From 9b93525563b87d23cdec2adbb0d22319325afe29 Mon Sep 17 00:00:00 2001 From: "Documenter.jl" Date: Tue, 2 Jul 2024 17:47:23 +0000 Subject: [PATCH] delete history --- dev/.documenter-siteinfo.json | 1 + dev/assets/documenter.js | 874 +++++++++++++++++++++++++ dev/assets/extra_styles.css | 4 + dev/assets/fonts/Sunflower-LICENSE.txt | 22 + dev/assets/fonts/Sunflower.otf | Bin 0 -> 114396 bytes dev/assets/logo.svg | 76 +++ dev/assets/themes/documenter-dark.css | 7 + dev/assets/themes/documenter-light.css | 9 + dev/assets/themeswap.js | 84 +++ dev/assets/warner.js | 52 ++ dev/booklet/1-intro/index.html | 2 + dev/booklet/2-interface/index.html | 2 + dev/booklet/3-attributes/index.html | 39 ++ dev/index.html | 41 ++ dev/manual/1-intro/index.html | 5 + dev/manual/2-solve/index.html | 28 + dev/manual/3-samplers/index.html | 2 + dev/manual/4-setup/index.html | 97 +++ dev/manual/5-tests/index.html | 3 + dev/manual/6-benchmarks/index.html | 2 + dev/search_index.js | 3 + dev/siteinfo.js | 1 + index.html | 2 + versions.js | 5 + 24 files changed, 1361 insertions(+) create mode 100644 dev/.documenter-siteinfo.json create mode 100644 dev/assets/documenter.js create mode 100644 dev/assets/extra_styles.css create mode 100644 dev/assets/fonts/Sunflower-LICENSE.txt create mode 100644 dev/assets/fonts/Sunflower.otf create mode 100644 dev/assets/logo.svg create mode 100644 dev/assets/themes/documenter-dark.css create mode 100644 dev/assets/themes/documenter-light.css create mode 100644 dev/assets/themeswap.js create mode 100644 dev/assets/warner.js create mode 100644 dev/booklet/1-intro/index.html create mode 100644 dev/booklet/2-interface/index.html create mode 100644 dev/booklet/3-attributes/index.html create mode 100644 dev/index.html create mode 100644 dev/manual/1-intro/index.html create mode 100644 dev/manual/2-solve/index.html create mode 100644 dev/manual/3-samplers/index.html create mode 100644 dev/manual/4-setup/index.html create mode 100644 dev/manual/5-tests/index.html create mode 100644 dev/manual/6-benchmarks/index.html create mode 100644 dev/search_index.js create mode 100644 dev/siteinfo.js create mode 100644 index.html create mode 100644 versions.js diff --git a/dev/.documenter-siteinfo.json b/dev/.documenter-siteinfo.json new file mode 100644 index 0000000..48c029f --- /dev/null +++ b/dev/.documenter-siteinfo.json @@ -0,0 +1 @@ +{"documenter":{"julia_version":"1.9.3","generation_timestamp":"2023-10-01T00:46:16","documenter_version":"1.1.0"}} \ No newline at end of file diff --git a/dev/assets/documenter.js b/dev/assets/documenter.js new file mode 100644 index 0000000..7002e25 --- /dev/null +++ b/dev/assets/documenter.js @@ -0,0 +1,874 @@ +// 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($) { + +var isExpanded = true; + +$(document).on("click", ".docstring header", function () { + let articleToggleTitle = "Expand docstring"; + + 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"; + + 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); + $(".docstring-article-toggle-button").prop("title", articleToggleTitle); +}); + +}) +//////////////////////////////////////////////////////////////////////////////// +require([], function() { +function addCopyButtonCallbacks() { + for (const el of document.getElementsByTagName("pre")) { + const button = document.createElement("button"); + button.classList.add("copy-button", "fa-solid", "fa-copy"); + button.setAttribute("aria-label", "Copy this code block"); + button.setAttribute("title", "Copy"); + + el.appendChild(button); + + const success = function () { + button.classList.add("success", "fa-check"); + button.classList.remove("fa-copy"); + }; + + const failure = function () { + button.classList.add("error", "fa-xmark"); + button.classList.remove("fa-copy"); + }; + + button.addEventListener("click", function () { + copyToClipboard(el.innerText).then(success, failure); + + setTimeout(function () { + button.classList.add("fa-copy"); + button.classList.remove("success", "fa-check", "fa-xmark"); + }, 5000); + }); + } +} + +function copyToClipboard(text) { + // clipboard API is only available in secure contexts + if (window.navigator && window.navigator.clipboard) { + return window.navigator.clipboard.writeText(text); + } else { + return new Promise(function (resolve, reject) { + try { + const el = document.createElement("textarea"); + el.textContent = text; + el.style.position = "fixed"; + el.style.opacity = 0; + document.body.appendChild(el); + el.select(); + document.execCommand("copy"); + + resolve(); + } catch (err) { + reject(err); + } finally { + document.body.removeChild(el); + } + }); + } +} + +if (document.readyState === "loading") { + document.addEventListener("DOMContentLoaded", addCopyButtonCallbacks); +} else { + addCopyButtonCallbacks(); +} + +}) +//////////////////////////////////////////////////////////////////////////////// +require(['jquery', 'headroom', 'headroom-jquery'], function($, 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/dev/assets/extra_styles.css b/dev/assets/extra_styles.css new file mode 100644 index 0000000..760d2ee --- /dev/null +++ b/dev/assets/extra_styles.css @@ -0,0 +1,4 @@ +.docs-sidebar .docs-logo > img { + max-height: 16rem !important; + margin: auto; +} \ No newline at end of file diff --git a/dev/assets/fonts/Sunflower-LICENSE.txt b/dev/assets/fonts/Sunflower-LICENSE.txt new file mode 100644 index 0000000..cf3f912 --- /dev/null +++ b/dev/assets/fonts/Sunflower-LICENSE.txt @@ -0,0 +1,22 @@ +MadeType +behance.com/madetype + +https://www.fontspring.com/fonts/madetype +https://creativemarket.com/MadeType +https://www.youworkforthem.com/designer/1002/madetype/ +https://crella.net/store/madetype/ +https://thehungryjpeg.com/madetype + + +END USER LICENSE AGREEMENT + +- FOR PERSONAL USE. + +- Contact me at Madetypeinfo@gmail.com before commercial using it. + +- MadeType is not liable for any damage resulting from the use ot this typeface. + +- All rights are retained by MadeType. + + +THANK YOU! \ No newline at end of file diff --git a/dev/assets/fonts/Sunflower.otf b/dev/assets/fonts/Sunflower.otf new file mode 100644 index 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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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.