Number}: The origin of the grid.\nextent::NTuple{N,Number}: The extent of the grid.\ndims::NTuple{N,Integer}: The dimensions of the grid.\ntopology=nothing: The topology of the grid. If not provided, a default Bounded topology is used.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.axis-Union{Tuple{dim}, Tuple{Chmy.Grids.StructuredGrid, Val{dim}}} where dim","page":"Modules","title":"Chmy.Grids.axis","text":"axis(grid::RegularGrid, ::Val{dim}) where {dim}\n\nReturn the axis corresponding to the spatial dimension dim.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.bounds-Union{Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N}, Union{Tuple{Vararg{Chmy.Grids.Location, N}}, Chmy.Grids.Location}}} where N","page":"Modules","title":"Chmy.Grids.bounds","text":"bounds(grid::StructuredGrid{N}, loc::LocOrLocs{N}) where {N}\n\nCompute the bounds of a structured grid at the specified location(s).\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.connectivity-Union{Tuple{S}, Tuple{D}, Tuple{C}, Tuple{T}, Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N, T, C}, Val{D}, Val{S}}} where {N, T, C, D, S}","page":"Modules","title":"Chmy.Grids.connectivity","text":"connectivity(grid::StructuredGrid{N,T,C}, D::Val, S::Val)\n\nReturn the connectivity of the structured grid grid for the given dimension D and side S.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.coord-Union{Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N}, Chmy.Grids.Location, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.Grids.coord","text":"coord(grid::RegularGrid{N}, loc::[Location, NTuple{N,Location}], I...) where {N}\n\nReturn a tuple of spatial coordinates of a grid point at location loc and indices I.\n\nFor vertex locations, first grid point is at the origin. For center locations, first grid point at half-spacing distance from the origin.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.inv_spacing-Union{Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N}, Chmy.Grids.Location, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.Grids.inv_spacing","text":"inv_spacing(grid::RegularGrid{N}, loc::[Location, NTuple{N,Location}], I...) where {N}\n\nReturn a tuple of inverse grid spacings at location loc and indices I.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Grids.spacing-Union{Tuple{N}, Tuple{Chmy.Grids.StructuredGrid{N}, Chmy.Grids.Location, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.Grids.spacing","text":"spacing(grid::RegularGrid{N}, loc::[Location, NTuple{N,Location}], I...) where {N}\n\nReturn a tuple of grid spacings at location loc and indices I.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Architectures","page":"Modules","title":"Architectures","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Architectures]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Architectures.Architecture","page":"Modules","title":"Chmy.Architectures.Architecture","text":"abstract type Architecture\n\nAbstract type representing an architecture.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Architectures.SingleDeviceArchitecture","page":"Modules","title":"Chmy.Architectures.SingleDeviceArchitecture","text":"struct SingleDeviceArchitecture{B,D} <: Architecture\n\nA struct representing an architecture that operates on a single CPU or GPU device.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Architectures.Arch-Tuple{KernelAbstractions.Backend}","page":"Modules","title":"Chmy.Architectures.Arch","text":"Arch(backend::Backend; device_id::Integer=1)\n\nCreate an architecture object for the specified backend and device.\n\nArguments\n\nbackend: The backend to use for computation.\ndevice_id=1: The ID of the device to use.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.activate!-Tuple{Chmy.Architectures.SingleDeviceArchitecture}","page":"Modules","title":"Chmy.Architectures.activate!","text":"activate!(arch::SingleDeviceArchitecture; priority=:normal)\n\nActivate the given architecture on the specified device and set the priority of the backend.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.get_backend-Tuple{Chmy.Architectures.SingleDeviceArchitecture}","page":"Modules","title":"Chmy.Architectures.get_backend","text":"get_backend(arch::SingleDeviceArchitecture)\n\nGet the backend associated with a SingleDeviceArchitecture.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.get_device-Tuple{Chmy.Architectures.SingleDeviceArchitecture}","page":"Modules","title":"Chmy.Architectures.get_device","text":"get_device(arch::SingleDeviceArchitecture)\n\nGet the device associated with a SingleDeviceArchitecture.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Fields","page":"Modules","title":"Fields","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Fields]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Fields.ConstantField","page":"Modules","title":"Chmy.Fields.ConstantField","text":"Scalar field with a constant value\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.Field","page":"Modules","title":"Chmy.Fields.Field","text":"struct Field{T,N,L,H,A} <: AbstractField{T,N,L}\n\nField represents a discrete scalar field with specified type, number of dimensions, location, and halo size.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.Field-Union{Tuple{N}, Tuple{KernelAbstractions.Backend, Chmy.Grids.StructuredGrid{N}, Union{Tuple{Vararg{Chmy.Grids.Location, N}}, Chmy.Grids.Location}}, Tuple{KernelAbstractions.Backend, Chmy.Grids.StructuredGrid{N}, Union{Tuple{Vararg{Chmy.Grids.Location, N}}, Chmy.Grids.Location}, Any}} where N","page":"Modules","title":"Chmy.Fields.Field","text":"Field(backend, grid, loc, type=eltype(grid); halo=1)\n\nConstructs a field on a structured grid at the specified location.\n\nArguments:\n\nbackend: The backend to use for memory allocation.\ngrid: The structured grid on which the field is constructed.\nloc: The location or locations on the grid where the field is constructed.\ntype: The element type of the field. Defaults to the element type of the grid.\nhalo: The halo size for the field. Defaults to 1.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Fields.FunctionField","page":"Modules","title":"Chmy.Fields.FunctionField","text":"struct FunctionField{T,N,L,CD,F,G,P} <: AbstractField{T,N,L}\n\nContinuous or discrete field with values computed at runtime.\n\nConstructors\n\nFunctionField{CD,L}(func::F, grid::G, parameters::P) where {CD,L,F,G,P}: Create a new FunctionField object.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.OneField","page":"Modules","title":"Chmy.Fields.OneField","text":"Constant field with values equal to one(T)\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.ValueField","page":"Modules","title":"Chmy.Fields.ValueField","text":"Field with a constant value\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Fields.ZeroField","page":"Modules","title":"Chmy.Fields.ZeroField","text":"Constant field with values equal to zero(T)\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Grid-Operators","page":"Modules","title":"Grid Operators","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.GridOperators]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.GridOperators.leftx-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.leftx","text":"leftx(f, loc, I)\n\n\"left side\" of a field ([1:end-1]) in x direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.lefty-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.lefty","text":"lefty(f, loc, I)\n\n\"left side\" of a field ([1:end-1]) in y direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.leftz-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.leftz","text":"leftz(f, loc, I)\n\n\"left side\" of a field ([1:end-1]) in z direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.rightx-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.rightx","text":"rightx(f, loc, I)\n\n\"right side\" of a field ([2:end]) in x direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.righty-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.righty","text":"righty(f, loc, I)\n\n\"right side\" of a field ([2:end]) in y direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.rightz-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.rightz","text":"rightz(f, loc, I)\n\n\"right side\" of a field ([2:end]) in z direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.δx-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.δx","text":"δx(f, loc, I)\n\nFinite difference in x direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.δy-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.δy","text":"δy(f, loc, I)\n\nFinite difference in y direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.δz-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.δz","text":"δz(f, loc, I)\n\nFinite difference in z direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂x-Union{Tuple{N}, Tuple{Any, Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂x","text":"∂x(f, loc, grid, I)\n\nDirectional partial derivative in x direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂y-Union{Tuple{N}, Tuple{Any, Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂y","text":"∂y(f, loc, grid, I)\n\nDirectional partial derivative in y direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂z-Union{Tuple{N}, Tuple{Any, Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂z","text":"∂z(f, loc, grid, I)\n\nDirectional partial derivative in z direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Boundary-Conditions","page":"Modules","title":"Boundary Conditions","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.BoundaryConditions]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.BoundaryConditions.AbstractBatch","page":"Modules","title":"Chmy.BoundaryConditions.AbstractBatch","text":"abstract type AbstractBatch\n\nAbstract type representing a batch of boundary conditions.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.EmptyBatch","page":"Modules","title":"Chmy.BoundaryConditions.EmptyBatch","text":"struct EmptyBatch <: AbstractBatch\n\nEmptyBatch represents no boundary conditions.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.bc!-Union{Tuple{N}, Tuple{Chmy.Architectures.Architecture, Chmy.Grids.StructuredGrid{N}, Tuple{Vararg{Tuple{Chmy.BoundaryConditions.AbstractBatch, Chmy.BoundaryConditions.AbstractBatch}, N}}}} where N","page":"Modules","title":"Chmy.BoundaryConditions.bc!","text":"bc!(arch::Architecture, grid::StructuredGrid, batch::BatchSet)\n\nApply boundary conditions using a batch set batch containing an AbstractBatch per dimension per side of grid.\n\nArguments\n\narch: The architecture.\ngrid: The grid.\nbatch:: The batch set to apply boundary conditions to.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Distributed","page":"Modules","title":"Distributed","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Distributed]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Distributed.CartesianTopology","page":"Modules","title":"Chmy.Distributed.CartesianTopology","text":"CartesianTopology\n\nRepresents N-dimensional Cartesian topology of distributed processes.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.CartesianTopology-Union{Tuple{N}, Tuple{MPI.Comm, Tuple{Vararg{Int64, N}}}} where N","page":"Modules","title":"Chmy.Distributed.CartesianTopology","text":"CartesianTopology(comm::MPI.Comm, dims::NTuple{N,Int}) where {N}\n\nCreate an N-dimensional Cartesian topology using base MPI communicator comm with dimensions dims. If all entries in dims are not equal to 0, the product of dims should be equal to the total number of MPI processes MPI.Comm_size(comm). If any (or all) entries of dims are 0, the dimensions in the corresponding spatial directions will be picked automatically.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.DistributedArchitecture","page":"Modules","title":"Chmy.Distributed.DistributedArchitecture","text":"struct DistributedArchitecture{ChildArch,Topo}\n\nA struct representing a distributed architecture.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.StackAllocator","page":"Modules","title":"Chmy.Distributed.StackAllocator","text":"mutable struct StackAllocator\n\nSimple stack (a.k.a. bump/arena) allocator. Maintains an internal buffer that grows dynamically if the requested allocation exceeds current buffer size.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.StackAllocator-Tuple{KernelAbstractions.Backend}","page":"Modules","title":"Chmy.Distributed.StackAllocator","text":"StackAllocator(backend::Backend)\n\nCreate a stack allocator using the specified backend to store allocations.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.Arch-Tuple{KernelAbstractions.Backend, MPI.Comm, Any}","page":"Modules","title":"Chmy.Architectures.Arch","text":"Arch(backend::Backend, comm::MPI::Comm, dims; kwargs...) where {N}\n\nCreate a distributed Architecture using backend backend and comm. For GPU backends, device will be selected automatically based on a process id within a node.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.allocate","page":"Modules","title":"Chmy.Distributed.allocate","text":"allocate(sa::StackAllocator, T::DataType, dims, [align=sizeof(T)])\n\nAllocate a buffer of type T with dimensions dims using a stack allocator. The align parameter specifies the alignment of the buffer elements.\n\nArguments\n\nsa::StackAllocator: The stack allocator object.\nT::DataType: The data type of the requested allocation.\ndims: The dimensions of the requested allocation.\nalign::Integer: The alignment of the allocated buffer in bytes.\n\nwarning: Warning\nArrays allocated with StackAllocator are not managed by Julia runtime. User is responsible for ensuring correct lifetimes, i.e., that the reference to allocator outlives all arrays allocated using this allocator.\n\n\n\n\n\n","category":"function"},{"location":"lib/modules/#Chmy.Distributed.cart_comm-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.cart_comm","text":"cart_comm(t::CartesianTopology)\n\nMPI Cartesian communicator for the topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.coords-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.coords","text":"coords(t::CartesianTopology)\n\nCoordinates of a current process within a Cartesian topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.dims-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.dims","text":"dims(t::CartesianTopology)\n\nDimensions of the topology as NTuple.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.gather!-Tuple{Chmy.Distributed.DistributedArchitecture, Any, Chmy.Fields.Field}","page":"Modules","title":"Chmy.Distributed.gather!","text":"gather!(arch::DistributedArchitecture, dst, src::Field; kwargs...)\n\nGather the interior of a field src into a global array dst.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.gather!-Union{Tuple{N}, Tuple{T}, Tuple{Union{Nothing, AbstractArray{T, N}}, AbstractArray{T, N}, MPI.Comm}} where {T, N}","page":"Modules","title":"Chmy.Distributed.gather!","text":"gather!(dst::Union{AbstractArray{T,N},Nothing}, src::AbstractArray{T,N}, comm::MPI.Comm; root=0) where {T,N}\n\nGather local array src into a global array dst. Size of the global array size(dst) should be equal to the product of the size of a local array size(src) and the dimensions of a Cartesian communicator comm. The array will be gathered on the process with id root (root=0 by default). Note that the memory for a global array should be allocated only on the process with id root, on other processes dst can be set to nothing.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.global_rank-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.global_rank","text":"global_rank(t::CartesianTopology)\n\nGlobal id of a process in a Cartesian topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.global_size-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.global_size","text":"global_size(t::CartesianTopology)\n\nTotal number of processes withing the topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.has_neighbor-Tuple{Chmy.Distributed.CartesianTopology, Any, Any}","page":"Modules","title":"Chmy.Distributed.has_neighbor","text":"has_neighbor(t::CartesianTopology, dim, side)\n\nReturns true if there a neighbor process in spatial direction dim on the side side, or false otherwise.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.nallocs-Tuple{Chmy.Distributed.StackAllocator}","page":"Modules","title":"Chmy.Distributed.nallocs","text":"nallocs(sa::StackAllocator)\n\nGet the number of allocations made by the given StackAllocator.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.neighbor-Tuple{Chmy.Distributed.CartesianTopology, Any, Any}","page":"Modules","title":"Chmy.Distributed.neighbor","text":"neighbor(t::CartesianTopology, dim, side)\n\nReturns id of a neighbor process in spatial direction dim on the side side, if this neighbor exists, or MPI.PROC_NULL otherwise.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.neighbors-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.neighbors","text":"neighbors(t::CartesianTopology)\n\nNeighbors of a current process.\n\nReturns NTuple containing process ids of the two immediate neighbors in each spatial direction, or MPI.PROC_NULL if no neighbor on a corresponding side.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.node_name-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.node_name","text":"node_name(t::CartesianTopology)\n\nName of a node according to MPI.Get_processor_name().\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.node_size-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.node_size","text":"node_size(t::CartesianTopology)\n\nNumber of processes sharing the same node.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.reset!-Tuple{Chmy.Distributed.StackAllocator}","page":"Modules","title":"Chmy.Distributed.reset!","text":"reset!(sa::StackAllocator)\n\nReset the stack allocator by resetting the pointer. Doesn't free the internal memory buffer.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.shared_comm-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.shared_comm","text":"shared_comm(t::CartesianTopology)\n\nMPI communicator for the processes sharing the same node.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.shared_rank-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.shared_rank","text":"shared_rank(t::CartesianTopology)\n\nLocal id of a process within a single node. Can be used to set the GPU device.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Workers","page":"Modules","title":"Workers","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Workers]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Workers.Worker","page":"Modules","title":"Chmy.Workers.Worker","text":"mutable struct Worker{T}\n\nA worker that performs tasks asynchronously.\n\nConstructor\n\nWorker{T}(; setup=nothing, teardown=nothing) where {T}\n\nConstructs a new Worker object.\n\nArguments\n\nsetup: A function to be executed before the worker starts processing tasks. (optional)\nteardown: A function to be executed after the worker finishes processing tasks. (optional)\n\n\n\n\n\n","category":"type"},{"location":"usage/runtests/#Running-tests","page":"Running tests","title":"Running tests","text":"","category":"section"},{"location":"usage/runtests/#CPU-tests","page":"Running tests","title":"CPU tests","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"To run the Chmy test suite on the CPU, simple run test from within the package mode or using Pkg:","category":"page"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"using Pkg\nPkg.test(\"Chmy\")","category":"page"},{"location":"usage/runtests/#GPU-tests","page":"Running tests","title":"GPU tests","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"To run the Chmy test suite on CUDA or ROC backend (Nvidia or AMD GPUs), respectively, run the tests using Pkg adding following test_args:","category":"page"},{"location":"usage/runtests/#For-CUDA-backend-(Nvidia-GPUs):","page":"Running tests","title":"For CUDA backend (Nvidia GPUs):","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"using Pkg\nPkg.test(\"Chmy\"; test_args=[\"--backend=CUDA\"])","category":"page"},{"location":"usage/runtests/#For-ROC-backend-(AMD-GPUs):","page":"Running tests","title":"For ROC backend (AMD GPUs):","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"using Pkg\nPkg.test(\"Chmy\"; test_args=[\"--backend=AMDGPU\"])","category":"page"},{"location":"#Chmy.jl","page":"Home","title":"Chmy.jl","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"Documentation for Chmy.jl.","category":"page"},{"location":"","page":"Home","title":"Home","text":"Information about the GPU4GEO project can be found on the GPU4GEO website.","category":"page"},{"location":"#Doc-content","page":"Home","title":"Doc content","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"Usage information\nAPI reference","category":"page"}] +} diff --git a/previews/PR7/siteinfo.js b/previews/PR7/siteinfo.js new file mode 100644 index 00000000..410bdd94 --- /dev/null +++ b/previews/PR7/siteinfo.js @@ -0,0 +1 @@ +var DOCUMENTER_CURRENT_VERSION = "previews/PR7"; diff --git a/previews/PR7/usage/runtests/index.html b/previews/PR7/usage/runtests/index.html new file mode 100644 index 00000000..a1a33477 --- /dev/null +++ b/previews/PR7/usage/runtests/index.html @@ -0,0 +1,5 @@ + +Running tests · Chmy
GitHub

Running tests

CPU tests

To run the Chmy test suite on the CPU, simple run test from within the package mode or using Pkg:

using Pkg
+Pkg.test("Chmy")

GPU tests

To run the Chmy test suite on CUDA or ROC backend (Nvidia or AMD GPUs), respectively, run the tests using Pkg adding following test_args:

For CUDA backend (Nvidia GPUs):

using Pkg
+Pkg.test("Chmy"; test_args=["--backend=CUDA"])

