diff --git a/.gitignore b/.gitignore index 44614da..a3b4e8a 100644 --- a/.gitignore +++ b/.gitignore @@ -11,3 +11,4 @@ /Manifest.toml /docs/Manifest.toml #/docs/build/ +/docs/build/ diff --git a/docs/Project.toml b/docs/Project.toml index 589dc0e..fe9893a 100644 --- a/docs/Project.toml +++ b/docs/Project.toml @@ -1,3 +1,4 @@ [deps] Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4" ParallelPlots = "79f8b2c9-78a2-4289-b087-49f7cf65a4c9" +DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" diff --git a/docs/build/assets/documenter.js b/docs/build/assets/documenter.js deleted file mode 100644 index 6adfbbb..0000000 --- a/docs/build/assets/documenter.js +++ /dev/null @@ -1,331 +0,0 @@ -// Generated by Documenter.jl -requirejs.config({ - paths: { - 'highlight-julia': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.5.1/languages/julia.min', - 'headroom': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/headroom.min', - 'jqueryui': 'https://cdnjs.cloudflare.com/ajax/libs/jqueryui/1.12.1/jquery-ui.min', - 'katex-auto-render': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.13.24/contrib/auto-render.min', - 'jquery': 'https://cdnjs.cloudflare.com/ajax/libs/jquery/3.6.0/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/0.13.24/katex.min', - 'highlight': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.5.1/highlight.min', - 'highlight-julia-repl': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.5.1/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([], function() { -function addCopyButtonCallbacks() { - for (const el of document.getElementsByTagName("pre")) { - const button = document.createElement("button"); - button.classList.add("copy-button", "fas", "fa-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-times"); - 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-times"); - }, 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() { - $('#documenter .docs-navbar').headroom({ - "tolerance": {"up": 10, "down": 10}, - }); -}) - -}) -//////////////////////////////////////////////////////////////////////////////// -require(['jquery'], function($) { - -// 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 - $(document).keyup(function(e) { - if (e.keyCode == 27) settings.removeClass('is-active'); - }); -}); - -}) -//////////////////////////////////////////////////////////////////////////////// -require(['jquery'], function($) { - -// 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 = $("#documenter .docs-menu .is-active").get(0); - if(typeof active !== 'undefined') { - sidebar.scrollTop = active.offsetTop - sidebar.offsetTop - 15; - } -}) - -}) -//////////////////////////////////////////////////////////////////////////////// -require(['jquery'], function($) { - -function set_theme(theme) { - var active = null; - var disabled = []; - for (var i = 0; i < document.styleSheets.length; i++) { - var ss = document.styleSheets[i]; - var themename = ss.ownerNode.getAttribute("data-theme-name"); - if(themename === null) continue; // ignore non-theme stylesheets - // Find the active theme - if(themename === theme) active = ss; - else disabled.push(ss); - } - if(active !== null) { - active.disabled = false; - if(active.ownerNode.getAttribute("data-theme-primary") === null) { - document.getElementsByTagName('html')[0].className = "theme--" + theme; - } else { - document.getElementsByTagName('html')[0].className = ""; - } - disabled.forEach(function(ss){ - ss.disabled = true; - }); - } - - // Store the theme in localStorage - if(typeof(window.localStorage) !== "undefined") { - window.localStorage.setItem("documenter-theme", theme); - } else { - console.error("Browser does not support window.localStorage"); - } -} - -// Theme picker setup -$(document).ready(function() { - // onchange callback - $('#documenter-themepicker').change(function themepick_callback(ev){ - var themename = $('#documenter-themepicker option:selected').attr('value'); - set_theme(themename); - }); - - // 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); - }) - } else { - $('#documenter-themepicker option').each(function(i,e) { - e.selected = $("html").hasClass(`theme--${e.value}`); - }) - } - } -}) - -}) -//////////////////////////////////////////////////////////////////////////////// -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 = $(""); - version_selector_select.append(option); - } else { - var option = existing_versions[existing_id]; - option.value = version_url; - option.disabled = false; - } - }); - } - - // only show the version selector if the selector has been populated - if (version_selector_select.children("option").length > 0) { - version_selector.toggleClass("visible"); - } -}) - -}) diff --git a/docs/build/assets/search.js b/docs/build/assets/search.js deleted file mode 100644 index c133f74..0000000 --- a/docs/build/assets/search.js +++ /dev/null @@ -1,267 +0,0 @@ -// Generated by Documenter.jl -requirejs.config({ - paths: { - 'lunr': 'https://cdnjs.cloudflare.com/ajax/libs/lunr.js/2.3.9/lunr.min', - 'lodash': 'https://cdnjs.cloudflare.com/ajax/libs/lodash.js/4.17.21/lodash.min', - 'jquery': 'https://cdnjs.cloudflare.com/ajax/libs/jquery/3.6.0/jquery.min', - } -}); -//////////////////////////////////////////////////////////////////////////////// -require(['jquery', 'lunr', 'lodash'], function($, lunr, _) { - -$(document).ready(function() { - // parseUri 1.2.2 - // (c) Steven Levithan - // MIT License - function parseUri (str) { - var o = parseUri.options, - m = o.parser[o.strictMode ? "strict" : "loose"].exec(str), - uri = {}, - i = 14; - - while (i--) uri[o.key[i]] = m[i] || ""; - - uri[o.q.name] = {}; - uri[o.key[12]].replace(o.q.parser, function ($0, $1, $2) { - if ($1) uri[o.q.name][$1] = $2; - }); - - return uri; - }; - parseUri.options = { - strictMode: false, - key: ["source","protocol","authority","userInfo","user","password","host","port","relative","path","directory","file","query","anchor"], - q: { - name: "queryKey", - parser: /(?:^|&)([^&=]*)=?([^&]*)/g - }, - parser: { - strict: /^(?:([^:\/?#]+):)?(?:\/\/((?:(([^:@]*)(?::([^:@]*))?)?@)?([^:\/?#]*)(?::(\d*))?))?((((?:[^?#\/]*\/)*)([^?#]*))(?:\?([^#]*))?(?:#(.*))?)/, - loose: /^(?:(?![^:@]+:[^:@\/]*@)([^:\/?#.]+):)?(?:\/\/)?((?:(([^:@]*)(?::([^:@]*))?)?@)?([^:\/?#]*)(?::(\d*))?)(((\/(?:[^?#](?![^?#\/]*\.[^?#\/.]+(?:[?#]|$)))*\/?)?([^?#\/]*))(?:\?([^#]*))?(?:#(.*))?)/ - } - }; - - $("#search-form").submit(function(e) { - e.preventDefault() - }) - - // list below is the lunr 2.1.3 list minus the intersect with names(Base) - // (all, any, get, in, is, only, which) and (do, else, for, let, where, while, with) - // ideally we'd just filter the original list but it's not available as a variable - lunr.stopWordFilter = lunr.generateStopWordFilter([ - 'a', - 'able', - 'about', - 'across', - 'after', - 'almost', - 'also', - 'am', - 'among', - 'an', - 'and', - 'are', - 'as', - 'at', - 'be', - 'because', - 'been', - 'but', - 'by', - 'can', - 'cannot', - 'could', - 'dear', - 'did', - 'does', - 'either', - 'ever', - 'every', - 'from', - 'got', - 'had', - 'has', - 'have', - 'he', - 'her', - 'hers', - 'him', - 'his', - 'how', - 'however', - 'i', - 'if', - 'into', - 'it', - 'its', - 'just', - 'least', - 'like', - 'likely', - 'may', - 'me', - 'might', - 'most', - 'must', - 'my', - 'neither', - 'no', - 'nor', - 'not', - 'of', - 'off', - 'often', - 'on', - 'or', - 'other', - 'our', - 'own', - 'rather', - 'said', - 'say', - 'says', - 'she', - 'should', - 'since', - 'so', - 'some', - 'than', - 'that', - 'the', - 'their', - 'them', - 'then', - 'there', - 'these', - 'they', - 'this', - 'tis', - 'to', - 'too', - 'twas', - 'us', - 'wants', - 'was', - 'we', - 'were', - 'what', - 'when', - 'who', - 'whom', - 'why', - 'will', - 'would', - 'yet', - 'you', - 'your' - ]) - - // add . as a separator, because otherwise "title": "Documenter.Anchors.add!" - // would not find anything if searching for "add!", only for the entire qualification - lunr.tokenizer.separator = /[\s\-\.]+/ - - // custom trimmer that doesn't strip @ and !, which are used in julia macro and function names - lunr.trimmer = function (token) { - return token.update(function (s) { - return s.replace(/^[^a-zA-Z0-9@!]+/, '').replace(/[^a-zA-Z0-9@!]