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 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.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 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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 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.button.is-danger:hover,html.theme--documenter-dark .button.is-danger.is-hovered{background-color:#92190c;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(158,27,13,0.25)}html.theme--documenter-dark .button.is-danger:active,html.theme--documenter-dark .button.is-danger.is-active{background-color:#86170b;border-color:transparent;color:#fff}html.theme--documenter-dark .button.is-danger[disabled],fieldset[disabled] html.theme--documenter-dark .button.is-danger{background-color:#9e1b0d;border-color:#9e1b0d;box-shadow:none}html.theme--documenter-dark .button.is-danger.is-inverted{background-color:#fff;color:#9e1b0d}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:#9e1b0d}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:#9e1b0d;color:#9e1b0d}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 .button.is-danger.is-outlined:focus,html.theme--documenter-dark .button.is-danger.is-outlined.is-focused{background-color:#9e1b0d;border-color:#9e1b0d;color:#fff}html.theme--documenter-dark .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 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 .docs-sidebar form.docs-search>input.icon{height:1rem;width:1rem}html.theme--documenter-dark .icon.is-medium{height:2rem;width:2rem}html.theme--documenter-dark .icon.is-large{height:3rem;width:3rem}html.theme--documenter-dark .icon-text{align-items:flex-start;color:inherit;display:inline-flex;flex-wrap:wrap;line-height:1.5rem;vertical-align:top}html.theme--documenter-dark .icon-text .icon{flex-grow:0;flex-shrink:0}html.theme--documenter-dark .icon-text .icon:not(:last-child){margin-right:.25em}html.theme--documenter-dark .icon-text .icon:not(:first-child){margin-left:.25em}html.theme--documenter-dark div.icon-text{display:flex}html.theme--documenter-dark .image,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img{display:block;position:relative}html.theme--documenter-dark .image 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 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 .docs-sidebar .docs-logo>img.is-5by4 .has-ratio,html.theme--documenter-dark .image.is-4by3 img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-4by3 img,html.theme--documenter-dark .image.is-4by3 .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-4by3 .has-ratio,html.theme--documenter-dark .image.is-3by2 img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-3by2 img,html.theme--documenter-dark .image.is-3by2 .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-3by2 .has-ratio,html.theme--documenter-dark .image.is-5by3 img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-5by3 img,html.theme--documenter-dark .image.is-5by3 .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-5by3 .has-ratio,html.theme--documenter-dark .image.is-16by9 img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-16by9 img,html.theme--documenter-dark .image.is-16by9 .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-16by9 .has-ratio,html.theme--documenter-dark .image.is-2by1 img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-2by1 img,html.theme--documenter-dark .image.is-2by1 .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-2by1 .has-ratio,html.theme--documenter-dark .image.is-3by1 img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-3by1 img,html.theme--documenter-dark .image.is-3by1 .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-3by1 .has-ratio,html.theme--documenter-dark .image.is-4by5 img,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-4by5 img,html.theme--documenter-dark .image.is-4by5 .has-ratio,html.theme--documenter-dark #documenter .docs-sidebar .docs-logo>img.is-4by5 .has-ratio,html.theme--documenter-dark .image.is-3by4 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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} diff --git a/dev/assets/themeswap.js b/dev/assets/themeswap.js new file mode 100644 index 0000000..9f5eebe --- /dev/null +++ b/dev/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/dev/assets/warner.js b/dev/assets/warner.js new file mode 100644 index 0000000..3f6f5d0 --- /dev/null +++ b/dev/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/dev/booklet/1-intro/index.html b/dev/booklet/1-intro/index.html new file mode 100644 index 0000000..9ddb659 --- /dev/null +++ b/dev/booklet/1-intro/index.html @@ -0,0 +1,2 @@ + +Itroduction · QUBODrivers.jl
GitHub