For ROC backend (AMD GPUs):

using Pkg
+Pkg.test("Chmy"; test_args=["--backend=AMDGPU"])
diff --git a/previews/PR8/.documenter-siteinfo.json b/previews/PR8/.documenter-siteinfo.json new file mode 100644 index 00000000..7f378bec --- /dev/null +++ b/previews/PR8/.documenter-siteinfo.json @@ -0,0 +1 @@ +{"documenter":{"julia_version":"1.10.0","generation_timestamp":"2024-02-12T20:54:22","documenter_version":"1.2.1"}} \ No newline at end of file diff --git a/previews/PR8/assets/documenter.js b/previews/PR8/assets/documenter.js new file mode 100644 index 00000000..f5311607 --- /dev/null +++ b/previews/PR8/assets/documenter.js @@ -0,0 +1,889 @@ +// Generated by Documenter.jl +requirejs.config({ + paths: { + 'highlight-julia': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia.min', + 'headroom': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/headroom.min', + 'jqueryui': 'https://cdnjs.cloudflare.com/ajax/libs/jqueryui/1.13.2/jquery-ui.min', + 'minisearch': 'https://cdn.jsdelivr.net/npm/minisearch@6.1.0/dist/umd/index.min', + 'katex-auto-render': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/contrib/auto-render.min', + 'jquery': 'https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.0/jquery.min', + 'headroom-jquery': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/jQuery.headroom.min', + 'katex': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min', + 'highlight': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/highlight.min', + 'highlight-julia-repl': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia-repl.min', + }, + shim: { + "highlight-julia": { + "deps": [ + "highlight" + ] + }, + "katex-auto-render": { + "deps": [ + "katex" + ] + }, + "headroom-jquery": { + "deps": [ + "jquery", + "headroom" + ] + }, + "highlight-julia-repl": { + "deps": [ + "highlight" + ] + } +} +}); +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'katex', 'katex-auto-render'], function($, katex, renderMathInElement) { +$(document).ready(function() { + renderMathInElement( + document.body, + { + "delimiters": [ + { + "left": "$", + "right": "$", + "display": false + }, + { + "left": "$$", + "right": "$$", + "display": true + }, + { + "left": "\\[", + "right": "\\]", + "display": true + } + ] +} + + ); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'highlight', 'highlight-julia', 'highlight-julia-repl'], function($) { +$(document).ready(function() { + hljs.highlightAll(); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +let timer = 0; +var isExpanded = true; + +$(document).on("click", ".docstring header", function () { + let articleToggleTitle = "Expand docstring"; + + debounce(() => { + if ($(this).siblings("section").is(":visible")) { + $(this) + .find(".docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + } else { + $(this) + .find(".docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + articleToggleTitle = "Collapse docstring"; + } + + $(this) + .find(".docstring-article-toggle-button") + .prop("title", articleToggleTitle); + $(this).siblings("section").slideToggle(); + }); +}); + +$(document).on("click", ".docs-article-toggle-button", function () { + let articleToggleTitle = "Expand docstring"; + let navArticleToggleTitle = "Expand all docstrings"; + + debounce(() => { + if (isExpanded) { + $(this).removeClass("fa-chevron-up").addClass("fa-chevron-down"); + $(".docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + + isExpanded = false; + + $(".docstring section").slideUp(); + } else { + $(this).removeClass("fa-chevron-down").addClass("fa-chevron-up"); + $(".docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + isExpanded = true; + articleToggleTitle = "Collapse docstring"; + navArticleToggleTitle = "Collapse all docstrings"; + + $(".docstring section").slideDown(); + } + + $(this).prop("title", navArticleToggleTitle); + $(".docstring-article-toggle-button").prop("title", articleToggleTitle); + }); +}); + +function debounce(callback, timeout = 300) { + if (Date.now() - timer > timeout) { + callback(); + } + + clearTimeout(timer); + + timer = Date.now(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require([], function() { +function addCopyButtonCallbacks() { + for (const el of document.getElementsByTagName("pre")) { + const button = document.createElement("button"); + button.classList.add("copy-button", "fa-solid", "fa-copy"); + button.setAttribute("aria-label", "Copy this code block"); + button.setAttribute("title", "Copy"); + + el.appendChild(button); + + const success = function () { + button.classList.add("success", "fa-check"); + button.classList.remove("fa-copy"); + }; + + const failure = function () { + button.classList.add("error", "fa-xmark"); + button.classList.remove("fa-copy"); + }; + + button.addEventListener("click", function () { + copyToClipboard(el.innerText).then(success, failure); + + setTimeout(function () { + button.classList.add("fa-copy"); + button.classList.remove("success", "fa-check", "fa-xmark"); + }, 5000); + }); + } +} + +function copyToClipboard(text) { + // clipboard API is only available in secure contexts + if (window.navigator && window.navigator.clipboard) { + return window.navigator.clipboard.writeText(text); + } else { + return new Promise(function (resolve, reject) { + try { + const el = document.createElement("textarea"); + el.textContent = text; + el.style.position = "fixed"; + el.style.opacity = 0; + document.body.appendChild(el); + el.select(); + document.execCommand("copy"); + + resolve(); + } catch (err) { + reject(err); + } finally { + document.body.removeChild(el); + } + }); + } +} + +if (document.readyState === "loading") { + document.addEventListener("DOMContentLoaded", addCopyButtonCallbacks); +} else { + addCopyButtonCallbacks(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'headroom', 'headroom-jquery'], function($, Headroom) { + +// Manages the top navigation bar (hides it when the user starts scrolling down on the +// mobile). +window.Headroom = Headroom; // work around buggy module loading? +$(document).ready(function () { + $("#documenter .docs-navbar").headroom({ + tolerance: { up: 10, down: 10 }, + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'minisearch'], function($, minisearch) { + +// In general, most search related things will have "search" as a prefix. +// To get an in-depth about the thought process you can refer: https://hetarth02.hashnode.dev/series/gsoc + +let results = []; +let timer = undefined; + +let data = documenterSearchIndex["docs"].map((x, key) => { + x["id"] = key; // minisearch requires a unique for each object + return x; +}); + +// list below is the lunr 2.1.3 list minus the intersect with names(Base) +// (all, any, get, in, is, only, which) and (do, else, for, let, where, while, with) +// ideally we'd just filter the original list but it's not available as a variable +const stopWords = new Set([ + "a", + "able", + "about", + "across", + "after", + "almost", + "also", + "am", + "among", + "an", + "and", + "are", + "as", + "at", + "be", + "because", + "been", + "but", + "by", + "can", + "cannot", + "could", + "dear", + "did", + "does", + "either", + "ever", + "every", + "from", + "got", + "had", + "has", + "have", + "he", + "her", + "hers", + "him", + "his", + "how", + "however", + "i", + "if", + "into", + "it", + "its", + "just", + "least", + "like", + "likely", + "may", + "me", + "might", + "most", + "must", + "my", + "neither", + "no", + "nor", + "not", + "of", + "off", + "often", + "on", + "or", + "other", + "our", + "own", + "rather", + "said", + "say", + "says", + "she", + "should", + "since", + "so", + "some", + "than", + "that", + "the", + "their", + "them", + "then", + "there", + "these", + "they", + "this", + "tis", + "to", + "too", + "twas", + "us", + "wants", + "was", + "we", + "were", + "what", + "when", + "who", + "whom", + "why", + "will", + "would", + "yet", + "you", + "your", +]); + +let index = new minisearch({ + fields: ["title", "text"], // fields to index for full-text search + storeFields: ["location", "title", "text", "category", "page"], // fields to return with search results + processTerm: (term) => { + let word = stopWords.has(term) ? null : term; + if (word) { + // custom trimmer that doesn't strip @ and !, which are used in julia macro and function names + word = word + .replace(/^[^a-zA-Z0-9@!]+/, "") + .replace(/[^a-zA-Z0-9@!]+$/, ""); + } + + return word ?? null; + }, + // add . as a separator, because otherwise "title": "Documenter.Anchors.add!", would not find anything if searching for "add!", only for the entire qualification + tokenize: (string) => string.split(/[\s\-\.]+/), + // options which will be applied during the search + searchOptions: { + boost: { title: 100 }, + fuzzy: 2, + processTerm: (term) => { + let word = stopWords.has(term) ? null : term; + if (word) { + word = word + .replace(/^[^a-zA-Z0-9@!]+/, "") + .replace(/[^a-zA-Z0-9@!]+$/, ""); + } + + return word ?? null; + }, + tokenize: (string) => string.split(/[\s\-\.]+/), + }, +}); + +index.addAll(data); + +let filters = [...new Set(data.map((x) => x.category))]; +var modal_filters = make_modal_body_filters(filters); +var filter_results = []; + +$(document).on("keyup", ".documenter-search-input", function (event) { + // Adding a debounce to prevent disruptions from super-speed typing! + debounce(() => update_search(filter_results), 300); +}); + +$(document).on("click", ".search-filter", function () { + if ($(this).hasClass("search-filter-selected")) { + $(this).removeClass("search-filter-selected"); + } else { + $(this).addClass("search-filter-selected"); + } + + // Adding a debounce to prevent disruptions from crazy clicking! + debounce(() => get_filters(), 300); +}); + +/** + * A debounce function, takes a function and an optional timeout in milliseconds + * + * @function callback + * @param {number} timeout + */ +function debounce(callback, timeout = 300) { + clearTimeout(timer); + timer = setTimeout(callback, timeout); +} + +/** + * Make/Update the search component + * + * @param {string[]} selected_filters + */ +function update_search(selected_filters = []) { + let initial_search_body = ` +
Type something to get started!
+ `; + + let querystring = $(".documenter-search-input").val(); + + if (querystring.trim()) { + results = index.search(querystring, { + filter: (result) => { + // Filtering results + if (selected_filters.length === 0) { + return result.score >= 1; + } else { + return ( + result.score >= 1 && selected_filters.includes(result.category) + ); + } + }, + }); + + let search_result_container = ``; + let search_divider = `
`; + + if (results.length) { + let links = []; + let count = 0; + let search_results = ""; + + results.forEach(function (result) { + if (result.location) { + // Checking for duplication of results for the same page + if (!links.includes(result.location)) { + search_results += make_search_result(result, querystring); + count++; + } + + links.push(result.location); + } + }); + + let result_count = `
${count} result(s)
`; + + search_result_container = ` +
+ ${modal_filters} + ${search_divider} + ${result_count} +
+ ${search_results} +
+
+ `; + } else { + search_result_container = ` +
+ ${modal_filters} + ${search_divider} +
0 result(s)
+
+
No result found!
+ `; + } + + if ($(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").removeClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(search_result_container); + } else { + filter_results = []; + modal_filters = make_modal_body_filters(filters, filter_results); + + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(initial_search_body); + } +} + +/** + * Make the modal filter html + * + * @param {string[]} filters + * @param {string[]} selected_filters + * @returns string + */ +function make_modal_body_filters(filters, selected_filters = []) { + let str = ``; + + filters.forEach((val) => { + if (selected_filters.includes(val)) { + str += `${val}`; + } else { + str += `${val}`; + } + }); + + let filter_html = ` +
+ Filters: + ${str} +
+ `; + + return filter_html; +} + +/** + * Make the result component given a minisearch result data object and the value of the search input as queryString. + * To view the result object structure, refer: https://lucaong.github.io/minisearch/modules/_minisearch_.html#searchresult + * + * @param {object} result + * @param {string} querystring + * @returns string + */ +function make_search_result(result, querystring) { + let search_divider = `
`; + let display_link = + result.location.slice(Math.max(0), Math.min(50, result.location.length)) + + (result.location.length > 30 ? "..." : ""); // To cut-off the link because it messes with the overflow of the whole div + + if (result.page !== "") { + display_link += ` (${result.page})`; + } + + let textindex = new RegExp(`\\b${querystring}\\b`, "i").exec(result.text); + let text = + textindex !== null + ? result.text.slice( + Math.max(textindex.index - 100, 0), + Math.min( + textindex.index + querystring.length + 100, + result.text.length + ) + ) + : ""; // cut-off text before and after from the match + + let display_result = text.length + ? "..." + + text.replace( + new RegExp(`\\b${querystring}\\b`, "i"), // For first occurrence + '$&' + ) + + "..." + : ""; // highlights the match + + let in_code = false; + if (!["page", "section"].includes(result.category.toLowerCase())) { + in_code = true; + } + + // We encode the full url to escape some special characters which can lead to broken links + let result_div = ` + +
+
${result.title}
+
${result.category}
+
+

+ ${display_result} +

+
+ ${display_link} +
+ + ${search_divider} + `; + + return result_div; +} + +/** + * Get selected filters, remake the filter html and lastly update the search modal + */ +function get_filters() { + let ele = $(".search-filters .search-filter-selected").get(); + filter_results = ele.map((x) => $(x).text().toLowerCase()); + modal_filters = make_modal_body_filters(filters, filter_results); + update_search(filter_results); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Modal settings dialog +$(document).ready(function () { + var settings = $("#documenter-settings"); + $("#documenter-settings-button").click(function () { + settings.toggleClass("is-active"); + }); + // Close the dialog if X is clicked + $("#documenter-settings button.delete").click(function () { + settings.removeClass("is-active"); + }); + // Close dialog if ESC is pressed + $(document).keyup(function (e) { + if (e.keyCode == 27) settings.removeClass("is-active"); + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +let search_modal_header = ` +
+
+

