From 64daaf6e308e790af795e9455225099245feb845 Mon Sep 17 00:00:00 2001 From: Anton Angelgardt Date: Tue, 21 May 2024 00:36:51 +0300 Subject: [PATCH] deploy 0.0.1:6 --- book/_book/debug_chapter.html | 4 +- .../figure-html/fig-huge-chunk-1.png | Bin 119178 -> 119276 bytes book/_book/index.html | 4 +- book/_book/r-intro.html | 12 +- .../figure-html/fig-n-pkgs-1.png | Bin 74042 -> 74334 bytes book/_book/references.html | 2 +- book/_book/search.json | 706 +- .../crosstalk-1.2.1/css/crosstalk.min.css | 1 - .../site_libs/crosstalk-1.2.1/js/crosstalk.js | 1474 --- .../crosstalk-1.2.1/js/crosstalk.js.map | 37 - .../crosstalk-1.2.1/js/crosstalk.min.js | 2 - .../crosstalk-1.2.1/js/crosstalk.min.js.map | 1 - .../crosstalk-1.2.1/scss/crosstalk.scss | 75 - .../htmlwidgets-1.6.2/htmlwidgets.js | 901 -- .../site_libs/jquery-3.5.1/jquery-AUTHORS.txt | 357 - book/_book/site_libs/jquery-3.5.1/jquery.js | 10872 ---------------- .../site_libs/jquery-3.5.1/jquery.min.js | 2 - .../site_libs/jquery-3.5.1/jquery.min.map | 1 - 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/dev/null @@ -1 +0,0 @@ -(function(global){"use strict";var undefined=void 0;var MAX_ARRAY_LENGTH=1e5;function Type(v){switch(typeof v){case"undefined":return"undefined";case"boolean":return"boolean";case"number":return"number";case"string":return"string";default:return v===null?"null":"object"}}function Class(v){return Object.prototype.toString.call(v).replace(/^\[object *|\]$/g,"")}function IsCallable(o){return typeof o==="function"}function ToObject(v){if(v===null||v===undefined)throw TypeError();return Object(v)}function ToInt32(v){return v>>0}function ToUint32(v){return v>>>0}var LN2=Math.LN2,abs=Math.abs,floor=Math.floor,log=Math.log,max=Math.max,min=Math.min,pow=Math.pow,round=Math.round;(function(){var orig=Object.defineProperty;var dom_only=!function(){try{return Object.defineProperty({},"x",{})}catch(_){return false}}();if(!orig||dom_only){Object.defineProperty=function(o,prop,desc){if(orig)try{return orig(o,prop,desc)}catch(_){}if(o!==Object(o))throw 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packF64(v){return packIEEE754(v,11,52)}function unpackF32(b){return unpackIEEE754(b,8,23)}function packF32(v){return packIEEE754(v,8,23)}(function(){function ArrayBuffer(length){length=ToInt32(length);if(length<0)throw RangeError("ArrayBuffer size is not a small enough positive integer.");Object.defineProperty(this,"byteLength",{value:length});Object.defineProperty(this,"_bytes",{value:Array(length)});for(var i=0;i=1&&Type(arguments[0])==="object"&&arguments[0]instanceof $TypedArray$){return function(typedArray){if(this.constructor!==typedArray.constructor)throw TypeError();var byteLength=typedArray.length*this.BYTES_PER_ELEMENT;Object.defineProperty(this,"buffer",{value:new ArrayBuffer(byteLength)});Object.defineProperty(this,"byteLength",{value:byteLength});Object.defineProperty(this,"byteOffset",{value:0});Object.defineProperty(this,"length",{value:typedArray.length});for(var i=0;i=1&&Type(arguments[0])==="object"&&!(arguments[0]instanceof $TypedArray$)&&!(arguments[0]instanceof 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range")}byteOffset=this.byteOffset+offset*this.BYTES_PER_ELEMENT;byteLength=array.length*this.BYTES_PER_ELEMENT;if(array.buffer===this.buffer){tmp=[];for(i=0,s=array.byteOffset;ithis.length){throw RangeError("Offset plus length of array is out of range")}for(i=0;imax?max:v}start=ToInt32(start);end=ToInt32(end);if(arguments.length<1){start=0}if(arguments.length<2){end=this.length}if(start<0){start=this.length+start}if(end<0){end=this.length+end}start=clamp(start,0,this.length);end=clamp(end,0,this.length);var len=end-start;if(len<0){len=0}return new this.constructor(this.buffer,this.byteOffset+start*this.BYTES_PER_ELEMENT,len)}});function makeTypedArray(elementSize,pack,unpack){var TypedArray=function(){Object.defineProperty(this,"constructor",{value:TypedArray});$TypedArray$.apply(this,arguments);makeArrayAccessors(this)};if("__proto__"in TypedArray){TypedArray.__proto__=$TypedArray$}else{TypedArray.from=$TypedArray$.from;TypedArray.of=$TypedArray$.of}TypedArray.BYTES_PER_ELEMENT=elementSize;var TypedArrayPrototype=function(){};TypedArrayPrototype.prototype=$TypedArrayPrototype$;TypedArray.prototype=new TypedArrayPrototype;Object.defineProperty(TypedArray.prototype,"BYTES_PER_ELEMENT",{value:elementSize});Object.defineProperty(TypedArray.prototype,"_pack",{value:pack});Object.defineProperty(TypedArray.prototype,"_unpack",{value:unpack});return TypedArray}var Int8Array=makeTypedArray(1,packI8,unpackI8);var Uint8Array=makeTypedArray(1,packU8,unpackU8);var Uint8ClampedArray=makeTypedArray(1,packU8Clamped,unpackU8);var Int16Array=makeTypedArray(2,packI16,unpackI16);var Uint16Array=makeTypedArray(2,packU16,unpackU16);var Int32Array=makeTypedArray(4,packI32,unpackI32);var Uint32Array=makeTypedArray(4,packU32,unpackU32);var Float32Array=makeTypedArray(4,packF32,unpackF32);var Float64Array=makeTypedArray(8,packF64,unpackF64);global.Int8Array=global.Int8Array||Int8Array;global.Uint8Array=global.Uint8Array||Uint8Array;global.Uint8ClampedArray=global.Uint8ClampedArray||Uint8ClampedArray;global.Int16Array=global.Int16Array||Int16Array;global.Uint16Array=global.Uint16Array||Uint16Array;global.Int32Array=global.Int32Array||Int32Array;global.Uint32Array=global.Uint32Array||Uint32Array;global.Float32Array=global.Float32Array||Float32Array;global.Float64Array=global.Float64Array||Float64Array})();(function(){function r(array,index){return IsCallable(array.get)?array.get(index):array[index]}var IS_BIG_ENDIAN=function(){var u16array=new Uint16Array([4660]),u8array=new Uint8Array(u16array.buffer);return r(u8array,0)===18}();function DataView(buffer,byteOffset,byteLength){if(!(buffer instanceof ArrayBuffer||Class(buffer)==="ArrayBuffer"))throw TypeError();byteOffset=ToUint32(byteOffset);if(byteOffset>buffer.byteLength)throw RangeError("byteOffset out of 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zukdql~IW5WG4{?fz3!{fpKXDfq2JC!#Ak68n4 zX1=>MXjYwsI5iDcllqVHNr*08~V<4y*_(SV1)-G ztMzQt)t^(tH>WqvZ?)~s;<~@;XubWsXw(1iOA^1&seUIVvl4ht;=lNJJ4Mag#m+{x zS?9!EpY$Mo#X%O7!Y|+^Q^>Ad_>9Gw{vV6!s#!3MOt3FbJhXkcZLI^W(4 z+fV_}3QZQ^7}(N?b4tLGj|1E_KYx})@7r^4*7l6N+VJ`=(o5 zch{75i?QBQzNz1@yLo2!@`{eIv$rCrhwXJh>sGE{0(vR5K**8>%YX_nWPm+R;U7oz z&Y*P_q2+v|mH;roSk)&wqZRxx`6ECt3-2~SYtF#DjCuSgsxd;q?w#+OLowK$MugL$ zon@GP$W5FDT);v!?4aip0c25xN`;NUlrrjZM1Vk8qcJ`lllp=G%(2J6bR3LYbe{nT NJYD@<);T3K0RXL>(DeWS diff --git a/deploy/backup/debug_quiz.html b/deploy/backup/debug_quiz.html index 992066a..4aea2aa 100644 --- a/deploy/backup/debug_quiz.html +++ b/deploy/backup/debug_quiz.html @@ -1573,8 +1573,8 @@

#20

- - + + diff --git a/deploy/backup/debug_sheet.html b/deploy/backup/debug_sheet.html index efb1b11..08cd5d1 100644 --- a/deploy/backup/debug_sheet.html +++ b/deploy/backup/debug_sheet.html @@ -1724,8 +1724,8 @@