QUBODrivers.jl Booklet

This booklet aims to provide an advanced overview of the QUBODrivers.jl package, delving into the details of the package's inner workings. It is meant to discuss the package's design choices and provide a guide for developers who wish not only to implement new interfaces but also to extend the package's functionality. Reading this booklet is not required to use the package, but it is strongly recommended for those who wish to contribute to the project.

Table of Contents

diff --git a/dev/booklet/2-interface/index.html b/dev/booklet/2-interface/index.html new file mode 100644 index 0000000..60f4884 --- /dev/null +++ b/dev/booklet/2-interface/index.html @@ -0,0 +1,2 @@ + +Sampler Interface · QUBODrivers.jl
GitHub
diff --git a/dev/booklet/3-attributes/index.html b/dev/booklet/3-attributes/index.html new file mode 100644 index 0000000..e22db9b --- /dev/null +++ b/dev/booklet/3-attributes/index.html @@ -0,0 +1,39 @@ + +Attribute System · QUBODrivers.jl
GitHub

Attributes

API

An advanced example

module SuperSampler
+
+import QUBODrivers
+import QUBODrivers: QUBOTools
+import MathOptInterface as MOI
+
+QUBODrivers.@setup Optimizer begin
+    name    = "Super Sampler"
+    version = v"1.0.2"
+    attributes = begin
+        NumberOfReads["num_reads"]::Integer  = 100_000
+        SuperAttribute["super_attr"]::String = "super"
+    end
+end
+
+function MOI.set(sampler::Optimizer, attr::raw_attr"", value)
+    if !(value isa Integer)
+        error("'num_reads' must be an integer")
+    else
+        QUBODrivers.set_raw_attr!(sampler, attr, value)
+    end
+
+    return nothing
+end
+
+function MOI.set(sampler::Optimizer, attr::raw_attr"super_attr", value)
+    if !(value isa AbstractString)
+        error("'super_attr' must be a string")
+    elseif !(value ∈ ("super", "ultra", "mega"))
+        error("'super_attr' must be one of the following: 'super', 'ultra', 'mega'")
+    else
+        QUBODrivers.set_raw_attr!(sampler, attr, value)
+    end
+
+    return nothing
+end
+
+end # SuperSampler module
diff --git a/dev/index.html b/dev/index.html new file mode 100644 index 0000000..c7d44fc --- /dev/null +++ b/dev/index.html @@ -0,0 +1,41 @@ + +Home · QUBODrivers.jl
GitHub

QUBODrivers.jl Documentation

Introduction

This package aims to provide a common MOI-compliant API for QUBO Sampling & Annealing machines. It also contains a few utility samplers and testing tools for performance comparison, sanity checks and basic analysis features.

Quick Start

Installation

QUBODrivers.jl is registered in Julia's General Registry and is available for download using the standard package manager.

julia> import Pkg
+
+julia> Pkg.add("QUBODrivers")

Example

using JuMP
+using QUBODrivers
+
+model = Model(ExactSampler.Optimizer)
+
+Q = [
+    -1.0  2.0  2.0
+     2.0 -1.0  2.0
+     2.0  2.0 -1.0
+]
+
+@variable(model, x[1:3], Bin)
+@objective(model, Min, x' * Q * x)
+
+optimize!(model)
+
+for i = 1:result_count(model)
+    xi = value.(x; result=i)
+    yi = objective_value(model; result=i)
+
+    println("f($xi) = $yi")
+end
f([0.0, 1.0, 0.0]) = -1.0
+f([1.0, 0.0, 0.0]) = -1.0
+f([0.0, 0.0, 1.0]) = -1.0
+f([0.0, 0.0, 0.0]) = 0.0
+f([1.0, 0.0, 1.0]) = 2.0
+f([1.0, 1.0, 0.0]) = 2.0
+f([0.0, 1.0, 1.0]) = 2.0
+f([1.0, 1.0, 1.0]) = 9.0