+ + + + +

+
+
+ +
+
+`; + +let initial_search_body = ` +
Type something to get started!
+`; + +let search_modal_footer = ` +
+ + Ctrl + + / to search + + esc to close +
+`; + +$(document.body).append( + ` + + ` +); + +document.querySelector(".docs-search-query").addEventListener("click", () => { + openModal(); +}); + +document.querySelector(".close-search-modal").addEventListener("click", () => { + closeModal(); +}); + +$(document).on("click", ".search-result-link", function () { + closeModal(); +}); + +document.addEventListener("keydown", (event) => { + if ((event.ctrlKey || event.metaKey) && event.key === "/") { + openModal(); + } else if (event.key === "Escape") { + closeModal(); + } + + return false; +}); + +// Functions to open and close a modal +function openModal() { + let searchModal = document.querySelector("#search-modal"); + + searchModal.classList.add("is-active"); + document.querySelector(".documenter-search-input").focus(); +} + +function closeModal() { + let searchModal = document.querySelector("#search-modal"); + let initial_search_body = ` +
Type something to get started!
+ `; + + searchModal.classList.remove("is-active"); + document.querySelector(".documenter-search-input").blur(); + + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".documenter-search-input").val(""); + $(".search-modal-card-body").html(initial_search_body); +} + +document + .querySelector("#search-modal .modal-background") + .addEventListener("click", () => { + closeModal(); + }); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Manages the showing and hiding of the sidebar. +$(document).ready(function () { + var sidebar = $("#documenter > .docs-sidebar"); + var sidebar_button = $("#documenter-sidebar-button"); + sidebar_button.click(function (ev) { + ev.preventDefault(); + sidebar.toggleClass("visible"); + if (sidebar.hasClass("visible")) { + // Makes sure that the current menu item is visible in the sidebar. + $("#documenter .docs-menu a.is-active").focus(); + } + }); + $("#documenter > .docs-main").bind("click", function (ev) { + if ($(ev.target).is(sidebar_button)) { + return; + } + if (sidebar.hasClass("visible")) { + sidebar.removeClass("visible"); + } + }); +}); + +// Resizes the package name / sitename in the sidebar if it is too wide. +// Inspired by: https://github.com/davatron5000/FitText.js +$(document).ready(function () { + e = $("#documenter .docs-autofit"); + function resize() { + var L = parseInt(e.css("max-width"), 10); + var L0 = e.width(); + if (L0 > L) { + var h0 = parseInt(e.css("font-size"), 10); + e.css("font-size", (L * h0) / L0); + // TODO: make sure it survives resizes? + } + } + // call once and then register events + resize(); + $(window).resize(resize); + $(window).on("orientationchange", resize); +}); + +// Scroll the navigation bar to the currently selected menu item +$(document).ready(function () { + var sidebar = $("#documenter .docs-menu").get(0); + var active = $("#documenter .docs-menu .is-active").get(0); + if (typeof active !== "undefined") { + sidebar.scrollTop = active.offsetTop - sidebar.offsetTop - 15; + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Theme picker setup +$(document).ready(function () { + // onchange callback + $("#documenter-themepicker").change(function themepick_callback(ev) { + var themename = $("#documenter-themepicker option:selected").attr("value"); + if (themename === "auto") { + // set_theme(window.matchMedia('(prefers-color-scheme: dark)').matches ? 'dark' : 'light'); + window.localStorage.removeItem("documenter-theme"); + } else { + // set_theme(themename); + window.localStorage.setItem("documenter-theme", themename); + } + // We re-use the global function from themeswap.js to actually do the swapping. + set_theme_from_local_storage(); + }); + + // Make sure that the themepicker displays the correct theme when the theme is retrieved + // from localStorage + if (typeof window.localStorage !== "undefined") { + var theme = window.localStorage.getItem("documenter-theme"); + if (theme !== null) { + $("#documenter-themepicker option").each(function (i, e) { + e.selected = e.value === theme; + }); + } + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// update the version selector with info from the siteinfo.js and ../versions.js files +$(document).ready(function () { + // If the version selector is disabled with DOCUMENTER_VERSION_SELECTOR_DISABLED in the + // siteinfo.js file, we just return immediately and not display the version selector. + if ( + typeof DOCUMENTER_VERSION_SELECTOR_DISABLED === "boolean" && + DOCUMENTER_VERSION_SELECTOR_DISABLED + ) { + return; + } + + var version_selector = $("#documenter .docs-version-selector"); + var version_selector_select = $("#documenter .docs-version-selector select"); + + version_selector_select.change(function (x) { + target_href = version_selector_select + .children("option:selected") + .get(0).value; + window.location.href = target_href; + }); + + // add the current version to the selector based on siteinfo.js, but only if the selector is empty + if ( + typeof DOCUMENTER_CURRENT_VERSION !== "undefined" && + $("#version-selector > option").length == 0 + ) { + var option = $( + "" + ); + version_selector_select.append(option); + } + + if (typeof DOC_VERSIONS !== "undefined") { + var existing_versions = version_selector_select.children("option"); + var existing_versions_texts = existing_versions.map(function (i, x) { + return x.text; + }); + DOC_VERSIONS.forEach(function (each) { + var version_url = documenterBaseURL + "/../" + each + "/"; + var existing_id = $.inArray(each, existing_versions_texts); + // if not already in the version selector, add it as a new option, + // otherwise update the old option with the URL and enable it + if (existing_id == -1) { + var option = $( + "" + ); + version_selector_select.append(option); + } else { + var option = existing_versions[existing_id]; + option.value = version_url; + option.disabled = false; + } + }); + } + + // only show the version selector if the selector has been populated + if (version_selector_select.children("option").length > 0) { + version_selector.toggleClass("visible"); + } +}); + +}) diff --git a/previews/PR8/assets/logo.png b/previews/PR8/assets/logo.png new file mode 100644 index 00000000..a5048ba6 Binary files /dev/null and b/previews/PR8/assets/logo.png differ diff --git a/previews/PR8/assets/themes/documenter-dark.css b/previews/PR8/assets/themes/documenter-dark.css new file mode 100644 index 00000000..9f5449f4 --- /dev/null +++ b/previews/PR8/assets/themes/documenter-dark.css @@ -0,0 +1,7 @@ +html.theme--documenter-dark .pagination-previous,html.theme--documenter-dark .pagination-next,html.theme--documenter-dark .pagination-link,html.theme--documenter-dark .pagination-ellipsis,html.theme--documenter-dark .file-cta,html.theme--documenter-dark .file-name,html.theme--documenter-dark .select select,html.theme--documenter-dark .textarea,html.theme--documenter-dark .input,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input,html.theme--documenter-dark .button{-moz-appearance:none;-webkit-appearance:none;align-items:center;border:1px solid transparent;border-radius:.4em;box-shadow:none;display:inline-flex;font-size:1rem;height:2.5em;justify-content:flex-start;line-height:1.5;padding-bottom:calc(0.5em - 1px);padding-left:calc(0.75em - 1px);padding-right:calc(0.75em - 1px);padding-top:calc(0.5em - 1px);position:relative;vertical-align:top}html.theme--documenter-dark .pagination-previous:focus,html.theme--documenter-dark .pagination-next:focus,html.theme--documenter-dark .pagination-link:focus,html.theme--documenter-dark .pagination-ellipsis:focus,html.theme--documenter-dark .file-cta:focus,html.theme--documenter-dark .file-name:focus,html.theme--documenter-dark .select select:focus,html.theme--documenter-dark .textarea:focus,html.theme--documenter-dark .input:focus,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input:focus,html.theme--documenter-dark .button:focus,html.theme--documenter-dark .is-focused.pagination-previous,html.theme--documenter-dark .is-focused.pagination-next,html.theme--documenter-dark .is-focused.pagination-link,html.theme--documenter-dark .is-focused.pagination-ellipsis,html.theme--documenter-dark .is-focused.file-cta,html.theme--documenter-dark 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html.theme--documenter-dark .button.is-white.is-inverted.is-outlined{background-color:transparent;border-color:#0a0a0a;box-shadow:none;color:#0a0a0a}html.theme--documenter-dark .button.is-black{background-color:#0a0a0a;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-black:hover,html.theme--documenter-dark .button.is-black.is-hovered{background-color:#040404;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-black:focus,html.theme--documenter-dark .button.is-black.is-focused{border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-black:focus:not(:active),html.theme--documenter-dark .button.is-black.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(10,10,10,0.25)}html.theme--documenter-dark .button.is-black:active,html.theme--documenter-dark .button.is-black.is-active{background-color:#000;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-black[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-black{background-color:#0a0a0a;border-color:#0a0a0a;box-shadow:none}html.theme--documenter-dark .button.is-black.is-inverted{background-color:#fff;color:#0a0a0a}html.theme--documenter-dark .button.is-black.is-inverted:hover,html.theme--documenter-dark .button.is-black.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--documenter-dark .button.is-black.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-black.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#0a0a0a}html.theme--documenter-dark .button.is-black.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-black.is-outlined{background-color:transparent;border-color:#0a0a0a;color:#0a0a0a}html.theme--documenter-dark .button.is-black.is-outlined:hover,html.theme--documenter-dark .button.is-black.is-outlined.is-hovered,html.theme--documenter-dark 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html.theme--documenter-dark .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-light{background-color:#ecf0f1;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light:hover,html.theme--documenter-dark .button.is-light.is-hovered{background-color:#e5eaec;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light:focus,html.theme--documenter-dark .button.is-light.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light:focus:not(:active),html.theme--documenter-dark .button.is-light.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(236,240,241,0.25)}html.theme--documenter-dark .button.is-light:active,html.theme--documenter-dark .button.is-light.is-active{background-color:#dde4e6;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark 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kbd.button.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-dark.is-outlined,html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-outlined:hover,html.theme--documenter-dark .content kbd.button.is-outlined:hover,html.theme--documenter-dark .button.is-dark.is-outlined.is-hovered,html.theme--documenter-dark .content kbd.button.is-outlined.is-hovered,html.theme--documenter-dark .button.is-dark.is-outlined:focus,html.theme--documenter-dark .content kbd.button.is-outlined:focus,html.theme--documenter-dark .button.is-dark.is-outlined.is-focused,html.theme--documenter-dark .content kbd.button.is-outlined.is-focused{background-color:#282f2f;border-color:#282f2f;color:#fff}html.theme--documenter-dark .button.is-dark.is-outlined.is-loading::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading::after{border-color:transparent transparent #282f2f #282f2f !important}html.theme--documenter-dark .button.is-dark.is-outlined.is-loading:hover::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading:focus::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-dark.is-outlined[disabled],html.theme--documenter-dark .content kbd.button.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark.is-outlined,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;box-shadow:none;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:hover,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:focus,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-focused{background-color:#fff;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #282f2f #282f2f !important}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined[disabled],html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-primary,html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink{background-color:#375a7f;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-primary:hover,html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink:hover,html.theme--documenter-dark .button.is-primary.is-hovered,html.theme--documenter-dark .docstring>section>a.button.is-hovered.docs-sourcelink{background-color:#335476;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-primary:focus,html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink:focus,html.theme--documenter-dark .button.is-primary.is-focused,html.theme--documenter-dark .docstring>section>a.button.is-focused.docs-sourcelink{border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-primary:focus:not(:active),html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink:focus:not(:active),html.theme--documenter-dark .button.is-primary.is-focused:not(:active),html.theme--documenter-dark .docstring>section>a.button.is-focused.docs-sourcelink:not(:active){box-shadow:0 0 0 0.125em rgba(55,90,127,0.25)}html.theme--documenter-dark .button.is-primary:active,html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink:active,html.theme--documenter-dark .button.is-primary.is-active,html.theme--documenter-dark .docstring>section>a.button.is-active.docs-sourcelink{background-color:#2f4d6d;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-primary[disabled],html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-primary,fieldset[disabled] html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink{background-color:#375a7f;border-color:#375a7f;box-shadow:none}html.theme--documenter-dark .button.is-primary.is-inverted,html.theme--documenter-dark .docstring>section>a.button.is-inverted.docs-sourcelink{background-color:#fff;color:#375a7f}html.theme--documenter-dark .button.is-primary.is-inverted:hover,html.theme--documenter-dark .docstring>section>a.button.is-inverted.docs-sourcelink:hover,html.theme--documenter-dark .button.is-primary.is-inverted.is-hovered,html.theme--documenter-dark .docstring>section>a.button.is-inverted.is-hovered.docs-sourcelink{background-color:#f2f2f2}html.theme--documenter-dark .button.is-primary.is-inverted[disabled],html.theme--documenter-dark .docstring>section>a.button.is-inverted.docs-sourcelink[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-primary.is-inverted,fieldset[disabled] html.theme--documenter-dark .docstring>section>a.button.is-inverted.docs-sourcelink{background-color:#fff;border-color:transparent;box-shadow:none;color:#375a7f}html.theme--documenter-dark .button.is-primary.is-loading::after,html.theme--documenter-dark .docstring>section>a.button.is-loading.docs-sourcelink::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-primary.is-outlined,html.theme--documenter-dark .docstring>section>a.button.is-outlined.docs-sourcelink{background-color:transparent;border-color:#375a7f;color:#375a7f}html.theme--documenter-dark .button.is-primary.is-outlined:hover,html.theme--documenter-dark .docstring>section>a.button.is-outlined.docs-sourcelink:hover,html.theme--documenter-dark .button.is-primary.is-outlined.is-hovered,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-hovered.docs-sourcelink,html.theme--documenter-dark .button.is-primary.is-outlined:focus,html.theme--documenter-dark .docstring>section>a.button.is-outlined.docs-sourcelink:focus,html.theme--documenter-dark .button.is-primary.is-outlined.is-focused,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-focused.docs-sourcelink{background-color:#375a7f;border-color:#375a7f;color:#fff}html.theme--documenter-dark .button.is-primary.is-outlined.is-loading::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.docs-sourcelink::after{border-color:transparent transparent #375a7f #375a7f !important}html.theme--documenter-dark .button.is-primary.is-outlined.is-loading:hover::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.docs-sourcelink:hover::after,html.theme--documenter-dark .button.is-primary.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.is-hovered.docs-sourcelink::after,html.theme--documenter-dark .button.is-primary.is-outlined.is-loading:focus::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.docs-sourcelink:focus::after,html.theme--documenter-dark .button.is-primary.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.is-focused.docs-sourcelink::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-primary.is-outlined[disabled],html.theme--documenter-dark .docstring>section>a.button.is-outlined.docs-sourcelink[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-primary.is-outlined,fieldset[disabled] html.theme--documenter-dark .docstring>section>a.button.is-outlined.docs-sourcelink{background-color:transparent;border-color:#375a7f;box-shadow:none;color:#375a7f}html.theme--documenter-dark .button.is-primary.is-inverted.is-outlined,html.theme--documenter-dark .docstring>section>a.button.is-inverted.is-outlined.docs-sourcelink{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-primary.is-inverted.is-outlined:hover,html.theme--documenter-dark .docstring>section>a.button.is-inverted.is-outlined.docs-sourcelink:hover,html.theme--documenter-dark .button.is-primary.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .docstring>section>a.button.is-inverted.is-outlined.is-hovered.docs-sourcelink,html.theme--documenter-dark .button.is-primary.is-inverted.is-outlined:focus,html.theme--documenter-dark .docstring>section>a.button.is-inverted.is-outlined.docs-sourcelink:focus,html.theme--documenter-dark .button.is-primary.is-inverted.is-outlined.is-focused,html.theme--documenter-dark .docstring>section>a.button.is-inverted.is-outlined.is-focused.docs-sourcelink{background-color:#fff;color:#375a7f}html.theme--documenter-dark .button.is-primary.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .docstring>section>a.button.is-inverted.is-outlined.is-loading.docs-sourcelink:hover::after,html.theme--documenter-dark .button.is-primary.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .docstring>section>a.button.is-inverted.is-outlined.is-loading.is-hovered.docs-sourcelink::after,html.theme--documenter-dark .button.is-primary.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .docstring>section>a.button.is-inverted.is-outlined.is-loading.docs-sourcelink:focus::after,html.theme--documenter-dark .button.is-primary.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .docstring>section>a.button.is-inverted.is-outlined.is-loading.is-focused.docs-sourcelink::after{border-color:transparent transparent #375a7f #375a7f !important}html.theme--documenter-dark .button.is-primary.is-inverted.is-outlined[disabled],html.theme--documenter-dark .docstring>section>a.button.is-inverted.is-outlined.docs-sourcelink[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-primary.is-inverted.is-outlined,fieldset[disabled] html.theme--documenter-dark .docstring>section>a.button.is-inverted.is-outlined.docs-sourcelink{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-primary.is-light,html.theme--documenter-dark .docstring>section>a.button.is-light.docs-sourcelink{background-color:#f1f5f9;color:#4d7eb2}html.theme--documenter-dark .button.is-primary.is-light:hover,html.theme--documenter-dark .docstring>section>a.button.is-light.docs-sourcelink:hover,html.theme--documenter-dark .button.is-primary.is-light.is-hovered,html.theme--documenter-dark .docstring>section>a.button.is-light.is-hovered.docs-sourcelink{background-color:#e8eef5;border-color:transparent;color:#4d7eb2}html.theme--documenter-dark .button.is-primary.is-light:active,html.theme--documenter-dark .docstring>section>a.button.is-light.docs-sourcelink:active,html.theme--documenter-dark .button.is-primary.is-light.is-active,html.theme--documenter-dark .docstring>section>a.button.is-light.is-active.docs-sourcelink{background-color:#dfe8f1;border-color:transparent;color:#4d7eb2}html.theme--documenter-dark .button.is-link{background-color:#1abc9c;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-link:hover,html.theme--documenter-dark .button.is-link.is-hovered{background-color:#18b193;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-link:focus,html.theme--documenter-dark .button.is-link.is-focused{border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-link:focus:not(:active),html.theme--documenter-dark .button.is-link.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(26,188,156,0.25)}html.theme--documenter-dark .button.is-link:active,html.theme--documenter-dark .button.is-link.is-active{background-color:#17a689;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-link[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-link{background-color:#1abc9c;border-color:#1abc9c;box-shadow:none}html.theme--documenter-dark .button.is-link.is-inverted{background-color:#fff;color:#1abc9c}html.theme--documenter-dark .button.is-link.is-inverted:hover,html.theme--documenter-dark .button.is-link.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--documenter-dark .button.is-link.