#30

References & Attribution

- - + + diff --git a/deploy/backup/js/quiz.js b/deploy/backup/js/quiz.js new file mode 100644 index 0000000..7b8843d --- /dev/null +++ b/deploy/backup/js/quiz.js @@ -0,0 +1,195 @@ +// Parse JSON + +var info_json = JSON.parse(quiz_json); +let info = {}; + +for (let i = 0; i < info_json.length; i++) { + info[info_json[i].name] = {}; + for (let t = 1; t <= 20; t++) { + id = "q" + t; + info[info_json[i].name][id] = info_json[i][id]; + } +} + + +// Add content + +for (let i = 1; i <= 20; i++) { + if (info["level"]["q"+i] == "") { + document.getElementById("q"+i+"-level").hidden = true; + } else { + document.getElementById("q"+i+"-level").classList.add("level-" + info["level"]["q"+i]); + } + // document.getElementById("title-q"+i).innerHTML = info["text"]["q"+i]; + if (info["type"]["q"+i] == "checkbox") { + for (let j = 1; j <= 4; j++) { + document.getElementById("q"+i+"-option"+j).type = "checkbox"; + } + } + // document.getElementById("q"+i+"-opt1-label").innerHTML = info["option1_label"]["q"+i]; + // document.getElementById("q"+i+"-opt2-label").innerHTML = info["option2_label"]["q"+i]; + // document.getElementById("q"+i+"-opt3-label").innerHTML = info["option3_label"]["q"+i]; + // document.getElementById("q"+i+"-opt4-label").innerHTML = info["option4_label"]["q"+i]; + // if (info["img"]["q"+i] == "") { + // document.getElementById("q"+i+"-image").hidden = true; + // } else { + // document.getElementById("q"+i+"-image").src = info["img"]["q"+i]; + // } +} + + +const submit = document.getElementById("submit-button"); +submit.addEventListener("click", check_quiz); + +/* +const alternatives = document.getElementsByClassName("in-alternatives"); +for (i = 0; i < alternatives.length; i++) { + alternatives[i].addEventListener("click", set_colors_filled(ans)); +} + +function test() { + console.log("Click!"); +} + +*/ + + +function get_answers(ans, answers) { + for (let i = 1; i <= 20; i++) { + ans["q"+i] = {}; + ans["q"+i]["type"] = info["type"]["q"+i]; + for (let j = 1; j <= 4; j++){ + ans["q"+i]["opt"+j] = {}; + ans["q"+i]["opt"+j]["correct"] = info["option"+j+"_correct"]["q"+i]; + ans["q"+i]["opt"+j]["checked"] = answers["q"+i+"-option"+j]["checked"]; + } + } + return ans +} + +function check_fill(ans) { + let counter = 20; + for (let i = 1; i <= 20; i++) { + ans["q"+i]["filled"] = false; + for (let j = 1; j <= 4; j++) { + if (ans["q"+i]["opt"+j]["checked"]) { + ans["q"+i]["filled"] = true; + counter -= 1; + } + } + } + if (counter == 20) { + ans["filled"] = false; + document.getElementById("filled-message").innerHTML = "Нет ни одного ответа :’("; + } else if (counter > 0) { + ans["filled"] = false; + document.getElementById("filled-message").innerHTML = "Некоторые вопросы остались без ответа (("; + } else { + ans["filled"] = true; + } + return ans +} + +function set_colors_filled(ans) { + for (i = 1; i <= 20; i++) { + if (!ans["q"+i]["filled"]) { + document.getElementById("q"+i).classList.add("non-filled"); + } else { + document.getElementById("q"+i).classList.remove("non-filled"); + } + } +} + + +function check_answers(ans) { + for (let i = 1; i <= 20; i++) { + if (ans["q"+i]["type"] == "radio") { + for (let j = 1; j <= 4; j++) { + if (ans["q"+i]["opt"+j]["correct"] == "true" && ans["q"+i]["opt"+j]["checked"]) { + ans["q"+i]["correct"] = true; + } + if (!ans["q"+i]["correct"]) { + ans["q"+i]["correct"] = false; + } + } + } else { + let counter = 0; + for (let j = 1; j <= 4; j++) { + if (ans["q"+i]["opt"+j]["correct"] == "true" && ans["q"+i]["opt"+j]["checked"]) { + counter += 1; + } else if (ans["q"+i]["opt"+j]["correct"] == "false" && !ans["q"+i]["opt"+j]["checked"]) { + counter += 1; + } + if (counter == 4) { + ans["q"+i]["correct"] = true; + } else { + ans["q"+i]["correct"] = false; + } + } + } + } + return ans +} + +function show_results(ans) { + let score = 0; + for (i = 1; i <= 20; i++) { + // document.getElementById("feedback-q"+i).hidden = false; + if (ans["q"+i]["correct"]) { + score += 1; + document.getElementById("q"+i).classList.add("correct"); + document.getElementById("q"+i+"-check-tick").hidden = false; + document.getElementById("q"+i+"-feedback-correct").hidden = false; + // document.getElementById("feedback-q"+i).innerHTML = info["feedback_correct"]["q"+i] + } else { + document.getElementById("q"+i).classList.add("incorrect"); + document.getElementById("q"+i+"-check-cross").hidden = false; + document.getElementById("q"+i+"-feedback-incorrect").hidden = false; + // document.getElementById("feedback-q"+i).innerHTML = info["feedback_incorrect"]["q"+i] + } + } + document.getElementById("results").hidden = false; + document.getElementById("results").innerHTML = "Результат: " + score + " / 20"; +} + + +function show_answers(ans) { + for (i = 1; i <= 20; i++) { + for (j = 1; j <= 4; j++) { + document.getElementById("q"+i+"-option"+j).disabled = true; + if (ans["q"+i]["opt"+j]["correct"] == "true") { + document.getElementById("q"+i+"-option"+j+"-label").classList.add("correct"); + document.getElementById("q"+i+"-option"+j+"-alternative").classList.add("correct"); + } else { + document.getElementById("q"+i+"-option"+j+"-label").classList.add("incorrect"); + document.getElementById("q"+i+"-option"+j+"-alternative").classList.add("incorrect"); + } + } + } +} + +function check_quiz() { + const answers = document.getElementsByClassName("input-alternative"); + let ans = {}; + // console.log("answers"); + // console.log(answers); + ans = check_fill(get_answers(ans, answers)); + // console.log("check_fill"); + // console.log(ans); + if (!ans["filled"]) { + // console.log(ans); + document.getElementById("filled-message").hidden = false; + set_colors_filled(ans); + return 0; + } else { + document.getElementById("filled-message").hidden = true; + set_colors_filled(ans); + } + ans = check_answers(ans); + // console.log("check_answers"); + // console.log(ans); + show_results(ans); + show_answers(ans); + document.getElementById("submit-button").disabled = true; + return 0; +} diff --git a/deploy/backup/js/quiz0.json b/deploy/backup/js/quiz0.json new file mode 100644 index 0000000..1960cb5 --- /dev/null +++ b/deploy/backup/js/quiz0.json @@ -0,0 +1,2 @@ +quiz_json='[{"name":"n","q1":"1","q2":"2","q3":"3","q4":"4","q5":"5","q6":"6","q7":"7","q8":"8","q9":"9","q10":"10","q11":"11","q12":"12","q13":"13","q14":"14","q15":"15","q16":"16","q17":"17","q18":"18","q19":"19","q20":"20"},{"name":"level","q1":"easy","q2":"medium","q3":"hard","q4":"extreme","q5":"easy","q6":"easy","q7":"medium","q8":"hard","q9":"extreme","q10":"extreme","q11":"easy","q12":"medium","q13":"hard","q14":"extreme","q15":"medium","q16":"easy","q17":"medium","q18":"hard","q19":"extreme","q20":"hard"},{"name":"type","q1":"radio","q2":"radio","q3":"checkbox","q4":"checkbox","q5":"radio","q6":"radio","q7":"radio","q8":"radio","q9":"radio","q10":"radio","q11":"radio","q12":"radio","q13":"checkbox","q14":"checkbox","q15":"checkbox","q16":"checkbox","q17":"checkbox","q18":"checkbox","q19":"checkbox","q20":"checkbox"},{"name":"option1_correct","q1":"true","q2":"false","q3":"true","q4":"false","q5":"true","q6":"false","q7":"false","q8":"false","q9":"true","q10":"false","q11":"false","q12":"false","q13":"true","q14":"false","q15":"false","q16":"true","q17":"false","q18":"true","q19":"false","q20":"true"},{"name":"option2_correct","q1":"false","q2":"true","q3":"true","q4":"false","q5":"false","q6":"true","q7":"false","q8":"false","q9":"false","q10":"true","q11":"false","q12":"false","q13":"true","q14":"true","q15":"false","q16":"false","q17":"true","q18":"false","q19":"true","q20":"true"},{"name":"option3_correct","q1":"false","q2":"false","q3":"false","q4":"true","q5":"false","q6":"false","q7":"true","q8":"false","q9":"false","q10":"false","q11":"true","q12":"false","q13":"false","q14":"true","q15":"true","q16":"false","q17":"true","q18":"true","q19":"false","q20":"true"},{"name":"option4_correct","q1":"false","q2":"false","q3":"false","q4":"true","q5":"false","q6":"false","q7":"false","q8":"true","q9":"false","q10":"false","q11":"false","q12":"true","q13":"false","q14":"false","q15":"true","q16":"true","q17":"false","q18":"false","q19":"true","q20":"true"},{"name":"ques","q1":"С другой стороны ::i::укрепление::/i:: и ::em::развитие::/em:: структуры ::b::позволяет::/b:: ::st::выполнять::/st:: важные задания по ::c::разработке::/c:: системы обучения кадров, соответствует насущным потребностям. $2+2=4$","q2":"С другой ::sm::стороны::/sm:: ::u::укрепление::/u:: и ::in::развитие::/in:: структуры позволяет выполнять важные задания по разработке системы обучения ::ma::кадров::/ma::, ::del::соответствует::/del:: ::sup::насущным::/sup:: ::sub::потребностям::/sub::.","q3":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q4":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q5":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q6":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q7":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q8":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q9":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q10":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q11":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q12":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q13":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q14":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q15":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q16":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q17":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q18":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q19":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q20":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям."},{"name":"img","q1":"./img/data-wrangling/full_join.png","q2":"","q3":"./img/data-wrangling/inner_join.png","q4":"","q5":"","q6":"","q7":"","q8":"","q9":"","q10":"","q11":"","q12":"","q13":"","q14":"","q15":"","q16":"","q17":"","q18":"","q19":"","q20":""},{"name":"option1_label","q1":"Задача организации, $4 + 4 \\neq 1$ в особенности же рамки и место обучения кадров позволяет выполнять важные задания по разработке систем массового участия.","q2":"::c::code 1::/c::","q3":"Задача организации, в особенности же рамки и место обучения кадров позволяет выполнять важные задания по разработке систем массового участия.","q4":"::c::code 1::c::","q5":"Задача организации, в особенности же рамки и место обучения кадров позволяет выполнять важные задания по разработке систем массового участия.","q6":"Задача организации, в особенности же рамки и место обучения кадров позволяет выполнять важные задания по разработке систем массового участия.","q7":"Задача организации, в особенности же рамки и место обучения кадров позволяет выполнять важные задания по разработке систем массового участия.","q8":"::c::code 1::/c::","q9":"::c::code 1::/c::","q10":"::c::code 1::/c::","q11":"Равным образом дальнейшее развитие различных форм деятельности представляет собой интересный эксперимент","q12":"Равным образом дальнейшее развитие различных форм деятельности представляет собой интересный эксперимент","q13":"Равным образом дальнейшее развитие различных форм деятельности представляет собой интересный эксперимент","q14":"Равным образом дальнейшее развитие различных форм деятельности представляет собой интересный эксперимент","q15":"Равным образом дальнейшее развитие различных форм деятельности представляет собой интересный эксперимент","q16":"Разнообразный и богатый опыт","q17":"Разнообразный и богатый опыт","q18":"Разнообразный и богатый опыт","q19":"Разнообразный и богатый опыт","q20":"Разнообразный и богатый опыт"},{"name":"option2_label","q1":"Равным образом новая модель организационной деятельности позволяет выполнять важные задания по разработке форм развития.","q2":"::c::code 2::/c::","q3":"Равным образом новая модель организационной деятельности позволяет выполнять важные задания по разработке форм развития.","q4":"::c::code 2::/c::","q5":"Равным образом новая модель организационной деятельности позволяет выполнять важные задания по разработке форм развития.","q6":"Равным образом новая модель организационной деятельности позволяет выполнять важные задания по разработке форм развития.","q7":"Равным образом новая модель организационной деятельности позволяет выполнять важные задания по разработке форм развития.","q8":"::c::code 2::/c::","q9":"::c::code 2::/c::","q10":"::c::code 2::/c::","q11":"Равным образом дальнейшее развитие различных форм деятельности представляет собой интересный эксперимент","q12":"Равным образом дальнейшее развитие различных форм деятельности представляет собой интересный эксперимент","q13":"Равным образом дальнейшее развитие различных форм деятельности представляет собой интересный эксперимент","q14":"Равным образом дальнейшее развитие различных форм деятельности представляет собой интересный эксперимент","q15":"Равным образом дальнейшее развитие различных форм деятельности представляет собой интересный эксперимент","q16":"Разнообразный и богатый опыт","q17":"Разнообразный и богатый опыт","q18":"Разнообразный и богатый опыт","q19":"Разнообразный и богатый опыт","q20":"Разнообразный и богатый опыт"},{"name":"option3_label","q1":"Разнообразный и богатый опыт постоянный количественный рост и сфера нашей активности требуют от нас анализа систем массового участия.","q2":"::c::code 3::/c::","q3":"Разнообразный и богатый опыт постоянный количественный рост и сфера нашей активности требуют от нас анализа систем массового участия.","q4":"::c::code 3::/c::","q5":"Разнообразный и богатый опыт постоянный количественный рост и сфера нашей активности требуют от нас анализа систем массового участия.","q6":"Разнообразный и богатый опыт постоянный количественный рост и сфера нашей активности требуют от нас анализа систем массового участия.","q7":"Разнообразный и богатый опыт постоянный количественный рост и сфера нашей активности требуют от нас анализа систем массового участия.","q8":"::c::code 3::/c::","q9":"::c::code 3::/c::","q10":"::c::code 3::/c::","q11":"Равным образом дальнейшее развитие различных форм деятельности представляет собой интересный эксперимент","q12":"Равным образом дальнейшее развитие различных форм деятельности представляет собой интересный эксперимент","q13":"Равным образом дальнейшее развитие различных форм деятельности представляет собой интересный эксперимент","q14":"Равным образом дальнейшее развитие различных форм деятельности представляет собой интересный эксперимент","q15":"Равным образом дальнейшее развитие различных форм деятельности представляет собой интересный эксперимент","q16":"Разнообразный и богатый опыт","q17":"Разнообразный и богатый опыт","q18":"Разнообразный и богатый опыт","q19":"Разнообразный и богатый опыт","q20":"Разнообразный и богатый опыт"},{"name":"option4_label","q1":"Идейные соображения высшего порядка, а также консультация с широким активом позволяет оценить значение направлений прогрессивного развития.","q2":"::c::code 4::/c::","q3":"Идейные соображения высшего порядка, а также консультация с широким активом позволяет оценить значение направлений прогрессивного развития.","q4":"::c::code 4::/c::","q5":"Идейные соображения высшего порядка, а также консультация с широким активом позволяет оценить значение направлений прогрессивного развития.","q6":"Идейные соображения высшего порядка, а также консультация с широким активом позволяет оценить значение направлений прогрессивного развития.","q7":"Идейные соображения высшего порядка, а также консультация с широким активом позволяет оценить значение направлений прогрессивного развития.","q8":"::c::code 4::/c::","q9":"::c::code 4::/c::","q10":"::c::code 4::/c::","q11":"Равным образом дальнейшее развитие различных форм деятельности представляет собой интересный эксперимент","q12":"Равным образом дальнейшее развитие различных форм деятельности представляет собой интересный эксперимент","q13":"Равным образом дальнейшее развитие различных форм деятельности представляет собой интересный эксперимент","q14":"Равным образом дальнейшее развитие различных форм деятельности представляет собой интересный эксперимент","q15":"Равным образом дальнейшее развитие различных форм деятельности представляет собой интересный эксперимент","q16":"Разнообразный и богатый опыт","q17":"Разнообразный и богатый опыт","q18":"Разнообразный и богатый опыт","q19":"Разнообразный и богатый опыт","q20":"Разнообразный и богатый опыт"},{"name":"feedback_correct","q1":"Идейные соображения высшего порядка, а также рамки и место обучения кадров требуют определения и уточнения направлений прогрессивного развития.","q2":"Идейные соображения высшего порядка, а также рамки и место обучения кадров требуют определения и уточнения направлений прогрессивного развития.","q3":"Идейные соображения высшего порядка, а также рамки и место обучения кадров требуют определения и уточнения направлений прогрессивного развития.","q4":"Идейные соображения высшего порядка, а также рамки и место обучения кадров требуют определения и уточнения направлений прогрессивного развития.","q5":"Идейные соображения высшего порядка, а также рамки и место обучения кадров требуют определения и уточнения направлений прогрессивного развития.","q6":"Идейные соображения высшего порядка, а также рамки и место обучения кадров требуют определения и уточнения направлений прогрессивного развития.","q7":"Идейные соображения высшего порядка, а также рамки и место обучения кадров требуют определения и уточнения направлений прогрессивного развития.","q8":"Идейные соображения высшего порядка, а также рамки и место обучения кадров требуют определения и уточнения направлений прогрессивного развития.","q9":"Идейные соображения высшего порядка, а также рамки и место обучения кадров требуют определения и уточнения направлений прогрессивного развития.","q10":"Идейные соображения высшего порядка, а также рамки и место обучения кадров требуют определения и уточнения направлений прогрессивного развития.","q11":"Идейные соображения высшего порядка, а также рамки и место обучения кадров требуют определения и уточнения направлений прогрессивного развития.","q12":"Идейные соображения высшего порядка, а также рамки и место обучения кадров требуют определения и уточнения направлений прогрессивного развития.","q13":"Идейные соображения высшего порядка, а также рамки и место обучения кадров требуют определения и уточнения направлений прогрессивного развития.","q14":"Идейные соображения высшего порядка, а также рамки и место обучения кадров требуют определения и уточнения направлений прогрессивного развития.","q15":"Идейные соображения высшего порядка, а также рамки и место обучения кадров требуют определения и уточнения направлений прогрессивного развития.","q16":"Идейные соображения высшего порядка, а также рамки и место обучения кадров требуют определения и уточнения направлений прогрессивного развития.","q17":"Идейные соображения высшего порядка, а также рамки и место обучения кадров требуют определения и уточнения направлений прогрессивного развития.","q18":"Идейные соображения высшего порядка, а также рамки и место обучения кадров требуют определения и уточнения направлений прогрессивного развития.","q19":"Идейные соображения высшего порядка, а также рамки и место обучения кадров требуют определения и уточнения направлений прогрессивного развития.","q20":"Идейные соображения высшего порядка, а также рамки и место обучения кадров требуют определения и уточнения направлений прогрессивного развития."},{"name":"feedback_incorrect","q1":"Не следует, однако забывать, что новая модель организационной деятельности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям.","q2":"Не следует, однако забывать, что новая модель организационной деятельности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям.","q3":"Не следует, однако забывать, что новая модель организационной деятельности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям.","q4":"Не следует, однако забывать, что новая модель организационной деятельности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям.","q5":"Не следует, однако забывать, что новая модель организационной деятельности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям.","q6":"Не следует, однако забывать, что новая модель организационной деятельности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям.","q7":"Не следует, однако забывать, что новая модель организационной деятельности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям.","q8":"Не следует, однако забывать, что новая модель организационной деятельности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям.","q9":"Не следует, однако забывать, что новая модель организационной деятельности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям.","q10":"Не следует, однако забывать, что новая модель организационной деятельности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям.","q11":"Не следует, однако забывать, что новая модель организационной деятельности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям.","q12":"Не следует, однако забывать, что новая модель организационной деятельности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям.","q13":"Не следует, однако забывать, что новая модель организационной деятельности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям.","q14":"Не следует, однако забывать, что новая модель организационной деятельности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям.","q15":"Не следует, однако забывать, что новая модель организационной деятельности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям.","q16":"Не следует, однако забывать, что новая модель организационной деятельности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям.","q17":"Не следует, однако забывать, что новая модель организационной деятельности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям.","q18":"Не следует, однако забывать, что новая модель организационной деятельности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям.","q19":"Не следует, однако забывать, что новая модель организационной деятельности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям.","q20":"Не следует, однако забывать, что новая модель организационной деятельности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям."},{"name":"text","q1":"С другой стороны ::i::укрепление::/i:: и ::em::развитие::/em:: структуры ::b::позволяет::/b:: ::st::выполнять::/st:: важные задания по ::c::разработке::/c:: системы обучения кадров, соответствует насущным потребностям. $2+2=4$","q2":"С другой ::sm::стороны::/sm:: ::u::укрепление::/u:: и ::in::развитие::/in:: структуры позволяет выполнять важные задания по разработке системы обучения ::ma::кадров::/ma::, ::del::соответствует::/del:: ::sup::насущным::/sup:: ::sub::потребностям::/sub::.","q3":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q4":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q5":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q6":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q7":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q8":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q9":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q10":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q11":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q12":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q13":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q14":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q15":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q16":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q17":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q18":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q19":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям.","q20":"С другой стороны укрепление и развитие структуры позволяет выполнять важные задания по разработке системы обучения кадров, соответствует насущным потребностям."}]' +quiz='quiz0' diff --git a/deploy/backup/js/sheet.js b/deploy/backup/js/sheet.js new file mode 100644 index 0000000..01ea450 --- /dev/null +++ b/deploy/backup/js/sheet.js @@ -0,0 +1,73 @@ +// Parse JSON + +// Parse JSON + +var info_json = JSON.parse(sheet_json); +let info = {}; + +for (let i = 0; i < info_json.length; i++) { + info[info_json[i].name] = {}; + for (let t = 1; t <= 30; t++) { + id = "t" + t; + info[info_json[i].name][id] = info_json[i][id]; + } +} + +console.log(info) + +// Add content + +for (let i = 1; i <= 30; i++) { + if (info["level"]["t"+i] == "") { + document.getElementById("t"+i+"-level").hidden = true; + } else { + document.getElementById("t"+i+"-level").classList.add("level-" + info["level"]["t"+i]); + } + if (info["has_autocheck"]["t"+i] == "false") { + document.getElementById("t"+i+"-autocheck").hidden = true; + } +} + + +// Check answers + +function checker(id, ans) + { + let input_task = document.getElementById(id+"-input").value; + // console.log(input_task) + let feedback_task = document.getElementById(id+"-feedback"); + if (input_task.trim() == "") + { + feedback_task.style.display = "block"; + feedback_task.classList.remove("incorrect", "correct"); + feedback_task.classList.add("empty"); + feedback_task.innerHTML = "В поле ответа пусто :("; + // feedback_task.style.color = "#4142CE"; + } else if (input_task.replaceAll(" ", "") == ans) + { + feedback_task.style.display = "block"; + feedback_task.classList.remove("incorrect", "empty"); + feedback_task.classList.add("correct"); + feedback_task.innerHTML = "Верно!"; + // feedback_task.style.color = "#35D250"; + } else { + feedback_task.style.display = "block"; + feedback_task.classList.remove("correct", "empty"); + feedback_task.classList.add("incorrect"); + feedback_task.innerHTML = "Надо проверить вычисления…"; + // feedback_task.style.color = "#D33E36"; + } + } + +function check(id) { + checker(id = id, ans = info["autocheck_answer"][id]); +} + + + +// Open hints + +for (let i = 1; i <= 30; i++) { + document.getElementById("t"+i+"-hints").open = true; +} + diff --git a/deploy/backup/js/sheet0.json b/deploy/backup/js/sheet0.json new file mode 100644 index 0000000..fc08ab2 --- /dev/null +++ b/deploy/backup/js/sheet0.json @@ -0,0 +1,2 @@ +sheet_json='[{"name":"n","t1":"1","t2":"2","t3":"3","t4":"4","t5":"5","t6":"6","t7":"7","t8":"8","t9":"9","t10":"10","t11":"11","t12":"12","t13":"13","t14":"14","t15":"15","t16":"16","t17":"17","t18":"18","t19":"19","t20":"20","t21":"21","t22":"22","t23":"23","t24":"24","t25":"25","t26":"26","t27":"27","t28":"28","t29":"29","t30":"30"},{"name":"task","t1":"","t2":"","t3":"","t4":"","t5":"","t6":"","t7":"","t8":"","t9":"","t10":"","t11":"","t12":"","t13":"","t14":"","t15":"","t16":"","t17":"","t18":"","t19":"","t20":"","t21":"","t22":"","t23":"","t24":"","t25":"","t26":"","t27":"","t28":"","t29":"","t30":""},{"name":"img","t1":"","t2":"","t3":"","t4":"","t5":"","t6":"","t7":"","t8":"","t9":"","t10":"","t11":"","t12":"","t13":"","t14":"","t15":"","t16":"","t17":"","t18":"","t19":"","t20":"","t21":"","t22":"","t23":"","t24":"","t25":"","t26":"","t27":"","t28":"","t29":"","t30":""},{"name":"level","t1":"easy","t2":"medium","t3":"hard","t4":"extreme","t5":"easy","t6":"easy","t7":"medium","t8":"hard","t9":"extreme","t10":"extreme","t11":"easy","t12":"medium","t13":"hard","t14":"extreme","t15":"medium","t16":"easy","t17":"medium","t18":"hard","t19":"extreme","t20":"hard","t21":"easy","t22":"medium","t23":"hard","t24":"extreme","t25":"easy","t26":"easy","t27":"medium","t28":"hard","t29":"extreme","t30":"extreme"},{"name":"has_autocheck","t1":"true","t2":"true","t3":"true","t4":"true","t5":"true","t6":"true","t7":"true","t8":"true","t9":"true","t10":"true","t11":"true","t12":"true","t13":"true","t14":"true","t15":"true","t16":"true","t17":"true","t18":"true","t19":"true","t20":"true","t21":"true","t22":"true","t23":"true","t24":"true","t25":"true","t26":"true","t27":"true","t28":"true","t29":"false","t30":"false"},{"name":"autocheck_answer","t1":"1","t2":"2","t3":"three","t4":"four","t5":"check,five,none","t6":"1,2,3;4,5,6","t7":"7","t8":"8","t9":"9","t10":"10","t11":"11","t12":"12","t13":"13","t14":"14","t15":"15","t16":"16","t17":"17","t18":"18","t19":"19","t20":"20","t21":"21","t22":"22","t23":"23","t24":"24","t25":"25","t26":"26","t27":"27","t28":"28","t29":"","t30":""},{"name":"input_format","t1":"","t2":"","t3":"","t4":"","t5":"","t6":"","t7":"","t8":"","t9":"","t10":"","t11":"","t12":"","t13":"","t14":"","t15":"","t16":"","t17":"","t18":"","t19":"","t20":"","t21":"","t22":"","t23":"","t24":"","t25":"","t26":"","t27":"","t28":"","t29":"","t30":""},{"name":"answer","t1":"","t2":"","t3":"","t4":"","t5":"","t6":"","t7":"","t8":"","t9":"","t10":"","t11":"","t12":"","t13":"","t14":"","t15":"","t16":"","t17":"","t18":"","t19":"","t20":"","t21":"","t22":"","t23":"","t24":"","t25":"","t26":"","t27":"","t28":"","t29":"","t30":""},{"name":"text","t1":"","t2":"","t3":"","t4":"","t5":"","t6":"","t7":"","t8":"","t9":"","t10":"","t11":"","t12":"","t13":"","t14":"","t15":"","t16":"","t17":"","t18":"","t19":"","t20":"","t21":"","t22":"","t23":"","t24":"","t25":"","t26":"","t27":"","t28":"","t29":"","t30":""}]' +sheet='sheet0' diff --git a/deploy/backup/r-intro.html b/deploy/backup/r-intro.html index b9d15de..9932808 100644 --- a/deploy/backup/r-intro.html +++ b/deploy/backup/r-intro.html @@ -54,7 +54,27 @@ @media screen { pre > code.sourceCode > span > a:first-child::before { text-decoration: underline; } } - +/* CSS for citations */ +div.csl-bib-body { } +div.csl-entry { + clear: both; + margin-bottom: 0em; +} +.hanging-indent div.csl-entry { + margin-left:2em; + text-indent:-2em; +} +div.csl-left-margin { + min-width:2em; + float:left; +} +div.csl-right-inline { + margin-left:2em; + padding-left:1em; +} +div.csl-indent { + margin-left: 2em; +} @@ -1079,7 +1099,7 @@

-

На R, как и на любые ресурсы, используемые при написании статьи или отчета, следует ссылаться — цитировать в разделе References. Для этого существует удобная команда:

+

На R (R Core Team, 2023), как и на любые ресурсы, используемые при написании статьи или отчета, следует ссылаться — цитировать в разделе References. Для этого существует удобная команда:

citation()
@@ -1106,27 +1126,39 @@

В аутпуте есть вариант ссылки в форматах APA и BibTeх. Второй вам пригодится, если вы пишете отчеты в \(\LaTeX\) или R Markdown и Quarto, первый — в других случаях. Если вы копируете APA-цитату в текстовый редактор, добавьте курсивное форматирование на текст, заключенный между андерскорами (нижними подчеркиваниями4, _) , а сами андерскоры удалите5.

-

Кроме базового R, мы будем активно использовать разные дополнительные пакеты для расширения его возможностей. На использованные в работе пакеты также необходимо ссылаться. Чтобы получить цитирование конкретного пакета6, надо передать его название внутрь функции citation(). Ниже приведен пример для пакета ggplot2, которые мы будем использоваться для построения визуализаций:

+

Хорошим тоном будет сослаться и на RStudio (Posit team, 2024):

-
citation("ggplot2")
-
-
To cite ggplot2 in publications, please use
+
RStudio.Version()

+
+
$citation
+To cite RStudio in publications use:
 
-  H. Wickham. ggplot2: Elegant Graphics for Data Analysis.
-  Springer-Verlag New York, 2016.
+  Posit team (2024). RStudio: Integrated Development Environment for R. Posit Software,
+  PBC, Boston, MA. URL http://www.posit.co/.
 