<!– ## Citing QUBODrivers.jl

@software{QUBODrivers.jl:2023,
+  author    = {Pedro Xavier and Pedro Ripper and Tiago Andrade and Joaquim Garcia and David Bernal},
+  title     = {QUBODrivers.jl},
+  month     = {apr},
+  year      = {2023},
+  publisher = {Zenodo},
+  version   = {v0.1.0},
+  doi       = {10.5281/zenodo.6390515},
+  url       = {https://doi.org/10.5281/zenodo.6390515}
+}

–>

diff --git a/dev/manual/1-intro/index.html b/dev/manual/1-intro/index.html new file mode 100644 index 0000000..d3c83af --- /dev/null +++ b/dev/manual/1-intro/index.html @@ -0,0 +1,5 @@ + +Introduction · QUBODrivers.jl
GitHub

Introduction

QUBO

An optimization problem is in its QUBO form if it is written as

\[\begin{array}{rl} + \min & \alpha \left[ \mathbf{x}'\mathbf{Q}\,\mathbf{x} + \mathbf{\ell}'\mathbf{x} + \beta \right] \\ + \text{s.t.} & \mathbf{x} \in S \cong \mathbb{B}^{n} +\end{array}\]

with linear terms $\mathbf{\ell} \in \mathbb{R}^{n}$ and quadratic $\mathbf{Q} \in \mathbb{R}^{n \times n}$. $\alpha, \beta \in \mathbb{R}$ are, respectively, the scaling and offset factors.

The MOI-JuMP optimizers defined using the QUBODrivers.AbstractSampler{T} <: MOI.AbstractOptimizer interface only support models given in the QUBO form. QUBODrivers.jl employs QUBOTools on many tasks involving data management and querying. It is worth taking a look at QUBOTool's docs.

Table of Contents

diff --git a/dev/manual/2-solve/index.html b/dev/manual/2-solve/index.html new file mode 100644 index 0000000..03968f8 --- /dev/null +++ b/dev/manual/2-solve/index.html @@ -0,0 +1,28 @@ + +Solving QUBO · QUBODrivers.jl
GitHub

Solving QUBO

Solving Simple QUBO Model with QUBODrivers' RandomSampler.Optimizer

using JuMP
+using QUBODrivers
+
+model = Model(RandomSampler.Optimizer)
+
+Q = [
+    -1.0  2.0  2.0
+     2.0 -1.0  2.0
+     2.0  2.0 -1.0
+]
+
+@variable(model, x[1:3], Bin)
+@objective(model, Min, x' * Q * x)
+
+optimize!(model)

Recover Results

for i = 1:result_count(model)
+    xi = value.(x; result=i)              # Solution vector
+    yi = objective_value(model; result=i) # Energy
+
+    println("f($xi) = $(yi)")
+end
f([0.0, 0.0, 1.0]) = -1.0
+f([0.0, 1.0, 0.0]) = -1.0
+f([1.0, 0.0, 0.0]) = -1.0
+f([0.0, 0.0, 0.0]) = 0.0
+f([0.0, 1.0, 1.0]) = 2.0
+f([1.0, 0.0, 1.0]) = 2.0
+f([1.0, 1.0, 0.0]) = 2.0
+f([1.0, 1.0, 1.0]) = 9.0
diff --git a/dev/manual/3-samplers/index.html b/dev/manual/3-samplers/index.html new file mode 100644 index 0000000..0f8c441 --- /dev/null +++ b/dev/manual/3-samplers/index.html @@ -0,0 +1,2 @@ + +Samplers · QUBODrivers.jl
GitHub

Samplers

Utility Samplers

Exact Sampler

QUBODrivers.ExactSampler.Optimizer — Type
ExactSampler.Optimizer{T}

This sampler performs an exhaustive search over all $2^{n}$ possible states.

Warn

Due to the exponetially large amount of visited states, it is not possible to use this sampler for problems any larger than $20$ variables big.

source

Random Sampler

QUBODrivers.RandomSampler.Optimizer — Type
RandomSampler.Optimizer{T}

Attributes

  • RandomSeed, "seed": Random seed to initialize the random number generator.
  • NumberOfReads, "num_reads": Number of random states sampled per run.
  • RandomGenerator, "rng": Random Number Generator instance.
source

Identity Sampler

Showcase

Before explaining in detail how to use this package, it's good to list a few examples for the reader to grasp. Below, there are links to the files containing the actual interface implementations. These are mostly thin wrappers interfacing with common algorithms and heuristics written in Python, Julia or C/C++.