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-link.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#1abc9c}html.theme--documenter-dark .button.is-link.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-link.is-outlined{background-color:transparent;border-color:#1abc9c;color:#1abc9c}html.theme--documenter-dark .button.is-link.is-outlined:hover,html.theme--documenter-dark .button.is-link.is-outlined.is-hovered,html.theme--documenter-dark .button.is-link.is-outlined:focus,html.theme--documenter-dark .button.is-link.is-outlined.is-focused{background-color:#1abc9c;border-color:#1abc9c;color:#fff}html.theme--documenter-dark .button.is-link.is-outlined.is-loading::after{border-color:transparent transparent #1abc9c #1abc9c !important}html.theme--documenter-dark .button.is-link.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-link.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-link.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-link.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-link.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-link.is-outlined{background-color:transparent;border-color:#1abc9c;box-shadow:none;color:#1abc9c}html.theme--documenter-dark .button.is-link.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-link.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-focused{background-color:#fff;color:#1abc9c}html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-link.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #1abc9c #1abc9c !important}html.theme--documenter-dark .button.is-link.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-link.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-link.is-light{background-color:#edfdf9;color:#15987e}html.theme--documenter-dark .button.is-link.is-light:hover,html.theme--documenter-dark .button.is-link.is-light.is-hovered{background-color:#e2fbf6;border-color:transparent;color:#15987e}html.theme--documenter-dark .button.is-link.is-light:active,html.theme--documenter-dark .button.is-link.is-light.is-active{background-color:#d7f9f3;border-color:transparent;color:#15987e}html.theme--documenter-dark .button.is-info{background-color:#024c7d;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-info:hover,html.theme--documenter-dark .button.is-info.is-hovered{background-color:#024470;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-info:focus,html.theme--documenter-dark .button.is-info.is-focused{border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-info:focus:not(:active),html.theme--documenter-dark .button.is-info.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(2,76,125,0.25)}html.theme--documenter-dark .button.is-info:active,html.theme--documenter-dark .button.is-info.is-active{background-color:#023d64;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-info[disabled],fieldset[disabled] html.theme--documenter-dark 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.button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-info.is-light{background-color:#ebf7ff;color:#0e9dfb}html.theme--documenter-dark .button.is-info.is-light:hover,html.theme--documenter-dark .button.is-info.is-light.is-hovered{background-color:#def2fe;border-color:transparent;color:#0e9dfb}html.theme--documenter-dark .button.is-info.is-light:active,html.theme--documenter-dark .button.is-info.is-light.is-active{background-color:#d2edfe;border-color:transparent;color:#0e9dfb}html.theme--documenter-dark .button.is-success{background-color:#008438;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-success:hover,html.theme--documenter-dark .button.is-success.is-hovered{background-color:#073;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-success:focus,html.theme--documenter-dark 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.button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-warning.is-outlined{background-color:transparent;border-color:#ad8100;box-shadow:none;color:#ad8100}html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-focused{background-color:#fff;color:#ad8100}html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark 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.button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #9e1b0d #9e1b0d !important}html.theme--documenter-dark .button.is-danger.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-danger.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-danger.is-outlined{background-color:transparent;border-color:#9e1b0d;box-shadow:none;color:#9e1b0d}html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#9e1b0d}html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #9e1b0d #9e1b0d !important}html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-danger.is-light{background-color:#fdeeec;color:#ec311d}html.theme--documenter-dark .button.is-danger.is-light:hover,html.theme--documenter-dark .button.is-danger.is-light.is-hovered{background-color:#fce3e0;border-color:transparent;color:#ec311d}html.theme--documenter-dark .button.is-danger.is-light:active,html.theme--documenter-dark .button.is-danger.is-light.is-active{background-color:#fcd8d5;border-color:transparent;color:#ec311d}html.theme--documenter-dark .button.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--documenter-dark .button.is-small:not(.is-rounded),html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--documenter-dark .button.is-normal{font-size:1rem}html.theme--documenter-dark .button.is-medium{font-size:1.25rem}html.theme--documenter-dark .button.is-large{font-size:1.5rem}html.theme--documenter-dark .button[disabled],fieldset[disabled] html.theme--documenter-dark .button{background-color:#8c9b9d;border-color:#5e6d6f;box-shadow:none;opacity:.5}html.theme--documenter-dark .button.is-fullwidth{display:flex;width:100%}html.theme--documenter-dark .button.is-loading{color:transparent !important;pointer-events:none}html.theme--documenter-dark .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--documenter-dark .button.is-static{background-color:#282f2f;border-color:#5e6d6f;color:#dbdee0;box-shadow:none;pointer-events:none}html.theme--documenter-dark .button.is-rounded,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--documenter-dark .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--documenter-dark .buttons .button{margin-bottom:0.5rem}html.theme--documenter-dark .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--documenter-dark .buttons:last-child{margin-bottom:-0.5rem}html.theme--documenter-dark .buttons:not(:last-child){margin-bottom:1rem}html.theme--documenter-dark .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--documenter-dark .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--documenter-dark .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--documenter-dark .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--documenter-dark .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--documenter-dark .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--documenter-dark .buttons.has-addons .button:last-child{margin-right:0}html.theme--documenter-dark .buttons.has-addons .button:hover,html.theme--documenter-dark .buttons.has-addons .button.is-hovered{z-index:2}html.theme--documenter-dark .buttons.has-addons .button:focus,html.theme--documenter-dark .buttons.has-addons .button.is-focused,html.theme--documenter-dark .buttons.has-addons .button:active,html.theme--documenter-dark .buttons.has-addons .button.is-active,html.theme--documenter-dark .buttons.has-addons .button.is-selected{z-index:3}html.theme--documenter-dark .buttons.has-addons .button:focus:hover,html.theme--documenter-dark .buttons.has-addons .button.is-focused:hover,html.theme--documenter-dark .buttons.has-addons .button:active:hover,html.theme--documenter-dark .buttons.has-addons .button.is-active:hover,html.theme--documenter-dark .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--documenter-dark .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--documenter-dark .buttons.is-centered{justify-content:center}html.theme--documenter-dark .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--documenter-dark .buttons.is-right{justify-content:flex-end}html.theme--documenter-dark .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--documenter-dark .button.is-responsive.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--documenter-dark .button.is-responsive,html.theme--documenter-dark .button.is-responsive.is-normal{font-size:.65625rem}html.theme--documenter-dark .button.is-responsive.is-medium{font-size:.75rem}html.theme--documenter-dark .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--documenter-dark .button.is-responsive.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--documenter-dark .button.is-responsive,html.theme--documenter-dark .button.is-responsive.is-normal{font-size:.75rem}html.theme--documenter-dark .button.is-responsive.is-medium{font-size:1rem}html.theme--documenter-dark .button.is-responsive.is-large{font-size:1.25rem}}html.theme--documenter-dark .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--documenter-dark .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--documenter-dark .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--documenter-dark .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--documenter-dark .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--documenter-dark .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--documenter-dark .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--documenter-dark .content li+li{margin-top:0.25em}html.theme--documenter-dark .content p:not(:last-child),html.theme--documenter-dark .content dl:not(:last-child),html.theme--documenter-dark .content ol:not(:last-child),html.theme--documenter-dark .content ul:not(:last-child),html.theme--documenter-dark .content blockquote:not(:last-child),html.theme--documenter-dark .content pre:not(:last-child),html.theme--documenter-dark .content table:not(:last-child){margin-bottom:1em}html.theme--documenter-dark .content h1,html.theme--documenter-dark .content h2,html.theme--documenter-dark .content h3,html.theme--documenter-dark .content h4,html.theme--documenter-dark .content h5,html.theme--documenter-dark .content h6{color:#f2f2f2;font-weight:600;line-height:1.125}html.theme--documenter-dark .content h1{font-size:2em;margin-bottom:0.5em}html.theme--documenter-dark .content h1:not(:first-child){margin-top:1em}html.theme--documenter-dark .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--documenter-dark .content h2:not(:first-child){margin-top:1.1428em}html.theme--documenter-dark .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--documenter-dark .content h3:not(:first-child){margin-top:1.3333em}html.theme--documenter-dark .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--documenter-dark .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--documenter-dark .content h6{font-size:1em;margin-bottom:1em}html.theme--documenter-dark .content blockquote{background-color:#282f2f;border-left:5px solid #5e6d6f;padding:1.25em 1.5em}html.theme--documenter-dark .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--documenter-dark .content ol:not([type]){list-style-type:decimal}html.theme--documenter-dark .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--documenter-dark .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--documenter-dark .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--documenter-dark .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--documenter-dark .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--documenter-dark .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--documenter-dark .content ul ul ul{list-style-type:square}html.theme--documenter-dark .content dd{margin-left:2em}html.theme--documenter-dark .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--documenter-dark .content figure:not(:first-child){margin-top:2em}html.theme--documenter-dark .content figure:not(:last-child){margin-bottom:2em}html.theme--documenter-dark .content figure img{display:inline-block}html.theme--documenter-dark .content figure figcaption{font-style:italic}html.theme--documenter-dark .content pre{-webkit-overflow-scrolling:touch;overflow-x:auto;padding:0;white-space:pre;word-wrap:normal}html.theme--documenter-dark .content sup,html.theme--documenter-dark .content sub{font-size:75%}html.theme--documenter-dark .content table{width:100%}html.theme--documenter-dark .content table td,html.theme--documenter-dark .content table th{border:1px solid #5e6d6f;border-width:0 0 1px;padding:0.5em 0.75em;vertical-align:top}html.theme--documenter-dark .content table th{color:#f2f2f2}html.theme--documenter-dark .content table th:not([align]){text-align:inherit}html.theme--documenter-dark .content table 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html.theme--documenter-dark .navbar-dropdown,html.theme--documenter-dark .navbar-dropdown.is-boxed{border-radius:8px;border-top:none;box-shadow:0 8px 8px rgba(10,10,10,0.1), 0 0 0 1px rgba(10,10,10,0.1);display:block;opacity:0;pointer-events:none;top:calc(100% + (-4px));transform:translateY(-5px);transition-duration:86ms;transition-property:opacity, transform}html.theme--documenter-dark .navbar-dropdown.is-right{left:auto;right:0}html.theme--documenter-dark .navbar-divider{display:block}html.theme--documenter-dark .navbar>.container .navbar-brand,html.theme--documenter-dark .container>.navbar .navbar-brand{margin-left:-.75rem}html.theme--documenter-dark .navbar>.container .navbar-menu,html.theme--documenter-dark .container>.navbar .navbar-menu{margin-right:-.75rem}html.theme--documenter-dark .navbar.is-fixed-bottom-desktop,html.theme--documenter-dark .navbar.is-fixed-top-desktop{left:0;position:fixed;right:0;z-index:30}html.theme--documenter-dark 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a.navbar-item.is-active:not(:focus):not(:hover),html.theme--documenter-dark .navbar-link.is-active:not(:focus):not(:hover){background-color:rgba(0,0,0,0)}html.theme--documenter-dark .navbar-item.has-dropdown:focus .navbar-link,html.theme--documenter-dark .navbar-item.has-dropdown:hover .navbar-link,html.theme--documenter-dark .navbar-item.has-dropdown.is-active .navbar-link{background-color:rgba(0,0,0,0)}}html.theme--documenter-dark .hero.is-fullheight-with-navbar{min-height:calc(100vh - 4rem)}html.theme--documenter-dark .pagination{font-size:1rem;margin:-.25rem}html.theme--documenter-dark .pagination.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.pagination{font-size:.75rem}html.theme--documenter-dark .pagination.is-medium{font-size:1.25rem}html.theme--documenter-dark .pagination.is-large{font-size:1.5rem}html.theme--documenter-dark .pagination.is-rounded .pagination-previous,html.theme--documenter-dark #documenter .docs-sidebar 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.hljs-string{color:#38a}.hljs-emphasis{font-style:italic}.hljs-strong{font-weight:bold}.gap-4{gap:1rem} diff --git a/previews/PR8/assets/themeswap.js b/previews/PR8/assets/themeswap.js new file mode 100644 index 00000000..9f5eebe6 --- /dev/null +++ b/previews/PR8/assets/themeswap.js @@ -0,0 +1,84 @@ +// Small function to quickly swap out themes. Gets put into the tag.. +function set_theme_from_local_storage() { + // Initialize the theme to null, which means default + var theme = null; + // If the browser supports the localstorage and is not disabled then try to get the + // documenter theme + if (window.localStorage != null) { + // Get the user-picked theme from localStorage. May be `null`, which means the default + // theme. + theme = window.localStorage.getItem("documenter-theme"); + } + // Check if the users preference is for dark color scheme + var darkPreference = + window.matchMedia("(prefers-color-scheme: dark)").matches === true; + // Initialize a few variables for the loop: + // + // - active: will contain the index of the theme that should be active. Note that there + // is no guarantee that localStorage contains sane values. If `active` stays `null` + // we either could not find the theme or it is the default (primary) theme anyway. + // Either way, we then need to stick to the primary theme. + // + // - disabled: style sheets that should be disabled (i.e. all the theme style sheets + // that are not the currently active theme) + var active = null; + var disabled = []; + var primaryLightTheme = null; + var primaryDarkTheme = null; + for (var i = 0; i < document.styleSheets.length; i++) { + var ss = document.styleSheets[i]; + // The tag of each style sheet is expected to have a data-theme-name attribute + // which must contain the name of the theme. The names in localStorage much match this. + var themename = ss.ownerNode.getAttribute("data-theme-name"); + // attribute not set => non-theme stylesheet => ignore + if (themename === null) continue; + // To distinguish the default (primary) theme, it needs to have the data-theme-primary + // attribute set. + if (ss.ownerNode.getAttribute("data-theme-primary") !== null) { + primaryLightTheme = themename; + } + // Check if the theme is primary dark theme so that we could store its name in darkTheme + if (ss.ownerNode.getAttribute("data-theme-primary-dark") !== null) { + primaryDarkTheme = themename; + } + // If we find a matching theme (and it's not the default), we'll set active to non-null + if (themename === theme) active = i; + // Store the style sheets of inactive themes so that we could disable them + if (themename !== theme) disabled.push(ss); + } + var activeTheme = null; + if (active !== null) { + // If we did find an active theme, we'll (1) add the theme--$(theme) class to + document.getElementsByTagName("html")[0].className = "theme--" + theme; + activeTheme = theme; + } else { + // If we did _not_ find an active theme, then we need to fall back to the primary theme + // which can either be dark or light, depending on the user's OS preference. + var activeTheme = darkPreference ? primaryDarkTheme : primaryLightTheme; + // In case it somehow happens that the relevant primary theme was not found in the + // preceding loop, we abort without doing anything. + if (activeTheme === null) { + console.error("Unable to determine primary theme."); + return; + } + // When switching to the primary light theme, then we must not have a class name + // for the tag. That's only for non-primary or the primary dark theme. + if (darkPreference) { + document.getElementsByTagName("html")[0].className = + "theme--" + activeTheme; + } else { + document.getElementsByTagName("html")[0].className = ""; + } + } + for (var i = 0; i < document.styleSheets.length; i++) { + var ss = document.styleSheets[i]; + // The tag of each style sheet is expected to have a data-theme-name attribute + // which must contain the name of the theme. The names in localStorage much match this. + var themename = ss.ownerNode.getAttribute("data-theme-name"); + // attribute not set => non-theme stylesheet => ignore + if (themename === null) continue; + // we'll disable all the stylesheets, except for the active one + ss.disabled = !(themename == activeTheme); + } +} +set_theme_from_local_storage(); diff --git a/previews/PR8/assets/warner.js b/previews/PR8/assets/warner.js new file mode 100644 index 00000000..3f6f5d00 --- /dev/null +++ b/previews/PR8/assets/warner.js @@ -0,0 +1,52 @@ +function maybeAddWarning() { + // DOCUMENTER_NEWEST is defined in versions.js, DOCUMENTER_CURRENT_VERSION and DOCUMENTER_STABLE + // in siteinfo.js. + // If either of these are undefined something went horribly wrong, so we abort. + if ( + window.DOCUMENTER_NEWEST === undefined || + window.DOCUMENTER_CURRENT_VERSION === undefined || + window.DOCUMENTER_STABLE === undefined + ) { + return; + } + + // Current version is not a version number, so we can't tell if it's the newest version. Abort. + if (!/v(\d+\.)*\d+/.test(window.DOCUMENTER_CURRENT_VERSION)) { + return; + } + + // Current version is newest version, so no need to add a warning. + if (window.DOCUMENTER_NEWEST === window.DOCUMENTER_CURRENT_VERSION) { + return; + } + + // Add a noindex meta tag (unless one exists) so that search engines don't index this version of the docs. + if (document.body.querySelector('meta[name="robots"]') === null) { + const meta = document.createElement("meta"); + meta.name = "robots"; + meta.content = "noindex"; + + document.getElementsByTagName("head")[0].appendChild(meta); + } + + const div = document.createElement("div"); + div.classList.add("outdated-warning-overlay"); + const closer = document.createElement("button"); + closer.classList.add("outdated-warning-closer", "delete"); + closer.addEventListener("click", function () { + document.body.removeChild(div); + }); + const href = window.documenterBaseURL + "/../" + window.DOCUMENTER_STABLE; + div.innerHTML = + 'This documentation is not for the latest stable release, but for either the development version or an older release.
Click here to go to the documentation for the latest stable release.'; + div.appendChild(closer); + document.body.appendChild(div); +} + +if (document.readyState === "loading") { + document.addEventListener("DOMContentLoaded", maybeAddWarning); +} else { + maybeAddWarning(); +} diff --git a/previews/PR8/index.html b/previews/PR8/index.html new file mode 100644 index 00000000..1478d12f --- /dev/null +++ b/previews/PR8/index.html @@ -0,0 +1,2 @@ + +Home · Chmy
GitHub
diff --git a/previews/PR8/lib/modules/index.html b/previews/PR8/lib/modules/index.html new file mode 100644 index 00000000..03aa1970 --- /dev/null +++ b/previews/PR8/lib/modules/index.html @@ -0,0 +1,2 @@ + +Modules · Chmy
GitHub