 A BibTeX entry for LaTeX users is
 
-  @Book{,
-    author = {Hadley Wickham},
-    title = {ggplot2: Elegant Graphics for Data Analysis},
-    publisher = {Springer-Verlag New York},
-    year = {2016},
-    isbn = {978-3-319-24277-4},
-    url = {https://ggplot2.tidyverse.org},
-  }
-
-
+ @Manual{, + title = {RStudio: Integrated Development Environment for R}, + author = {{Posit team}}, + organization = {Posit Software, PBC}, + address = {Boston, MA}, + year = {2024}, + url = {http://www.posit.co/}, + } + +$mode +[1] "desktop" + +$version +[1] ‘2024.4.1.748’ + +$long_version +[1] "2024.04.1+748" + +$release_name +[1] "Chocolate Cosmos" +

2.8 Обновления

@@ -1168,6 +1200,14 @@
Session Info
+
@@ -1178,7 +1218,6 @@
Session Info

  • Их мы будем обсуждать в разделе о работе с данными.↩︎

  • Согласно правилам современного русского литературного языка, термин «нижнее подчеркивание» является плеоназмом, так как любое подчеркивание выполняется снизу. Однако такой термин используется наряду с терминами подчерк и underscore, поэтому использую его и я.↩︎

  • Такой синтаксис используется в Markdown — в частности, R Markdown.↩︎

    • -

  • Чтобы функция citation("pkgname") работала, пакет pkgname должен быть установлен на ваш компьютер. Здесь pkgname — название какого-либо дополнительного пакета.↩︎

    • diff --git a/deploy/backup/references.html b/deploy/backup/references.html index 248aa03..8f7804a 100644 --- a/deploy/backup/references.html +++ b/deploy/backup/references.html @@ -795,8 +795,15 @@

    Источники

    -
    @@ -776,8 +812,426 @@

    +

    J.1 Латинский алфавит

    + ++++++++++ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    НачертаниеНазвание
    ОбычноеРоманскоеПолужирноеРукописноеКонтурноеГотическоеБез засечек
    \(A\) \(a\)\(\mathrm A\) \(\mathrm a\)\(\mathbf A\) \(\mathbf a\)\(\mathcal A\)\(\mathbb A\)\(\mathfrak A\) \(\mathfrak a\)\(\mathsf A\) \(\mathsf a\)а
    \(B\) \(b\)\(\mathrm B\) \(\mathrm b\)\(\mathbf B\) \(\mathbf b\)\(\mathcal B\)\(\mathbb B\)\(\mathfrak B\) \(\mathfrak b\)\(\mathsf B\) \(\mathsf b\)бэ
    \(C\) \(c\)\(\mathrm C\) \(\mathrm c\)\(\mathbf C\) \(\mathbf c\)\(\mathcal C\)\(\mathbb C\)\(\mathfrak C\) \(\mathfrak c\)\(\mathsf C\) \(\mathsf c\)цэ
    \(D\) \(d\)\(\mathrm D\) \(\mathrm d\)\(\mathbf D\) \(\mathbf d\)\(\mathcal D\)\(\mathbb D\)\(\mathfrak D\) \(\mathfrak d\)\(\mathsf D\) \(\mathsf d\)дэ
    \(E\) \(e\)\(\mathrm E\) \(\mathrm e\)\(\mathbf E\) \(\mathbf e\)\(\mathcal E\)\(\mathbb E\)\(\mathfrak E\) \(\mathfrak e\)\(\mathsf E\) \(\mathsf e\)е
    \(F\) \(f\)\(\mathrm F\) \(\mathrm f\)\(\mathbf F\) \(\mathbf f\)\(\mathcal F\)\(\mathbb F\)\(\mathfrak F\) \(\mathfrak f\)\(\mathsf F\) \(\mathsf f\)эф
    \(G\) \(g\)\(\mathrm G\) \(\mathrm g\)\(\mathbf G\) \(\mathbf g\)\(\mathcal G\)\(\mathbb G\)\(\mathfrak G\) \(\mathfrak g\)\(\mathsf G\) \(\mathsf g\)жэ
    \(H\) \(h\)\(\mathrm H\) \(\mathrm h\)\(\mathbf H\) \(\mathbf h\)\(\mathcal H\)\(\mathbb H\)\(\mathfrak H\) \(\mathfrak h\)\(\mathsf H\) \(\mathsf h\)аш
    \(I\) \(i\)\(\mathrm I\) \(\mathrm i\)\(\mathbf I\) \(\mathbf i\)\(\mathcal I\)\(\mathbb I\)\(\mathfrak I\) \(\mathfrak i\)\(\mathsf I\) \(\mathsf i\)и
    \(J\) \(j\)\(\mathrm J\) \(\mathrm j\)\(\mathbf J\) \(\mathbf j\)\(\mathcal J\)\(\mathbb J\)\(\mathfrak J\) \(\mathfrak j\)\(\mathsf J\) \(\mathsf j\)жи
    \(K\) \(k\)\(\mathrm K\) \(\mathrm k\)\(\mathbf K\) \(\mathbf k\)\(\mathcal K\)\(\mathbb K\)\(\mathfrak K\) \(\mathfrak k\)\(\mathsf K\) \(\mathsf k\)ка
    \(L\) \(l\)\(\mathrm L\) \(\mathrm l\)\(\mathbf L\) \(\mathbf l\)\(\mathcal L\)\(\mathbb L\)\(\mathfrak L\) \(\mathfrak l\)\(\mathsf L\) \(\mathsf l\)эль
    \(M\) \(m\)\(\mathrm M\) \(\mathrm m\)\(\mathbf M\) \(\mathbf m\)\(\mathcal M\)\(\mathbb M\)\(\mathfrak M\) \(\mathfrak m\)\(\mathsf M\) \(\mathsf m\)эм
    \(N\) \(n\)\(\mathrm N\) \(\mathrm n\)\(\mathbf N\) \(\mathbf n\)\(\mathcal N\)\(\mathbb N\)\(\mathfrak N\) \(\mathfrak n\)\(\mathsf N\) \(\mathsf n\)эн
    \(O\) \(o\)\(\mathrm O\) \(\mathrm o\)\(\mathbf O\) \(\mathbf o\)\(\mathcal O\)\(\mathbb O\)\(\mathfrak O\) \(\mathfrak o\)\(\mathsf O\) \(\mathsf o\)о
    \(P\) \(p\)\(\mathrm P\) \(\mathrm p\)\(\mathbf P\) \(\mathbf p\)\(\mathcal P\)\(\mathbb P\)\(\mathfrak P\) \(\mathfrak p\)\(\mathsf P\) \(\mathsf p\)пэ
    \(Q\) \(q\)\(\mathrm Q\) \(\mathrm q\)\(\mathbf Q\) \(\mathbf q\)\(\mathcal Q\)\(\mathbb Q\)\(\mathfrak Q\) \(\mathfrak q\)\(\mathsf Q\) \(\mathsf q\)ку
    \(R\) \(r\)\(\mathrm R\) \(\mathrm r\)\(\mathbf R\) \(\mathbf r\)\(\mathcal R\)\(\mathbb R\)\(\mathfrak R\) \(\mathfrak r\)\(\mathsf R\) \(\mathsf r\)эр
    \(S\) \(s\)\(\mathrm S\) \(\mathrm s\)\(\mathbf S\) \(\mathbf s\)\(\mathcal S\)\(\mathbb S\)\(\mathfrak S\) \(\mathfrak s\)\(\mathsf S\) \(\mathsf s\)эс
    \(T\) \(t\)\(\mathrm T\) \(\mathrm t\)\(\mathbf T\) \(\mathbf t\)\(\mathcal T\)\(\mathbb T\)\(\mathfrak T\) \(\mathfrak t\)\(\mathsf T\) \(\mathsf t\)тэ
    \(U\) \(u\)\(\mathrm U\) \(\mathrm u\)\(\mathbf U\) \(\mathbf u\)\(\mathcal U\)\(\mathbb U\)\(\mathfrak U\) \(\mathfrak u\)\(\mathsf U\) \(\mathsf u\)у
    \(V\) \(v\)\(\mathrm V\) \(\mathrm v\)\(\mathbf V\) \(\mathbf v\)\(\mathcal V\)\(\mathbb V\)\(\mathfrak V\) \(\mathfrak v\)\(\mathsf V\) \(\mathsf v\)вэ
    \(W\) \(w\)\(\mathrm W\) \(\mathrm w\)\(\mathbf W\) \(\mathbf w\)\(\mathcal W\)\(\mathbb W\)\(\mathfrak W\) \(\mathfrak w\)\(\mathsf W\) \(\mathsf w\)дубль вэ
    \(X\) \(x\)\(\mathrm X\) \(\mathrm x\)\(\mathbf X\) \(\mathbf x\)\(\mathcal X\)\(\mathbb X\)\(\mathfrak X\) \(\mathfrak x\)\(\mathsf X\) \(\mathsf x\)икс
    \(Y\) \(y\)\(\mathrm Y\) \(\mathrm y\)\(\mathbf Y\) \(\mathbf y\)\(\mathcal Y\)\(\mathbb Y\)\(\mathfrak Y\) \(\mathfrak y\)\(\mathsf Y\) \(\mathsf y\)игрек
    \(Z\) \(z\)\(\mathrm Z\) \(\mathrm z\)\(\mathbf Z\) \(\mathbf z\)\(\mathcal Z\)\(\mathbb Z\)\(\mathfrak Z\) \(\mathfrak z\)\(\mathsf Z\) \(\mathsf z\)зет
    + +
    +

    J.2 Греческий алфавит

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    БукваНазвание
    \(A\) \(\alpha\)альфа
    \(B\) \(\beta\)бета
    \(\Gamma\) \(\gamma\)гамма
    \(\Delta\) \(\delta\)дельта
    \(E\) \(\varepsilon\)эпсилон
    \(Z\) \(\zeta\)дзета
    \(H\) \(\eta\)эта
    \(\Theta\) \(\theta\)тета
    \(I\) \(\iota\)йота
    \(K\) \(\kappa\)каппа
    \(\Lambda\) \(\lambda\)лямбда
    \(M\) \(\mu\)мю
    \(N\) \(\nu\)ню
    \(\Xi\) \(\xi\)кси
    \(O\) \(o\)омикрон
    \(\Pi\) \(\pi\)пи
    \(P\) \(\rho\)ро
    \(\Sigma\) \(\sigma\)сигма
    \(T\) \(\tau\)тау
    \(Y\) \(\upsilon\)ипсилон
    \(\Phi\) \(\varphi\)фи
    \(X\) \(\chi\)хи
    \(\Psi\) \(\psi\)пси
    \(\Omega\) \(\omega\)омега
    +

    +
    +
    Иллюстрация 1.5: Тут родился R @@ -1481,7 +1481,7 @@
    Иллюстрация 1.5) с местом рождения R.

    +

    Выше была карта (Иллюстрация 2.1) с местом рождения R.

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    Квиз 0 [отладка]

    Содержание

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    Содержание

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    Question 1 with inline equation \(x^2 + y^2 = R^2\)

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    \mathbb{E}X = \frac{1}{n} \sum_{i=1}^n x_i \]

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    Question 3 with inline_code

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    Question 4 with bold and italic

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    if (x > 5) {
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    x <- 1

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    save.image("hihik.RData")

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    installed.packages()

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    Question 6

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    Question 7

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    Question 8

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zDKiS6ao2(s-z^dmE85slF6BXwJxzhx%>*W$YW);;{+e>nPddHqV} Wp`@y$x0n^k&-t@ - + WLM SDAR + + + + + + + + + + + + @@ -855,27 +867,31 @@

    Содержание

    @@ -893,14 +909,89 @@

    Содержание

    2.1 Сверхкраткая история R

    +
    +

    R придумали Росс Ихака (Ross Ihaka) и Роберт Джентльмен (Robert Gentleman) в 1992 году в Департаменте статистики Университета Окленда (Department of Statistics at Auckland, Иллюстрация 2.1). Изначальная цель — разработать язык, чтобы преподавать вводный курс статистики. За основу был взят язык S, разработанный Bell Laboratories, и в 1994 году была завершена первая версия (Ross, Ihaka, 2022).

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    +
    +
    +
    + +
    +
    +Иллюстрация 2.1: Тут родился R +
    +
    +
    +
    +

    Через пару лет разработчики перестали справляться с [электронными] письмами о багах и предлагаемых улучшениях, и в 1997 году R становится частью GNU Project (Ross, Ihaka, 2022, p. 17). В этом же году K. Hornik и F. Leisch создают на базе Венского технического университета (Technische Universität Wien) репозиторий CRAN (The Comprehensive R Archive Network) для совместной работы «ядерной» группы разработчиков (core team). В феврале 2000 года выходит первая стабильная версия языка.

    +

    Сегодня R развивается международной командой исследователей вычислительной статистистики (R Project) и поддерживается некоммерческой организацией R Foundation.

    +
    +
    +
    + +
    +
    +Почему R так называется? +
    +
    +
    +

    Это шутка авторов. «R» обозначает первую букву их имён (Robert и Ross) (Ross, Ihaka, 2022, p. 12).

    +
    -
    -

    2.2 Установка

    +
    +

    2.2 Обзор R

    +

    R является свободным программным обеспечением, распространяемым по лицензии GNU General Public License. Создававшийся изначально как язык для статистических вычислений, он впоследствии существенно расширил свои возможности, и теперь его можно считать полноценным языком программирования1. Хотя R и не является языком программирования общего назначения2 (general-purpose programming language), на нём можно:

    +
      +
    • предобрабатывать и анализировать данные
      • +
    • строить стильные и интерактивные визуализации
      • +
    • создавать динамические отчеты, презентации и дашборды
      • +
    • писать статьи, книги, сайты и приложения
      • +
    • …
      • +
    +

    Для R написано бесчисленное множество пакетов (Иллюстрация 2.2), которые позволяют работать с самыми разными данными (поведенческими, опросниковыми, биологическими, лингвистическими, географическими и др.) и самыми разными статистическими методами (от t-теста до структурного моделирования). Количество доступных на CRAN пакетов экспоненциально растет с каждым годом.

    +
    +
    +
    +
    +
    + +
    +
    +Иллюстрация 2.2: Количество пакетов, доступное на CRAN. Столбцы отображаются пакеты, опубликованные в конкретном году, линия — суммарное количество пакетов, опубликованное к данному году. Визуализация автора по данным CRAN +
    +
    +
    +
    +
    +

    R является высокоуровневым, интерпретируемым, мультипарадигмальным3 языком программирования с динамической типизацией4. У него очень простой, практически интуитивный, синтаксис, в результате чего — низкий порог вхождения по сравнению с другими языками программирования.

    +

    R широко используется в академической среде исследователями социальных и гуманитарных наук, и, пожалуй, его можно назвать стандартом анализа данных де-факто в этих областях. Конечно, если его сравнивать со статистическими программами, предоставляющими графический интерфейс (Statistica, SPSS, JASP, Jamovi и др.), то порог вхождения тут будет выше, однако R позволяет организовать работу с данными так, чтобы она была воспроизводима, чем, увы, не могут похвалиться большинство программ с графическими интерфейсами.

    +

    Кроме того, реализация статистических методов в R часто требует копнуть в суть масих методов чуть глубже, чтобы корректно провести анализ, что, с одной стороны, может создать некоторые трудности, но, с другой стороны, мотивирует лучше разобраться в метода анализа данных, а значит, более осознанно их использовать.

    +

    В общем, R — это стильно, можно и полезно.

    +
    +

    2.2.1 R vs Python

    +
    +
    +

    +
    Великое противостояние. Источник
    +
    +
    +

    В мире дата-аналитики существует великое противостояние двух языков — R и Python. На мой взгляд, довольно бессмысленное.

    +
    +

    — Я не могу решить, делать мне на R или на Python…
    — Какая к черту разница! Главное — делай!
    Курилка на Армянском переулке около Департамента психологии НИУ ВШЭ
    2010-е гг.

    +
    +

    Хотя этот диалог случился, можно считать, довольно давно, он, как мне кажется, не утратил своей актуальности. Python — язык программирования общего назначения, R — больше специализирован на анализе данных. Первый имеет более широкие возможности, второй — удобнее для аналитики. Для тех, у кого нет опыта программирования и кому сложно даются технические области, думаю, R будет проще. На мой взгляд, в Python от аналитики отвлекает ярко выраженное ООП (объектно-ориентированное программирование), которое в R спрятано глубоко под капот. Аналитика же по своей сути — это диалог с данными, и в R его выстроить гораздо проще. Исходя из этого мой критерий следующий: для аналитики — R, для всего остального — Python.

    +

    Безусловно, это крайне субъективный критерий, и далеко не всем он покажется уместным и работающим. Есть другой — в R гораздо более интуитивно реализована работа с данными (tidyverse очень сильно выигрывает в интуитивности у pandas), как и пакеты для сложных методов анализа (психометрический анализ, SEM, смешанные линейные модели и др.).

    +

    Впрочем, если вы открыли эту книгу, предполагаю, что вы заинтересованы именно в R, поэтому позволю себе свернуть обсуждение великого противостояния, и перейти к сути.

    +
    +
    +
    +

    2.3 Установка

    -

    Мы сейчас будем устанавливать все программы…1

    +

    Мы сейчас будем устанавливать все программы…5

    @@ -914,8 +1005,8 @@

    Нам необходимо будет установить две вещи — R и RStudio. Во избежании возможных ошибок необходимо их ставить именно в этом порядке: сначала — R, затем — RStudio. Иначе RStudio может не найти R на компе и будет ругаться.

    -
    -

    2.2.1 Установка R

    +
    +

    2.3.1 Установка R

    @@ -926,12 +1017,12 @@

  • для Linux

    • В целом, установщики операционных систем обычно хорошо справляются со своей задачей, и в 90% случаев всё встаёт без багов. Однако ниже я оставлю некоторые комментарии о проблемах, с которыми сталкивался сам или о которых говорили знакомые и коллеги.

    -
    -

    2.2.1.1 Win

    +
    +

    2.3.1.1 Win

    -

    Ниже есть пример установки R на Win (Иллюстрация 2.1), если вдруг у вас возникли какие-то проблемы при установке. Скорее всего всё прошло достаточно ровно.

    +

    Ниже есть пример установки R на Win (Иллюстрация 2.3), если вдруг у вас возникли какие-то проблемы при установке. Скорее всего всё прошло достаточно ровно.

    Самая частая проблема — имя пользователя на кириллице. Компьютер вообще достаточно плохо переваривает кириллические символы. Особенную же проблему составляют такие символы в путях к файлам. Поскольку на Win папка пользователя называется именем пользователя, то в случае кириллического имени, естественно, её имя будет на кириллице. Это можно пережить, перезадав некоторое дефолтные пути в настройках, однако если есть возможность переименовать пользователя и папку, я бы рекомендовал это сделать. Ну, так, чтобы не было неожиданных внезапностей.

    @@ -939,13 +1030,13 @@

    -Иллюстрация 2.1: Установка R на Windows (на примере Windows 10 Pro) +Иллюстрация 2.3: Установка R на Windows (на примере Windows 10 Pro)

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z|NFqG5Q8!*XX=&%*}opppMOT^1Eb!g4F`TyhA2`nAxX8)B={aGYR&;VfK|J&N8$tM(% zdW}fdI}`z9Yt-YgsDcO5XpAEz66DYs%1OQPKf8*1a)!@Qj%f@);OXk;vd$@?2>@VY B;}ZY? diff --git a/docs/dpl/debug_quiz.html b/docs/dpl/debug_quiz.html index 4aea2aa..5ced022 100644 --- a/docs/dpl/debug_quiz.html +++ b/docs/dpl/debug_quiz.html @@ -834,26 +834,26 @@

    -
    -

    2.2.1.2 macOS

    +
    +

    2.3.1.2 macOS

    @@ -962,7 +1053,7 @@

    разные версии для Apple silicon (M1) и Intel Macs.

    -

    Ниже есть пример установки R на Mac (Иллюстрация 2.2), если вдруг у вас возникли какие-то проблемы при установке.

    +

    Ниже есть пример установки R на Mac (Иллюстрация 2.4), если вдруг у вас возникли какие-то проблемы при установке.

    Тут в 99.9% случаев всё ровно. Бывает, что уже в процессе работы некоторые пакеты жалуются на недоустановленное что-то или на какие-либо несовместимости, но это случается невероятно редко и обычно достаточно легко лечится.