ProjectSource Code
DWave.jlDWave
DWaveNeal.jlDWaveNeal
IsingSolvers.jlGreedyDescent
ILP
MCMCRandom
QuantumAnnealingInterface.jlQuantumAnnealingInterface
CIMOptimizer.jlCIMOptimizer
diff --git a/dev/manual/4-setup/index.html b/dev/manual/4-setup/index.html new file mode 100644 index 0000000..b7efd84 --- /dev/null +++ b/dev/manual/4-setup/index.html @@ -0,0 +1,97 @@ + +Sampler Setup · QUBODrivers.jl
GitHub

Sampler Setup

This guide aims to provide a tutorial on how to implement new sampler interfaces using QUBODrivers.jl. To get your QUBO sampler running right now, QUBODrivers.jl will require only two main ingredients: a QUBODrivers.@setup macro call and a QUBODrivers.sample method implementation.

Imports

First things first, we are going to import both QUBODrivers.jl and also MathOptInterface.jl, commonly aliased as MOI. Although not strictly necessary, we recommend that you also import QUBOTools.jlfor convenience, as it provides many useful functions for QUBO manipulation. It is readly available in the QUBODrivers module.

import QUBODrivers
+import QUBODrivers: QUBOTools
+import MathOptInterface as MOI

The QUBODrivers.@setup macro

QUBODrivers.@setup — Macro
@setup(expr)

The @setup macro receives a begin ... end block with an attribute definition on each of the block's statements.

Sampler Attributes

All attributes must be presented as an assignment to the default value of that attribute. To create a MathOptInterface optimizer attribute, an identifier must be present on the left hand side. If a solver-specific, raw attribute is desired, its name must be given as a string, e.g. between double quotes. In the special case where an attribute could be accessed in both ways, the identifier must be followed by the parenthesised raw attribute string. In any case, the attribute type can be specified typing the type assertion operator :: followed by the type itself just before the equal sign.

For example, a list of the valid syntax variations for the number of reads attribute follows: - "num_reads" = 1_000 - "num_reads"::Integer = 1_000 - NumberOfReads = 1_000 - NumberOfReads::Integer = 1_000 - NumberOfReads("num_reads") = 1_000 - NumberOfReads("num_reads")::Integer = 1_000

Example

QUBODrivers.@setup Optimizer begin
+    name       = "Super Sampler"
+    version    = v"1.0.2"
+    attributes = begin
+        NumberOfReads["num_reads"]::Integer  = 1_000
+        SuperAttribute["super_attr"]         = nothing
+        MegaAttribute::Union{String,Nothing} = "mega"
+    end
+end
source

This macro takes two arguments: the identifier of the sampler's struct (usually Optimizer), and a begin...end block containing configuration parameters as key-value pairs.

The first parameter of the configuration block is the sampler's name, which will be used to identify it in the MOI.SolverName attribute.

The next entry is the version assignment, which is accessed by the MOI.SolverVersion attribute. In order to consistently support semantic versioning it is required that the version number comes as a v-string e.g. v"major.minor.patch".

Note

If missing, the version parameter matches the current version of QUBODrivers.jl.

A simple yet valid @setup call would look like this:

QUBODrivers.@setup Optimizer begin
+    name    = "Super Sampler"
+    version = v"1.0.2"
+end

We expect that most users will be happy with this approach and it is likely that it will fit most use cases.

Attributes

The attributes parameter is also given by a begin...end block and contains the sampler's attributes. These attributes are used to configure the sampler's behavior and are accessed by the MOI.get method.

QUBODrivers.@setup Optimizer begin
+    name    = "Super Sampler"
+    version = v"1.0.2"
+    attributes = begin
+        NumberOfReads["num_reads"]::Integer = 1_000
+        SuperAttribute::String = "super"
+    end
+end