Modules

Grids

Chmy.Grids.UniformGrid — Method
UniformGrid(arch; origin, extent, dims, topology=nothing) where {N}

Constructs a uniform grid with specified origin, extent, dimensions, and topology.

Arguments

  • arch::Architecture: The associated architecture.
  • origin::NTuple{N,Number}: The origin of the grid.
  • extent::NTuple{N,Number}: The extent of the grid.
  • dims::NTuple{N,Integer}: The dimensions of the grid.
  • topology=nothing: The topology of the grid. If not provided, a default Bounded topology is used.
source
Chmy.Grids.axis — Method
axis(grid::RegularGrid, ::Val{dim}) where {dim}

Return the axis corresponding to the spatial dimension dim.

source
Chmy.Grids.bounds — Method
bounds(grid::StructuredGrid{N}, loc::LocOrLocs{N}) where {N}

Compute the bounds of a structured grid at the specified location(s).

source
Chmy.Grids.connectivity — Method
connectivity(grid::StructuredGrid{N,T,C}, D::Val, S::Val)

Return the connectivity of the structured grid grid for the given dimension D and side S.

source
Chmy.Grids.coord — Method
coord(grid::RegularGrid{N}, loc::[Location, NTuple{N,Location}], I...) where {N}

Return a tuple of spatial coordinates of a grid point at location loc and indices I.

For vertex locations, first grid point is at the origin. For center locations, first grid point at half-spacing distance from the origin.

source
Chmy.Grids.inv_spacing — Method
inv_spacing(grid::RegularGrid{N}, loc::[Location, NTuple{N,Location}], I...) where {N}

Return a tuple of inverse grid spacings at location loc and indices I.

source
Chmy.Grids.spacing — Method
spacing(grid::RegularGrid{N}, loc::[Location, NTuple{N,Location}], I...) where {N}

Return a tuple of grid spacings at location loc and indices I.

source

Architectures

Chmy.Architectures.Arch — Method
Arch(backend::Backend; device_id::Integer=1)

Create an architecture object for the specified backend and device.

Arguments

  • backend: The backend to use for computation.
  • device_id=1: The ID of the device to use.
source
Chmy.Architectures.activate! — Method
activate!(arch::SingleDeviceArchitecture; priority=:normal)

Activate the given architecture on the specified device and set the priority of the backend.

source

Fields

Chmy.Fields.Field — Type
struct Field{T,N,L,H,A} <: AbstractField{T,N,L}

Field represents a discrete scalar field with specified type, number of dimensions, location, and halo size.

source
Chmy.Fields.Field — Method
Field(backend, grid, loc, type=eltype(grid); halo=1)

Constructs a field on a structured grid at the specified location.

Arguments:

  • backend: The backend to use for memory allocation.
  • grid: The structured grid on which the field is constructed.
  • loc: The location or locations on the grid where the field is constructed.
  • type: The element type of the field. Defaults to the element type of the grid.
  • halo: The halo size for the field. Defaults to 1.
source
Chmy.Fields.FunctionField — Type
struct FunctionField{T,N,L,CD,F,G,P} <: AbstractField{T,N,L}

Continuous or discrete field with values computed at runtime.

Constructors

  • FunctionField{CD,L}(func::F, grid::G, parameters::P) where {CD,L,F,G,P}: Create a new FunctionField object.
source

Grid Operators

Boundary Conditions

Chmy.BoundaryConditions.bc! — Method
bc!(arch::Architecture, grid::StructuredGrid, batch::BatchSet)

Apply boundary conditions using a batch set batch containing an AbstractBatch per dimension per side of grid.

Arguments

  • arch: The architecture.
  • grid: The grid.
  • batch:: The batch set to apply boundary conditions to.
source

Distributed

Chmy.Distributed.CartesianTopology — Method
CartesianTopology(comm::MPI.Comm, dims::NTuple{N,Int}) where {N}

Create an N-dimensional Cartesian topology using base MPI communicator comm with dimensions dims. If all entries in dims are not equal to 0, the product of dims should be equal to the total number of MPI processes MPI.Comm_size(comm). If any (or all) entries of dims are 0, the dimensions in the corresponding spatial directions will be picked automatically.

source
Chmy.Distributed.StackAllocator — Type
mutable struct StackAllocator

Simple stack (a.k.a. bump/arena) allocator. Maintains an internal buffer that grows dynamically if the requested allocation exceeds current buffer size.

source
Chmy.Architectures.Arch — Method
Arch(backend::Backend, comm::MPI::Comm, dims; kwargs...) where {N}

Create a distributed Architecture using backend backend and comm. For GPU backends, device will be selected automatically based on a process id within a node.

source
Chmy.Distributed.allocate — Function
allocate(sa::StackAllocator, T::DataType, dims, [align=sizeof(T)])

Allocate a buffer of type T with dimensions dims using a stack allocator. The align parameter specifies the alignment of the buffer elements.

Arguments

  • sa::StackAllocator: The stack allocator object.
  • T::DataType: The data type of the requested allocation.
  • dims: The dimensions of the requested allocation.
  • align::Integer: The alignment of the allocated buffer in bytes.
Warning

Arrays allocated with StackAllocator are not managed by Julia runtime. User is responsible for ensuring correct lifetimes, i.e., that the reference to allocator outlives all arrays allocated using this allocator.

source
Chmy.Distributed.gather! — Method
gather!(arch::DistributedArchitecture, dst, src::Field; kwargs...)

Gather the interior of a field src into a global array dst.

source
Chmy.Distributed.gather! — Method
gather!(dst::Union{AbstractArray{T,N},Nothing}, src::AbstractArray{T,N}, comm::MPI.Comm; root=0) where {T,N}

Gather local array src into a global array dst. Size of the global array size(dst) should be equal to the product of the size of a local array size(src) and the dimensions of a Cartesian communicator comm. The array will be gathered on the process with id root (root=0 by default). Note that the memory for a global array should be allocated only on the process with id root, on other processes dst can be set to nothing.

source
Chmy.Distributed.has_neighbor — Method
has_neighbor(t::CartesianTopology, dim, side)

Returns true if there a neighbor process in spatial direction dim on the side side, or false otherwise.

source
Chmy.Distributed.neighbor — Method
neighbor(t::CartesianTopology, dim, side)

Returns id of a neighbor process in spatial direction dim on the side side, if this neighbor exists, or MPI.PROC_NULL otherwise.

source
Chmy.Distributed.neighbors — Method
neighbors(t::CartesianTopology)

Neighbors of a current process.

Returns NTuple containing process ids of the two immediate neighbors in each spatial direction, or MPI.PROC_NULL if no neighbor on a corresponding side.

source
Chmy.Distributed.reset! — Method
reset!(sa::StackAllocator)

Reset the stack allocator by resetting the pointer. Doesn't free the internal memory buffer.

source

Workers

Chmy.Workers.Worker — Type
mutable struct Worker{T}

A worker that performs tasks asynchronously.

Constructor

Worker{T}(; setup=nothing, teardown=nothing) where {T}

Constructs a new Worker object.