    @@ -970,13 +1061,13 @@

    -Иллюстрация 2.2: Установка R на macOS (на примере macOS Sonoma 14.1.1) +Иллюстрация 2.4: Установка R на macOS (на примере macOS Sonoma 14.1.1)

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g.on("zoomstart",(function(){n.select(this).style(l),r=n.mouse(this),i=e.rotate(),a=e.translate(),o=i,s=v(r)})).on("zoom",(function(){if(h=n.mouse(this),function(t){var r=v(t);if(!r)return!0;var n=e(r);return Math.abs(n[0]-t[0])>2||Math.abs(n[1]-t[1])>2}(r))return g.scale(e.scale()),void g.translate(e.translate());e.scale(n.event.scale),e.translate([a[0],n.event.translate[1]]),s?v(h)&&(d=v(h),p=[o[0]+(d[0]-s[0]),i[1],i[2]],e.rotate(p),o=p):s=v(r=h),m=!0,t.render();var l=e.rotate(),c=e.invert(t.midPt);t.graphDiv.emit("plotly_relayouting",{"geo.projection.scale":e.scale()/t.fitScale,"geo.center.lon":c[0],"geo.center.lat":c[1],"geo.projection.rotation.lon":-l[0]})})).on("zoomend",(function(){n.select(this).style(c),m&&f(t,e,y)})),g}function d(t,e){var r,i={r:e.rotate(),k:e.scale()},a=u(0,e),o=function(t){var e=0,r=arguments.length,i=[];for(;++ed?(a=(f>0?90:-90)-p,i=0):(a=Math.asin(f/d)*s-p,i=Math.sqrt(d*d-f*f));var 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t;return this.camera.view.recalcMatrix(this.camera.view.lastT()),{up:{x:(t=this.camera).up[0],y:t.up[1],z:t.up[2]},center:{x:t.center[0],y:t.center[1],z:t.center[2]},eye:{x:t.eye[0],y:t.eye[1],z:t.eye[2]},projection:{type:!0===t._ortho?"orthographic":"perspective"}}},w.setViewport=function(t){var e,r=t.camera;this.camera.lookAt.apply(this,[[(e=r).eye.x,e.eye.y,e.eye.z],[e.center.x,e.center.y,e.center.z],[e.up.x,e.up.y,e.up.z]]),this.glplot.setAspectratio(t.aspectratio),"orthographic"===r.projection.type!==this.camera._ortho&&(this.glplot.redraw(),this.glplot.clearRGBA(),this.glplot.dispose(),this.initializeGLPlot())},w.isCameraChanged=function(t){var e=this.getCamera(),r=f.nestedProperty(t,this.id+".camera").get();function n(t,e,r,n){var i=["up","center","eye"],a=["x","y","z"];return e[i[r]]&&t[i[r]][a[n]]===e[i[r]][a[n]]}var i=!1;if(void 0===r)i=!0;else{for(var a=0;a<3;a++)for(var o=0;o<3;o++)if(!n(e,r,a,o)){i=!0;break}(!r.projection||e.projection&&e.projection.type!==r.projection.type)&&(i=!0)}return i},w.isAspectChanged=function(t){var e=this.glplot.getAspectratio(),r=f.nestedProperty(t,this.id+".aspectratio").get();return void 0===r||r.x!==e.x||r.y!==e.y||r.z!==e.z},w.saveLayout=function(t){var e,r,n,i,a,o,s=this.fullLayout,l=this.isCameraChanged(t),c=this.isAspectChanged(t),h=l||c;if(h){var p={};if(l&&(e=this.getCamera(),n=(r=f.nestedProperty(t,this.id+".camera")).get(),p[this.id+".camera"]=n),c&&(i=this.glplot.getAspectratio(),o=(a=f.nestedProperty(t,this.id+".aspectratio")).get(),p[this.id+".aspectratio"]=o),u.call("_storeDirectGUIEdit",t,s._preGUI,p),l)r.set(e),f.nestedProperty(s,this.id+".camera").set(e);if(c)a.set(i),f.nestedProperty(s,this.id+".aspectratio").set(i),this.glplot.redraw()}return h},w.updateFx=function(t,e){var r=this.camera;if(r)if("orbit"===t)r.mode="orbit",r.keyBindingMode="rotate";else if("turntable"===t){r.up=[0,0,1],r.mode="turntable",r.keyBindingMode="rotate";var n=this.graphDiv,i=n._fullLayout,a=this.fullSceneLayout.camera,o=a.up.x,s=a.up.y,l=a.up.z;if(l/Math.sqrt(o*o+s*s+l*l)<.999){var c=this.id+".camera.up",h={x:0,y:0,z:1},p={};p[c]=h;var d=n.layout;u.call("_storeDirectGUIEdit",d,i._preGUI,p),a.up=h,f.nestedProperty(d,c).set(h)}}else r.keyBindingMode=t;this.fullSceneLayout.hovermode=e},w.toImage=function(t){t||(t="png"),this.staticMode&&this.container.appendChild(n),this.glplot.redraw();var e=this.glplot.gl,r=e.drawingBufferWidth,i=e.drawingBufferHeight;e.bindFramebuffer(e.FRAMEBUFFER,null);var a=new Uint8Array(r*i*4);e.readPixels(0,0,r,i,e.RGBA,e.UNSIGNED_BYTE,a),function(t,e,r){for(var n=0,i=r-1;n0)for(var s=255/o,l=0;l<3;++l)t[a+l]=Math.min(s*t[a+l],255)}}(a,r,i);var o=document.createElement("canvas");o.width=r,o.height=i;var s,l=o.getContext("2d"),c=l.createImageData(r,i);switch(c.data.set(a),l.putImageData(c,0,0),t){case"jpeg":s=o.toDataURL("image/jpeg");break;case"webp":s=o.toDataURL("image/webp");break;default:s=o.toDataURL("image/png")}return this.staticMode&&this.container.removeChild(n),s},w.setConvert=function(){for(var t=0;t<3;t++){var e=this.fullSceneLayout[k[t]];p.setConvert(e,this.fullLayout),e.setScale=f.noop}},w.make4thDimension=function(){var t=this.graphDiv._fullLayout;this._mockAxis={type:"linear",showexponent:"all",exponentformat:"B"},p.setConvert(this._mockAxis,t)},e.exports=_},{"../../../stackgl_modules":1119,"../../components/fx":401,"../../lib":498,"../../lib/show_no_webgl_msg":520,"../../lib/str2rgbarray":523,"../../plots/cartesian/axes":549,"../../registry":633,"./layout/convert":597,"./layout/spikes":600,"./layout/tick_marks":601,"./project":602,"has-passive-events":224,"webgl-context":326}],604:[function(t,e,r){"use strict";e.exports=function(t,e,r,n){n=n||t.length;for(var i=new Array(n),a=0;aOpenStreetMap     contributors',a=['\xa9 Carto',i].join(" "),o=['Map tiles by Stamen Design','under CC BY 3.0',"|",'Data by OpenStreetMap contributors','under ODbL'].join(" 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tiles by Stamen Design','under CC BY 3.0',"|",'Data by OpenStreetMap contributors','under CC BY SA'].join(" "),tiles:["https://stamen-tiles.a.ssl.fastly.net/watercolor/{z}/{x}/{y}.png"],tileSize:256}},layers:[{id:"plotly-stamen-watercolor",type:"raster",source:"plotly-stamen-watercolor",minzoom:0,maxzoom:22}]}},l=n(s);e.exports={requiredVersion:"1.10.1",styleUrlPrefix:"mapbox://styles/mapbox/",styleUrlSuffix:"v9",styleValuesMapbox:["basic","streets","outdoors","light","dark","satellite","satellite-streets"],styleValueDflt:"basic",stylesNonMapbox:s,styleValuesNonMapbox:l,traceLayerPrefix:"plotly-trace-layer-",layoutLayerPrefix:"plotly-layout-layer-",wrongVersionErrorMsg:["Your custom plotly.js bundle is not using the correct mapbox-gl version","Please install mapbox-gl@1.10.1."].join("\n"),noAccessTokenErrorMsg:["Missing Mapbox access token.","Mapbox trace type require a Mapbox access token to be registered.","For example:"," Plotly.newPlot(gd, data, layout, { mapboxAccessToken: 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t&&(-1!==p.styleValuesMapbox.indexOf(t)||0===t.indexOf("mapbox://"))}r.name="mapbox",r.attr="subplot",r.idRoot="mapbox",r.idRegex=r.attrRegex=i.counterRegex("mapbox"),r.attributes={subplot:{valType:"subplotid",dflt:"mapbox",editType:"calc"}},r.layoutAttributes=t("./layout_attributes"),r.supplyLayoutDefaults=t("./layout_defaults"),r.plot=function(t){var e=t._fullLayout,r=t.calcdata,a=e._subplots.mapbox;if(n.version!==p.requiredVersion)throw new Error(p.wrongVersionErrorMsg);var o=function(t,e){var r=t._fullLayout;if(""===t._context.mapboxAccessToken)return"";for(var n=[],a=[],o=!1,s=!1,l=0;l1&&i.warn(p.multipleTokensErrorMsg),n[0]):(a.length&&i.log(["Listed mapbox access token(s)",a.join(","),"but did not use a Mapbox map style, ignoring token(s)."].join(" ")),"")}(t,a);n.accessToken=o;for(var l=0;l_/2){var w=v.split("|").join("
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e,r,s=this,c=s.isSmith,u=s.gd,f=s.layers,h=t._zoomlayer,p=S.MINZOOM,d=S.OFFEDGE,m=s.radius,x=s.innerRadius,T=s.cx,k=s.cy,A=s.cxx,M=s.cyy,L=s.sectorInRad,C=s.vangles,P=s.radialAxis,I=E.clampTiny,O=E.findXYatLength,z=E.findEnclosingVertexAngles,D=S.cornerHalfWidth,R=S.cornerLen/2,F=g.makeDragger(f,"path","maindrag","crosshair");n.select(F).attr("d",s.pathSubplot()).attr("transform",l(T,k)),F.onmousemove=function(t){y.hover(u,t,s.id),u._fullLayout._lasthover=F,u._fullLayout._hoversubplot=s.id},F.onmouseout=function(t){u._dragging||v.unhover(u,t)};var B,N,j,U,V,H,q,G,Y,W={element:F,gd:u,subplot:s.id,plotinfo:{id:s.id,xaxis:s.xaxis,yaxis:s.yaxis},xaxes:[s.xaxis],yaxes:[s.yaxis]};function X(t,e){return Math.sqrt(t*t+e*e)}function Z(t,e){return X(t-A,e-M)}function J(t,e){return Math.atan2(M-e,t-A)}function K(t,e){return[t*Math.cos(e),t*Math.sin(-e)]}function Q(t,e){if(0===t)return s.pathSector(2*D);var r=R/t,n=e-r,i=e+r,a=Math.max(0,Math.min(t,m)),o=a-D,l=a+D;return"M"+K(o,n)+"A"+[o,o]+" 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t=u._fullLayout[s.id];q=i(t.bgcolor).getLuminance(),(G=g.makeZoombox(h,q,T,k,V)).attr("fill-rule","evenodd"),Y=g.makeCorners(h,T,k),w(u)}());break;case"select":case"lasso":b(t,n,a,W,l)}},v.init(W)},N.updateRadialDrag=function(t,e,r){var i=this,c=i.gd,u=i.layers,f=i.radius,h=i.innerRadius,p=i.cx,d=i.cy,m=i.radialAxis,y=S.radialDragBoxSize,x=y/2;if(m.visible){var b,_,T,M=R(i.radialAxisAngle),E=m._rl,L=E[0],C=E[1],P=E[r],I=.75*(E[1]-E[0])/(1-i.getHole(e))/f;r?(b=p+(f+x)*Math.cos(M),_=d-(f+x)*Math.sin(M),T="radialdrag"):(b=p+(h-x)*Math.cos(M),_=d-(h-x)*Math.sin(M),T="radialdrag-inner");var O,z,D,B=g.makeRectDragger(u,T,"crosshair",-x,-x,y,y),N={element:B,gd:c};V(n.select(B),m.visible&&h0==(r?D>L:Dn?function(t){return t<=0}:function(t){return t>=0};t.c2g=function(r){var n=t.c2l(r)-e;return(s(n)?n:0)+o},t.g2c=function(r){return t.l2c(r+e-o)},t.g2p=function(t){return t*a},t.c2p=function(e){return t.g2p(t.c2g(e))}}}(t,e);break;case"angularaxis":!function(t,e){var r=t.type;if("linear"===r){var i=t.d2c,s=t.c2d;t.d2c=function(t,e){return function(t,e){return"degrees"===e?a(t):t}(i(t),e)},t.c2d=function(t,e){return s(function(t,e){return"degrees"===e?o(t):t}(t,e))}}t.makeCalcdata=function(e,i){var a,o,s=e[i],l=e._length,c=function(r){return t.d2c(r,e.thetaunit)};if(s){if(n.isTypedArray(s)&&"linear"===r){if(l===s.length)return s;if(s.subarray)return s.subarray(0,l)}for(a=new Array(l),o=0;o0?1:0}function i(t){var e=t[0],r=t[1];if(!isFinite(e)||!isFinite(r))return[1,0];var n=(e+1)*(e+1)+r*r;return[(e*e+r*r-1)/n,2*r/n]}function a(t,e){var r=e[0],n=e[1];return[r*t.radius+t.cx,-n*t.radius+t.cy]}function o(t,e){return e*t.radius}e.exports={smith:i,reactanceArc:function(t,e,r,n){var s=a(t,i([r,e])),l=s[0],c=s[1],u=a(t,i([n,e])),f=u[0],h=u[1];if(0===e)return["M"+l+","+c,"L"+f+","+h].join(" ");var p=o(t,1/Math.abs(e));return["M"+l+","+c,"A"+p+","+p+" 0 0,"+(e<0?1:0)+" "+f+","+h].join(" ")},resistanceArc:function(t,e,r,s){var l=o(t,1/(e+1)),c=a(t,i([e,r])),u=c[0],f=c[1],h=a(t,i([e,s])),p=h[0],d=h[1];if(n(r)!==n(s)){var m=a(t,i([e,0]));return["M"+u+","+f,"A"+l+","+l+" 0 0,"+(00){for(var n=[],i=0;i=u&&(h.min=0,d.min=0,g.min=0,t.aaxis&&delete t.aaxis.min,t.baxis&&delete t.baxis.min,t.caxis&&delete t.caxis.min)}function m(t,e,r,n){var i=h[e._name];function o(r,n){return a.coerce(t,e,i,r,n)}o("uirevision",n.uirevision),e.type="linear";var p=o("color"),d=p!==i.color.dflt?p:r.font.color,m=e._name.charAt(0).toUpperCase(),g="Component 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n=t("@plotly/d3"),i=t("tinycolor2"),a=t("../../registry"),o=t("../../lib"),s=o.strTranslate,l=o._,c=t("../../components/color"),u=t("../../components/drawing"),f=t("../cartesian/set_convert"),h=t("../../lib/extend").extendFlat,p=t("../plots"),d=t("../cartesian/axes"),m=t("../../components/dragelement"),g=t("../../components/fx"),v=t("../../components/dragelement/helpers"),y=v.freeMode,x=v.rectMode,b=t("../../components/titles"),_=t("../cartesian/select").prepSelect,w=t("../cartesian/select").selectOnClick,T=t("../cartesian/select").clearSelect,k=t("../cartesian/select").clearSelectionsCache,A=t("../cartesian/constants");function M(t,e){this.id=t.id,this.graphDiv=t.graphDiv,this.init(e),this.makeFramework(e),this.aTickLayout=null,this.bTickLayout=null,this.cTickLayout=null}e.exports=M;var S=M.prototype;S.init=function(t){this.container=t._ternarylayer,this.defs=t._defs,this.layoutId=t._uid,this.traceHash={},this.layers={}},S.plot=function(t,e){var r=e[this.id],n=e._size;this._hasClipOnAxisFalse=!1;for(var i=0;iE*b?i=(a=b)*E:a=(i=x)/E,o=v*i/x,l=y*a/b,r=e.l+e.w*m-i/2,n=e.t+e.h*(1-g)-a/2,p.x0=r,p.y0=n,p.w=i,p.h=a,p.sum=_,p.xaxis={type:"linear",range:[w+2*k-_,_-w-2*T],domain:[m-o/2,m+o/2],_id:"x"},f(p.xaxis,p.graphDiv._fullLayout),p.xaxis.setScale(),p.xaxis.isPtWithinRange=function(t){return t.a>=p.aaxis.range[0]&&t.a<=p.aaxis.range[1]&&t.b>=p.baxis.range[1]&&t.b<=p.baxis.range[0]&&t.c>=p.caxis.range[1]&&t.c<=p.caxis.range[0]},p.yaxis={type:"linear",range:[w,_-T-k],domain:[g-l/2,g+l/2],_id:"y"},f(p.yaxis,p.graphDiv._fullLayout),p.yaxis.setScale(),p.yaxis.isPtWithinRange=function(){return!0};var A=p.yaxis.domain[0],M=p.aaxis=h({},t.aaxis,{range:[w,_-T-k],side:"left",tickangle:(+t.aaxis.tickangle||0)-30,domain:[A,A+l*E],anchor:"free",position:0,_id:"y",_length:i});f(M,p.graphDiv._fullLayout),M.setScale();var S=p.baxis=h({},t.baxis,{range:[_-w-k,T],side:"bottom",domain:p.xaxis.domain,anchor:"free",position:0,_id:"x",_length:i});f(S,p.graphDiv._fullLayout),S.setScale();var L=p.caxis=h({},t.caxis,{range:[_-w-T,k],side:"right",tickangle:(+t.caxis.tickangle||0)+30,domain:[A,A+l*E],anchor:"free",position:0,_id:"y",_length:i});f(L,p.graphDiv._fullLayout),L.setScale();var C="M"+r+","+(n+a)+"h"+i+"l-"+i/2+",-"+a+"Z";p.clipDef.select("path").attr("d",C),p.layers.plotbg.select("path").attr("d",C);var P="M0,"+a+"h"+i+"l-"+i/2+",-"+a+"Z";p.clipDefRelative.select("path").attr("d",P);var I=s(r,n);p.plotContainer.selectAll(".scatterlayer,.maplayer").attr("transform",I),p.clipDefRelative.select("path").attr("transform",null);var O=s(r-S._offset,n+a);p.layers.baxis.attr("transform",O),p.layers.bgrid.attr("transform",O);var z=s(r+i/2,n)+"rotate(30)"+s(0,-M._offset);p.layers.aaxis.attr("transform",z),p.layers.agrid.attr("transform",z);var D=s(r+i/2,n)+"rotate(-30)"+s(0,-L._offset);p.layers.caxis.attr("transform",D),p.layers.cgrid.attr("transform",D),p.drawAxes(!0),p.layers.aline.select("path").attr("d",M.showline?"M"+r+","+(n+a)+"l"+i/2+",-"+a:"M0,0").call(c.stroke,M.linecolor||"#000").style("stroke-width",(M.linewidth||0)+"px"),p.layers.bline.select("path").attr("d",S.showline?"M"+r+","+(n+a)+"h"+i:"M0,0").call(c.stroke,S.linecolor||"#000").style("stroke-width",(S.linewidth||0)+"px"),p.layers.cline.select("path").attr("d",L.showline?"M"+(r+i/2)+","+n+"l"+i/2+","+a:"M0,0").call(c.stroke,L.linecolor||"#000").style("stroke-width",(L.linewidth||0)+"px"),p.graphDiv._context.staticPlot||p.initInteractions(),u.setClipUrl(p.layers.frontplot,p._hasClipOnAxisFalse?null:p.clipId,p.graphDiv)},S.drawAxes=function(t){var e=this.graphDiv,r=this.id.substr(7)+"title",n=this.layers,i=this.aaxis,a=this.baxis,o=this.caxis;if(this.drawAx(i),this.drawAx(a),this.drawAx(o),t){var s=Math.max(i.showticklabels?i.tickfont.size/2:0,(o.showticklabels?.75*o.tickfont.size:0)+("outside"===o.ticks?.87*o.ticklen:0)),c=(a.showticklabels?a.tickfont.size:0)+("outside"===a.ticks?a.ticklen:0)+3;n["a-title"]=b.draw(e,"a"+r,{propContainer:i,propName:this.id+".aaxis.title",placeholder:l(e,"Click to enter Component A title"),attributes:{x:this.x0+this.w/2,y:this.y0-i.title.font.size/3-s,"text-anchor":"middle"}}),n["b-title"]=b.draw(e,"b"+r,{propContainer:a,propName:this.id+".baxis.title",placeholder:l(e,"Click to enter Component B title"),attributes:{x:this.x0-c,y:this.y0+this.h+.83*a.title.font.size+c,"text-anchor":"middle"}}),n["c-title"]=b.draw(e,"c"+r,{propContainer:o,propName:this.id+".caxis.title",placeholder:l(e,"Click to enter Component C title"),attributes:{x:this.x0+this.w+c,y:this.y0+this.h+.83*o.title.font.size+c,"text-anchor":"middle"}})}},S.drawAx=function(t){var e,r=this.graphDiv,n=t._name,i=n.charAt(0),a=t._id,s=this.layers[n],l=i+"tickLayout",c=(e=t).ticks+String(e.ticklen)+String(e.showticklabels);this[l]!==c&&(s.selectAll("."