+$/, '') - }) - } - - lunr.Pipeline.registerFunction(lunr.stopWordFilter, 'juliaStopWordFilter') - lunr.Pipeline.registerFunction(lunr.trimmer, 'juliaTrimmer') - - var index = lunr(function () { - this.ref('location') - this.field('title',{boost: 100}) - this.field('text') - documenterSearchIndex['docs'].forEach(function(e) { - this.add(e) - }, this) - }) - var store = {} - - documenterSearchIndex['docs'].forEach(function(e) { - store[e.location] = {title: e.title, category: e.category, page: e.page} - }) - - $(function(){ - searchresults = $('#documenter-search-results'); - searchinfo = $('#documenter-search-info'); - searchbox = $('#documenter-search-query'); - searchform = $('.docs-search'); - sidebar = $('.docs-sidebar'); - function update_search(querystring) { - tokens = lunr.tokenizer(querystring) - results = index.query(function (q) { - tokens.forEach(function (t) { - q.term(t.toString(), { - fields: ["title"], - boost: 100, - usePipeline: true, - editDistance: 0, - wildcard: lunr.Query.wildcard.NONE - }) - q.term(t.toString(), { - fields: ["title"], - boost: 10, - usePipeline: true, - editDistance: 2, - wildcard: lunr.Query.wildcard.NONE - }) - q.term(t.toString(), { - fields: ["text"], - boost: 1, - usePipeline: true, - editDistance: 0, - wildcard: lunr.Query.wildcard.NONE - }) - }) - }) - searchinfo.text("Number of results: " + results.length) - searchresults.empty() - results.forEach(function(result) { - data = store[result.ref] - link = $(''+data.title+'') - link.attr('href', documenterBaseURL+'/'+result.ref) - if (data.category != "page"){ - cat = $('('+data.category+', '+data.page+')') - } else { - cat = $('('+data.category+')') - } - li = $('
  • ').append(link).append(" ").append(cat) - searchresults.append(li) - }) - } - - function update_search_box() { - querystring = searchbox.val() - update_search(querystring) - } - - searchbox.keyup(_.debounce(update_search_box, 250)) - searchbox.change(update_search_box) - - // Disable enter-key form submission for the searchbox on the search page - // and just re-run search rather than refresh the whole page. - searchform.keypress( - function(event){ - if (event.which == '13') { - if (sidebar.hasClass('visible')) { - sidebar.removeClass('visible'); - } - update_search_box(); - event.preventDefault(); - } - } - ); - - search_query_uri = parseUri(window.location).queryKey["q"] - if(search_query_uri !== undefined) { - search_query = decodeURIComponent(search_query_uri.replace(/\+/g, '%20')) - searchbox.val(search_query) - } - update_search_box(); - }) -}) - -}) diff --git a/docs/build/assets/themes/documenter-dark.css b/docs/build/assets/themes/documenter-dark.css deleted file mode 100644 index c94a294..0000000 --- a/docs/build/assets/themes/documenter-dark.css +++ /dev/null @@ -1,7 +0,0 @@ -@keyframes spinAround{from{transform:rotate(0deg)}to{transform:rotate(359deg)}}html.theme--documenter-dark .tabs,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 .breadcrumb,html.theme--documenter-dark .file,html.theme--documenter-dark .button,.is-unselectable,html.theme--documenter-dark .modal-close,html.theme--documenter-dark .delete{-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 .message:not(:last-child),html.theme--documenter-dark .list:not(:last-child),html.theme--documenter-dark .level:not(:last-child),html.theme--documenter-dark .breadcrumb:not(:last-child),html.theme--documenter-dark .highlight:not(:last-child),html.theme--documenter-dark .block:not(:last-child),html.theme--documenter-dark .title:not(:last-child),html.theme--documenter-dark .subtitle:not(:last-child),html.theme--documenter-dark .table-container:not(:last-child),html.theme--documenter-dark .table:not(:last-child),html.theme--documenter-dark .progress:not(:last-child),html.theme--documenter-dark .notification:not(:last-child),html.theme--documenter-dark .content:not(:last-child),html.theme--documenter-dark .box:not(:last-child){margin-bottom:1.5rem}html.theme--documenter-dark .modal-close,html.theme--documenter-dark .delete{-moz-appearance:none;-webkit-appearance:none;background-color:rgba(10,10,10,0.2);border:none;border-radius:290486px;cursor:pointer;pointer-events:auto;display:inline-block;flex-grow:0;flex-shrink:0;font-size:0;height:20px;max-height:20px;max-width:20px;min-height:20px;min-width:20px;outline:none;position:relative;vertical-align:top;width:20px}html.theme--documenter-dark .modal-close::before,html.theme--documenter-dark .delete::before,html.theme--documenter-dark .modal-close::after,html.theme--documenter-dark .delete::after{background-color:#fff;content:"";display:block;left:50%;position:absolute;top:50%;transform:translateX(-50%) translateY(-50%) rotate(45deg);transform-origin:center