Arguments

  • setup: A function to be executed before the worker starts processing tasks. (optional)
  • teardown: A function to be executed after the worker finishes processing tasks. (optional)
source
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direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.δx-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.δx","text":"δx(f, loc, I)\n\nFinite difference in x direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.δy-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.δy","text":"δy(f, loc, I)\n\nFinite difference in y direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.δz-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.δz","text":"δz(f, loc, I)\n\nFinite difference in z direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂x-Union{Tuple{N}, Tuple{Any, Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂x","text":"∂x(f, loc, grid, I)\n\nDirectional partial derivative in x direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂y-Union{Tuple{N}, Tuple{Any, Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂y","text":"∂y(f, loc, grid, I)\n\nDirectional partial derivative in y direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂z-Union{Tuple{N}, Tuple{Any, Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂z","text":"∂z(f, loc, grid, I)\n\nDirectional partial derivative in z direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Boundary-Conditions","page":"Modules","title":"Boundary Conditions","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.BoundaryConditions]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.BoundaryConditions.AbstractBatch","page":"Modules","title":"Chmy.BoundaryConditions.AbstractBatch","text":"abstract type AbstractBatch\n\nAbstract type representing a batch of boundary conditions.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.EmptyBatch","page":"Modules","title":"Chmy.BoundaryConditions.EmptyBatch","text":"struct EmptyBatch <: AbstractBatch\n\nEmptyBatch represents no boundary conditions.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.bc!-Union{Tuple{N}, Tuple{Chmy.Architectures.Architecture, Chmy.Grids.StructuredGrid{N}, Tuple{Vararg{Tuple{Chmy.BoundaryConditions.AbstractBatch, Chmy.BoundaryConditions.AbstractBatch}, N}}}} where N","page":"Modules","title":"Chmy.BoundaryConditions.bc!","text":"bc!(arch::Architecture, grid::StructuredGrid, batch::BatchSet)\n\nApply boundary conditions using a batch set batch containing an AbstractBatch per dimension per side of grid.\n\nArguments\n\narch: The architecture.\ngrid: The grid.\nbatch:: The batch set to apply boundary conditions to.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Distributed","page":"Modules","title":"Distributed","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Distributed]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Distributed.CartesianTopology","page":"Modules","title":"Chmy.Distributed.CartesianTopology","text":"CartesianTopology\n\nRepresents N-dimensional Cartesian topology of distributed processes.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.CartesianTopology-Union{Tuple{N}, Tuple{MPI.Comm, Tuple{Vararg{Int64, N}}}} where N","page":"Modules","title":"Chmy.Distributed.CartesianTopology","text":"CartesianTopology(comm::MPI.Comm, dims::NTuple{N,Int}) where {N}\n\nCreate an N-dimensional Cartesian topology using base MPI communicator comm with dimensions dims. If all entries in dims are not equal to 0, the product of dims should be equal to the total number of MPI processes MPI.Comm_size(comm). If any (or all) entries of dims are 0, the dimensions in the corresponding spatial directions will be picked automatically.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.DistributedArchitecture","page":"Modules","title":"Chmy.Distributed.DistributedArchitecture","text":"struct DistributedArchitecture{ChildArch,Topo}\n\nA struct representing a distributed architecture.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.StackAllocator","page":"Modules","title":"Chmy.Distributed.StackAllocator","text":"mutable struct StackAllocator\n\nSimple stack (a.k.a. bump/arena) allocator. Maintains an internal buffer that grows dynamically if the requested allocation exceeds current buffer size.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.StackAllocator-Tuple{KernelAbstractions.Backend}","page":"Modules","title":"Chmy.Distributed.StackAllocator","text":"StackAllocator(backend::Backend)\n\nCreate a stack allocator using the specified backend to store allocations.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.Arch-Tuple{KernelAbstractions.Backend, MPI.Comm, Any}","page":"Modules","title":"Chmy.Architectures.Arch","text":"Arch(backend::Backend, comm::MPI::Comm, dims; kwargs...) where {N}\n\nCreate a distributed Architecture using backend backend and comm. For GPU backends, device will be selected automatically based on a process id within a node.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.allocate","page":"Modules","title":"Chmy.Distributed.allocate","text":"allocate(sa::StackAllocator, T::DataType, dims, [align=sizeof(T)])\n\nAllocate a buffer of type T with dimensions dims using a stack allocator. The align parameter specifies the alignment of the buffer elements.\n\nArguments\n\nsa::StackAllocator: The stack allocator object.\nT::DataType: The data type of the requested allocation.\ndims: The dimensions of the requested allocation.\nalign::Integer: The alignment of the allocated buffer in bytes.\n\nwarning: Warning\nArrays allocated with StackAllocator are not managed by Julia runtime. User is responsible for ensuring correct lifetimes, i.e., that the reference to allocator outlives all arrays allocated using this allocator.\n\n\n\n\n\n","category":"function"},{"location":"lib/modules/#Chmy.Distributed.cart_comm-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.cart_comm","text":"cart_comm(t::CartesianTopology)\n\nMPI Cartesian communicator for the topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.coords-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.coords","text":"coords(t::CartesianTopology)\n\nCoordinates of a current process within a Cartesian topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.dims-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.dims","text":"dims(t::CartesianTopology)\n\nDimensions of the topology as NTuple.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.gather!-Tuple{Chmy.Distributed.DistributedArchitecture, Any, Chmy.Fields.Field}","page":"Modules","title":"Chmy.Distributed.gather!","text":"gather!(arch::DistributedArchitecture, dst, src::Field; kwargs...)\n\nGather the interior of a field src into a global array dst.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.gather!-Union{Tuple{N}, Tuple{T}, Tuple{Union{Nothing, AbstractArray{T, N}}, AbstractArray{T, N}, MPI.Comm}} where {T, N}","page":"Modules","title":"Chmy.Distributed.gather!","text":"gather!(dst::Union{AbstractArray{T,N},Nothing}, src::AbstractArray{T,N}, comm::MPI.Comm; root=0) where {T,N}\n\nGather local array src into a global array dst. Size of the global array size(dst) should be equal to the product of the size of a local array size(src) and the dimensions of a Cartesian communicator comm. The array will be gathered on the process with id root (root=0 by default). Note that the memory for a global array should be allocated only on the process with id root, on other processes dst can be set to nothing.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.global_rank-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.global_rank","text":"global_rank(t::CartesianTopology)\n\nGlobal id of a process in a Cartesian topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.global_size-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.global_size","text":"global_size(t::CartesianTopology)\n\nTotal number of processes withing the topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.has_neighbor-Tuple{Chmy.Distributed.CartesianTopology, Any, Any}","page":"Modules","title":"Chmy.Distributed.has_neighbor","text":"has_neighbor(t::CartesianTopology, dim, side)\n\nReturns true if there a neighbor process in spatial direction dim on the side side, or false otherwise.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.nallocs-Tuple{Chmy.Distributed.StackAllocator}","page":"Modules","title":"Chmy.Distributed.nallocs","text":"nallocs(sa::StackAllocator)\n\nGet the number of allocations made by the given StackAllocator.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.neighbor-Tuple{Chmy.Distributed.CartesianTopology, Any, Any}","page":"Modules","title":"Chmy.Distributed.neighbor","text":"neighbor(t::CartesianTopology, dim, side)\n\nReturns id of a neighbor process in spatial direction dim on the side side, if this neighbor exists, or MPI.PROC_NULL otherwise.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.neighbors-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.neighbors","text":"neighbors(t::CartesianTopology)\n\nNeighbors of a current process.\n\nReturns NTuple containing process ids of the two immediate neighbors in each spatial direction, or MPI.PROC_NULL if no neighbor on a corresponding side.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.node_name-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.node_name","text":"node_name(t::CartesianTopology)\n\nName of a node according to MPI.Get_processor_name().\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.node_size-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.node_size","text":"node_size(t::CartesianTopology)\n\nNumber of processes sharing the same node.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.reset!-Tuple{Chmy.Distributed.StackAllocator}","page":"Modules","title":"Chmy.Distributed.reset!","text":"reset!(sa::StackAllocator)\n\nReset the stack allocator by resetting the pointer. Doesn't free the internal memory buffer.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.shared_comm-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.shared_comm","text":"shared_comm(t::CartesianTopology)\n\nMPI communicator for the processes sharing the same node.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.shared_rank-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.shared_rank","text":"shared_rank(t::CartesianTopology)\n\nLocal id of a process within a single node. Can be used to set the GPU device.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Workers","page":"Modules","title":"Workers","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Workers]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Workers.Worker","page":"Modules","title":"Chmy.Workers.Worker","text":"mutable struct Worker{T}\n\nA worker that performs tasks asynchronously.\n\nConstructor\n\nWorker{T}(; setup=nothing, teardown=nothing) where {T}\n\nConstructs a new Worker object.\n\nArguments\n\nsetup: A function to be executed before the worker starts processing tasks. (optional)\nteardown: A function to be executed after the worker finishes processing tasks. (optional)\n\n\n\n\n\n","category":"type"},{"location":"usage/runtests/#Running-tests","page":"Running tests","title":"Running tests","text":"","category":"section"},{"location":"usage/runtests/#CPU-tests","page":"Running tests","title":"CPU tests","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"To run the Chmy test suite on the CPU, simple run test from within the package mode or using Pkg:","category":"page"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"using Pkg\nPkg.test(\"Chmy\")","category":"page"},{"location":"usage/runtests/#GPU-tests","page":"Running tests","title":"GPU tests","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"To run the Chmy test suite on CUDA or ROC backend (Nvidia or AMD GPUs), respectively, run the tests using Pkg adding following test_args:","category":"page"},{"location":"usage/runtests/#For-CUDA-backend-(Nvidia-GPUs):","page":"Running tests","title":"For CUDA backend (Nvidia GPUs):","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"using Pkg\nPkg.test(\"Chmy\"; test_args=[\"--backend=CUDA\"])","category":"page"},{"location":"usage/runtests/#For-ROC-backend-(AMD-GPUs):","page":"Running tests","title":"For ROC backend (AMD GPUs):","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"using Pkg\nPkg.test(\"Chmy\"; test_args=[\"--backend=AMDGPU\"])","category":"page"},{"location":"#Chmy.jl","page":"Home","title":"Chmy.jl","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"Documentation for Chmy.jl.","category":"page"},{"location":"","page":"Home","title":"Home","text":"Information about the GPU4GEO project can be found on the GPU4GEO website.","category":"page"},{"location":"#Doc-content","page":"Home","title":"Doc content","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"Usage information\nAPI reference","category":"page"}] +} diff --git a/previews/PR8/siteinfo.js b/previews/PR8/siteinfo.js new file mode 100644 index 00000000..f735e64a --- /dev/null +++ b/previews/PR8/siteinfo.js @@ -0,0 +1 @@ +var DOCUMENTER_CURRENT_VERSION = "previews/PR8"; diff --git a/previews/PR8/usage/runtests/index.html b/previews/PR8/usage/runtests/index.html new file mode 100644 index 00000000..19bcc726 --- /dev/null +++ b/previews/PR8/usage/runtests/index.html @@ -0,0 +1,5 @@ + +Running tests · Chmy
GitHub

Running tests

CPU tests

To run the Chmy test suite on the CPU, simple run test from within the package mode or using Pkg:

using Pkg
+Pkg.test("Chmy")

GPU tests

To run the Chmy test suite on CUDA or ROC backend (Nvidia or AMD GPUs), respectively, run the tests using Pkg adding following test_args:

For CUDA backend (Nvidia GPUs):

using Pkg
+Pkg.test("Chmy"; test_args=["--backend=CUDA"])

For ROC backend (AMD GPUs):

using Pkg
+Pkg.test("Chmy"; test_args=["--backend=AMDGPU"])
diff --git a/previews/PR9/.documenter-siteinfo.json b/previews/PR9/.documenter-siteinfo.json new file mode 100644 index 00000000..38d23279 --- /dev/null +++ b/previews/PR9/.documenter-siteinfo.json @@ -0,0 +1 @@ +{"documenter":{"julia_version":"1.10.1","generation_timestamp":"2024-02-28T17:35:38","documenter_version":"1.2.1"}} \ No newline at end of file diff --git a/previews/PR9/assets/documenter.js b/previews/PR9/assets/documenter.js new file mode 100644 index 00000000..f5311607 --- /dev/null +++ b/previews/PR9/assets/documenter.js @@ -0,0 +1,889 @@ +// Generated by Documenter.jl +requirejs.config({ + paths: { + 'highlight-julia': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia.min', + 'headroom': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/headroom.min', + 'jqueryui': 'https://cdnjs.cloudflare.com/ajax/libs/jqueryui/1.13.2/jquery-ui.min', + 'minisearch': 'https://cdn.jsdelivr.net/npm/minisearch@6.1.0/dist/umd/index.min', + 'katex-auto-render': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/contrib/auto-render.min', + 'jquery': 'https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.0/jquery.min', + 'headroom-jquery': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/jQuery.headroom.min', + 'katex': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min', + 'highlight': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/highlight.min', + 'highlight-julia-repl': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia-repl.min', + }, + shim: { + "highlight-julia": { + "deps": [ + "highlight" + ] + }, + "katex-auto-render": { + "deps": [ + "katex" + ] + }, + "headroom-jquery": { + "deps": [ + "jquery", + "headroom" + ] + }, + "highlight-julia-repl": { + "deps": [ + "highlight" + ] + } +} +}); +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'katex', 'katex-auto-render'], function($, katex, renderMathInElement) { +$(document).ready(function() { + renderMathInElement( + document.body, + { + "delimiters": [ + { + "left": "$", + "right": "$", + "display": false + }, + { + "left": "$$", + "right": "$$", + "display": true + }, + { + "left": "\\[", + "right": "\\]", + "display": true + } + ] +} + + ); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'highlight', 'highlight-julia', 'highlight-julia-repl'], function($) { +$(document).ready(function() { + hljs.highlightAll(); +}) + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +let timer = 0; +var isExpanded = true; + +$(document).on("click", ".docstring header", function () { + let articleToggleTitle = "Expand docstring"; + + debounce(() => { + if ($(this).siblings("section").is(":visible")) { + $(this) + .find(".docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + } else { + $(this) + .find(".docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + articleToggleTitle = "Collapse docstring"; + } + + $(this) + .find(".docstring-article-toggle-button") + .prop("title", articleToggleTitle); + $(this).siblings("section").slideToggle(); + }); +}); + +$(document).on("click", ".docs-article-toggle-button", function () { + let articleToggleTitle = "Expand docstring"; + let navArticleToggleTitle = "Expand all docstrings"; + + debounce(() => { + if (isExpanded) { + $(this).removeClass("fa-chevron-up").addClass("fa-chevron-down"); + $(".docstring-article-toggle-button") + .removeClass("fa-chevron-down") + .addClass("fa-chevron-right"); + + isExpanded = false; + + $(".docstring section").slideUp(); + } else { + $(this).removeClass("fa-chevron-down").addClass("fa-chevron-up"); + $(".docstring-article-toggle-button") + .removeClass("fa-chevron-right") + .addClass("fa-chevron-down"); + + isExpanded = true; + articleToggleTitle = "Collapse docstring"; + navArticleToggleTitle = "Collapse all docstrings"; + + $(".docstring section").slideDown(); + } + + $(this).prop("title", navArticleToggleTitle); + $(".docstring-article-toggle-button").prop("title", articleToggleTitle); + }); +}); + +function debounce(callback, timeout = 300) { + if (Date.now() - timer > timeout) { + callback(); + } + + clearTimeout(timer); + + timer = Date.now(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require([], function() { +function addCopyButtonCallbacks() { + for (const el of document.getElementsByTagName("pre")) { + const button = document.createElement("button"); + button.classList.add("copy-button", "fa-solid", "fa-copy"); + button.setAttribute("aria-label", "Copy this code block"); + button.setAttribute("title", "Copy"); + + el.appendChild(button); + + const success = function () { + button.classList.add("success", "fa-check"); + button.classList.remove("fa-copy"); + }; + + const failure = function () { + button.classList.add("error", "fa-xmark"); + button.classList.remove("fa-copy"); + }; + + button.addEventListener("click", function () { + copyToClipboard(el.innerText).then(success, failure); + + setTimeout(function () { + button.classList.add("fa-copy"); + button.classList.remove("success", "fa-check", "fa-xmark"); + }, 5000); + }); + } +} + +function copyToClipboard(text) { + // clipboard API is only available in secure contexts + if (window.navigator && window.navigator.clipboard) { + return window.navigator.clipboard.writeText(text); + } else { + return new Promise(function (resolve, reject) { + try { + const el = document.createElement("textarea"); + el.textContent = text; + el.style.position = "fixed"; + el.style.opacity = 0; + document.body.appendChild(el); + el.select(); + document.execCommand("copy"); + + resolve(); + } catch (err) { + reject(err); + } finally { + document.body.removeChild(el); + } + }); + } +} + +if (document.readyState === "loading") { + document.addEventListener("DOMContentLoaded", addCopyButtonCallbacks); +} else { + addCopyButtonCallbacks(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'headroom', 'headroom-jquery'], function($, Headroom) { + +// Manages the top navigation bar (hides it when the user starts scrolling down on the +// mobile). +window.Headroom = Headroom; // work around buggy module loading? +$(document).ready(function () { + $("#documenter .docs-navbar").headroom({ + tolerance: { up: 10, down: 10 }, + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'minisearch'], function($, minisearch) { + +// In general, most search related things will have "search" as a prefix. +// To get an in-depth about the thought process you can refer: https://hetarth02.hashnode.dev/series/gsoc + +let results = []; +let timer = undefined; + +let data = documenterSearchIndex["docs"].map((x, key) => { + x["id"] = key; // minisearch requires a unique for each object + return x; +}); + +// list below is the lunr 2.1.3 list minus the intersect with names(Base) +// (all, any, get, in, is, only, which) and (do, else, for, let, where, while, with) +// ideally we'd just filter the original list but it's not available as a variable +const stopWords = new Set([ + "a", + "able", + "about", + "across", + "after", + "almost", + "also", + "am", + "among", + "an", + "and", + "are", + "as", + "at", + "be", + "because", + "been", + "but", + "by", + "can", + "cannot", + "could", + "dear", + "did", + "does", + "either", + "ever", + "every", + "from", + "got", + "had", + "has", + "have", + "he", + "her", + "hers", + "him", + "his", + "how", + "however", + "i", + "if", + "into", + "it", + "its", + "just", + "least", + "like", + "likely", + "may", + "me", + "might", + "most", + "must", + "my", + "neither", + "no", + "nor", + "not", + "of", + "off", + "often", + "on", + "or", + "other", + "our", + "own", + "rather", + "said", + "say", + "says", + "she", + "should", + "since", + "so", + "some", + "than", + "that", + "the", + "their", + "them", + "then", + "there", + "these", + "they", + "this", + "tis", + "to", + "too", + "twas", + "us", + "wants", + "was", + "we", + "were", + "what", + "when", + "who", + "whom", + "why", + "will", + "would", + "yet", + "you", + "your", +]); + +let index = new minisearch({ + fields: ["title", "text"], // fields to index for full-text search + storeFields: ["location", "title", "text", "category", "page"], // fields to return with search results + processTerm: (term) => { + let word = stopWords.has(term) ? null : term; + if (word) { + // custom trimmer that doesn't strip @ and !, which are used in julia macro and function names + word = word + .replace(/^[^a-zA-Z0-9@!]+/, "") + .replace(/[^a-zA-Z0-9@!]+$/, ""); + } + + return word ?? null; + }, + // add . as a separator, because otherwise "title": "Documenter.Anchors.add!", would not find anything if searching for "add!", only for the entire qualification + tokenize: (string) => string.split(/[\s\-\.]+/), + // options which will be applied during the search + searchOptions: { + boost: { title: 100 }, + fuzzy: 2, + processTerm: (term) => { + let word = stopWords.has(term) ? null : term; + if (word) { + word = word + .replace(/^[^a-zA-Z0-9@!]+/, "") + .replace(/[^a-zA-Z0-9@!]+$/, ""); + } + + return word ?? null; + }, + tokenize: (string) => string.split(/[\s\-\.]+/), + }, +}); + +index.addAll(data); + +let filters = [...new Set(data.map((x) => x.category))]; +var modal_filters = make_modal_body_filters(filters); +var filter_results = []; + +$(document).on("keyup", ".documenter-search-input", function (event) { + // Adding a debounce to prevent disruptions from super-speed typing! + debounce(() => update_search(filter_results), 300); +}); + +$(document).on("click", ".search-filter", function () { + if ($(this).hasClass("search-filter-selected")) { + $(this).removeClass("search-filter-selected"); + } else { + $(this).addClass("search-filter-selected"); + } + + // Adding a debounce to prevent disruptions from crazy clicking! + debounce(() => get_filters(), 300); +}); + +/** + * A debounce function, takes a function and an optional timeout in milliseconds + * + * @function callback + * @param {number} timeout + */ +function debounce(callback, timeout = 300) { + clearTimeout(timer); + timer = setTimeout(callback, timeout); +} + +/** + * Make/Update the search component + * + * @param {string[]} selected_filters + */ +function update_search(selected_filters = []) { + let initial_search_body = ` +
Type something to get started!
+ `; + + let querystring = $(".documenter-search-input").val(); + + if (querystring.trim()) { + results = index.search(querystring, { + filter: (result) => { + // Filtering results + if (selected_filters.length === 0) { + return result.score >= 1; + } else { + return ( + result.score >= 1 && selected_filters.includes(result.category) + ); + } + }, + }); + + let search_result_container = ``; + let search_divider = `
`; + + if (results.length) { + let links = []; + let count = 0; + let search_results = ""; + + results.forEach(function (result) { + if (result.location) { + // Checking for duplication of results for the same page + if (!links.includes(result.location)) { + search_results += make_search_result(result, querystring); + count++; + } + + links.push(result.location); + } + }); + + let result_count = `
${count} result(s)
`; + + search_result_container = ` +
+ ${modal_filters} + ${search_divider} + ${result_count} +
+ ${search_results} +
+
+ `; + } else { + search_result_container = ` +
+ ${modal_filters} + ${search_divider} +
0 result(s)
+
+
No result found!
+ `; + } + + if ($(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").removeClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(search_result_container); + } else { + filter_results = []; + modal_filters = make_modal_body_filters(filters, filter_results); + + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".search-modal-card-body").html(initial_search_body); + } +} + +/** + * Make the modal filter html + * + * @param {string[]} filters + * @param {string[]} selected_filters + * @returns string + */ +function make_modal_body_filters(filters, selected_filters = []) { + let str = ``; + + filters.forEach((val) => { + if (selected_filters.includes(val)) { + str += `${val}`; + } else { + str += `${val}`; + } + }); + + let filter_html = ` +
+ Filters: + ${str} +
+ `; + + return filter_html; +} + +/** + * Make the result component given a minisearch result data object and the value of the search input as queryString. + * To view the result object structure, refer: https://lucaong.github.io/minisearch/modules/_minisearch_.html#searchresult + * + * @param {object} result + * @param {string} querystring + * @returns string + */ +function make_search_result(result, querystring) { + let search_divider = `
`; + let display_link = + result.location.slice(Math.max(0), Math.min(50, result.location.length)) + + (result.location.length > 30 ? "..." : ""); // To cut-off the link because it messes with the overflow of the whole div + + if (result.page !== "") { + display_link += ` (${result.page})`; + } + + let textindex = new RegExp(`\\b${querystring}\\b`, "i").exec(result.text); + let text = + textindex !== null + ? result.text.slice( + Math.max(textindex.index - 100, 0), + Math.min( + textindex.index + querystring.length + 100, + result.text.length + ) + ) + : ""; // cut-off text before and after from the match + + let display_result = text.length + ? "..." + + text.replace( + new RegExp(`\\b${querystring}\\b`, "i"), // For first occurrence + '$&' + ) + + "..." + : ""; // highlights the match + + let in_code = false; + if (!["page", "section"].includes(result.category.toLowerCase())) { + in_code = true; + } + + // We encode the full url to escape some special characters which can lead to broken links + let result_div = ` + +
+
${result.title}
+
${result.category}
+
+