+a+"tick").remove(),this[l]=c),t.setScale();var u=d.calcTicks(t),f=d.clipEnds(t,u),h=d.makeTransTickFn(t),p=d.getTickSigns(t)[2],m=o.deg2rad(30),g=p*(t.linewidth||1)/2,v=p*t.ticklen,y=this.w,x=this.h,b="b"===i?"M0,"+g+"l"+Math.sin(m)*v+","+Math.cos(m)*v:"M"+g+",0l"+Math.cos(m)*v+","+-Math.sin(m)*v,_={a:"M0,0l"+x+",-"+y/2,b:"M0,0l-"+y/2+",-"+x,c:"M0,0l-"+x+","+y/2}[i];d.drawTicks(r,t,{vals:"inside"===t.ticks?f:u,layer:s,path:b,transFn:h,crisp:!1}),d.drawGrid(r,t,{vals:f,layer:this.layers[i+"grid"],path:_,transFn:h,crisp:!1}),d.drawLabels(r,t,{vals:u,layer:s,transFn:h,labelFns:d.makeLabelFns(t,0,30)})};var L=A.MINZOOM/2+.87,C="m-0.87,.5h"+L+"v3h-"+(L+5.2)+"l"+(L/2+2.6)+",-"+(.87*L+4.5)+"l2.6,1.5l-"+L/2+","+.87*L+"Z",P="m0.87,.5h-"+L+"v3h"+(L+5.2)+"l-"+(L/2+2.6)+",-"+(.87*L+4.5)+"l-2.6,1.5l"+L/2+","+.87*L+"Z",I="m0,1l"+L/2+","+.87*L+"l2.6,-1.5l-"+(L/2+2.6)+",-"+(.87*L+4.5)+"l-"+(L/2+2.6)+","+(.87*L+4.5)+"l2.6,1.5l"+L/2+",-"+.87*L+"Z",O=!0;function z(t){n.select(t).selectAll(".zoombox,.js-zoombox-backdrop,.js-zoombox-menu,.zoombox-corners").remove()}S.clearSelect=function(){k(this.dragOptions),T(this.dragOptions.gd)},S.initInteractions=function(){var t,e,r,n,f,h,p,d,v,b,T,k,M=this,S=M.layers.plotbg.select("path").node(),L=M.graphDiv,D=L._fullLayout._zoomlayer;function R(t){var e={};return e[M.id+".aaxis.min"]=t.a,e[M.id+".baxis.min"]=t.b,e[M.id+".caxis.min"]=t.c,e}function F(t,e){var r=L._fullLayout.clickmode;z(L),2===t&&(L.emit("plotly_doubleclick",null),a.call("_guiRelayout",L,R({a:0,b:0,c:0}))),r.indexOf("select")>-1&&1===t&&w(e,L,[M.xaxis],[M.yaxis],M.id,M.dragOptions),r.indexOf("event")>-1&&g.click(L,e,M.id)}function B(t,e){return 1-e/M.h}function N(t,e){return 1-(t+(M.h-e)/Math.sqrt(3))/M.w}function j(t,e){return(t-(M.h-e)/Math.sqrt(3))/M.w}function U(i,a){var o=r+i*t,s=n+a*e,l=Math.max(0,Math.min(1,B(0,n),B(0,s))),c=Math.max(0,Math.min(1,N(r,n),N(o,s))),u=Math.max(0,Math.min(1,j(r,n),j(o,s))),m=(l/2+u)*M.w,g=(1-l/2-c)*M.w,y=(m+g)/2,x=g-m,_=(1-l)*M.h,w=_-x/E;x.2?"rgba(0,0,0,0.4)":"rgba(255,255,255,0.3)").duration(200),k.transition().style("opacity",1).duration(200),b=!0),L.emit("plotly_relayouting",R(p))}function V(){z(L),p!==f&&(a.call("_guiRelayout",L,R(p)),O&&L.data&&L._context.showTips&&(o.notifier(l(L,"Double-click to zoom back out"),"long"),O=!1))}function H(t,e){var 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R,F,B=[(c.left+c.right)/2,(c.top+c.bottom)/2],N=[(u.left+u.right)/2,(u.top+u.bottom)/2],j=.75*m.delta.font.size;"left"===m.delta.position&&(R=S(m,"deltaPos",0,-1*(c.width*b[m.align]+u.width*(1-b[m.align])+j),D,Math.min),F=B[1]-N[1],h={width:c.width+u.width+j,height:Math.max(c.height,u.height),left:u.left+R,right:c.right,top:Math.min(c.top,u.top+F),bottom:Math.max(c.bottom,u.bottom+F)}),"right"===m.delta.position&&(R=S(m,"deltaPos",0,c.width*(1-b[m.align])+u.width*b[m.align]+j,D,Math.max),F=B[1]-N[1],h={width:c.width+u.width+j,height:Math.max(c.height,u.height),left:c.left,right:u.right+R,top:Math.min(c.top,u.top+F),bottom:Math.max(c.bottom,u.bottom+F)}),"bottom"===m.delta.position&&(R=null,F=u.height,h={width:Math.max(c.width,u.width),height:c.height+u.height,left:Math.min(c.left,u.left),right:Math.max(c.right,u.right),top:c.bottom-c.height,bottom:c.bottom+u.height}),"top"===m.delta.position&&(R=null,F=c.top,h={width:Math.max(c.width,u.width),height:c.height+u.height,left:Math.min(c.left,u.left),right:Math.max(c.right,u.right),top:c.bottom-c.height-u.height,bottom:c.bottom}),z.attr({dx:R,dy:F})}(m._hasNumber||m._hasDelta)&&C.attr("transform",(function(){var 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U=j.select("path");w(M)?(U.transition().duration(M.duration).ease(M.easing).each("end",(function(){S&&S()})).each("interrupt",(function(){S&&S()})).attrTween("d",(V=N,H=L(r[0].lastY),q=L(r[0].y),function(){var t=i(H,q);return function(e){return V.endAngle(t(e))()}})),p._lastValue=r[0].y):U.attr("d","number"==typeof r[0].y?N.endAngle(L(r[0].y)):"M0,0Z");var V,H,q;U.call(T),j.exit().remove(),F=[];var G=p.gauge.threshold.value;(G||0===G)&&F.push({range:[G,G],color:p.gauge.threshold.color,line:{color:p.gauge.threshold.line.color,width:p.gauge.threshold.line.width},thickness:p.gauge.threshold.thickness});var Y=_.selectAll("g.threshold-arc").data(F);Y.enter().append("g").classed("threshold-arc",!0).append("path"),Y.select("path").call(P).call(T),Y.exit().remove();var W=_.selectAll("g.gauge-outline").data([x]);W.enter().append("g").classed("gauge-outline",!0).append("path"),W.select("path").call(P).call(T),W.exit().remove()}(t,0,e,{radius:U,innerRadius:V,gauge:Y,layer:W,size:B,gaugeBg:C,gaugeOutline:P,transitionOpts:r,onComplete:g});var X=O.selectAll("g.bullet").data(R?e:[]);X.exit().remove();var Z=O.selectAll("g.bulletaxis").data(R?e:[]);Z.exit().remove(),R&&function(t,e,r,n){var i,a,o,s,c,u=r[0].trace,f=n.gauge,p=n.layer,m=n.gaugeBg,g=n.gaugeOutline,v=n.size,x=u.domain,b=n.transitionOpts,_=n.onComplete;f.enter().append("g").classed("bullet",!0),f.attr("transform",l(v.l,v.t)),p.enter().append("g").classed("bulletaxis",!0).classed("crisp",!0),p.selectAll("g.xbulletaxistick,path,text").remove();var A=v.h,M=u.gauge.bar.thickness*A,S=x.x[0],E=x.x[0]+(x.x[1]-x.x[0])*(u._hasNumber||u._hasDelta?1-h.bulletNumberDomainSize:1);(i=k(t,u.gauge.axis))._id="xbulletaxis",i.domain=[S,E],i.setScale(),a=d.calcTicks(i),o=d.makeTransTickFn(i),s=d.getTickSigns(i)[2],c=v.t+v.h,i.visible&&(d.drawTicks(t,i,{vals:"inside"===i.ticks?d.clipEnds(i,a):a,layer:p,path:d.makeTickPath(i,c,s),transFn:o}),d.drawLabels(t,i,{vals:a,layer:p,transFn:o,labelFns:d.makeLabelFns(i,c)}));function L(t){t.attr("width",(function(t){return Math.max(0,i.c2p(t.range[1])-i.c2p(t.range[0]))})).attr("x",(function(t){return i.c2p(t.range[0])})).attr("y",(function(t){return.5*(1-t.thickness)*A})).attr("height",(function(t){return t.thickness*A}))}var C=[m].concat(u.gauge.steps),P=f.selectAll("g.bg-bullet").data(C);P.enter().append("g").classed("bg-bullet",!0).append("rect"),P.select("rect").call(L).call(T),P.exit().remove();var I=f.selectAll("g.value-bullet").data([u.gauge.bar]);I.enter().append("g").classed("value-bullet",!0).append("rect"),I.select("rect").attr("height",M).attr("y",(A-M)/2).call(T),w(b)?I.select("rect").transition().duration(b.duration).ease(b.easing).each("end",(function(){_&&_()})).each("interrupt",(function(){_&&_()})).attr("width",Math.max(0,i.c2p(Math.min(u.gauge.axis.range[1],r[0].y)))):I.select("rect").attr("width","number"==typeof r[0].y?Math.max(0,i.c2p(Math.min(u.gauge.axis.range[1],r[0].y))):0);I.exit().remove();var O=r.filter((function(){return u.gauge.threshold.value||0===u.gauge.threshold.value})),z=f.selectAll("g.threshold-bullet").data(O);z.enter().append("g").classed("threshold-bullet",!0).append("line"),z.select("line").attr("x1",i.c2p(u.gauge.threshold.value)).attr("x2",i.c2p(u.gauge.threshold.value)).attr("y1",(1-u.gauge.threshold.thickness)/2*A).attr("y2",(1-(1-u.gauge.threshold.thickness)/2)*A).call(y.stroke,u.gauge.threshold.line.color).style("stroke-width",u.gauge.threshold.line.width),z.exit().remove();var D=f.selectAll("g.gauge-outline").data([g]);D.enter().append("g").classed("gauge-outline",!0).append("rect"),D.select("rect").call(L).call(T),D.exit().remove()}(t,0,e,{gauge:X,layer:Z,size:B,gaugeBg:C,gaugeOutline:P,transitionOpts:r,onComplete:g});var J=O.selectAll("text.title").data(e);J.exit().remove(),J.enter().append("text").classed("title",!0),J.attr("text-anchor",(function(){return 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n=t("../../components/colorscale/attributes"),i=t("../../plots/cartesian/axis_format_attributes").axisHoverFormat,a=t("../../plots/template_attributes").hovertemplateAttrs,o=t("../mesh3d/attributes"),s=t("../../plots/attributes"),l=t("../../lib/extend").extendFlat,c=t("../../plot_api/edit_types").overrideAll;var 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n=t("../../components/colorscale/attributes"),i=t("../../plots/cartesian/axis_format_attributes").axisHoverFormat,a=t("../../plots/template_attributes").hovertemplateAttrs,o=t("../surface/attributes"),s=t("../../plots/attributes"),l=t("../../lib/extend").extendFlat;e.exports=l({x:{valType:"data_array",editType:"calc+clearAxisTypes"},y:{valType:"data_array",editType:"calc+clearAxisTypes"},z:{valType:"data_array",editType:"calc+clearAxisTypes"},i:{valType:"data_array",editType:"calc"},j:{valType:"data_array",editType:"calc"},k:{valType:"data_array",editType:"calc"},text:{valType:"string",dflt:"",arrayOk:!0,editType:"calc"},hovertext:{valType:"string",dflt:"",arrayOk:!0,editType:"calc"},hovertemplate:a({editType:"calc"}),xhoverformat:i("x"),yhoverformat:i("y"),zhoverformat:i("z"),delaunayaxis:{valType:"enumerated",values:["x","y","z"],dflt:"z",editType:"calc"},alphahull:{valType:"number",dflt:-1,editType:"calc"},intensity:{valType:"data_array",editType:"calc"},intensitymode:{valType:"enumerated",values:["vertex","cell"],dflt:"vertex",editType:"calc"},color:{valType:"color",editType:"calc"},vertexcolor:{valType:"data_array",editType:"calc"},facecolor:{valType:"data_array",editType:"calc"},transforms:void 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n=t("../../components/colorscale/calc");e.exports=function(t,e){e.intensity&&n(t,e,{vals:e.intensity,containerStr:"",cLetter:"c"})}},{"../../components/colorscale/calc":369}],864:[function(t,e,r){"use strict";var n=t("../../../stackgl_modules").gl_mesh3d,i=t("../../../stackgl_modules").delaunay_triangulate,a=t("../../../stackgl_modules").alpha_shape,o=t("../../../stackgl_modules").convex_hull,s=t("../../lib/gl_format_color").parseColorScale,l=t("../../lib/str2rgbarray"),c=t("../../components/colorscale").extractOpts,u=t("../../plots/gl3d/zip3");function f(t,e,r){this.scene=t,this.uid=r,this.mesh=e,this.name="",this.color="#fff",this.data=null,this.showContour=!1}var h=f.prototype;function p(t){for(var e=[],r=t.length,n=0;n=e-.5)return!1;return!0}h.handlePick=function(t){if(t.object===this.mesh){var e=t.index=t.data.index;t.data._cellCenter?t.traceCoordinate=t.data.dataCoordinate:t.traceCoordinate=[this.data.x[e],this.data.y[e],this.data.z[e]];var 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o=r("x"),s=r("open"),l=r("high"),c=r("low"),u=r("close");if(r("hoverlabel.split"),n.getComponentMethod("calendars","handleTraceDefaults")(t,e,["x"],a),s&&l&&c&&u){var f=Math.min(s.length,l.length,c.length,u.length);return o&&(f=Math.min(f,i.minRowLength(o))),e._length=f,f}}},{"../../lib":498,"../../registry":633}],873:[function(t,e,r){"use strict";var n=t("@plotly/d3"),i=t("../../lib");e.exports=function(t,e,r,a){var o=e.yaxis,s=e.xaxis,l=!!s.rangebreaks;i.makeTraceGroups(a,r,"trace ohlc").each((function(t){var e=n.select(this),r=t[0],a=r.t;if(!0!==r.trace.visible||a.empty)e.remove();else{var c=a.tickLen,u=e.selectAll("path").data(i.identity);u.enter().append("path"),u.exit().remove(),u.attr("d",(function(t){if(t.empty)return"M0,0Z";var e=s.c2p(t.pos-c,!0),r=s.c2p(t.pos+c,!0),n=l?(e+r)/2:s.c2p(t.pos,!0);return"M"+e+","+o.c2p(t.o,!0)+"H"+n+"M"+n+","+o.c2p(t.h,!0)+"V"+o.c2p(t.l,!0)+"M"+r+","+o.c2p(t.c,!0)+"H"+n}))}}))}},{"../../lib":498,"@plotly/d3":58}],874:[function(t,e,r){"use strict";e.exports=function(t,e){var r,n=t.cd,i=t.xaxis,a=t.yaxis,o=[],s=n[0].t.bPos||0;if(!1===e)for(r=0;r=t.length)return!1;if(void 0!==e[t[r]])return!1;e[t[r]]=!0}return!0}(t.map((function(t){return t.displayindex}))))for(e=0;e0;c&&(o="array");var u=r("categoryorder",o);"array"===u?(r("categoryarray"),r("ticktext")):(delete t.categoryarray,delete t.ticktext),c||"array"!==u||(e.categoryorder="trace")}}e.exports=function(t,e,r,f){function h(r,i){return n.coerce(t,e,l,r,i)}var p=s(t,e,{name:"dimensions",handleItemDefaults:u}),d=function(t,e,r,o,s){s("line.shape"),s("line.hovertemplate");var l=s("line.color",o.colorway[0]);if(i(t,"line")&&n.isArrayOrTypedArray(l)){if(l.length)return s("line.colorscale"),a(t,e,o,s,{prefix:"line.",cLetter:"c"}),l.length;e.line.color=r}return 1/0}(t,e,r,f,h);o(e,f,h),Array.isArray(p)&&p.length||(e.visible=!1),c(e,p,"values",d),h("hoveron"),h("hovertemplate"),h("arrangement"),h("bundlecolors"),h("sortpaths"),h("counts");var m={family:f.font.family,size:Math.round(f.font.size),color:f.font.color};n.coerceFont(h,"labelfont",m);var g={family:f.font.family,size:Math.round(f.font.size/1.2),color:f.font.color};n.coerceFont(h,"tickfont",g)}},{"../../components/colorscale/defaults":371,"../../components/colorscale/helpers":372,"../../lib":498,"../../plots/array_container_defaults":544,"../../plots/domain":579,"../parcoords/merge_length":893,"./attributes":876}],880:[function(t,e,r){"use strict";e.exports={attributes:t("./attributes"),supplyDefaults:t("./defaults"),calc:t("./calc"),plot:t("./plot"),colorbar:{container:"line",min:"cmin",max:"cmax"},moduleType:"trace",name:"parcats",basePlotModule:t("./base_plot"),categories:["noOpacity"],meta:{}}},{"./attributes":876,"./base_plot":877,"./calc":878,"./defaults":879,"./plot":882}],881:[function(t,e,r){"use strict";var n=t("@plotly/d3"),i=t("d3-interpolate").interpolateNumber,a=t("../../plot_api/plot_api"),o=t("../../components/fx"),s=t("../../lib"),l=s.strTranslate,c=t("../../components/drawing"),u=t("tinycolor2"),f=t("../../lib/svg_text_utils");function h(t,e,r,i){var a=t.map(F.bind(0,e,r)),o=i.selectAll("g.parcatslayer").data([null]);o.enter().append("g").attr("class","parcatslayer").style("pointer-events","all");var u=o.selectAll("g.trace.parcats").data(a,p),h=u.enter().append("g").attr("class","trace parcats");u.attr("transform",(function(t){return l(t.x,t.y)})),h.append("g").attr("class","paths");var y=u.select("g.paths").selectAll("path.path").data((function(t){return t.paths}),p);y.attr("fill",(function(t){return t.model.color}));var x=y.enter().append("path").attr("class","path").attr("stroke-opacity",0).attr("fill",(function(t){return t.model.color})).attr("fill-opacity",0);_(x),y.attr("d",(function(t){return t.svgD})),x.empty()||y.sort(m),y.exit().remove(),y.on("mouseover",g).on("mouseout",v).on("click",b),h.append("g").attr("class","dimensions");var w=u.select("g.dimensions").selectAll("g.dimension").data((function(t){return t.dimensions}),p);w.enter().append("g").attr("class","dimension"),w.attr("transform",(function(t){return l(t.x,0)})),w.exit().remove();var A=w.selectAll("g.category").data((function(t){return t.categories}),p),M=A.enter().append("g").attr("class","category");A.attr("transform",(function(t){return l(0,t.y)})),M.append("rect").attr("class","catrect").attr("pointer-events","none"),A.select("rect.catrect").attr("fill","none").attr("width",(function(t){return t.width})).attr("height",(function(t){return t.height})),T(M);var S=A.selectAll("rect.bandrect").data((function(t){return t.bands}),p);S.each((function(){s.raiseToTop(this)})),S.attr("fill",(function(t){return t.color}));var E=S.enter().append("rect").attr("class","bandrect").attr("stroke-opacity",0).attr("fill",(function(t){return t.color})).attr("fill-opacity",0);S.attr("fill",(function(t){return t.color})).attr("width",(function(t){return t.width})).attr("height",(function(t){return t.height})).attr("y",(function(t){return t.y})).attr("cursor",(function(t){return"fixed"===t.parcatsViewModel.arrangement?"default":"perpendicular"===t.parcatsViewModel.arrangement?"ns-resize":"move"})),k(E),S.exit().remove(),M.append("text").attr("class","catlabel").attr("pointer-events","none");var z=e._fullLayout.paper_bgcolor;A.select("text.catlabel").attr("text-anchor",(function(t){return d(t)?"start":"end"})).attr("alignment-baseline","middle").style("text-shadow",f.makeTextShadow(z)).style("fill","rgb(0, 0, 0)").attr("x",(function(t){return d(t)?t.width+5:-5})).attr("y",(function(t){return t.height/2})).text((function(t){return t.model.categoryLabel})).each((function(t){c.font(n.select(this),t.parcatsViewModel.categorylabelfont),f.convertToTspans(n.select(this),e)})),M.append("text").attr("class","dimlabel"),A.select("text.dimlabel").attr("text-anchor","middle").attr("alignment-baseline","baseline").attr("cursor",(function(t){return"fixed"===t.parcatsViewModel.arrangement?"default":"ew-resize"})).attr("x",(function(t){return t.width/2})).attr("y",-5).text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})).each((function(t){c.font(n.select(this),t.parcatsViewModel.labelfont)})),A.selectAll("rect.bandrect").on("mouseover",L).on("mouseout",C),A.exit().remove(),w.call(n.behavior.drag().origin((function(t){return{x:t.x,y:0}})).on("dragstart",P).on("drag",I).on("dragend",O)),u.each((function(t){t.traceSelection=n.select(this),t.pathSelection=n.select(this).selectAll("g.paths").selectAll("path.path"),t.dimensionSelection=n.select(this).selectAll("g.dimensions").selectAll("g.dimension")})),u.exit().remove()}function p(t){return t.key}function d(t){var e=t.parcatsViewModel.dimensions.length,r=t.parcatsViewModel.dimensions[e-1].model.dimensionInd;return t.model.dimensionInd===r}function m(t,e){return t.model.rawColor>e.model.rawColor?1:t.model.rawColor"),L=n.mouse(f)[0];o.loneHover({trace:h,x:b-d.left+m.left,y:_-d.top+m.top,text:E,color:t.model.color,borderColor:"black",fontFamily:'Monaco, "Courier New", monospace',fontSize:10,fontColor:T,idealAlign:L1&&h.displayInd===f.dimensions.length-1?(i=c.left,a="left"):(i=c.left+c.width,a="right");var m=u.model.count,g=u.model.categoryLabel,v=m/u.parcatsViewModel.model.count,y={countLabel:m,categoryLabel:g,probabilityLabel:v.toFixed(3)},x=[];-1!==u.parcatsViewModel.hoverinfoItems.indexOf("count")&&x.push(["Count:",y.countLabel].join(" ")),-1!==u.parcatsViewModel.hoverinfoItems.indexOf("probability")&&x.push(["P("+y.categoryLabel+"):",y.probabilityLabel].join(" "));var b=x.join("