The QUBODrivers.sample method

The [QUBODrivers.SampleSet] collection

A complete example

module SuperSampler
+
+import QUBODrivers
+import QUBODrivers: QUBOTools
+import MathOptInterface as MOI
+
+@doc raw"""
+    SuperSampler.Optimizer
+
+This sampler is super!
+"""
+QUBODrivers.@setup Optimizer begin
+    name    = "Super Sampler"
+    version = v"1.0.2"
+    attributes = begin
+        NumberOfReads["num_reads"]::Integer = 1_000
+        SuperAttribute::String = "super"
+    end
+end
+
+function QUBODrivers.sample(sampler::Optimizer{T}) where {T}
+    # ~ Is your annealer running on the Ising Model? Have this:
+    n, h, J, α, β = QUBOTools.ising(
+        sampler,
+        :dense; # Here we opt for a dense matrix representation
+        sense = :max,
+    )
+
+    # ~ Retrieve Attributes using MathOptInterface ~ #
+    num_reads  = MOI.get(sampler, NumberOfReads())
+    super_attr = MOI.get(sampler, SuperAttribute())
+
+    # ~ Do some sampling ~ #
+    samples = QUBOTools.Sample{T,Int}[]
+
+    clock = @timed for _ = 1:num_reads
+        ψ = super_sample(n, h, J, super_attr)
+        λ = QUBOTools.value(ψ, h, J, α, β)
+
+        s = QUBOTools.Sample{T,Int}(ψ, λ)
+
+        push!(samples, s)
+    end
+
+    # ~ Store some metadata ~ #
+    metadata = Dict{String,Any}(
+        "num_reads"  => num_reads,
+        "super_attr" => super_attr,
+        "time"       => clock.time,
+    )
+
+    # ~ Return a SampleSet ~ #
+    return QUBOTools.SampleSet(samples, metadata; sense=:max, domain=:spin)
+end
+
+function super_sample(n, h, J, super_attr)
+    # ~ Do some super sampling (using C/C++) ~ #
+    ψ = ccall(
+        :super_sample,
+        Vector{Int},
+        (
+            Cint,
+            Ptr{Float64},
+            Ptr{Ptr{Float64}},
+            Cstring
+        ),
+        n,
+        h,
+        J,
+        super_attr,
+    )
+
+    return ψ
+end
+
+end # module
diff --git a/dev/manual/5-tests/index.html b/dev/manual/5-tests/index.html new file mode 100644 index 0000000..06799b0 --- /dev/null +++ b/dev/manual/5-tests/index.html @@ -0,0 +1,3 @@ + +Test Suite · QUBODrivers.jl
GitHub

Test Suite

Besides establishing the connection between QUBO solvers and JuMP, this package also provides a test suite to ensure that the interface is implemented correctly.