+ ${display_result} +

+
+ ${display_link} +
+ + ${search_divider} + `; + + return result_div; +} + +/** + * Get selected filters, remake the filter html and lastly update the search modal + */ +function get_filters() { + let ele = $(".search-filters .search-filter-selected").get(); + filter_results = ele.map((x) => $(x).text().toLowerCase()); + modal_filters = make_modal_body_filters(filters, filter_results); + update_search(filter_results); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Modal settings dialog +$(document).ready(function () { + var settings = $("#documenter-settings"); + $("#documenter-settings-button").click(function () { + settings.toggleClass("is-active"); + }); + // Close the dialog if X is clicked + $("#documenter-settings button.delete").click(function () { + settings.removeClass("is-active"); + }); + // Close dialog if ESC is pressed + $(document).keyup(function (e) { + if (e.keyCode == 27) settings.removeClass("is-active"); + }); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +let search_modal_header = ` +
+
+

+ + + + +

+
+
+ +
+
+`; + +let initial_search_body = ` +
Type something to get started!
+`; + +let search_modal_footer = ` +
+ + Ctrl + + / to search + + esc to close +
+`; + +$(document.body).append( + ` + + ` +); + +document.querySelector(".docs-search-query").addEventListener("click", () => { + openModal(); +}); + +document.querySelector(".close-search-modal").addEventListener("click", () => { + closeModal(); +}); + +$(document).on("click", ".search-result-link", function () { + closeModal(); +}); + +document.addEventListener("keydown", (event) => { + if ((event.ctrlKey || event.metaKey) && event.key === "/") { + openModal(); + } else if (event.key === "Escape") { + closeModal(); + } + + return false; +}); + +// Functions to open and close a modal +function openModal() { + let searchModal = document.querySelector("#search-modal"); + + searchModal.classList.add("is-active"); + document.querySelector(".documenter-search-input").focus(); +} + +function closeModal() { + let searchModal = document.querySelector("#search-modal"); + let initial_search_body = ` +
Type something to get started!
+ `; + + searchModal.classList.remove("is-active"); + document.querySelector(".documenter-search-input").blur(); + + if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { + $(".search-modal-card-body").addClass("is-justify-content-center"); + } + + $(".documenter-search-input").val(""); + $(".search-modal-card-body").html(initial_search_body); +} + +document + .querySelector("#search-modal .modal-background") + .addEventListener("click", () => { + closeModal(); + }); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Manages the showing and hiding of the sidebar. +$(document).ready(function () { + var sidebar = $("#documenter > .docs-sidebar"); + var sidebar_button = $("#documenter-sidebar-button"); + sidebar_button.click(function (ev) { + ev.preventDefault(); + sidebar.toggleClass("visible"); + if (sidebar.hasClass("visible")) { + // Makes sure that the current menu item is visible in the sidebar. + $("#documenter .docs-menu a.is-active").focus(); + } + }); + $("#documenter > .docs-main").bind("click", function (ev) { + if ($(ev.target).is(sidebar_button)) { + return; + } + if (sidebar.hasClass("visible")) { + sidebar.removeClass("visible"); + } + }); +}); + +// Resizes the package name / sitename in the sidebar if it is too wide. +// Inspired by: https://github.com/davatron5000/FitText.js +$(document).ready(function () { + e = $("#documenter .docs-autofit"); + function resize() { + var L = parseInt(e.css("max-width"), 10); + var L0 = e.width(); + if (L0 > L) { + var h0 = parseInt(e.css("font-size"), 10); + e.css("font-size", (L * h0) / L0); + // TODO: make sure it survives resizes? + } + } + // call once and then register events + resize(); + $(window).resize(resize); + $(window).on("orientationchange", resize); +}); + +// Scroll the navigation bar to the currently selected menu item +$(document).ready(function () { + var sidebar = $("#documenter .docs-menu").get(0); + var active = $("#documenter .docs-menu .is-active").get(0); + if (typeof active !== "undefined") { + sidebar.scrollTop = active.offsetTop - sidebar.offsetTop - 15; + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// Theme picker setup +$(document).ready(function () { + // onchange callback + $("#documenter-themepicker").change(function themepick_callback(ev) { + var themename = $("#documenter-themepicker option:selected").attr("value"); + if (themename === "auto") { + // set_theme(window.matchMedia('(prefers-color-scheme: dark)').matches ? 'dark' : 'light'); + window.localStorage.removeItem("documenter-theme"); + } else { + // set_theme(themename); + window.localStorage.setItem("documenter-theme", themename); + } + // We re-use the global function from themeswap.js to actually do the swapping. + set_theme_from_local_storage(); + }); + + // Make sure that the themepicker displays the correct theme when the theme is retrieved + // from localStorage + if (typeof window.localStorage !== "undefined") { + var theme = window.localStorage.getItem("documenter-theme"); + if (theme !== null) { + $("#documenter-themepicker option").each(function (i, e) { + e.selected = e.value === theme; + }); + } + } +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery'], function($) { + +// update the version selector with info from the siteinfo.js and ../versions.js files +$(document).ready(function () { + // If the version selector is disabled with DOCUMENTER_VERSION_SELECTOR_DISABLED in the + // siteinfo.js file, we just return immediately and not display the version selector. + if ( + typeof DOCUMENTER_VERSION_SELECTOR_DISABLED === "boolean" && + DOCUMENTER_VERSION_SELECTOR_DISABLED + ) { + return; + } + + var version_selector = $("#documenter .docs-version-selector"); + var version_selector_select = $("#documenter .docs-version-selector select"); + + version_selector_select.change(function (x) { + target_href = version_selector_select + .children("option:selected") + .get(0).value; + window.location.href = target_href; + }); + + // add the current version to the selector based on siteinfo.js, but only if the selector is empty + if ( + typeof DOCUMENTER_CURRENT_VERSION !== "undefined" && + $("#version-selector > option").length == 0 + ) { + var option = $( + "" + ); + version_selector_select.append(option); + } + + if (typeof DOC_VERSIONS !== "undefined") { + var existing_versions = version_selector_select.children("option"); + var existing_versions_texts = existing_versions.map(function (i, x) { + return x.text; + }); + DOC_VERSIONS.forEach(function (each) { + var version_url = documenterBaseURL + "/../" + each + "/"; + var existing_id = $.inArray(each, existing_versions_texts); + // if not already in the version selector, add it as a new option, + // otherwise update the old option with the URL and enable it + if (existing_id == -1) { + var option = $( + "" + ); + version_selector_select.append(option); + } else { + var option = existing_versions[existing_id]; + option.value = version_url; + option.disabled = false; + } + }); + } + + // only show the version selector if the selector has been populated + if (version_selector_select.children("option").length > 0) { + version_selector.toggleClass("visible"); + } +}); + +}) diff --git a/previews/PR9/assets/logo.png b/previews/PR9/assets/logo.png new file mode 100644 index 00000000..a5048ba6 Binary files /dev/null and b/previews/PR9/assets/logo.png differ diff --git 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.is-focused.file-name,html.theme--documenter-dark .select select.is-focused,html.theme--documenter-dark .is-focused.textarea,html.theme--documenter-dark .is-focused.input,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.is-focused,html.theme--documenter-dark .is-focused.button,html.theme--documenter-dark .pagination-previous:active,html.theme--documenter-dark .pagination-next:active,html.theme--documenter-dark .pagination-link:active,html.theme--documenter-dark .pagination-ellipsis:active,html.theme--documenter-dark .file-cta:active,html.theme--documenter-dark .file-name:active,html.theme--documenter-dark .select select:active,html.theme--documenter-dark .textarea:active,html.theme--documenter-dark .input:active,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input:active,html.theme--documenter-dark .button:active,html.theme--documenter-dark .is-active.pagination-previous,html.theme--documenter-dark .is-active.pagination-next,html.theme--documenter-dark .is-active.pagination-link,html.theme--documenter-dark .is-active.pagination-ellipsis,html.theme--documenter-dark .is-active.file-cta,html.theme--documenter-dark .is-active.file-name,html.theme--documenter-dark .select select.is-active,html.theme--documenter-dark .is-active.textarea,html.theme--documenter-dark .is-active.input,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.is-active,html.theme--documenter-dark .is-active.button{outline:none}html.theme--documenter-dark .pagination-previous[disabled],html.theme--documenter-dark .pagination-next[disabled],html.theme--documenter-dark .pagination-link[disabled],html.theme--documenter-dark .pagination-ellipsis[disabled],html.theme--documenter-dark .file-cta[disabled],html.theme--documenter-dark .file-name[disabled],html.theme--documenter-dark .select select[disabled],html.theme--documenter-dark .textarea[disabled],html.theme--documenter-dark .input[disabled],html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input[disabled],html.theme--documenter-dark .button[disabled],fieldset[disabled] html.theme--documenter-dark .pagination-previous,html.theme--documenter-dark fieldset[disabled] .pagination-previous,fieldset[disabled] html.theme--documenter-dark .pagination-next,html.theme--documenter-dark fieldset[disabled] .pagination-next,fieldset[disabled] html.theme--documenter-dark .pagination-link,html.theme--documenter-dark fieldset[disabled] .pagination-link,fieldset[disabled] html.theme--documenter-dark .pagination-ellipsis,html.theme--documenter-dark fieldset[disabled] .pagination-ellipsis,fieldset[disabled] html.theme--documenter-dark .file-cta,html.theme--documenter-dark fieldset[disabled] .file-cta,fieldset[disabled] html.theme--documenter-dark .file-name,html.theme--documenter-dark fieldset[disabled] .file-name,fieldset[disabled] html.theme--documenter-dark .select select,fieldset[disabled] 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.breadcrumb,html.theme--documenter-dark .file,html.theme--documenter-dark .button,.is-unselectable{-webkit-touch-callout:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none}html.theme--documenter-dark .navbar-link:not(.is-arrowless)::after,html.theme--documenter-dark .select:not(.is-multiple):not(.is-loading)::after{border:3px solid rgba(0,0,0,0);border-radius:2px;border-right:0;border-top:0;content:" ";display:block;height:0.625em;margin-top:-0.4375em;pointer-events:none;position:absolute;top:50%;transform:rotate(-45deg);transform-origin:center;width:0.625em}html.theme--documenter-dark .admonition:not(:last-child),html.theme--documenter-dark .tabs:not(:last-child),html.theme--documenter-dark .pagination:not(:last-child),html.theme--documenter-dark .message:not(:last-child),html.theme--documenter-dark .level:not(:last-child),html.theme--documenter-dark .breadcrumb:not(:last-child),html.theme--documenter-dark 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.button.is-black.is-outlined:focus,html.theme--documenter-dark .button.is-black.is-outlined.is-focused{background-color:#0a0a0a;border-color:#0a0a0a;color:#fff}html.theme--documenter-dark .button.is-black.is-outlined.is-loading::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--documenter-dark .button.is-black.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-black.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-black.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-black.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-black.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-black.is-outlined{background-color:transparent;border-color:#0a0a0a;box-shadow:none;color:#0a0a0a}html.theme--documenter-dark .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-black.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-focused{background-color:#fff;color:#0a0a0a}html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-black.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--documenter-dark .button.is-black.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-light{background-color:#ecf0f1;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light:hover,html.theme--documenter-dark .button.is-light.is-hovered{background-color:#e5eaec;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light:focus,html.theme--documenter-dark .button.is-light.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light:focus:not(:active),html.theme--documenter-dark .button.is-light.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(236,240,241,0.25)}html.theme--documenter-dark .button.is-light:active,html.theme--documenter-dark .button.is-light.is-active{background-color:#dde4e6;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-light{background-color:#ecf0f1;border-color:#ecf0f1;box-shadow:none}html.theme--documenter-dark .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-inverted:hover,html.theme--documenter-dark .button.is-light.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--documenter-dark .button.is-light.is-outlined{background-color:transparent;border-color:#ecf0f1;color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-outlined:hover,html.theme--documenter-dark .button.is-light.is-outlined.is-hovered,html.theme--documenter-dark .button.is-light.is-outlined:focus,html.theme--documenter-dark .button.is-light.is-outlined.is-focused{background-color:#ecf0f1;border-color:#ecf0f1;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light.is-outlined.is-loading::after{border-color:transparent transparent #ecf0f1 #ecf0f1 !important}html.theme--documenter-dark .button.is-light.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-light.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-light.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-light.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--documenter-dark .button.is-light.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-light.is-outlined{background-color:transparent;border-color:#ecf0f1;box-shadow:none;color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-light.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#ecf0f1}html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-light.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #ecf0f1 #ecf0f1 !important}html.theme--documenter-dark .button.is-light.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--documenter-dark .button.is-dark,html.theme--documenter-dark .content kbd.button{background-color:#282f2f;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-dark:hover,html.theme--documenter-dark .content kbd.button:hover,html.theme--documenter-dark .button.is-dark.is-hovered,html.theme--documenter-dark .content kbd.button.is-hovered{background-color:#232829;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-dark:focus,html.theme--documenter-dark .content kbd.button:focus,html.theme--documenter-dark .button.is-dark.is-focused,html.theme--documenter-dark .content kbd.button.is-focused{border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-dark:focus:not(:active),html.theme--documenter-dark .content kbd.button:focus:not(:active),html.theme--documenter-dark .button.is-dark.is-focused:not(:active),html.theme--documenter-dark .content kbd.button.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(40,47,47,0.25)}html.theme--documenter-dark .button.is-dark:active,html.theme--documenter-dark .content kbd.button:active,html.theme--documenter-dark .button.is-dark.is-active,html.theme--documenter-dark .content kbd.button.is-active{background-color:#1d2122;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-dark[disabled],html.theme--documenter-dark .content kbd.button[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark,fieldset[disabled] html.theme--documenter-dark .content kbd.button{background-color:#282f2f;border-color:#282f2f;box-shadow:none}html.theme--documenter-dark .button.is-dark.is-inverted,html.theme--documenter-dark .content kbd.button.is-inverted{background-color:#fff;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted:hover,html.theme--documenter-dark .content kbd.button.is-inverted:hover,html.theme--documenter-dark .button.is-dark.is-inverted.is-hovered,html.theme--documenter-dark .content kbd.button.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--documenter-dark .button.is-dark.is-inverted[disabled],html.theme--documenter-dark .content kbd.button.is-inverted[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark.is-inverted,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-loading::after,html.theme--documenter-dark .content kbd.button.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-dark.is-outlined,html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-outlined:hover,html.theme--documenter-dark .content kbd.button.is-outlined:hover,html.theme--documenter-dark .button.is-dark.is-outlined.is-hovered,html.theme--documenter-dark .content kbd.button.is-outlined.is-hovered,html.theme--documenter-dark .button.is-dark.is-outlined:focus,html.theme--documenter-dark .content kbd.button.is-outlined:focus,html.theme--documenter-dark .button.is-dark.is-outlined.is-focused,html.theme--documenter-dark .content kbd.button.is-outlined.is-focused{background-color:#282f2f;border-color:#282f2f;color:#fff}html.theme--documenter-dark .button.is-dark.is-outlined.is-loading::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading::after{border-color:transparent transparent #282f2f #282f2f !important}html.theme--documenter-dark .button.is-dark.is-outlined.is-loading:hover::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading:focus::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-dark.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .content kbd.button.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-dark.is-outlined[disabled],html.theme--documenter-dark .content kbd.button.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark.is-outlined,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-outlined{background-color:transparent;border-color:#282f2f;box-shadow:none;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:hover,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:hover,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined:focus,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined:focus,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-focused{background-color:#fff;color:#282f2f}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #282f2f #282f2f !important}html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined[disabled],html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-dark.is-inverted.is-outlined,fieldset[disabled] html.theme--documenter-dark .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-primary,html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink{background-color:#375a7f;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-primary:hover,html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink:hover,html.theme--documenter-dark .button.is-primary.is-hovered,html.theme--documenter-dark .docstring>section>a.button.is-hovered.docs-sourcelink{background-color:#335476;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-primary:focus,html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink:focus,html.theme--documenter-dark .button.is-primary.is-focused,html.theme--documenter-dark .docstring>section>a.button.is-focused.docs-sourcelink{border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-primary:focus:not(:active),html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink:focus:not(:active),html.theme--documenter-dark .button.is-primary.is-focused:not(:active),html.theme--documenter-dark .docstring>section>a.button.is-focused.docs-sourcelink:not(:active){box-shadow:0 0 0 0.125em rgba(55,90,127,0.25)}html.theme--documenter-dark .button.is-primary:active,html.theme--documenter-dark .docstring>section>a.button.docs-sourcelink:active,html.theme--documenter-dark .button.is-primary.is-active,html.theme--documenter-dark .docstring>section>a.button.is-active.docs-sourcelink{background-color:#2f4d6d;border-color:transparent;color:#fff}html.theme--documenter-dark 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.docstring>section>a.button.is-inverted.docs-sourcelink[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-primary.is-inverted,fieldset[disabled] html.theme--documenter-dark .docstring>section>a.button.is-inverted.docs-sourcelink{background-color:#fff;border-color:transparent;box-shadow:none;color:#375a7f}html.theme--documenter-dark .button.is-primary.is-loading::after,html.theme--documenter-dark .docstring>section>a.button.is-loading.docs-sourcelink::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-primary.is-outlined,html.theme--documenter-dark .docstring>section>a.button.is-outlined.docs-sourcelink{background-color:transparent;border-color:#375a7f;color:#375a7f}html.theme--documenter-dark .button.is-primary.is-outlined:hover,html.theme--documenter-dark .docstring>section>a.button.is-outlined.docs-sourcelink:hover,html.theme--documenter-dark .button.is-primary.is-outlined.is-hovered,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-hovered.docs-sourcelink,html.theme--documenter-dark .button.is-primary.is-outlined:focus,html.theme--documenter-dark .docstring>section>a.button.is-outlined.docs-sourcelink:focus,html.theme--documenter-dark .button.is-primary.is-outlined.is-focused,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-focused.docs-sourcelink{background-color:#375a7f;border-color:#375a7f;color:#fff}html.theme--documenter-dark .button.is-primary.is-outlined.is-loading::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.docs-sourcelink::after{border-color:transparent transparent #375a7f #375a7f !important}html.theme--documenter-dark .button.is-primary.is-outlined.is-loading:hover::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.docs-sourcelink:hover::after,html.theme--documenter-dark .button.is-primary.is-outlined.is-loading.is-hovered::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.is-hovered.docs-sourcelink::after,html.theme--documenter-dark .button.is-primary.is-outlined.is-loading:focus::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.docs-sourcelink:focus::after,html.theme--documenter-dark .button.is-primary.is-outlined.is-loading.is-focused::after,html.theme--documenter-dark .docstring>section>a.button.is-outlined.is-loading.is-focused.docs-sourcelink::after{border-color:transparent transparent #fff #fff !important}html.theme--documenter-dark .button.is-primary.is-outlined[disabled],html.theme--documenter-dark .docstring>section>a.button.is-outlined.docs-sourcelink[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-primary.is-outlined,fieldset[disabled] html.theme--documenter-dark .docstring>section>a.button.is-outlined.docs-sourcelink{background-color:transparent;border-color:#375a7f;box-shadow:none;color:#375a7f}html.theme--documenter-dark 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.button[disabled],fieldset[disabled] html.theme--documenter-dark .button{background-color:#8c9b9d;border-color:#5e6d6f;box-shadow:none;opacity:.5}html.theme--documenter-dark .button.is-fullwidth{display:flex;width:100%}html.theme--documenter-dark .button.is-loading{color:transparent !important;pointer-events:none}html.theme--documenter-dark .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--documenter-dark .button.is-static{background-color:#282f2f;border-color:#5e6d6f;color:#dbdee0;box-shadow:none;pointer-events:none}html.theme--documenter-dark .button.is-rounded,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--documenter-dark .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--documenter-dark .buttons .button{margin-bottom:0.5rem}html.theme--documenter-dark .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--documenter-dark .buttons:last-child{margin-bottom:-0.5rem}html.theme--documenter-dark .buttons:not(:last-child){margin-bottom:1rem}html.theme--documenter-dark .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--documenter-dark .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--documenter-dark .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--documenter-dark .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--documenter-dark .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--documenter-dark .buttons.has-addons 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h1,html.theme--documenter-dark .content h2,html.theme--documenter-dark .content h3,html.theme--documenter-dark .content h4,html.theme--documenter-dark .content h5,html.theme--documenter-dark .content h6{color:#f2f2f2;font-weight:600;line-height:1.125}html.theme--documenter-dark .content h1{font-size:2em;margin-bottom:0.5em}html.theme--documenter-dark .content h1:not(:first-child){margin-top:1em}html.theme--documenter-dark .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--documenter-dark .content h2:not(:first-child){margin-top:1.1428em}html.theme--documenter-dark .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--documenter-dark .content h3:not(:first-child){margin-top:1.3333em}html.theme--documenter-dark .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--documenter-dark .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--documenter-dark .content h6{font-size:1em;margin-bottom:1em}html.theme--documenter-dark .content blockquote{background-color:#282f2f;border-left:5px solid #5e6d6f;padding:1.25em 1.5em}html.theme--documenter-dark .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--documenter-dark .content ol:not([type]){list-style-type:decimal}html.theme--documenter-dark .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--documenter-dark .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--documenter-dark .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--documenter-dark .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--documenter-dark .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--documenter-dark .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--documenter-dark .content ul ul ul{list-style-type:square}html.theme--documenter-dark .content dd{margin-left:2em}html.theme--documenter-dark .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--documenter-dark .content figure:not(:first-child){margin-top:2em}html.theme--documenter-dark .content figure:not(:last-child){margin-bottom:2em}html.theme--documenter-dark .content figure img{display:inline-block}html.theme--documenter-dark .content figure figcaption{font-style:italic}html.theme--documenter-dark .content pre{-webkit-overflow-scrolling:touch;overflow-x:auto;padding:0;white-space:pre;word-wrap:normal}html.theme--documenter-dark .content sup,html.theme--documenter-dark .content sub{font-size:75%}html.theme--documenter-dark .content table{width:100%}html.theme--documenter-dark .content table td,html.theme--documenter-dark .content table th{border:1px solid #5e6d6f;border-width:0 0 1px;padding:0.5em 0.75em;vertical-align:top}html.theme--documenter-dark .content table th{color:#f2f2f2}html.theme--documenter-dark .content table th:not([align]){text-align:inherit}html.theme--documenter-dark .content table thead td,html.theme--documenter-dark .content table thead th{border-width:0 0 2px;color:#f2f2f2}html.theme--documenter-dark .content table tfoot td,html.theme--documenter-dark .content table tfoot th{border-width:2px 0 0;color:#f2f2f2}html.theme--documenter-dark .content table tbody tr:last-child td,html.theme--documenter-dark .content table tbody tr:last-child th{border-bottom-width:0}html.theme--documenter-dark .content .tabs li+li{margin-top:0}html.theme--documenter-dark .content.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.content{font-size:.75rem}html.theme--documenter-dark .content.is-normal{font-size:1rem}html.theme--documenter-dark .content.is-medium{font-size:1.25rem}html.theme--documenter-dark .content.is-large{font-size:1.5rem}html.theme--documenter-dark .icon{align-items:center;display:inline-flex;justify-content:center;height:1.5rem;width:1.5rem}html.theme--documenter-dark .icon.is-small,html.theme--documenter-dark #documenter 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#documenter .docs-sidebar .docs-logo>img img.is-rounded{border-radius:9999px}html.theme--documenter-dark .image.is-fullwidth,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-fullwidth{width:100%}html.theme--documenter-dark .image.is-square img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-square img,html.theme--documenter-dark .image.is-square .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-square .has-ratio,html.theme--documenter-dark .image.is-1by1 img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-1by1 img,html.theme--documenter-dark .image.is-1by1 .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-1by1 .has-ratio,html.theme--documenter-dark .image.is-5by4 img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-5by4 img,html.theme--documenter-dark .image.is-5by4 .has-ratio,html.theme--documenter-dark #documenter 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span.sgr42{background-color:#066f00}.ansi span.sgr43{background-color:#856b00}.ansi span.sgr44{background-color:#2149b0}.ansi span.sgr45{background-color:#7d4498}.ansi span.sgr46{background-color:#007989}.ansi span.sgr47{background-color:gray}.ansi span.sgr90{color:#616161}.ansi span.sgr91{color:#cb3c33}.ansi span.sgr92{color:#0e8300}.ansi span.sgr93{color:#a98800}.ansi span.sgr94{color:#3c5dcd}.ansi span.sgr95{color:#9256af}.ansi span.sgr96{color:#008fa3}.ansi span.sgr97{color:#f5f5f5}.ansi span.sgr100{background-color:#616161}.ansi span.sgr101{background-color:#cb3c33}.ansi span.sgr102{background-color:#0e8300}.ansi span.sgr103{background-color:#a98800}.ansi span.sgr104{background-color:#3c5dcd}.ansi span.sgr105{background-color:#9256af}.ansi span.sgr106{background-color:#008fa3}.ansi span.sgr107{background-color:#f5f5f5}code.language-julia-repl>span.hljs-meta{color:#066f00;font-weight:bolder}/*! + Theme: Default + Description: Original highlight.js style + Author: (c) Ivan Sagalaev + Maintainer: @highlightjs/core-team + Website: https://highlightjs.org/ + License: see project LICENSE + Touched: 2021 +*/pre code.hljs{display:block;overflow-x:auto;padding:1em}code.hljs{padding:3px 5px}.hljs{background:#F3F3F3;color:#444}.hljs-comment{color:#697070}.hljs-tag,.hljs-punctuation{color:#444a}.hljs-tag .hljs-name,.hljs-tag .hljs-attr{color:#444}.hljs-keyword,.hljs-attribute,.hljs-selector-tag,.hljs-meta .hljs-keyword,.hljs-doctag,.hljs-name{font-weight:bold}.hljs-type,.hljs-string,.hljs-number,.hljs-selector-id,.hljs-selector-class,.hljs-quote,.hljs-template-tag,.hljs-deletion{color:#880000}.hljs-title,.hljs-section{color:#880000;font-weight:bold}.hljs-regexp,.hljs-symbol,.hljs-variable,.hljs-template-variable,.hljs-link,.hljs-selector-attr,.hljs-operator,.hljs-selector-pseudo{color:#ab5656}.hljs-literal{color:#695}.hljs-built_in,.hljs-bullet,.hljs-code,.hljs-addition{color:#397300}.hljs-meta{color:#1f7199}.hljs-meta .hljs-string{color:#38a}.hljs-emphasis{font-style:italic}.hljs-strong{font-weight:bold}.gap-4{gap:1rem} diff --git a/previews/PR9/assets/themeswap.js b/previews/PR9/assets/themeswap.js new file mode 100644 index 00000000..9f5eebe6 --- /dev/null +++ b/previews/PR9/assets/themeswap.js @@ -0,0 +1,84 @@ +// Small function to quickly swap out themes. Gets put into the tag.. +function set_theme_from_local_storage() { + // Initialize the theme to null, which means default + var theme = null; + // If the browser supports the localstorage and is not disabled then try to get the + // documenter theme + if (window.localStorage != null) { + // Get the user-picked theme from localStorage. May be `null`, which means the default + // theme. + theme = window.localStorage.getItem("documenter-theme"); + } + // Check if the users preference is for dark color scheme + var darkPreference = + window.matchMedia("(prefers-color-scheme: dark)").matches === true; + // Initialize a few variables for the loop: + // + // - active: will contain the index of the theme that should be active. Note that there + // is no guarantee that localStorage contains sane values. If `active` stays `null` + // we either could not find the theme or it is the default (primary) theme anyway. + // Either way, we then need to stick to the primary theme. + // + // - disabled: style sheets that should be disabled (i.e. all the theme style sheets + // that are not the currently active theme) + var active = null; + var disabled = []; + var primaryLightTheme = null; + var primaryDarkTheme = null; + for (var i = 0; i < document.styleSheets.length; i++) { + var ss = document.styleSheets[i]; + // The tag of each style sheet is expected to have a data-theme-name attribute + // which must contain the name of the theme. The names in localStorage much match this. + var themename = ss.ownerNode.getAttribute("data-theme-name"); + // attribute not set => non-theme stylesheet => ignore + if (themename === null) continue; + // To distinguish the default (primary) theme, it needs to have the data-theme-primary + // attribute set. + if (ss.ownerNode.getAttribute("data-theme-primary") !== null) { + primaryLightTheme = themename; + } + // Check if the theme is primary dark theme so that we could store its name in darkTheme + if (ss.ownerNode.getAttribute("data-theme-primary-dark") !== null) { + primaryDarkTheme = themename; + } + // If we find a matching theme (and it's not the default), we'll set active to non-null + if (themename === theme) active = i; + // Store the style sheets of inactive themes so that we could disable them + if (themename !== theme) disabled.push(ss); + } + var activeTheme = null; + if (active !== null) { + // If we did find an active theme, we'll (1) add the theme--$(theme) class to + document.getElementsByTagName("html")[0].className = "theme--" + theme; + activeTheme = theme; + } else { + // If we did _not_ find an active theme, then we need to fall back to the primary theme + // which can either be dark or light, depending on the user's OS preference. + var activeTheme = darkPreference ? primaryDarkTheme : primaryLightTheme; + // In case it somehow happens that the relevant primary theme was not found in the + // preceding loop, we abort without doing anything. + if (activeTheme === null) { + console.error("Unable to determine primary theme."); + return; + } + // When switching to the primary light theme, then we must not have a class name + // for the tag. That's only for non-primary or the primary dark theme. + if (darkPreference) { + document.getElementsByTagName("html")[0].className = + "theme--" + activeTheme; + } else { + document.getElementsByTagName("html")[0].className = ""; + } + } + for (var i = 0; i < document.styleSheets.length; i++) { + var ss = document.styleSheets[i]; + // The tag of each style sheet is expected to have a data-theme-name attribute + // which must contain the name of the theme. The names in localStorage much match this. + var themename = ss.ownerNode.getAttribute("data-theme-name"); + // attribute not set => non-theme stylesheet => ignore + if (themename === null) continue; + // we'll disable all the stylesheets, except for the active one + ss.disabled = !(themename == activeTheme); + } +} +set_theme_from_local_storage(); diff --git a/previews/PR9/assets/warner.js b/previews/PR9/assets/warner.js new file mode 100644 index 00000000..3f6f5d00 --- /dev/null +++ b/previews/PR9/assets/warner.js @@ -0,0 +1,52 @@ +function maybeAddWarning() { + // DOCUMENTER_NEWEST is defined in versions.js, DOCUMENTER_CURRENT_VERSION and DOCUMENTER_STABLE + // in siteinfo.js. + // If either of these are undefined something went horribly wrong, so we abort. + if ( + window.DOCUMENTER_NEWEST === undefined || + window.DOCUMENTER_CURRENT_VERSION === undefined || + window.DOCUMENTER_STABLE === undefined + ) { + return; + } + + // Current version is not a version number, so we can't tell if it's the newest version. Abort. + if (!/v(\d+\.)*\d+/.test(window.DOCUMENTER_CURRENT_VERSION)) { + return; + } + + // Current version is newest version, so no need to add a warning. + if (window.DOCUMENTER_NEWEST === window.DOCUMENTER_CURRENT_VERSION) { + return; + } + + // Add a noindex meta tag (unless one exists) so that search engines don't index this version of the docs. + if (document.body.querySelector('meta[name="robots"]') === null) { + const meta = document.createElement("meta"); + meta.name = "robots"; + meta.content = "noindex"; + + document.getElementsByTagName("head")[0].appendChild(meta); + } + + const div = document.createElement("div"); + div.classList.add("outdated-warning-overlay"); + const closer = document.createElement("button"); + closer.classList.add("outdated-warning-closer", "delete"); + closer.addEventListener("click", function () { + document.body.removeChild(div); + }); + const href = window.documenterBaseURL + "/../" + window.DOCUMENTER_STABLE; + div.innerHTML = + 'This documentation is not for the latest stable release, but for either the development version or an older release.
Click here to go to the documentation for the latest stable release.'; + div.appendChild(closer); + document.body.appendChild(div); +} + +if (document.readyState === "loading") { + document.addEventListener("DOMContentLoaded", maybeAddWarning); +} else { + maybeAddWarning(); +} diff --git a/previews/PR9/index.html b/previews/PR9/index.html new file mode 100644 index 00000000..bb07661c --- /dev/null +++ b/previews/PR9/index.html @@ -0,0 +1,2 @@ + +Home · Chmy
GitHub
diff --git a/previews/PR9/lib/modules/index.html b/previews/PR9/lib/modules/index.html new file mode 100644 index 00000000..487e7e17 --- /dev/null +++ b/previews/PR9/lib/modules/index.html @@ -0,0 +1,2 @@ + +Modules · Chmy
GitHub

Modules

Grids

Chmy.Grids.UniformGrid — Method
UniformGrid(arch; origin, extent, dims, topology=nothing)

Constructs a uniform grid with specified origin, extent, dimensions, and topology.

Arguments

  • arch::Architecture: The associated architecture.
  • origin::NTuple{N,Number}: The origin of the grid.
  • extent::NTuple{N,Number}: The extent of the grid.
  • dims::NTuple{N,Integer}: The dimensions of the grid.
  • topology=nothing: The topology of the grid. If not provided, a default Bounded topology is used.
source
Chmy.Grids.axis — Method
axis(grid, dim::Dim)

Return the axis corresponding to the spatial dimension dim.

source
Chmy.Grids.bounds — Method
bounds(grid, loc, [dim::Dim])

Return the bounds of a structured grid at the specified location(s).

source
Chmy.Grids.connectivity — Method
connectivity(grid, dim::Dim, side::Side)

Return the connectivity of the structured grid grid for the given dimension dim and side side.

source
Chmy.Grids.coord — Method
coord(grid, loc, I...)

Return a tuple of spatial coordinates of a grid point at location loc and indices I.

For vertex locations, first grid point is at the origin. For center locations, first grid point at half-spacing distance from the origin.

source
Chmy.Grids.extent — Method
extent(grid, loc, [dim::Dim])

Return the extent of a structured grid at the specified location(s).

source
Chmy.Grids.origin — Method
origin(grid, loc, [dim::Dim])

Return the origin of a structured grid at the specified location(s).

source
Chmy.Grids.spacing — Method
spacing(grid, loc, I...)

Return a tuple of grid spacings at location loc and indices I.

source

Architectures

Chmy.Architectures.Arch — Method
Arch(backend::Backend; device_id::Integer=1)

Create an architecture object for the specified backend and device.

Arguments

  • backend: The backend to use for computation.
  • device_id=1: The ID of the device to use.
source
Chmy.Architectures.activate! — Method
activate!(arch::SingleDeviceArchitecture; priority=:normal)

Activate the given architecture on the specified device and set the priority of the backend.

source

Fields

Chmy.Fields.Field — Type
struct Field{T,N,L,H,A} <: AbstractField{T,N,L}

Field represents a discrete scalar field with specified type, number of dimensions, location, and halo size.

source
Chmy.Fields.Field — Method
Field(backend, grid, loc, type=eltype(grid); halo=1)

Constructs a field on a structured grid at the specified location.

Arguments:

  • backend: The backend to use for memory allocation.
  • grid: The structured grid on which the field is constructed.
  • loc: The location or locations on the grid where the field is constructed.
  • type: The element type of the field. Defaults to the element type of the grid.
  • halo: The halo size for the field. Defaults to 1.
source
Chmy.Fields.FunctionField — Type
FunctionField <: AbstractField

Continuous or discrete field with values computed at runtime.