center}html.theme--documenter-dark .modal-close::before,html.theme--documenter-dark .delete::before{height:2px;width:50%}html.theme--documenter-dark .modal-close::after,html.theme--documenter-dark .delete::after{height:50%;width:2px}html.theme--documenter-dark .modal-close:hover,html.theme--documenter-dark .delete:hover,html.theme--documenter-dark .modal-close:focus,html.theme--documenter-dark .delete:focus{background-color:rgba(10,10,10,0.3)}html.theme--documenter-dark .modal-close:active,html.theme--documenter-dark .delete:active{background-color:rgba(10,10,10,0.4)}html.theme--documenter-dark .is-small.modal-close,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.modal-close,html.theme--documenter-dark .is-small.delete,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.delete{height:16px;max-height:16px;max-width:16px;min-height:16px;min-width:16px;width:16px}html.theme--documenter-dark .is-medium.modal-close,html.theme--documenter-dark .is-medium.delete{height:24px;max-height:24px;max-width:24px;min-height:24px;min-width:24px;width:24px}html.theme--documenter-dark .is-large.modal-close,html.theme--documenter-dark .is-large.delete{height:32px;max-height:32px;max-width:32px;min-height:32px;min-width:32px;width:32px}html.theme--documenter-dark .control.is-loading::after,html.theme--documenter-dark .select.is-loading::after,html.theme--documenter-dark .loader,html.theme--documenter-dark .button.is-loading::after{animation:spinAround 500ms infinite linear;border:2px solid #dbdee0;border-radius:290486px;border-right-color:transparent;border-top-color:transparent;content:"";display:block;height:1em;position:relative;width:1em}html.theme--documenter-dark .hero-video,html.theme--documenter-dark .modal-background,html.theme--documenter-dark .modal,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 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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:#ecf0f1}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:transparent;box-shadow:none}html.theme--documenter-dark .button.is-dark.is-inverted,html.theme--documenter-dark .content kbd.button.is-inverted{background-color:#ecf0f1;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 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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 #ecf0f1 #ecf0f1 !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 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.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:#ecf0f1;box-shadow:none;color:#ecf0f1}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 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form.docs-search>input.button{border-radius:290486px;padding-left:1em;padding-right:1em}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:0.5rem}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){border-radius:3px;font-size:.85em}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 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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 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.pagination.is-rounded .pagination-previous,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.pagination .pagination-previous,html.theme--documenter-dark .pagination.is-rounded .pagination-next,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.pagination .pagination-next{padding-left:1em;padding-right:1em;border-radius:290486px}html.theme--documenter-dark .pagination.is-rounded .pagination-link,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.pagination .pagination-link{border-radius:290486px}html.theme--documenter-dark .pagination,html.theme--documenter-dark .pagination-list{align-items:center;display:flex;justify-content:center;text-align:center}html.theme--documenter-dark .pagination-previous,html.theme--documenter-dark .pagination-next,html.theme--documenter-dark .pagination-link,html.theme--documenter-dark 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    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/docs/build/index.html b/docs/build/index.html deleted file mode 100644 index 9e4febb..0000000 --- a/docs/build/index.html +++ /dev/null @@ -1,7 +0,0 @@ - -Home · ParallelPlots.jl
    Edit on GitHub

    ParallelPlots

    Documentation for ParallelPlots.