QUBODrivers.test — Function
test(optimizer::Type{S}; examples::Bool=false) where {S<:AbstractSampler}
+test(config!::Function, optimizer::Type{S}; examples::Bool=false) where {S<:AbstractSampler}
source
diff --git a/dev/manual/6-benchmarks/index.html b/dev/manual/6-benchmarks/index.html new file mode 100644 index 0000000..9caf730 --- /dev/null +++ b/dev/manual/6-benchmarks/index.html @@ -0,0 +1,2 @@ + +Benchmarking · QUBODrivers.jl
GitHub
diff --git a/dev/search_index.js b/dev/search_index.js new file mode 100644 index 0000000..92fbf31 --- /dev/null +++ b/dev/search_index.js @@ -0,0 +1,3 @@ +var documenterSearchIndex = {"docs": +[{"location":"manual/4-setup/#Sampler-Setup","page":"Sampler Setup","title":"Sampler Setup","text":"","category":"section"},{"location":"manual/4-setup/","page":"Sampler Setup","title":"Sampler Setup","text":"This guide aims to provide a tutorial on how to implement new sampler interfaces using QUBODrivers.jl. 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These are mostly thin wrappers interfacing with common algorithms and heuristics written in Python, Julia or C/C++.","category":"page"},{"location":"manual/3-samplers/","page":"Samplers","title":"Samplers","text":"Project Source Code\nDWave.jl DWave\nDWaveNeal.jl DWaveNeal\nIsingSolvers.jl GreedyDescent\n ILP\n MCMCRandom\nQuantumAnnealingInterface.jl QuantumAnnealingInterface\nCIMOptimizer.jl CIMOptimizer","category":"page"},{"location":"manual/6-benchmarks/#Benchmarking","page":"Benchmarking","title":"Benchmarking","text":"","category":"section"},{"location":"booklet/1-intro/#QUBODrivers.jl-Booklet","page":"Itroduction","title":"QUBODrivers.jl Booklet","text":"","category":"section"},{"location":"booklet/1-intro/","page":"Itroduction","title":"Itroduction","text":"This booklet aims to provide an advanced overview of the QUBODrivers.jl package, delving into the details of the package's inner workings. It is meant to discuss the package's design choices and provide a guide for developers who wish not only to implement new interfaces but also to extend the package's functionality. Reading this booklet is not required to use the package, but it is strongly recommended for those who wish to contribute to the project.","category":"page"},{"location":"booklet/1-intro/#Table-of-Contents","page":"Itroduction","title":"Table of Contents","text":"","category":"section"},{"location":"booklet/1-intro/","page":"Itroduction","title":"Itroduction","text":"Pages = [\"2-interface.md\", \"3-attributes.md\"]\nDepth = 2","category":"page"},{"location":"booklet/2-interface/#Sampler-Interface","page":"Sampler Interface","title":"Sampler Interface","text":"","category":"section"},{"location":"booklet/2-interface/","page":"Sampler Interface","title":"Sampler Interface","text":"QUBODrivers.AbstractSampler","category":"page"},{"location":"booklet/2-interface/#QUBODrivers.AbstractSampler","page":"Sampler Interface","title":"QUBODrivers.AbstractSampler","text":"AbstractSampler{T} <: MOI.AbstractOptimizer\n\n\n\n\n\n","category":"type"},{"location":"booklet/2-interface/","page":"Sampler Interface","title":"Sampler Interface","text":"QUBODrivers.set_model!","category":"page"},{"location":"booklet/2-interface/#QUBODrivers.set_model!","page":"Sampler Interface","title":"QUBODrivers.set_model!","text":"set_model!\n\n\n\n\n\n","category":"function"},{"location":"manual/5-tests/#Test-Suite","page":"Test Suite","title":"Test Suite","text":"","category":"section"},{"location":"manual/5-tests/","page":"Test Suite","title":"Test Suite","text":"Besides establishing the connection between QUBO solvers and JuMP, this package also provides a test suite to ensure that the interface is implemented correctly.","category":"page"},{"location":"manual/5-tests/","page":"Test Suite","title":"Test Suite","text":"QUBODrivers.test","category":"page"},{"location":"manual/5-tests/#QUBODrivers.test","page":"Test Suite","title":"QUBODrivers.test","text":"test(optimizer::Type{S}; examples::Bool=false) where {S<:AbstractSampler}\ntest(config!::Function, optimizer::Type{S}; examples::Bool=false) where {S<:AbstractSampler}\n\n\n\n\n\n","category":"function"},{"location":"#QUBODrivers.jl-Documentation","page":"Home","title":"QUBODrivers.jl Documentation","text":"","category":"section"},{"location":"#Introduction","page":"Home","title":"Introduction","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"This package aims to provide a common MOI-compliant API for QUBO Sampling & Annealing machines. It also contains a few utility samplers and testing tools for performance comparison, sanity checks and basic analysis features.","category":"page"},{"location":"#Quick-Start","page":"Home","title":"Quick Start","text":"","category":"section"},{"location":"#Installation","page":"Home","title":"Installation","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"QUBODrivers.jl is registered in Julia's General Registry and is available for download using the standard package manager.","category":"page"},{"location":"","page":"Home","title":"Home","text":"julia> import Pkg\n\njulia> Pkg.add(\"QUBODrivers\")","category":"page"},{"location":"#Example","page":"Home","title":"Example","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"using JuMP\nusing QUBODrivers\n\nmodel = Model(ExactSampler.Optimizer)\n\nQ = [\n -1.0 2.0 2.0\n 2.0 -1.0 2.0\n 2.0 2.0 -1.0\n]\n\n@variable(model, x[1:3], Bin)\n@objective(model, Min, x' * Q * x)\n\noptimize!