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e=t.parcatsViewModel;if(!e.dragDimension&&(_(e.pathSelection),T(e.dimensionSelection.selectAll("g.category")),k(e.dimensionSelection.selectAll("g.category").selectAll("rect.bandrect")),o.loneUnhover(e.graphDiv._fullLayout._hoverlayer.node()),e.pathSelection.sort(m),-1===e.hoverinfoItems.indexOf("skip"))){"color"===t.parcatsViewModel.hoveron?S(this,"plotly_unhover",n.event):M(this,"plotly_unhover",n.event)}}function P(t){"fixed"!==t.parcatsViewModel.arrangement&&(t.dragDimensionDisplayInd=t.model.displayInd,t.initialDragDimensionDisplayInds=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),t.dragHasMoved=!1,t.dragCategoryDisplayInd=null,n.select(this).selectAll("g.category").select("rect.catrect").each((function(e){var r=n.mouse(this)[0],i=n.mouse(this)[1];-2<=r&&r<=e.width+2&&-2<=i&&i<=e.height+2&&(t.dragCategoryDisplayInd=e.model.displayInd,t.initialDragCategoryDisplayInds=t.model.categories.map((function(t){return t.displayInd})),e.model.dragY=e.y,s.raiseToTop(this.parentNode),n.select(this.parentNode).selectAll("rect.bandrect").each((function(e){e.yf.y+f.height/2&&(o.model.displayInd=f.model.displayInd,f.model.displayInd=l),t.dragCategoryDisplayInd=o.model.displayInd}if(null===t.dragCategoryDisplayInd||"freeform"===t.parcatsViewModel.arrangement){a.model.dragX=n.event.x;var h=t.parcatsViewModel.dimensions[r],p=t.parcatsViewModel.dimensions[i];void 0!==h&&a.model.dragXp.x&&(a.model.displayInd=p.model.displayInd,p.model.displayInd=t.dragDimensionDisplayInd),t.dragDimensionDisplayInd=a.model.displayInd}j(t.parcatsViewModel),N(t.parcatsViewModel),R(t.parcatsViewModel),D(t.parcatsViewModel)}}function O(t){if("fixed"!==t.parcatsViewModel.arrangement&&null!==t.dragDimensionDisplayInd){n.select(this).selectAll("text").attr("font-weight","normal");var e={},r=z(t.parcatsViewModel),i=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),o=t.initialDragDimensionDisplayInds.some((function(t,e){return t!==i[e]}));o&&i.forEach((function(r,n){var i=t.parcatsViewModel.model.dimensions[n].containerInd;e["dimensions["+i+"].displayindex"]=r}));var s=!1;if(null!==t.dragCategoryDisplayInd){var l=t.model.categories.map((function(t){return t.displayInd}));if(s=t.initialDragCategoryDisplayInds.some((function(t,e){return t!==l[e]}))){var c=t.model.categories.slice().sort((function(t,e){return t.displayInd-e.displayInd})),u=c.map((function(t){return t.categoryValue})),f=c.map((function(t){return t.categoryLabel}));e["dimensions["+t.model.containerInd+"].categoryarray"]=[u],e["dimensions["+t.model.containerInd+"].ticktext"]=[f],e["dimensions["+t.model.containerInd+"].categoryorder"]="array"}}if(-1===t.parcatsViewModel.hoverinfoItems.indexOf("skip")&&!t.dragHasMoved&&t.potentialClickBand&&("color"===t.parcatsViewModel.hoveron?S(t.potentialClickBand,"plotly_click",n.event.sourceEvent):M(t.potentialClickBand,"plotly_click",n.event.sourceEvent)),t.model.dragX=null,null!==t.dragCategoryDisplayInd)t.parcatsViewModel.dimensions[t.dragDimensionDisplayInd].categories[t.dragCategoryDisplayInd].model.dragY=null,t.dragCategoryDisplayInd=null;t.dragDimensionDisplayInd=null,t.parcatsViewModel.dragDimension=null,t.dragHasMoved=null,t.potentialClickBand=null,j(t.parcatsViewModel),N(t.parcatsViewModel),n.transition().duration(300).ease("cubic-in-out").each((function(){R(t.parcatsViewModel,!0),D(t.parcatsViewModel,!0)})).each("end",(function(){(o||s)&&a.restyle(t.parcatsViewModel.graphDiv,e,[r])}))}}function z(t){for(var e,r=t.graphDiv._fullData,n=0;n=0;s--)u+="C"+c[s]+","+(e[s+1]+n)+" "+l[s]+","+(e[s]+n)+" "+(t[s]+r[s])+","+(e[s]+n),u+="l-"+r[s]+",0 ";return u+="Z"}function N(t){var e=t.dimensions,r=t.model,n=e.map((function(t){return t.categories.map((function(t){return t.y}))})),i=t.model.dimensions.map((function(t){return t.categories.map((function(t){return t.displayInd}))})),a=t.model.dimensions.map((function(t){return t.displayInd})),o=t.dimensions.map((function(t){return t.model.dimensionInd})),s=e.map((function(t){return t.x})),l=e.map((function(t){return t.width})),c=[];for(var u in r.paths)r.paths.hasOwnProperty(u)&&c.push(r.paths[u]);function f(t){var e=t.categoryInds.map((function(t,e){return i[e][t]}));return o.map((function(t){return e[t]}))}c.sort((function(e,r){var n=f(e),i=f(r);return"backward"===t.sortpaths&&(n.reverse(),i.reverse()),n.push(e.valueInds[0]),i.push(r.valueInds[0]),t.bundlecolors&&(n.unshift(e.rawColor),i.unshift(r.rawColor)),ni?1:0}));for(var h=new Array(c.length),p=e[0].model.count,d=e[0].categories.map((function(t){return t.height})).reduce((function(t,e){return t+e})),m=0;m0?d*(v.count/p):0;for(var y,x=new Array(n.length),b=0;b1?(t.width-80-16)/(n-1):0)*i;var a,o,s,l,c,u=[],f=t.model.maxCats,h=e.categories.length,p=e.count,d=t.height-8*(f-1),m=8*(f-h)/2,g=e.categories.map((function(t){return{displayInd:t.displayInd,categoryInd:t.categoryInd}}));for(g.sort((function(t,e){return t.displayInd-e.displayInd})),c=0;c0?o.count/p*d:0,s={key:o.valueInds[0],model:o,width:16,height:a,y:null!==o.dragY?o.dragY:m,bands:[],parcatsViewModel:t},m=m+a+8,u.push(s);return{key:e.dimensionInd,x:null!==e.dragX?e.dragX:r,y:0,width:16,model:e,categories:u,parcatsViewModel:t,dragCategoryDisplayInd:null,dragDimensionDisplayInd:null,initialDragDimensionDisplayInds:null,initialDragCategoryDisplayInds:null,dragHasMoved:null,potentialClickBand:null}}e.exports=function(t,e,r,n){h(r,t,n,e)}},{"../../components/drawing":383,"../../components/fx":401,"../../lib":498,"../../lib/svg_text_utils":524,"../../plot_api/plot_api":535,"@plotly/d3":58,"d3-interpolate":111,tinycolor2:307}],882:[function(t,e,r){"use strict";var n=t("./parcats");e.exports=function(t,e,r,i){var a=t._fullLayout,o=a._paper,s=a._size;n(t,o,e,{width:s.w,height:s.h,margin:{t:s.t,r:s.r,b:s.b,l:s.l}},r,i)}},{"./parcats":881}],883:[function(t,e,r){"use strict";var n=t("../../components/colorscale/attributes"),i=t("../../plots/cartesian/layout_attributes"),a=t("../../plots/font_attributes"),o=t("../../plots/domain").attributes,s=t("../../lib/extend").extendFlat,l=t("../../plot_api/plot_template").templatedArray;e.exports={domain:o({name:"parcoords",trace:!0,editType:"plot"}),labelangle:{valType:"angle",dflt:0,editType:"plot"},labelside:{valType:"enumerated",values:["top","bottom"],dflt:"top",editType:"plot"},labelfont:a({editType:"plot"}),tickfont:a({editType:"plot"}),rangefont:a({editType:"plot"}),dimensions:l("dimension",{label:{valType:"string",editType:"plot"},tickvals:s({},i.tickvals,{editType:"plot"}),ticktext:s({},i.ticktext,{editType:"plot"}),tickformat:s({},i.tickformat,{editType:"plot"}),visible:{valType:"boolean",dflt:!0,editType:"plot"},range:{valType:"info_array",items:[{valType:"number",editType:"plot"},{valType:"number",editType:"plot"}],editType:"plot"},constraintrange:{valType:"info_array",freeLength:!0,dimensions:"1-2",items:[{valType:"any",editType:"plot"},{valType:"any",editType:"plot"}],editType:"plot"},multiselect:{valType:"boolean",dflt:!0,editType:"plot"},values:{valType:"data_array",editType:"calc"},editType:"calc"}),line:s({editType:"calc"},n("line",{colorscaleDflt:"Viridis",autoColorDflt:!1,editTypeOverride:"calc"}))}},{"../../components/colorscale/attributes":368,"../../lib/extend":488,"../../plot_api/plot_template":538,"../../plots/cartesian/layout_attributes":564,"../../plots/domain":579,"../../plots/font_attributes":580}],884:[function(t,e,r){"use 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r=e.height-i.mouse(t)[1]-2*n.verticalPadding,a=e.brush.svgBrush;a.wasDragged=!0,a._dragging=!0,a.grabbingBar?a.newExtent=[r-a.grabPoint,r+a.barLength-a.grabPoint].map(e.unitToPaddedPx.invert):a.newExtent=[a.startExtent,e.unitToPaddedPx.invert(r)].sort(s),e.brush.filterSpecified=!0,a.extent=a.stayingIntervals.concat([a.newExtent]),a.brushCallback(e),b(t.parentNode)}function T(t,e){var r=_(e,e.height-i.mouse(t)[1]-2*n.verticalPadding),a="crosshair";r.clickableOrdinalRange?a="pointer":r.region&&(a=r.region+"-resize"),i.select(document.body).style("cursor",a)}function k(t){t.on("mousemove",(function(t){i.event.preventDefault(),t.parent.inBrushDrag||T(this,t)})).on("mouseleave",(function(t){t.parent.inBrushDrag||y()})).call(i.behavior.drag().on("dragstart",(function(t){!function(t,e){i.event.sourceEvent.stopPropagation();var r=e.height-i.mouse(t)[1]-2*n.verticalPadding,a=e.unitToPaddedPx.invert(r),o=e.brush,s=_(e,r),l=s.interval,c=o.svgBrush;if(c.wasDragged=!1,c.grabbingBar="ns"===s.region,c.grabbingBar){var u=l.map(e.unitToPaddedPx);c.grabPoint=r-u[0]-n.verticalPadding,c.barLength=u[1]-u[0]}c.clickableOrdinalRange=s.clickableOrdinalRange,c.stayingIntervals=e.multiselect&&o.filterSpecified?o.filter.getConsolidated():[],l&&(c.stayingIntervals=c.stayingIntervals.filter((function(t){return t[0]!==l[0]&&t[1]!==l[1]}))),c.startExtent=s.region?l["s"===s.region?1:0]:a,e.parent.inBrushDrag=!0,c.brushStartCallback()}(this,t)})).on("drag",(function(t){w(this,t)})).on("dragend",(function(t){!function(t,e){var r=e.brush,n=r.filter,a=r.svgBrush;a._dragging||(T(t,e),w(t,e),e.brush.svgBrush.wasDragged=!1),a._dragging=!1,i.event.sourceEvent.stopPropagation();var o=a.grabbingBar;if(a.grabbingBar=!1,a.grabLocation=void 0,e.parent.inBrushDrag=!1,y(),!a.wasDragged)return a.wasDragged=void 0,a.clickableOrdinalRange?r.filterSpecified&&e.multiselect?a.extent.push(a.clickableOrdinalRange):(a.extent=[a.clickableOrdinalRange],r.filterSpecified=!0):o?(a.extent=a.stayingIntervals,0===a.extent.length&&M(r)):M(r),a.brushCallback(e),b(t.parentNode),void a.brushEndCallback(r.filterSpecified?n.getConsolidated():[]);var s=function(){n.set(n.getConsolidated())};if(e.ordinal){var l=e.unitTickvals;l[l.length-1]a.newExtent[0];a.extent=a.stayingIntervals.concat(c?[a.newExtent]:[]),a.extent.length||M(r),a.brushCallback(e),c?b(t.parentNode,s):(s(),b(t.parentNode))}else s();a.brushEndCallback(r.filterSpecified?n.getConsolidated():[])}(this,t)})))}function A(t,e){return t[0]-e[0]}function M(t){t.filterSpecified=!1,t.svgBrush.extent=[[-1/0,1/0]]}function S(t){for(var e,r=t.slice(),n=[],i=r.shift();i;){for(e=i.slice();(i=r.shift())&&i[0]<=e[1];)e[1]=Math.max(e[1],i[1]);n.push(e)}return 1===n.length&&n[0][0]>n[0][1]&&(n=[]),n}e.exports={makeBrush:function(t,e,r,n,i,a){var o,l=function(){var t,e,r=[];return{set:function(n){1===(r=n.map((function(t){return t.slice().sort(s)})).sort(A)).length&&r[0][0]===-1/0&&r[0][1]===1/0&&(r=[[0,-1]]),t=S(r),e=r.reduce((function(t,e){return[Math.min(t[0],e[0]),Math.max(t[1],e[1])]}),[1/0,-1/0])},get:function(){return r.slice()},getConsolidated:function(){return t},getBounds:function(){return e}}}();return l.set(r),{filter:l,filterSpecified:e,svgBrush:{extent:[],brushStartCallback:n,brushCallback:(o=i,function(t){var e=t.brush,r=function(t){return t.svgBrush.extent.map((function(t){return t.slice()}))}(e).slice();e.filter.set(r),o()}),brushEndCallback:a}}},ensureAxisBrush:function(t,e){var r=t.selectAll("."+n.cn.axisBrush).data(o,a);r.enter().append("g").classed(n.cn.axisBrush,!0),function(t,e){var r=t.selectAll(".background").data(o);r.enter().append("rect").classed("background",!0).call(d).call(m).style("pointer-events","auto").attr("transform",l(0,n.verticalPadding)),r.call(k).attr("height",(function(t){return t.height-n.verticalPadding}));var i=t.selectAll(".highlight-shadow").data(o);i.enter().append("line").classed("highlight-shadow",!0).attr("x",-n.bar.width/2).attr("stroke-width",n.bar.width+n.bar.strokeWidth).attr("stroke",e).attr("opacity",n.bar.strokeOpacity).attr("stroke-linecap","butt"),i.attr("y1",(function(t){return t.height})).call(x);var a=t.selectAll(".highlight").data(o);a.enter().append("line").classed("highlight",!0).attr("x",-n.bar.width/2).attr("stroke-width",n.bar.width-n.bar.strokeWidth).attr("stroke",n.bar.fillColor).attr("opacity",n.bar.fillOpacity).attr("stroke-linecap","butt"),a.attr("y1",(function(t){return t.height})).call(x)}(r,e)},cleanRanges:function(t,e){if(Array.isArray(t[0])?(t=t.map((function(t){return t.sort(s)})),t=e.multiselect?S(t.sort(A)):[t[0]]):t=[t.sort(s)],e.tickvals){var r=e.tickvals.slice().sort(s);if(!(t=t.map((function(t){var e=[p(0,r,t[0],[]),p(1,r,t[1],[])];if(e[1]>e[0])return e})).filter((function(t){return t}))).length)return}return t.length>1?t:t[0]}}},{"../../lib":498,"../../lib/gup":495,"./constants":888,"@plotly/d3":58}],885:[function(t,e,r){"use strict";e.exports={attributes:t("./attributes"),supplyDefaults:t("./defaults"),calc:t("./calc"),colorbar:{container:"line",min:"cmin",max:"cmax"},moduleType:"trace",name:"parcoords",basePlotModule:t("./base_plot"),categories:["gl","regl","noOpacity","noHover"],meta:{}}},{"./attributes":883,"./base_plot":886,"./calc":887,"./defaults":889}],886:[function(t,e,r){"use strict";var n=t("@plotly/d3"),i=t("../../plots/get_data").getModuleCalcData,a=t("./plot"),o=t("../../constants/xmlns_namespaces");r.name="parcoords",r.plot=function(t){var e=i(t.calcdata,"parcoords")[0];e.length&&a(t,e)},r.clean=function(t,e,r,n){var i=n._has&&n._has("parcoords"),a=e._has&&e._has("parcoords");i&&!a&&(n._paperdiv.selectAll(".parcoords").remove(),n._glimages.selectAll("*").remove())},r.toSVG=function(t){var e=t._fullLayout._glimages,r=n.select(t).selectAll(".svg-container");r.filter((function(t,e){return e===r.size()-1})).selectAll(".gl-canvas-context, .gl-canvas-focus").each((function(){var t=this.toDataURL("image/png");e.append("svg:image").attr({xmlns:o.svg,"xlink:href":t,preserveAspectRatio:"none",x:0,y:0,width:this.style.width,height:this.style.height})})),window.setTimeout((function(){n.selectAll("#filterBarPattern").attr("id","filterBarPattern")}),60)}},{"../../constants/xmlns_namespaces":475,"../../plots/get_data":588,"./plot":895,"@plotly/d3":58}],887:[function(t,e,r){"use strict";var n=t("../../lib").isArrayOrTypedArray,i=t("../../components/colorscale"),a=t("../../lib/gup").wrap;e.exports=function(t,e){var r,o;return i.hasColorscale(e,"line")&&n(e.line.color)?(r=e.line.color,o=i.extractOpts(e.line).colorscale,i.calc(t,e,{vals:r,containerStr:"line",cLetter:"c"})):(r=function(t){for(var e=new Array(t),r=0;rf&&(n.log("parcoords traces support up to "+f+" dimensions at the 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0.0);\nconst vec4 UNITS = vec4(1.0, 1.0, 1.0, 1.0);\n\nfloat val(mat4 p, mat4 v) {\n return dot(matrixCompMult(p, v) * UNITS, UNITS);\n}\n\nfloat axisY(float ratio, mat4 A, mat4 B, mat4 C, mat4 D) {\n float y1 = val(A, dim0A) + val(B, dim0B) + val(C, dim0C) + val(D, dim0D);\n float y2 = val(A, dim1A) + val(B, dim1B) + val(C, dim1C) + val(D, dim1D);\n return y1 * (1.0 - ratio) + y2 * ratio;\n}\n\nint iMod(int a, int b) {\n return a - b * (a / b);\n}\n\nbool fOutside(float p, float lo, float hi) {\n return (lo < hi) && (lo > p || p > hi);\n}\n\nbool vOutside(vec4 p, vec4 lo, vec4 hi) {\n return (\n fOutside(p[0], lo[0], hi[0]) ||\n fOutside(p[1], lo[1], hi[1]) ||\n fOutside(p[2], lo[2], hi[2]) ||\n fOutside(p[3], lo[3], hi[3])\n );\n}\n\nbool mOutside(mat4 p, mat4 lo, mat4 hi) {\n return (\n vOutside(p[0], lo[0], hi[0]) ||\n vOutside(p[1], lo[1], hi[1]) ||\n vOutside(p[2], lo[2], hi[2]) ||\n vOutside(p[3], lo[3], hi[3])\n );\n}\n\nbool outsideBoundingBox(mat4 A, mat4 B, mat4 C, mat4 D) 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Z=Y.selectAll("."