    ParallelPlots.create_parallel_coordinates_plot — Method
    create_parallel_coordinates_plot(data::DataFrame, normalize::Bool)
    • Julia version: 1.10.5

    Constructors

    ParallelPlots.create_parallel_coordinates_plot(data::DataFrame; normalize::Bool=false)

    Arguments

    • data::DataFrame:
    • normalize::Bool:

    Examples

    julia> ParallelPlots.create_parallel_coordinates_plot(DataFrame(height=160:180,weight=60:80,age=20:40))
-
-# If you want to normalize the Data, you can add the value normalized=true, default is false
-julia> ParallelPlots.create_parallel_coordinates_plot(DataFrame(height=160:180,weight=reverse(60:80),age=20:40),normalize=true)
-
-
    source
    diff --git a/docs/build/search/index.html b/docs/build/search/index.html deleted file mode 100644 index 40de9bf..0000000 --- a/docs/build/search/index.html +++ /dev/null @@ -1,2 +0,0 @@ - -Search · ParallelPlots.jl

    Loading search...

      diff --git a/docs/build/search_index.js b/docs/build/search_index.js deleted file mode 100644 index 7085665..0000000 --- a/docs/build/search_index.js +++ /dev/null @@ -1,3 +0,0 @@ -var documenterSearchIndex = {"docs": -[{"location":"","page":"Home","title":"Home","text":"CurrentModule = ParallelPlots","category":"page"},{"location":"#ParallelPlots","page":"Home","title":"ParallelPlots","text":"","category":"section"},{"location":"","page":"Home","title":"Home","text":"Documentation for ParallelPlots.","category":"page"},{"location":"","page":"Home","title":"Home","text":"","category":"page"},{"location":"","page":"Home","title":"Home","text":"Modules = [ParallelPlots]","category":"page"},{"location":"#ParallelPlots.create_parallel_coordinates_plot-Tuple{DataFrames.DataFrame}","page":"Home","title":"ParallelPlots.create_parallel_coordinates_plot","text":"create_parallel_coordinates_plot(data::DataFrame, normalize::Bool)\n\nJulia version: 1.10.5\n\nConstructors\n\nParallelPlots.create_parallel_coordinates_plot(data::DataFrame; normalize::Bool=false)\n\nArguments\n\ndata::DataFrame:\nnormalize::Bool:\n\nExamples\n\njulia> ParallelPlots.create_parallel_coordinates_plot(DataFrame(height=160:180,weight=60:80,age=20:40))\n\n# If you want to normalize the Data, you can add the value normalized=true, default is false\njulia> ParallelPlots.create_parallel_coordinates_plot(DataFrame(height=160:180,weight=reverse(60:80),age=20:40),normalize=true)\n\n\n\n\n\n\n\n","category":"method"}] -} diff --git a/docs/make.jl b/docs/make.jl index 7db5420..f87f371 100644 --- a/docs/make.jl +++ b/docs/make.jl @@ -1,23 +1,26 @@ using ParallelPlots using Documenter +using DataFrames DocMeta.setdocmeta!(ParallelPlots, :DocTestSetup, :(using ParallelPlots); recursive=true) makedocs(; modules=[ParallelPlots], - authors="Moritz Schelten ", - sitename="ParallelPlots.jl", + authors="Moritz Schelten , Leon Haufe ", + sitename="ParallelPlots", format=Documenter.HTML(; - canonical="https://moritz155.github.io/ParallelPlots.jl", + canonical="https://moritz155.github.io/ParallelPlots", edit_link="main", assets=String[], ), pages=[ "Home" => "index.md", + "Getting started" => "getting_started.md", + "Functions" => "functions.md", ], ) deploydocs(; - repo="github.com/moritz155/ParallelPlots.jl", + repo="github.com/moritz155/ParallelPlots", devbranch="main", ) diff --git a/docs/src/functions.md b/docs/src/functions.md new file mode 100644 index 0000000..d77aa9d --- /dev/null +++ b/docs/src/functions.md @@ -0,0 +1,18 @@ + + +## Public API + +```@autodocs +Modules = [ParallelPlots] +Private = false +Order = [:function, :type] +``` + +## Internal API +```@index +``` +```@autodocs +Modules = [ParallelPlots] +Public = false +Order = [:function, :type] +``` \ No newline at end of file diff --git a/docs/src/getting_started.md b/docs/src/getting_started.md new file mode 100644 index 0000000..4d634a3 --- /dev/null +++ b/docs/src/getting_started.md @@ -0,0 +1,87 @@ + +# Getting Started + +## Install Dependencies & Use ParallelPlots +### Script/REPL +`Pkg> add https://github.com/moritz155/ParallelPlots` +### Notebook +``` +using Pkg +Pkg.add(url="https://github.com/moritz155/ParallelPlots") +using ParallelPlots +``` +## Usage +### Available Parameter + +| Parameter | Default | Example | Description | +|-------------------|----------|------------------------------------|------------------------------------------------------------------------------------------------------------------------| +| title::String | "" | title="My Title" | The Title of The Figure, | +| colormap | :viridis | colormap=:thermal | The Colors of the [Lines](https://docs.makie.org/dev/explanations/colors) | +| color_feature | nothing | color_feature="weight" | The Color of the Lines will be based on the values of this selected feature. If nothing, the last feature will be used | +| feature_labels | nothing | feature_labels=["Weight","Age"] | Add your own Axis labels, just use the exact amount of labes as you have axis | +| feature_selection | nothing | feature_selection=["weight","age"] | Select, which features should be Displayed. If color_feature is not in this List, use the last one | +| curve | false | curve=true | Show the Lines Curved | +| show_color_legend | nothing | show_color_legend=true | Show the Color Legend. If parameter not set & color_feature not shown, it will be displayed automaticly | + + +### Examples +``` +julia> using ParallelPlots +julia> parallelplot(DataFrame(height=160:180,weight=60:80,age=20:40)) +``` +``` +# If you want to set the size of the plot (default width:800, height:600) +julia> parallelplot( DataFrame(height=160:180,weight=60:80,age=20:40), figure = (resolution = (300, 300),) ) +``` +``` +# You can update as well the Graph with Observables +julia> df_observable = Observable(DataFrame(height=160:180,weight=60:80,age=20:40)) +julia> fig, ax, sc = parallelplot(df_observable) +``` +``` +# If you want to add a Title for the Figure, sure you can! +julia> parallelplot(DataFrame(height=160:180,weight=reverse(60:80),age=20:40),title="My Title") +``` +``` +# If you want to specify the axis labels, make sure to use the same number of labels as you have axis! +julia> parallelplot(DataFrame(height=160:180,weight=reverse(60:80),age=20:40), feature_labels=["Height","Weight","Age"]) +``` +``` +# Adjust Color and and feature +parallelplot(df, + # You choose which axis/feature should be in charge for the coloring + color_feature="weight", + # you can as well select, which Axis should be shown + feature_selection=["height","age","income"], + # and label them as you like + feature_labels=["Height","Age","Income"], + # you can change the ColorMap (https://docs.makie.org/dev/explanations/colors) + colormap=:thermal, + # ...and can choose to display the color legend. + # If this Attribute is not set, + # it will only show the ColorBar, when the color feature is not in the selected feature + show_color_legend = true + ) +``` + +## Working on ParallelPlots / Cheatsheet +1. Using ParallelPlots + * Moving to the project folder + * `julia --project` + * You will see `julia>` + * To move to the pkg, type in `]` + + +2. Running commands + * Adding external Dependencies + - `(ParallelPlots) pkg>add 'DepName'` + * Run Tests to check if ParallelPlots is still working as intended + - `(ParallelPlots) pkg>test` + * Build + - `(ParallelPlots) pkg>build` + * Precompile + - `(ParallelPlots) pkg>precompile` + + + + diff --git a/docs/src/index.md b/docs/src/index.md index 1943221..71e963d 100644 --- a/docs/src/index.md +++ b/docs/src/index.md @@ -1,14 +1,13 @@ -```@meta -CurrentModule = ParallelPlots -``` - # ParallelPlots -Documentation for [ParallelPlots](https://github.com/moritz155/ParallelPlots.jl). +[![Stable](https://img.shields.io/badge/docs-stable-blue.svg)](https://moritz155.github.io/ParallelPlots/stable/) +[![Dev](https://img.shields.io/badge/docs-dev-blue.svg)](https://moritz155.github.io/ParallelPlots/dev/) +[![Build