(model)\n\nfor i = 1:result_count(model)\n xi = value.(x; result=i)\n yi = objective_value(model; result=i)\n\n println(\"f($xi) = $yi\")\nend","category":"page"},{"location":"","page":"Home","title":"Home","text":"","category":"page"},{"location":"booklet/3-attributes/#Attributes","page":"Attribute System","title":"Attributes","text":"","category":"section"},{"location":"booklet/3-attributes/#API","page":"Attribute System","title":"API","text":"","category":"section"},{"location":"booklet/3-attributes/","page":"Attribute System","title":"Attribute System","text":"QUBODrivers.SamplerAttribute","category":"page"},{"location":"booklet/3-attributes/#QUBODrivers.SamplerAttribute","page":"Attribute System","title":"QUBODrivers.SamplerAttribute","text":"SamplerAttribute\n\n\n\n\n\n","category":"type"},{"location":"booklet/3-attributes/","page":"Attribute System","title":"Attribute System","text":"QUBODrivers.RawSamplerAttribute\nQUBODrivers.@raw_attr_str","category":"page"},{"location":"booklet/3-attributes/#QUBODrivers.RawSamplerAttribute","page":"Attribute System","title":"QUBODrivers.RawSamplerAttribute","text":"RawSamplerAttribute{key}\n\n\n\n\n\n","category":"type"},{"location":"booklet/3-attributes/#QUBODrivers.@raw_attr_str","page":"Attribute System","title":"QUBODrivers.@raw_attr_str","text":"@raw_attr_str\n\n\n\n\n\n","category":"macro"},{"location":"booklet/3-attributes/","page":"Attribute System","title":"Attribute System","text":"QUBODrivers.get_raw_attr\nQUBODrivers.set_raw_attr!\nQUBODrivers.default_raw_attr","category":"page"},{"location":"booklet/3-attributes/#QUBODrivers.get_raw_attr","page":"Attribute System","title":"QUBODrivers.get_raw_attr","text":"get_raw_attr\n\n\n\n\n\n","category":"function"},{"location":"booklet/3-attributes/#QUBODrivers.set_raw_attr!","page":"Attribute System","title":"QUBODrivers.set_raw_attr!","text":"set_raw_attr!\n\n\n\n\n\n","category":"function"},{"location":"booklet/3-attributes/#QUBODrivers.default_raw_attr","page":"Attribute System","title":"QUBODrivers.default_raw_attr","text":"default_raw_attr\n\n\n\n\n\n","category":"function"},{"location":"booklet/3-attributes/#An-advanced-example","page":"Attribute System","title":"An advanced example","text":"","category":"section"},{"location":"booklet/3-attributes/","page":"Attribute System","title":"Attribute System","text":"module SuperSampler\n\nimport QUBODrivers\nimport QUBODrivers: QUBOTools\nimport MathOptInterface as MOI\n\nQUBODrivers.@setup Optimizer begin\n name = \"Super Sampler\"\n version = v\"1.0.2\"\n attributes = begin\n NumberOfReads[\"num_reads\"]::Integer = 100_000\n SuperAttribute[\"super_attr\"]::String = \"super\"\n end\nend\n\nfunction MOI.set(sampler::Optimizer, attr::raw_attr\"\", value)\n if !(value isa Integer)\n error(\"'num_reads' must be an integer\")\n else\n QUBODrivers.set_raw_attr!(sampler, attr, value)\n end\n\n return nothing\nend\n\nfunction MOI.set(sampler::Optimizer, attr::raw_attr\"super_attr\", value)\n if !(value isa AbstractString)\n error(\"'super_attr' must be a string\")\n elseif !(value ∈ (\"super\", \"ultra\", \"mega\"))\n error(\"'super_attr' must be one of the following: 'super', 'ultra', 'mega'\")\n else\n QUBODrivers.set_raw_attr!(sampler, attr, value)\n end\n\n return nothing\nend\n\nend # SuperSampler module","category":"page"},{"location":"manual/1-intro/#Introduction","page":"Introduction","title":"Introduction","text":"","category":"section"},{"location":"manual/1-intro/#QUBO","page":"Introduction","title":"QUBO","text":"","category":"section"},{"location":"manual/1-intro/","page":"Introduction","title":"Introduction","text":"An optimization problem is in its QUBO form if it is written as","category":"page"},{"location":"manual/1-intro/","page":"Introduction","title":"Introduction","text":"beginarrayrl\n min alpha left mathbfxmathbfQmathbfx + mathbfellmathbfx + beta right \n textst mathbfx in S cong mathbbB^n\nendarray","category":"page"},{"location":"manual/1-intro/","page":"Introduction","title":"Introduction","text":"with linear terms mathbfell in mathbbR^n and quadratic mathbfQ in mathbbR^n times n. alpha beta in mathbbR are, respectively, the scaling and offset factors.","category":"page"},{"location":"manual/1-intro/","page":"Introduction","title":"Introduction","text":"The MOI-JuMP optimizers defined using the QUBODrivers.AbstractSampler{T} <: MOI.AbstractOptimizer interface only support models given in the QUBO form. QUBODrivers.jl employs QUBOTools on many tasks involving data management and querying. It is worth taking a look at QUBOTool's docs.","category":"page"},{"location":"manual/1-intro/#Table-of-Contents","page":"Introduction","title":"Table of Contents","text":"","category":"section"},{"location":"manual/1-intro/","page":"Introduction","title":"Introduction","text":"Pages = [\"2-solve.md\", \"3-samplers.md\", \"4-setup.md\", \"5-tests.md\", \"6-benchmarks.md\"]\nDepth = 2","category":"page"}] +} diff --git a/dev/siteinfo.js b/dev/siteinfo.js new file mode 100644 index 0000000..3343491 --- /dev/null +++ b/dev/siteinfo.js @@ -0,0 +1 @@ +var DOCUMENTER_CURRENT_VERSION = "dev"; diff --git a/index.html b/index.html new file mode 100644 index 0000000..1a6cc11 --- /dev/null +++ b/index.html @@ -0,0 +1,2 @@ + + diff --git a/versions.js b/versions.js new file mode 100644 index 0000000..4ec0f8f --- /dev/null +++ b/versions.js @@ -0,0 +1,5 @@ +var DOC_VERSIONS = [ + "dev", +]; +var DOCUMENTER_NEWEST = "dev"; +var DOCUMENTER_STABLE = "dev";