Constructors

  • FunctionField(func, grid, loc; [discrete], [parameters]): Create a new FunctionField object.
source

Grid Operators

Boundary Conditions

Chmy.BoundaryConditions.bc! — Method
bc!(arch::Architecture, grid::StructuredGrid, batch::BatchSet)

Apply boundary conditions using a batch set batch containing an AbstractBatch per dimension per side of grid.

Arguments

  • arch: The architecture.
  • grid: The grid.
  • batch:: The batch set to apply boundary conditions to.
source

Distributed

Chmy.Distributed.CartesianTopology — Method
CartesianTopology(comm, dims)

Create an N-dimensional Cartesian topology using base MPI communicator comm with dimensions dims. If all entries in dims are not equal to 0, the product of dims should be equal to the total number of MPI processes MPI.Comm_size(comm). If any (or all) entries of dims are 0, the dimensions in the corresponding spatial directions will be picked automatically.

source
Chmy.Distributed.StackAllocator — Type
mutable struct StackAllocator

Simple stack (a.k.a. bump/arena) allocator. Maintains an internal buffer that grows dynamically if the requested allocation exceeds current buffer size.

source
Base.resize! — Method
resize!(sa::StackAllocator, sz::Integer)

Resize the StackAllocator's buffer to capacity of sz bytes. This method will throw an error if any arrays were already allocated using this allocator.

source
Chmy.Architectures.Arch — Method
Arch(backend, comm, dims; kwargs...)

Create a distributed Architecture using backend backend and comm. For GPU backends, device will be selected automatically based on a process id within a node.

source
Chmy.Distributed.allocate — Function
allocate(sa::StackAllocator, T::DataType, dims, [align=sizeof(T)])

Allocate a buffer of type T with dimensions dims using a stack allocator. The align parameter specifies the alignment of the buffer elements.

Arguments

  • sa::StackAllocator: The stack allocator object.
  • T::DataType: The data type of the requested allocation.
  • dims: The dimensions of the requested allocation.
  • align::Integer: The alignment of the allocated buffer in bytes.
Warning

Arrays allocated with StackAllocator are not managed by Julia runtime. User is responsible for ensuring correct lifetimes, i.e., that the reference to allocator outlives all arrays allocated using this allocator.

source
Chmy.Distributed.exchange_halo! — Method
exchange_halo!(side::Side, dim::Dim, arch, grid, fields...; async=false)

Perform halo exchange communication between neighboring processes in a distributed architecture.

Arguments

  • side: The side of the grid where the halo exchange is performed.
  • dim: The dimension along which the halo exchange is performed.
  • arch: The distributed architecture used for communication.
  • grid: The structured grid on which the halo exchange is performed.
  • fields...: The fields to be exchanged.

Optional Arguments

  • async=false: Whether to perform the halo exchange asynchronously.
source
Chmy.Distributed.exchange_halo! — Method
exchange_halo!(arch, grid, fields...)

Perform halo exchange for the given architecture, grid, and fields.

Arguments

  • arch: The distributed architecture to perform halo exchange on.
  • grid: The structured grid on which halo exchange is performed.
  • fields: The fields on which halo exchange is performed.
source
Chmy.Distributed.gather! — Method
gather!(dst, src, comm::MPI.Comm; root=0)

Gather local array src into a global array dst. Size of the global array size(dst) should be equal to the product of the size of a local array size(src) and the dimensions of a Cartesian communicator comm. The array will be gathered on the process with id root (root=0 by default). Note that the memory for a global array should be allocated only on the process with id root, on other processes dst can be set to nothing.

source
Chmy.Distributed.has_neighbor — Method
has_neighbor(topo, dim, side)

Returns true if there a neighbor process in spatial direction dim on the side side, or false otherwise.

source
Chmy.Distributed.neighbor — Method
neighbor(topo, dim, side)

Returns id of a neighbor process in spatial direction dim on the side side, if this neighbor exists, or MPI.PROC_NULL otherwise.

source
Chmy.Distributed.neighbors — Method
neighbors(topo)

Neighbors of a current process.

Returns tuple of ranks of the two immediate neighbors in each spatial direction, or MPI.PROC_NULL if there is no neighbor on a corresponding side.

source
Chmy.Distributed.reset! — Method
reset!(sa::StackAllocator)

Reset the stack allocator by resetting the pointer. Doesn't free the internal memory buffer.

source

Workers

Chmy.Workers.Worker — Type
Worker

A worker that performs tasks asynchronously.

Constructor

Worker{T}(; [setup], [teardown]) where {T}

Constructs a new Worker object.

Arguments

  • setup: A function to be executed before the worker starts processing tasks. (optional)
  • teardown: A function to be executed after the worker finishes processing tasks. (optional)
source
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zero(T)\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Grid-Operators","page":"Modules","title":"Grid Operators","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.GridOperators]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.GridOperators.leftx-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.leftx","text":"leftx(f, loc, I)\n\n\"left side\" of a field ([1:end-1]) in x direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.lefty-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.lefty","text":"lefty(f, loc, I)\n\n\"left side\" of a field ([1:end-1]) in y direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.leftz-Union{Tuple{N}, Tuple{Any, Any, Vararg{Integer, N}}} where 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I)\n\nDirectional partial derivative in x direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂y-Union{Tuple{N}, Tuple{Any, Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂y","text":"∂y(f, loc, grid, I)\n\nDirectional partial derivative in y direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.GridOperators.∂z-Union{Tuple{N}, Tuple{Any, Any, Any, Vararg{Integer, N}}} where N","page":"Modules","title":"Chmy.GridOperators.∂z","text":"∂z(f, loc, grid, I)\n\nDirectional partial derivative in z direction.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Boundary-Conditions","page":"Modules","title":"Boundary Conditions","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.BoundaryConditions]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.BoundaryConditions.AbstractBatch","page":"Modules","title":"Chmy.BoundaryConditions.AbstractBatch","text":"AbstractBatch\n\nAbstract type representing a batch of boundary conditions.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.EmptyBatch","page":"Modules","title":"Chmy.BoundaryConditions.EmptyBatch","text":"EmptyBatch <: AbstractBatch\n\nEmptyBatch represents no boundary conditions.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.ExchangeBatch","page":"Modules","title":"Chmy.BoundaryConditions.ExchangeBatch","text":"ExchangeBatch <: AbstractBatch\n\nExchangeBatch represents a batch used for MPI communication.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.FieldBatch","page":"Modules","title":"Chmy.BoundaryConditions.FieldBatch","text":"FieldBatch <: AbstractBatch\n\nFieldBatch is a batch of boundary conditions, where each field has one boundary condition.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.FieldBoundaryCondition","page":"Modules","title":"Chmy.BoundaryConditions.FieldBoundaryCondition","text":"FieldBoundaryCondition\n\nAbstract supertype for all boundary conditions that are specified per-field.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.BoundaryConditions.bc!-Union{Tuple{N}, Tuple{Chmy.Architectures.Architecture, Chmy.Grids.StructuredGrid{N}, Tuple{Vararg{Tuple{Chmy.BoundaryConditions.AbstractBatch, Chmy.BoundaryConditions.AbstractBatch}, N}}}} where N","page":"Modules","title":"Chmy.BoundaryConditions.bc!","text":"bc!(arch::Architecture, grid::StructuredGrid, batch::BatchSet)\n\nApply boundary conditions using a batch set batch containing an AbstractBatch per dimension per side of grid.\n\nArguments\n\narch: The architecture.\ngrid: The grid.\nbatch:: The batch set to apply boundary conditions to.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Distributed","page":"Modules","title":"Distributed","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Distributed]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Distributed.CartesianTopology","page":"Modules","title":"Chmy.Distributed.CartesianTopology","text":"CartesianTopology\n\nRepresents N-dimensional Cartesian topology of distributed processes.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.CartesianTopology-Union{Tuple{N}, Tuple{MPI.Comm, Tuple{Vararg{Int64, N}}}} where N","page":"Modules","title":"Chmy.Distributed.CartesianTopology","text":"CartesianTopology(comm, dims)\n\nCreate an N-dimensional Cartesian topology using base MPI communicator comm with dimensions dims. If all entries in dims are not equal to 0, the product of dims should be equal to the total number of MPI processes MPI.Comm_size(comm). If any (or all) entries of dims are 0, the dimensions in the corresponding spatial directions will be picked automatically.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.DistributedArchitecture","page":"Modules","title":"Chmy.Distributed.DistributedArchitecture","text":"DistributedArchitecture <: Architecture\n\nA struct representing a distributed architecture.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.StackAllocator","page":"Modules","title":"Chmy.Distributed.StackAllocator","text":"mutable struct StackAllocator\n\nSimple stack (a.k.a. bump/arena) allocator. Maintains an internal buffer that grows dynamically if the requested allocation exceeds current buffer size.\n\n\n\n\n\n","category":"type"},{"location":"lib/modules/#Chmy.Distributed.StackAllocator-Tuple{KernelAbstractions.Backend}","page":"Modules","title":"Chmy.Distributed.StackAllocator","text":"StackAllocator(backend::Backend)\n\nCreate a stack allocator using the specified backend to store allocations.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Base.resize!-Tuple{Chmy.Distributed.StackAllocator, Integer}","page":"Modules","title":"Base.resize!","text":"resize!(sa::StackAllocator, sz::Integer)\n\nResize the StackAllocator's buffer to capacity of sz bytes. This method will throw an error if any arrays were already allocated using this allocator.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Architectures.Arch-Tuple{KernelAbstractions.Backend, MPI.Comm, Any}","page":"Modules","title":"Chmy.Architectures.Arch","text":"Arch(backend, comm, dims; kwargs...)\n\nCreate a distributed Architecture using backend backend and comm. For GPU backends, device will be selected automatically based on a process id within a node.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.allocate","page":"Modules","title":"Chmy.Distributed.allocate","text":"allocate(sa::StackAllocator, T::DataType, dims, [align=sizeof(T)])\n\nAllocate a buffer of type T with dimensions dims using a stack allocator. The align parameter specifies the alignment of the buffer elements.\n\nArguments\n\nsa::StackAllocator: The stack allocator object.\nT::DataType: The data type of the requested allocation.\ndims: The dimensions of the requested allocation.\nalign::Integer: The alignment of the allocated buffer in bytes.\n\nwarning: Warning\nArrays allocated with StackAllocator are not managed by Julia runtime. User is responsible for ensuring correct lifetimes, i.e., that the reference to allocator outlives all arrays allocated using this allocator.\n\n\n\n\n\n","category":"function"},{"location":"lib/modules/#Chmy.Distributed.cart_comm-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.cart_comm","text":"cart_comm(topo)\n\nMPI Cartesian communicator for the topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.coords-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.coords","text":"coords(topo)\n\nCoordinates of a current process within a Cartesian topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.dims-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.dims","text":"dims(topo)\n\nDimensions of the topology as NTuple.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.exchange_halo!-Union{Tuple{K}, Tuple{D}, Tuple{S}, Tuple{Side{S}, Dim{D}, Chmy.Distributed.DistributedArchitecture, Chmy.Grids.StructuredGrid, Vararg{Chmy.Fields.Field, K}}} where {S, D, K}","page":"Modules","title":"Chmy.Distributed.exchange_halo!","text":"exchange_halo!(side::Side, dim::Dim, arch, grid, fields...; async=false)\n\nPerform halo exchange communication between neighboring processes in a distributed architecture.\n\nArguments\n\nside: The side of the grid where the halo exchange is performed.\ndim: The dimension along which the halo exchange is performed.\narch: The distributed architecture used for communication.\ngrid: The structured grid on which the halo exchange is performed.\nfields...: The fields to be exchanged.\n\nOptional Arguments\n\nasync=false: Whether to perform the halo exchange asynchronously.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.exchange_halo!-Union{Tuple{N}, Tuple{Chmy.Distributed.DistributedArchitecture, Chmy.Grids.StructuredGrid{N}, Vararg{Chmy.Fields.Field}}} where N","page":"Modules","title":"Chmy.Distributed.exchange_halo!","text":"exchange_halo!(arch, grid, fields...)\n\nPerform halo exchange for the given architecture, grid, and fields.\n\nArguments\n\narch: The distributed architecture to perform halo exchange on.\ngrid: The structured grid on which halo exchange is performed.\nfields: The fields on which halo exchange is performed.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.gather!-Tuple{Chmy.Distributed.DistributedArchitecture, Any, Chmy.Fields.Field}","page":"Modules","title":"Chmy.Distributed.gather!","text":"gather!(arch, dst, src::Field; kwargs...)\n\nGather the interior of a field src into a global array dst.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.gather!-Union{Tuple{N}, Tuple{T}, Tuple{Union{Nothing, AbstractArray{T, N}}, AbstractArray{T, N}, MPI.Comm}} where {T, N}","page":"Modules","title":"Chmy.Distributed.gather!","text":"gather!(dst, src, comm::MPI.Comm; root=0)\n\nGather local array src into a global array dst. Size of the global array size(dst) should be equal to the product of the size of a local array size(src) and the dimensions of a Cartesian communicator comm. The array will be gathered on the process with id root (root=0 by default). Note that the memory for a global array should be allocated only on the process with id root, on other processes dst can be set to nothing.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.global_rank-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.global_rank","text":"global_rank(topo)\n\nGlobal id of a process in a Cartesian topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.global_size-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.global_size","text":"global_size(topo)\n\nTotal number of processes withing the topology.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.has_neighbor-Tuple{Chmy.Distributed.CartesianTopology, Any, Any}","page":"Modules","title":"Chmy.Distributed.has_neighbor","text":"has_neighbor(topo, dim, side)\n\nReturns true if there a neighbor process in spatial direction dim on the side side, or false otherwise.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.nallocs-Tuple{Chmy.Distributed.StackAllocator}","page":"Modules","title":"Chmy.Distributed.nallocs","text":"nallocs(sa::StackAllocator)\n\nGet the number of allocations made by the given StackAllocator.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.neighbor-Tuple{Chmy.Distributed.CartesianTopology, Any, Any}","page":"Modules","title":"Chmy.Distributed.neighbor","text":"neighbor(topo, dim, side)\n\nReturns id of a neighbor process in spatial direction dim on the side side, if this neighbor exists, or MPI.PROC_NULL otherwise.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.neighbors-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.neighbors","text":"neighbors(topo)\n\nNeighbors of a current process.\n\nReturns tuple of ranks of the two immediate neighbors in each spatial direction, or MPI.PROC_NULL if there is no neighbor on a corresponding side.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.node_name-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.node_name","text":"node_name(topo)\n\nName of a node according to MPI.Get_processor_name().\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.node_size-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.node_size","text":"node_size(topo)\n\nNumber of processes sharing the same node.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.reset!-Tuple{Chmy.Distributed.StackAllocator}","page":"Modules","title":"Chmy.Distributed.reset!","text":"reset!(sa::StackAllocator)\n\nReset the stack allocator by resetting the pointer. Doesn't free the internal memory buffer.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.shared_comm-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.shared_comm","text":"shared_comm(topo)\n\nMPI communicator for the processes sharing the same node.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Chmy.Distributed.shared_rank-Tuple{Chmy.Distributed.CartesianTopology}","page":"Modules","title":"Chmy.Distributed.shared_rank","text":"shared_rank(topo)\n\nLocal id of a process within a single node. Can be used to set the GPU device.\n\n\n\n\n\n","category":"method"},{"location":"lib/modules/#Workers","page":"Modules","title":"Workers","text":"","category":"section"},{"location":"lib/modules/","page":"Modules","title":"Modules","text":"Modules = [Chmy.Workers]\nOrder = [:type, :function]","category":"page"},{"location":"lib/modules/#Chmy.Workers.Worker","page":"Modules","title":"Chmy.Workers.Worker","text":"Worker\n\nA worker that performs tasks asynchronously.\n\nConstructor\n\nWorker{T}(; [setup], [teardown]) where {T}\n\nConstructs a new Worker object.\n\nArguments\n\nsetup: A function to be executed before the worker starts processing tasks. (optional)\nteardown: A function to be executed after the worker finishes processing tasks. (optional)\n\n\n\n\n\n","category":"type"},{"location":"usage/runtests/#Running-tests","page":"Running tests","title":"Running tests","text":"","category":"section"},{"location":"usage/runtests/#CPU-tests","page":"Running tests","title":"CPU tests","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"To run the Chmy test suite on the CPU, simple run test from within the package mode or using Pkg:","category":"page"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"using Pkg\nPkg.test(\"Chmy\")","category":"page"},{"location":"usage/runtests/#GPU-tests","page":"Running tests","title":"GPU tests","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"To run the Chmy test suite on CUDA or ROC backend (Nvidia or AMD GPUs), respectively, run the tests using Pkg adding following test_args:","category":"page"},{"location":"usage/runtests/#For-CUDA-backend-(Nvidia-GPUs):","page":"Running tests","title":"For CUDA backend (Nvidia GPUs):","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"using Pkg\nPkg.test(\"Chmy\"; test_args=[\"--backend=CUDA\"])","category":"page"},{"location":"usage/runtests/#For-ROC-backend-(AMD-GPUs):","page":"Running tests","title":"For ROC backend (AMD GPUs):","text":"","category":"section"},{"location":"usage/runtests/","page":"Running tests","title":"Running tests","text":"using Pkg\nPkg.test(\"Chmy\"; test_args=[\"--backend=AMDGPU\"])","category":"page"},{"location":"#Chmy.jl","page":"Home","title":"Chmy.jl","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"Documentation for Chmy.jl.","category":"page"},{"location":"","page":"Home","title":"Home","text":"Information about the GPU4GEO project can be found on the GPU4GEO website.","category":"page"},{"location":"#Doc-content","page":"Home","title":"Doc content","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"Usage information\nAPI reference","category":"page"}] +} diff --git a/previews/PR9/siteinfo.js b/previews/PR9/siteinfo.js new file mode 100644 index 00000000..25146eba --- /dev/null +++ b/previews/PR9/siteinfo.js @@ -0,0 +1 @@ +var DOCUMENTER_CURRENT_VERSION = "previews/PR9"; diff --git a/previews/PR9/usage/runtests/index.html b/previews/PR9/usage/runtests/index.html new file mode 100644 index 00000000..e0871039 --- /dev/null +++ b/previews/PR9/usage/runtests/index.html @@ -0,0 +1,5 @@ + +Running tests · Chmy
GitHub

Running tests

CPU tests

To run the Chmy test suite on the CPU, simple run test from within the package mode or using Pkg:

using Pkg
+Pkg.test("Chmy")

GPU tests

To run the Chmy test suite on CUDA or ROC backend (Nvidia or AMD GPUs), respectively, run the tests using Pkg adding following test_args:

For CUDA backend (Nvidia GPUs):

using Pkg
+Pkg.test("Chmy"; test_args=["--backend=CUDA"])

For ROC backend (AMD GPUs):

using Pkg
+Pkg.test("Chmy"; test_args=["--backend=AMDGPU"])
diff --git a/versions.js b/versions.js new file mode 100644 index 00000000..4ec0f8f9 --- /dev/null +++ b/versions.js @@ -0,0 +1,5 @@ +var DOC_VERSIONS = [ + "dev", +]; +var DOCUMENTER_NEWEST = "dev"; +var DOCUMENTER_STABLE = "dev";