Status](https://github.com/moritz155/ParallelPlots/actions/workflows/CI.yml/badge.svg?branch=main)](https://github.com/moritz155/ParallelPlots/actions/workflows/CI.yml?query=branch%3Amain) +[![Coverage](https://codecov.io/gh/moritz155/ParallelPlots/branch/main/graph/badge.svg)](https://codecov.io/gh/moritz155/ParallelPlots) -```@index -``` +## General +This Project is for the TU-Berlin Course "Julia Programming for Machine Learning" +Please make sure, that Julia `1.10` is used! -```@autodocs -Modules = [ParallelPlots] -``` +This Module will return you a nice Scene you can use to display your Data with [Parallel Coordinates](https://en.wikipedia.org/wiki/Parallel_coordinates) +![Parallel Plot Image](https://raw.githubusercontent.com/moritz155/ParallelPlots/refs/heads/main/test/projectile_simulation.png) diff --git a/src/ParallelPlots.jl b/src/ParallelPlots.jl index 418b53d..454ecf6 100644 --- a/src/ParallelPlots.jl +++ b/src/ParallelPlots.jl @@ -4,7 +4,19 @@ using CairoMakie: Makie, Axis, Colorbar, Point2f, Point2, text!, lines!, empty!, using DataFrames: DataFrame, names, eachcol, size, minimum, maximum +""" + + input_data_check(data::DataFrame) +checks the Input Data if the size is correct and no missing values are available + +### Input: +- DataFrame +### Output: +- none +### Trows +Throws error on wrong DF +""" function input_data_check(data::DataFrame) if isnothing(data) throw(ArgumentError("Data cannot be nothing")) @@ -24,16 +36,14 @@ end """ -# Constructors -```julia -ParallelPlot(data::DataFrame, _Arguments_) -``` + parallelplot(data::DataFrame, _Arguments_) + # Arguments | Parameter | Default | Example | Description | |-------------------|----------|------------------------------------|------------------------------------------------------------------------------------------------------------------------| -| title::String | "" | title="My Title" | The Title of The Figure, | +| title | "" | title="My Title" | The Title of The Figure, | | colormap | :viridis | colormap=:thermal | The Colors of the [Lines](https://docs.makie.org/dev/explanations/colors) | | color_feature | nothing | color_feature="weight" | The Color of the Lines will be based on the values of this selected feature. If nothing, the last feature will be used | | feature_labels | nothing | feature_labels=["Weight","Age"] | Add your own Axis labels, just use the exact amount of labes as you have axis | @@ -43,23 +53,34 @@ ParallelPlot(data::DataFrame, _Arguments_) # Examples -```@example -julia> using ParallelPlots -julia> parallelplot(DataFrame(height=160:180,weight=60:80,age=20:40)) +```jldoctest +julia> using DataFrames + +julia> fig, ax, sc = parallelplot(DataFrame(height=160:180,weight=60:80,age=20:40)) +FigureAxisPlot() +julia> display(fig) +CairoMakie.Screen{IMAGE} +``` + +```@example # If you want to set the size of the plot julia> parallelplot( DataFrame(height=160:180,weight=60:80,age=20:40), figure = (resolution = (300, 300),) ) - +``` +``` # You can update as well the Graph with Observables julia> df_observable = Observable(DataFrame(height=160:180,weight=60:80,age=20:40)) julia> fig, ax, sc = parallelplot(df_observable) - +``` +``` # If you want to add a Title for the Figure, sure you can! julia> parallelplot(DataFrame(height=160:180,weight=reverse(60:80),age=20:40),title="My Title") - +``` +``` # If you want to specify the axis labels, make sure to use the same number of labels as you have axis! julia> parallelplot(DataFrame(height=160:180,weight=reverse(60:80),age=20:40), feature_labels=["Height","Weight","Age"]) - +``` +``` # Adjust Color and and feature parallelplot(df, # You choose which axis/feature should be in charge for the coloring @@ -236,6 +257,19 @@ function Makie.plot!