+y.cn.axisExtentBottom).data(m,d);Z.enter().append("g").classed(y.cn.axisExtentBottom,!0),Z.attr("transform",(function(t){return c(0,t.model.height+y.axisExtentOffset)}));var J=Z.selectAll("."+y.cn.axisExtentBottomText).data(m,d);J.enter().append("text").classed(y.cn.axisExtentBottomText,!0).attr("dy","0.75em").call(P),J.text((function(t){return D(t,!1)})).each((function(t){f.font(n.select(this),t.model.rangeFont)})),x.ensureAxisBrush(V,T)}},{"../../components/colorscale":373,"../../components/drawing":383,"../../lib":498,"../../lib/gup":495,"../../lib/svg_text_utils":524,"../../plots/cartesian/axes":549,"./axisbrush":884,"./constants":888,"./helpers":890,"./lines":892,"@plotly/d3":58,"color-rgba":86}],895:[function(t,e,r){"use strict";var n=t("./parcoords"),i=t("../../lib/prepare_regl"),a=t("./helpers").isVisible,o={};function s(t,e,r){var n=e.indexOf(r),i=t.indexOf(n);return-1===i&&(i+=e.length),i}(e.exports=function(t,e){var r=t._fullLayout;if(i(t,[],o)){var 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n=t("../../plots/attributes"),i=t("../../plots/domain").attributes,a=t("../../plots/font_attributes"),o=t("../../components/color/attributes"),s=t("../../plots/template_attributes").hovertemplateAttrs,l=t("../../plots/template_attributes").texttemplateAttrs,c=t("../../lib/extend").extendFlat,u=a({editType:"plot",arrayOk:!0,colorEditType:"plot"});e.exports={labels:{valType:"data_array",editType:"calc"},label0:{valType:"number",dflt:0,editType:"calc"},dlabel:{valType:"number",dflt:1,editType:"calc"},values:{valType:"data_array",editType:"calc"},marker:{colors:{valType:"data_array",editType:"calc"},line:{color:{valType:"color",dflt:o.defaultLine,arrayOk:!0,editType:"style"},width:{valType:"number",min:0,dflt:0,arrayOk:!0,editType:"style"},editType:"calc"},editType:"calc"},text:{valType:"data_array",editType:"plot"},hovertext:{valType:"string",dflt:"",arrayOk:!0,editType:"style"},scalegroup:{valType:"string",dflt:"",editType:"calc"},textinfo:{valType:"flaglist",flags:["label","text","value","percent"],extras:["none"],editType:"calc"},hoverinfo:c({},n.hoverinfo,{flags:["label","text","value","percent","name"]}),hovertemplate:s({},{keys:["label","color","value","percent","text"]}),texttemplate:l({editType:"plot"},{keys:["label","color","value","percent","text"]}),textposition:{valType:"enumerated",values:["inside","outside","auto","none"],dflt:"auto",arrayOk:!0,editType:"plot"},textfont:c({},u,{}),insidetextorientation:{valType:"enumerated",values:["horizontal","radial","tangential","auto"],dflt:"auto",editType:"plot"},insidetextfont:c({},u,{}),outsidetextfont:c({},u,{}),automargin:{valType:"boolean",dflt:!1,editType:"plot"},title:{text:{valType:"string",dflt:"",editType:"plot"},font:c({},u,{}),position:{valType:"enumerated",values:["top 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strict";var n=t("../../plots/plots");r.name="pie",r.plot=function(t,e,i,a){n.plotBasePlot(r.name,t,e,i,a)},r.clean=function(t,e,i,a){n.cleanBasePlot(r.name,t,e,i,a)}},{"../../plots/plots":614}],898:[function(t,e,r){"use strict";var n=t("fast-isnumeric"),i=t("tinycolor2"),a=t("../../components/color"),o={};function s(t){return function(e,r){return!!e&&(!!(e=i(e)).isValid()&&(e=a.addOpacity(e,e.getAlpha()),t[r]||(t[r]=e),e))}}function l(t,e){var r,n=JSON.stringify(t),a=e[n];if(!a){for(a=t.slice(),r=0;r=0})),("funnelarea"===e.type?v:e.sort)&&a.sort((function(t,e){return e.v-t.v})),a[0]&&(a[0].vTotal=g),a},crossTraceCalc:function(t,e){var r=(e||{}).type;r||(r="pie");var n=t._fullLayout,i=t.calcdata,a=n[r+"colorway"],s=n["_"+r+"colormap"];n["extend"+r+"colors"]&&(a=l(a,o));for(var c=0,u=0;u0){s=!0;break}}s||(o=0)}return{hasLabels:r,hasValues:a,len:o}}e.exports={handleLabelsAndValues:l,supplyDefaults:function(t,e,r,n){function c(r,n){return i.coerce(t,e,a,r,n)}var u=l(c("labels"),c("values")),f=u.len;if(e._hasLabels=u.hasLabels,e._hasValues=u.hasValues,!e._hasLabels&&e._hasValues&&(c("label0"),c("dlabel")),f){e._length=f,c("marker.line.width")&&c("marker.line.color"),c("marker.colors"),c("scalegroup");var h,p=c("text"),d=c("texttemplate");if(d||(h=c("textinfo",Array.isArray(p)?"text+percent":"percent")),c("hovertext"),c("hovertemplate"),d||h&&"none"!==h){var m=c("textposition");s(t,e,n,c,m,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1}),(Array.isArray(m)||"auto"===m||"outside"===m)&&c("automargin"),("inside"===m||"auto"===m||Array.isArray(m))&&c("insidetextorientation")}o(e,n,c);var g=c("hole");if(c("title.text")){var v=c("title.position",g?"middle center":"top center");g||"middle center"!==v||(e.title.position="top center"),i.coerceFont(c,"title.font",n.font)}c("sort"),c("direction"),c("rotation"),c("pull")}else 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r=0;r"),name:f.hovertemplate||-1!==h.indexOf("name")?f.name:void 0,idealAlign:t.pxmid[0]<0?"left":"right",color:g.castOption(_.bgcolor,t.pts)||t.color,borderColor:g.castOption(_.bordercolor,t.pts),fontFamily:g.castOption(w.family,t.pts),fontSize:g.castOption(w.size,t.pts),fontColor:g.castOption(w.color,t.pts),nameLength:g.castOption(_.namelength,t.pts),textAlign:g.castOption(_.align,t.pts),hovertemplate:g.castOption(f.hovertemplate,t.pts),hovertemplateLabels:t,eventData:[v(t,f)]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:e,inOut_bbox:T}),t.bbox=T[0],c._hasHoverLabel=!0}c._hasHoverEvent=!0,e.emit("plotly_hover",{points:[v(t,f)],event:n.event})}})),t.on("mouseout",(function(t){var r=e._fullLayout,i=e._fullData[c.index],o=n.select(this).datum();c._hasHoverEvent&&(t.originalEvent=n.event,e.emit("plotly_unhover",{points:[v(o,i)],event:n.event}),c._hasHoverEvent=!1),c._hasHoverLabel&&(a.loneUnhover(r._hoverlayer.node()),c._hasHoverLabel=!1)})),t.on("click",(function(t){var r=e._fullLayout,i=e._fullData[c.index];e._dragging||!1===r.hovermode||(e._hoverdata=[v(t,i)],a.click(e,n.event))}))}function b(t,e,r){var n=g.castOption(t.insidetextfont.color,e.pts);!n&&t._input.textfont&&(n=g.castOption(t._input.textfont.color,e.pts));var i=g.castOption(t.insidetextfont.family,e.pts)||g.castOption(t.textfont.family,e.pts)||r.family,a=g.castOption(t.insidetextfont.size,e.pts)||g.castOption(t.textfont.size,e.pts)||r.size;return{color:n||o.contrast(e.color),family:i,size:a}}function _(t,e){for(var r,n,i=0;ie&&e>n||r=-4;g-=2)v(Math.PI*g,"tan");for(g=4;g>=-4;g-=2)v(Math.PI*(g+1),"tan")}if(f||p){for(g=4;g>=-4;g-=2)v(Math.PI*(g+1.5),"rad");for(g=4;g>=-4;g-=2)v(Math.PI*(g+.5),"rad")}}if(s||d||f){var y=Math.sqrt(t.width*t.width+t.height*t.height);if((a={scale:i*n*2/y,rCenter:1-i,rotate:0}).textPosAngle=(e.startangle+e.stopangle)/2,a.scale>=1)return a;m.push(a)}(d||p)&&((a=T(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,m.push(a)),(d||h)&&((a=k(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,m.push(a));for(var x=0,b=0,_=0;_=1)break}return m[x]}function T(t,e,r,n,i){e=Math.max(0,e-2*m);var a=t.width/t.height,o=S(a,n,e,r);return{scale:2*o/t.height,rCenter:A(a,o/e),rotate:M(i)}}function k(t,e,r,n,i){e=Math.max(0,e-2*m);var a=t.height/t.width,o=S(a,n,e,r);return{scale:2*o/t.width,rCenter:A(a,o/e),rotate:M(i+Math.PI/2)}}function A(t,e){return Math.cos(e)-t*e}function M(t){return(180/Math.PI*t+720)%180-90}function S(t,e,r,n){var i=t+1/(2*Math.tan(e));return r*Math.min(1/(Math.sqrt(i*i+.5)+i),n/(Math.sqrt(t*t+n/2)+t))}function E(t,e){return t.v!==e.vTotal||e.trace.hole?Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2):1}function L(t,e){var r=e.pxmid[0],n=e.pxmid[1],i=t.width/2,a=t.height/2;return r<0&&(i*=-1),n<0&&(a*=-1),{scale:1,rCenter:1,rotate:0,x:i+Math.abs(a)*(i>0?1:-1)/2,y:a/(1+r*r/(n*n)),outside:!0}}function C(t,e){var r,n,i,a=t.trace,o={x:t.cx,y:t.cy},s={tx:0,ty:0};s.ty+=a.title.font.size,i=I(a),-1!==a.title.position.indexOf("top")?(o.y-=(1+i)*t.r,s.ty-=t.titleBox.height):-1!==a.title.position.indexOf("bottom")&&(o.y+=(1+i)*t.r);var l,c,u=(l=t.r,c=t.trace.aspectratio,l/(void 0===c?1:c)),f=e.w*(a.domain.x[1]-a.domain.x[0])/2;return-1!==a.title.position.indexOf("left")?(f+=u,o.x-=(1+i)*u,s.tx+=t.titleBox.width/2):-1!==a.title.position.indexOf("center")?f*=2:-1!==a.title.position.indexOf("right")&&(f+=u,o.x+=(1+i)*u,s.tx-=t.titleBox.width/2),r=f/t.titleBox.width,n=P(t,e)/t.titleBox.height,{x:o.x,y:o.y,scale:Math.min(r,n),tx:s.tx,ty:s.ty}}function P(t,e){var r=t.trace,n=e.h*(r.domain.y[1]-r.domain.y[0]);return Math.min(t.titleBox.height,n/2)}function I(t){var e,r=t.pull;if(!r)return 0;if(Array.isArray(r))for(r=0,e=0;er&&(r=t.pull[e]);return r}function O(t,e){for(var r=[],n=0;n1?(c=r.r,u=c/i.aspectratio):(u=r.r,c=u*i.aspectratio),c*=(1+i.baseratio)/2,l=c*u}o=Math.min(o,l/r.vTotal)}for(n=0;n")}if(a){var x=l.castOption(i,e.i,"texttemplate");if(x){var b=function(t){return{label:t.label,value:t.v,valueLabel:g.formatPieValue(t.v,n.separators),percent:t.v/r.vTotal,percentLabel:g.formatPiePercent(t.v/r.vTotal,n.separators),color:t.color,text:t.text,customdata:l.castOption(i,t.i,"customdata")}}(e),_=g.getFirstFilled(i.text,e.pts);(y(_)||""===_)&&(b.text=_),e.text=l.texttemplateString(x,b,t._fullLayout._d3locale,b,i._meta||{})}else e.text=""}}function R(t,e){var r=t.rotate*Math.PI/180,n=Math.cos(r),i=Math.sin(r),a=(e.left+e.right)/2,o=(e.top+e.bottom)/2;t.textX=a*n-o*i,t.textY=a*i+o*n,t.noCenter=!0}e.exports={plot:function(t,e){var r=t._fullLayout,a=r._size;d("pie",r),_(e,t),O(e,a);var h=l.makeTraceGroups(r._pielayer,e,"trace").each((function(e){var h=n.select(this),d=e[0],m=d.trace;!function(t){var e,r,n,i=t[0],a=i.r,o=i.trace,s=g.getRotationAngle(o.rotation),l=2*Math.PI/i.vTotal,c="px0",u="px1";if("counterclockwise"===o.direction){for(e=0;ei.vTotal/2?1:0,r.halfangle=Math.PI*Math.min(r.v/i.vTotal,.5),r.ring=1-o.hole,r.rInscribed=E(r,i))}(e),h.attr("stroke-linejoin","round"),h.each((function(){var v=n.select(this).selectAll("g.slice").data(e);v.enter().append("g").classed("slice",!0),v.exit().remove();var y=[[[],[]],[[],[]]],_=!1;v.each((function(i,a){if(i.hidden)n.select(this).selectAll("path,g").remove();else{i.pointNumber=i.i,i.curveNumber=m.index,y[i.pxmid[1]<0?0:1][i.pxmid[0]<0?0:1].push(i);var o=d.cx,c=d.cy,u=n.select(this),h=u.selectAll("path.surface").data([i]);if(h.enter().append("path").classed("surface",!0).style({"pointer-events":"all"}),u.call(x,t,e),m.pull){var v=+g.castOption(m.pull,i.pts)||0;v>0&&(o+=v*i.pxmid[0],c+=v*i.pxmid[1])}i.cxFinal=o,i.cyFinal=c;var T=m.hole;if(i.v===d.vTotal){var k="M"+(o+i.px0[0])+","+(c+i.px0[1])+C(i.px0,i.pxmid,!0,1)+C(i.pxmid,i.px0,!0,1)+"Z";T?h.attr("d","M"+(o+T*i.px0[0])+","+(c+T*i.px0[1])+C(i.px0,i.pxmid,!1,T)+C(i.pxmid,i.px0,!1,T)+"Z"+k):h.attr("d",k)}else{var A=C(i.px0,i.px1,!0,1);if(T){var M=1-T;h.attr("d","M"+(o+T*i.px1[0])+","+(c+T*i.px1[1])+C(i.px1,i.px0,!1,T)+"l"+M*i.px0[0]+","+M*i.px0[1]+A+"Z")}else h.attr("d","M"+o+","+c+"l"+i.px0[0]+","+i.px0[1]+A+"Z")}D(t,i,d);var S=g.castOption(m.textposition,i.pts),E=u.selectAll("g.slicetext").data(i.text&&"none"!==S?[0]:[]);E.enter().append("g").classed("slicetext",!0),E.exit().remove(),E.each((function(){var u=l.ensureSingle(n.select(this),"text","",(function(t){t.attr("data-notex",1)})),h=l.ensureUniformFontSize(t,"outside"===S?function(t,e,r){var n=g.castOption(t.outsidetextfont.color,e.pts)||g.castOption(t.textfont.color,e.pts)||r.color,i=g.castOption(t.outsidetextfont.family,e.pts)||g.castOption(t.textfont.family,e.pts)||r.family,a=g.castOption(t.outsidetextfont.size,e.pts)||g.castOption(t.textfont.size,e.pts)||r.size;return{color:n,family:i,size:a}}(m,i,r.font):b(m,i,r.font));u.text(i.text).attr({class:"slicetext",transform:"","text-anchor":"middle"}).call(s.font,h).call(f.convertToTspans,t);var v,y=s.bBox(u.node());if("outside"===S)v=L(y,i);else if(v=w(y,i,d),"auto"===S&&v.scale<1){var x=l.ensureUniformFontSize(t,m.outsidetextfont);u.call(s.font,x),v=L(y=s.bBox(u.node()),i)}var T=v.textPosAngle,k=void 0===T?i.pxmid:z(d.r,T);if(v.targetX=o+k[0]*v.rCenter+(v.x||0),v.targetY=c+k[1]*v.rCenter+(v.y||0),R(v,y),v.outside){var 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n=t("./subtypes");e.exports={hasLines:n.hasLines,hasMarkers:n.hasMarkers,hasText:n.hasText,isBubble:n.isBubble,attributes:t("./attributes"),supplyDefaults:t("./defaults"),crossTraceDefaults:t("./cross_trace_defaults"),calc:t("./calc").calc,crossTraceCalc:t("./cross_trace_calc"),arraysToCalcdata:t("./arrays_to_calcdata"),plot:t("./plot"),colorbar:t("./marker_colorbar"),formatLabels:t("./format_labels"),style:t("./style").style,styleOnSelect:t("./style").styleOnSelect,hoverPoints:t("./hover"),selectPoints:t("./select"),animatable:!0,moduleType:"trace",name:"scatter",basePlotModule:t("../../plots/cartesian"),categories:["cartesian","svg","symbols","errorBarsOK","showLegend","scatter-like","zoomScale"],meta:{}}},{"../../plots/cartesian":563,"./arrays_to_calcdata":921,"./attributes":922,"./calc":923,"./cross_trace_calc":927,"./cross_trace_defaults":928,"./defaults":929,"./format_labels":931,"./hover":933,"./marker_colorbar":940,"./plot":943,"./select":944,"./style":946,"./subtypes":947}],935:[function(t,e,r){"use 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n=t("../../plots/template_attributes").hovertemplateAttrs,i=t("../../plots/template_attributes").texttemplateAttrs,a=t("../../lib/extend").extendFlat,o=t("../scatter/attributes"),s=t("../../plots/attributes"),l=o.line;e.exports={mode:o.mode,real:{valType:"data_array",editType:"calc+clearAxisTypes"},imag:{valType:"data_array",editType:"calc+clearAxisTypes"},text:o.text,texttemplate:i({editType:"plot"},{keys:["real","imag","text"]}),hovertext:o.hovertext,line:{color:l.color,width:l.width,dash:l.dash,shape:a({},l.shape,{values:["linear","spline"]}),smoothing:l.smoothing,editType:"calc"},connectgaps:o.connectgaps,marker:o.marker,cliponaxis:a({},o.cliponaxis,{dflt:!1}),textposition:o.textposition,textfont:o.textfont,fill:a({},o.fill,{values:["none","toself","tonext"],dflt:"none"}),fillcolor:o.fillcolor,hoverinfo:a({},s.hoverinfo,{flags:["real","imag","text","name"]}),hoveron:o.hoveron,hovertemplate:n(),selected:o.selected,unselected:o.unselected}},{"../../lib/extend":488,"../../plots/attributes":545,"../../plots/template_attributes":628,"../scatter/attributes":922}],1013:[function(t,e,r){"use 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o=e.layers.frontplot.select("g.scatterlayer"),s={xaxis:e.xaxis,yaxis:e.yaxis,plot:e.framework,layerClipId:e._hasClipOnAxisFalse?e.clipIds.forTraces:null},l=0;l"),o.hovertemplate=h.hovertemplate,a}function x(t,e){v.push(t._hovertitle+": "+e)}}},{"../scatter/hover":933}],1025:[function(t,e,r){"use 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a={xaxis:e.xaxis,yaxis:e.yaxis,plot:i,layerClipId:e._hasClipOnAxisFalse?e.clipIdRelative:null},o=e.layers.frontplot.select("g.scatterlayer");n(t,a,r,o)}},{"../scatter/plot":943}],1027:[function(t,e,r){"use strict";var n=t("../scatter/attributes"),i=t("../../components/colorscale/attributes"),a=t("../../plots/cartesian/axis_format_attributes").axisHoverFormat,o=t("../../plots/template_attributes").hovertemplateAttrs,s=t("../scattergl/attributes"),l=t("../../plots/cartesian/constants").idRegex,c=t("../../plot_api/plot_template").templatedArray,u=t("../../lib/extend").extendFlat,f=n.marker,h=f.line,p=u(i("marker.line",{editTypeOverride:"calc"}),{width:u({},h.width,{editType:"calc"}),editType:"calc"}),d=u(i("marker"),{symbol:f.symbol,size:u({},f.size,{editType:"markerSize"}),sizeref:f.sizeref,sizemin:f.sizemin,sizemode:f.sizemode,opacity:f.opacity,colorbar:f.colorbar,line:p,editType:"calc"});function m(t){return{valType:"info_array",freeLength:!0,editType:"calc",items:{valType:"subplotid",regex:l[t],editType:"plot"}}}d.color.editType=d.cmin.editType=d.cmax.editType="style",e.exports={dimensions:c("dimension",{visible:{valType:"boolean",dflt:!0,editType:"calc"},label:{valType:"string",editType:"calc"},values:{valType:"data_array",editType:"calc+clearAxisTypes"},axis:{type:{valType:"enumerated",values:["linear","log","date","category"],editType:"calc+clearAxisTypes"},matches:{valType:"boolean",dflt:!1,editType:"calc"},editType:"calc+clearAxisTypes"},editType:"calc+clearAxisTypes"}),text:u({},s.text,{}),hovertext:u({},s.hovertext,{}),hovertemplate:o(),xhoverformat:a("x"),yhoverformat:a("y"),marker:d,xaxes:m("x"),yaxes:m("y"),diagonal:{visible:{valType:"boolean",dflt:!0,editType:"calc"},editType:"calc"},showupperhalf:{valType:"boolean",dflt:!0,editType:"calc"},showlowerhalf:{valType:"boolean",dflt:!0,editType:"calc"},selected:{marker:s.selected.marker,editType:"calc"},unselected:{marker:s.unselected.marker,editType:"calc"},opacity:s.opacity}},{"../../components/colorscale/attributes":368,"../../lib/extend":488,"../../plot_api/plot_template":538,"../../plots/cartesian/axis_format_attributes":552,"../../plots/cartesian/constants":556,"../../plots/template_attributes":628,"../scatter/attributes":922,"../scattergl/attributes":974}],1028:[function(t,e,r){"use 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i=r._fullLayout,a=r._fullData[d.index],s=n.select(this).datum();if(d._hasHoverEvent&&(e.originalEvent=n.event,r.emit("plotly_unhover",{points:[f(s,a,h.eventDataKeys)],event:n.event}),d._hasHoverEvent=!1),d._hasHoverLabel&&(o.loneUnhover(i._hoverlayer.node()),d._hasHoverLabel=!1),v){var l=t.select("path.surface");h.styleOne(l,s,a,{hovered:!1})}})),t.on("click",(function(t){var e=r._fullLayout,a=r._fullData[d.index],s=g&&(c.isHierarchyRoot(t)||c.isLeaf(t)),u=c.getPtId(t),p=c.isEntry(t)?c.findEntryWithChild(m,u):c.findEntryWithLevel(m,u),v=c.getPtId(p),y={points:[f(t,a,h.eventDataKeys)],event:n.event};s||(y.nextLevel=v);var x=l.triggerHandler(r,"plotly_"+d.type+"click",y);if(!1!