(pp::ParallelPlot) pp end + +""" + + get_color_col(pp::ParallelPlot, data::DataFrame) :: AbstractString + +get the name of the Column, on which the Color should be dependent + +### Input: +- pp::ParallelPlot +- data::DataFrame +### Output: +- AbstractString +""" function get_color_col(pp::ParallelPlot, data::DataFrame) :: AbstractString color_col = if isnothing(pp.color_feature[]) # check if colorFeature is set # Its not Set, use the last feature @@ -256,7 +290,21 @@ function get_color_col(pp::ParallelPlot, data::DataFrame) :: AbstractString return color_col end -# Calculates the Color for the colorfeature +""" + + calculate_color(pp::ParallelPlot, data::DataFrame) :: Tuple{AbstractString, Vector{Real}, Real, Real} + +Calculates the Color values for the Lines + +### Input: +- pp::ParallelPlot +- data::DataFrame +### Output: +- color_col result of `get_color_col` +- color_values The List of Values of the `color_col`. Needed to calculate the Color for each Line +- color_min The min value of `color_values`. To Calculate the ColorRange +- color_max The max value of `color_values`. To Calculate the ColorRange +""" function calculate_color(pp::ParallelPlot, data::DataFrame) :: Tuple{AbstractString, Vector{Real}, Real, Real} color_col = get_color_col(pp, data) color_values = data[:,color_col] # Get all values for selected feature @@ -267,9 +315,17 @@ function calculate_color(pp::ParallelPlot, data::DataFrame) :: Tuple{AbstractStr end -# COLOR FEATURE -# If set, use the setted value -# Show, when color_feature is not in feature_selection +""" + + show_color_legend!(pp) :: Bool + +Returns Boolean if the Color Legend/Bar on the right should be shown + +### Input: +- pp::ParallelPlot +### Output: +- boolean if `show_color_legend` from the Arguments is set, return this value. Else show, when color_feature is not in feature_selection +""" function show_color_legend!(pp) :: Bool if pp.show_color_legend[] == true return true @@ -282,7 +338,29 @@ function show_color_legend!(pp) :: Bool end end -# Draw lines connecting points for each row + +""" + + draw_lines( + scene, + pp, + data, + width::Number, + height::Number, + offset::Number, + limits, + numberFeatures::Number, + sampleSize::Number, + parsed_data, + color_values, + color_min, + color_max + ) + +Function to Draw the Lines connecting the Values on each Axis into the Plot + + +""" function draw_lines( scene, pp, @@ -343,6 +421,20 @@ function draw_lines( end end +""" + draw_axis( + scene, + width::Number, + height::Number, + offset::Number, + limits, + labels, + numberFeatures::Number, + ) + +Draws the Axis/Feature vertical Axis Lines on the given Scene + +""" function draw_axis( scene, width::Number, @@ -388,37 +480,54 @@ function draw_axis( end -# Creates an Axis on top of each feature/axis +""" + + axis_title!( + scene, + endpoints::Observable, + title::String; + titlegap = Observable(4.0f0), + ) + +This Function will create the Axis Label for a Axis + +""" function axis_title!( - topscene, + scene, endpoints::Observable, title::String; titlegap = Observable(4.0f0), ) + # calculate the Position titlepos = lift(endpoints, titlegap) do a, titlegap x = a[1][1] y = a[2][2] + titlegap Point2(x, y) end - titlet = text!( - topscene, + # create the Title + text!( + scene, title, position = titlepos, - #visible = - #fontsize = align = (:center, :bottom), - #font = - #color = space = :data, - #show_axis=false, inspectable = false, ) end -# Interpolates between the x and y point -# Inputs a x value -# Outputs a y value + +""" + interpolate(last_x::Float64, current_x::Float64, last_y::Float64, current_y::Float64, x::Float64) + +Interpolates the Y Value between the given current/last(x/y) point with the given x value. + +### Input: +- old and New Coordinate (x/y Value) +- current x Value +### Output: +- current, interpolated y Value +""" function interpolate(last_x::Float64, current_x::Float64, last_y::Float64, current_y::Float64, x::Float64) # calculate the % of Pi related to x between two x points