==x&&e.hovermode&&(r._hoverdata=[f(t,a,h.eventDataKeys)],o.click(r,n.event)),!s&&!1!==x&&!r._dragging&&!r._transitioning){i.call("_storeDirectGUIEdit",a,e._tracePreGUI[a.uid],{level:a.level});var 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l=i.separators,c=n[0],u=t.data.data,f=c.hierarchy,h=b.isHierarchyRoot(t),p=b.getParent(f,t),d=b.getValue(t);if(!a){var m,g=o.split("+"),v=function(t){return-1!==g.indexOf(t)},y=[];if(v("label")&&u.label&&y.push(u.label),u.hasOwnProperty("v")&&v("value")&&y.push(b.formatValue(u.v,l)),!h){v("current path")&&y.push(b.getPath(t.data));var x=0;v("percent parent")&&x++,v("percent entry")&&x++,v("percent root")&&x++;var _=x>1;if(x){var w,T=function(t){m=b.formatPercent(w,l),_&&(m+=" of "+t),y.push(m)};v("percent parent")&&!h&&(w=d/b.getValue(p),T("parent")),v("percent entry")&&(w=d/b.getValue(e),T("entry")),v("percent root")&&(w=d/b.getValue(f),T("root"))}}return v("text")&&(m=s.castOption(r,u.i,"text"),s.isValidTextValue(m)&&y.push(m)),y.join("
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M=s.castOption(r,u.i,"text");return(s.isValidTextValue(M)||""===M)&&(A.text=M),A.customdata=s.castOption(r,u.i,"customdata"),s.texttemplateString(k,A,i._d3locale,A,r._meta||{})}},{"../../components/drawing":383,"../../lib":498,"../../lib/svg_text_utils":524,"../bar/style":657,"../bar/uniform_text":659,"../pie/helpers":901,"../pie/plot":905,"./constants":1047,"./fx":1049,"./helpers":1050,"./style":1055,"@plotly/d3":58,"d3-hierarchy":110,"d3-interpolate":111}],1055:[function(t,e,r){"use strict";var n=t("@plotly/d3"),i=t("../../components/color"),a=t("../../lib"),o=t("../bar/uniform_text").resizeText;function s(t,e,r){var n=e.data.data,o=!e.children,s=n.i,l=a.castOption(r,s,"marker.line.color")||i.defaultLine,c=a.castOption(r,s,"marker.line.width")||0;t.style("stroke-width",c).call(i.fill,n.color).call(i.stroke,l).style("opacity",o?r.leaf.opacity:null)}e.exports={style:function(t){var e=t._fullLayout._sunburstlayer.selectAll(".trace");o(t,e,"sunburst"),e.each((function(t){var 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0},{"../../components/color":361,"../../components/colorscale/attributes":368,"../../lib/extend":488,"../../plot_api/edit_types":531,"../../plots/attributes":545,"../../plots/cartesian/axis_format_attributes":552,"../../plots/template_attributes":628}],1057:[function(t,e,r){"use strict";var n=t("../../components/colorscale/calc");e.exports=function(t,e){e.surfacecolor?n(t,e,{vals:e.surfacecolor,containerStr:"",cLetter:"c"}):n(t,e,{vals:e.z,containerStr:"",cLetter:"c"})}},{"../../components/colorscale/calc":369}],1058:[function(t,e,r){"use strict";var n=t("../../../stackgl_modules").gl_surface3d,i=t("../../../stackgl_modules").ndarray,a=t("../../../stackgl_modules").ndarray_linear_interpolate.d2,o=t("../heatmap/interp2d"),s=t("../heatmap/find_empties"),l=t("../../lib").isArrayOrTypedArray,c=t("../../lib/gl_format_color").parseColorScale,u=t("../../lib/str2rgbarray"),f=t("../../components/colorscale").extractOpts;function h(t,e,r){this.scene=t,this.uid=r,this.surface=e,this.data=null,this.showContour=[!1,!1,!1],this.contourStart=[null,null,null],this.contourEnd=[null,null,null],this.contourSize=[0,0,0],this.minValues=[1/0,1/0,1/0],this.maxValues=[-1/0,-1/0,-1/0],this.dataScaleX=1,this.dataScaleY=1,this.refineData=!0,this.objectOffset=[0,0,0]}var p=h.prototype;p.getXat=function(t,e,r,n){var i=l(this.data.x)?l(this.data.x[0])?this.data.x[e][t]:this.data.x[t]:t;return void 0===r?i:n.d2l(i,0,r)},p.getYat=function(t,e,r,n){var i=l(this.data.y)?l(this.data.y[0])?this.data.y[e][t]:this.data.y[e]:e;return void 0===r?i:n.d2l(i,0,r)},p.getZat=function(t,e,r,n){var i=this.data.z[e][t];return null===i&&this.data.connectgaps&&this.data._interpolatedZ&&(i=this.data._interpolatedZ[e][t]),void 0===r?i:n.d2l(i,0,r)},p.handlePick=function(t){if(t.object===this.surface){var e=(t.data.index[0]-1)/this.dataScaleX-1,r=(t.data.index[1]-1)/this.dataScaleY-1,n=Math.max(Math.min(Math.round(e),this.data.z[0].length-1),0),i=Math.max(Math.min(Math.round(r),this.data._ylength-1),0);t.index=[n,i],t.traceCoordinate=[this.getXat(n,i),this.getYat(n,i),this.getZat(n,i)],t.dataCoordinate=[this.getXat(n,i,this.data.xcalendar,this.scene.fullSceneLayout.xaxis),this.getYat(n,i,this.data.ycalendar,this.scene.fullSceneLayout.yaxis),this.getZat(n,i,this.data.zcalendar,this.scene.fullSceneLayout.zaxis)];for(var a=0;a<3;a++){var o=t.dataCoordinate[a];null!=o&&(t.dataCoordinate[a]*=this.scene.dataScale[a])}var s=this.data.hovertext||this.data.text;return Array.isArray(s)&&s[i]&&void 0!==s[i][n]?t.textLabel=s[i][n]:t.textLabel=s||"",t.data.dataCoordinate=t.dataCoordinate.slice(),this.surface.highlight(t.data),this.scene.glplot.spikes.position=t.dataCoordinate,!0}};var 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m(t,e){if(t0){r=d[n];break}return r}function y(t,e){if(!(t<1||e<1)){for(var r=g(t),n=g(e),i=1,a=0;a_;)r--,r/=v(r),++r1?n:1},p.refineCoords=function(t){for(var e=this.dataScaleX,r=this.dataScaleY,n=t[0].shape[0],a=t[0].shape[1],o=0|Math.floor(t[0].shape[0]*e+1),s=0|Math.floor(t[0].shape[1]*r+1),l=1+n+1,c=1+a+1,u=i(new Float32Array(l*c),[l,c]),f=[1/e,0,0,0,1/r,0,0,0,1],h=0;h0&&null!==this.contourStart[t]&&null!==this.contourEnd[t]&&this.contourEnd[t]>this.contourStart[t]))for(i[t]=!0,e=this.contourStart[t];ea&&(this.minValues[e]=a),this.maxValues[e]",maxDimensionCount:60,overdrag:45,releaseTransitionDuration:120,releaseTransitionEase:"cubic-out",scrollbarCaptureWidth:18,scrollbarHideDelay:1e3,scrollbarHideDuration:1e3,scrollbarOffset:5,scrollbarWidth:8,transitionDuration:100,transitionEase:"cubic-out",uplift:5,wrapSpacer:" ",wrapSplitCharacter:" 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r=l(e.cells.values),p=function(t){return t.slice(e.header.values.length,t.length)},d=l(e.header.values);d.length&&!d[0].length&&(d[0]=[""],d=l(d));var m=d.concat(p(r).map((function(){return c((d[0]||[""]).length)}))),g=e.domain,v=Math.floor(t._fullLayout._size.w*(g.x[1]-g.x[0])),y=Math.floor(t._fullLayout._size.h*(g.y[1]-g.y[0])),x=e.header.values.length?m[0].map((function(){return e.header.height})):[n.emptyHeaderHeight],b=r.length?r[0].map((function(){return e.cells.height})):[],_=x.reduce(s,0),w=h(b,y-_+n.uplift),T=f(h(x,_),[]),k=f(w,T),A={},M=e._fullInput.columnorder.concat(p(r.map((function(t,e){return e})))),S=m.map((function(t,r){var n=Array.isArray(e.columnwidth)?e.columnwidth[Math.min(r,e.columnwidth.length-1)]:e.columnwidth;return a(n)?Number(n):1})),E=S.reduce(s,0);S=S.map((function(t){return t/E*v}));var L=Math.max(o(e.header.line.width),o(e.cells.line.width)),C={key:e.uid+t._context.staticPlot,translateX:g.x[0]*t._fullLayout._size.w,translateY:t._fullLayout._size.h*(1-g.y[1]),size:t._fullLayout._size,width:v,maxLineWidth:L,height:y,columnOrder:M,groupHeight:y,rowBlocks:k,headerRowBlocks:T,scrollY:0,cells:i({},e.cells,{values:r}),headerCells:i({},e.header,{values:m}),gdColumns:m.map((function(t){return t[0]})),gdColumnsOriginalOrder:m.map((function(t){return t[0]})),prevPages:[0,0],scrollbarState:{scrollbarScrollInProgress:!1},columns:m.map((function(t,e){var r=A[t];return A[t]=(r||0)+1,{key:t+"__"+A[t],label:t,specIndex:e,xIndex:M[e],xScale:u,x:void 0,calcdata:void 0,columnWidth:S[e]}}))};return C.columns.forEach((function(t){t.calcdata=C,t.x=u(t)})),C}},{"../../lib/extend":488,"./constants":1064,"fast-isnumeric":185}],1066:[function(t,e,r){"use strict";var n=t("../../lib/extend").extendFlat;r.splitToPanels=function(t){var e=[0,0],r=n({},t,{key:"header",type:"header",page:0,prevPages:e,currentRepaint:[null,null],dragHandle:!0,values:t.calcdata.headerCells.values[t.specIndex],rowBlocks:t.calcdata.headerRowBlocks,calcdata:n({},t.calcdata,{cells:t.calcdata.headerCells})});return[n({},t,{key:"cells1",type:"cells",page:0,prevPages:e,currentRepaint:[null,null],dragHandle:!1,values:t.calcdata.cells.values[t.specIndex],rowBlocks:t.calcdata.rowBlocks}),n({},t,{key:"cells2",type:"cells",page:1,prevPages:e,currentRepaint:[null,null],dragHandle:!1,values:t.calcdata.cells.values[t.specIndex],rowBlocks:t.calcdata.rowBlocks}),r]},r.splitToCells=function(t){var e=function(t){var e=t.rowBlocks[t.page],r=e?e.rows[0].rowIndex:0,n=e?r+e.rows.length:0;return[r,n]}(t);return(t.values||[]).slice(e[0],e[1]).map((function(r,n){return{keyWithinBlock:n+("string"==typeof r&&r.match(/[<$&> ]/)?"_keybuster_"+Math.random():""),key:e[0]+n,column:t,calcdata:t.calcdata,page:t.page,rowBlocks:t.rowBlocks,value:r}}))}},{"../../lib/extend":488}],1067:[function(t,e,r){"use strict";var n=t("../../lib"),i=t("./attributes"),a=t("../../plots/domain").defaults;e.exports=function(t,e,r,o){function s(r,a){return n.coerce(t,e,i,r,a)}a(e,o,s),s("columnwidth"),s("header.values"),s("header.format"),s("header.align"),s("header.prefix"),s("header.suffix"),s("header.height"),s("header.line.width"),s("header.line.color"),s("header.fill.color"),n.coerceFont(s,"header.font",n.extendFlat({},o.font)),function(t,e){for(var r=t.columnorder||[],n=t.header.values.length,i=r.slice(0,n),a=i.slice().sort((function(t,e){return t-e})),o=i.map((function(t){return a.indexOf(t)})),s=o.length;s/i),l=!o||s;t.mayHaveMarkup=o&&i.match(/[<&>]/);var c,u="string"==typeof(c=i)&&c.match(n.latexCheck);t.latex=u;var f,h,p=u?"":T(t.calcdata.cells.prefix,e,r)||"",d=u?"":T(t.calcdata.cells.suffix,e,r)||"",m=u?null:T(t.calcdata.cells.format,e,r)||null,g=p+(m?a(m)(t.value):t.value)+d;if(t.wrappingNeeded=!t.wrapped&&!l&&!u&&(f=w(g)),t.cellHeightMayIncrease=s||u||t.mayHaveMarkup||(void 0===f?w(g):f),t.needsConvertToTspans=t.mayHaveMarkup||t.wrappingNeeded||t.latex,t.wrappingNeeded){var v=(" "===n.wrapSplitCharacter?g.replace(/i&&n.push(a),i+=l}return n}(i,l,s);1===c.length&&(c[0]===i.length-1?c.unshift(c[0]-1):c.push(c[0]+1)),c[0]%2&&c.reverse(),e.each((function(t,e){t.page=c[e],t.scrollY=l})),e.attr("transform",(function(t){var e=D(t.rowBlocks,t.page)-t.scrollY;return u(0,e)})),t&&(C(t,r,e,c,n.prevPages,n,0),C(t,r,e,c,n.prevPages,n,1),x(r,t))}}function L(t,e,r,a){return function(o){var s=o.calcdata?o.calcdata:o,l=e.filter((function(t){return s.key===t.key})),c=r||s.scrollbarState.dragMultiplier,u=s.scrollY;s.scrollY=void 0===a?s.scrollY+c*i.event.dy:a;var f=l.selectAll("."+n.cn.yColumn).selectAll("."+n.cn.columnBlock).filter(A);return E(t,f,l),s.scrollY===u}}function C(t,e,r,n,i,a,o){n[o]!==i[o]&&(clearTimeout(a.currentRepaint[o]),a.currentRepaint[o]=setTimeout((function(){var a=r.filter((function(t,e){return e===o&&n[e]!==i[e]}));b(t,e,a,r),i[o]=n[o]})))}function P(t,e,r,a){return function(){var o=i.select(e.parentNode);o.each((function(t){var e=t.fragments;o.selectAll("tspan.line").each((function(t,r){e[r].width=this.getComputedTextLength()}));var r,i,a=e[e.length-1].width,s=e.slice(0,-1),l=[],c=0,u=t.column.columnWidth-2*n.cellPad;for(t.value="";s.length;)c+(i=(r=s.shift()).width+a)>u&&(t.value+=l.join(n.wrapSpacer)+n.lineBreaker,l=[],c=0),l.push(r.text),c+=i;c&&(t.value+=l.join(n.wrapSpacer)),t.wrapped=!0})),o.selectAll("tspan.line").remove(),_(o.select("."+n.cn.cellText),r,t,a),i.select(e.parentNode.parentNode).call(z)}}function I(t,e,r,a,o){return function(){if(!o.settledY){var s=i.select(e.parentNode),l=B(o),c=o.key-l.firstRowIndex,f=l.rows[c].rowHeight,h=o.cellHeightMayIncrease?e.parentNode.getBoundingClientRect().height+2*n.cellPad:f,p=Math.max(h,f);p-l.rows[c].rowHeight&&(l.rows[c].rowHeight=p,t.selectAll("."+n.cn.columnCell).call(z),E(null,t.filter(A),0),x(r,a,!0)),s.attr("transform",(function(){var t=this.parentNode.getBoundingClientRect(),e=i.select(this.parentNode).select("."+n.cn.cellRect).node().getBoundingClientRect(),r=this.transform.baseVal.consolidate(),a=e.top-t.top+(r?r.matrix.f:n.cellPad);return u(O(o,i.select(this.parentNode).select("."+n.cn.cellTextHolder).node().getBoundingClientRect().width),a)})),o.settledY=!0}}}function O(t,e){switch(t.align){case"left":return n.cellPad;case"right":return t.column.columnWidth-(e||0)-n.cellPad;case"center":return(t.column.columnWidth-(e||0))/2;default:return n.cellPad}}function z(t){t.attr("transform",(function(t){var e=t.rowBlocks[0].auxiliaryBlocks.reduce((function(t,e){return t+R(e,1/0)}),0),r=R(B(t),t.key);return u(0,r+e)})).selectAll("."+n.cn.cellRect).attr("height",(function(t){return(e=B(t),r=t.key,e.rows[r-e.firstRowIndex]).rowHeight;var e,r}))}function D(t,e){for(var r=0,n=e-1;n>=0;n--)r+=F(t[n]);return r}function R(t,e){for(var r=0,n=0;n","<","|","/","\\"],dflt:">",editType:"plot"},thickness:{valType:"number",min:12,editType:"plot"},textfont:u({},s.textfont,{}),editType:"calc"},text:s.text,textinfo:l.textinfo,texttemplate:i({editType:"plot"},{keys:c.eventDataKeys.concat(["label","value"])}),hovertext:s.hovertext,hoverinfo:l.hoverinfo,hovertemplate:n({},{keys:c.eventDataKeys}),textfont:s.textfont,insidetextfont:s.insidetextfont,outsidetextfont:u({},s.outsidetextfont,{}),textposition:{valType:"enumerated",values:["top left","top center","top right","middle left","middle center","middle right","bottom left","bottom center","bottom right"],dflt:"top left",editType:"plot"},sort:s.sort,root:l.root,domain:o({name:"treemap",trace:!0,editType:"calc"})}},{"../../components/colorscale/attributes":368,"../../lib/extend":488,"../../plots/domain":579,"../../plots/template_attributes":628,"../pie/attributes":896,"../sunburst/attributes":1044,"./constants":1073}],1071:[function(t,e,r){"use strict";var n=t("../../plots/plots");r.name="treemap",r.plot=function(t,e,i,a){n.plotBasePlot(r.name,t,e,i,a)},r.clean=function(t,e,i,a){n.cleanBasePlot(r.name,t,e,i,a)}},{"../../plots/plots":614}],1072:[function(t,e,r){"use strict";var n=t("../sunburst/calc");r.calc=function(t,e){return n.calc(t,e)},r.crossTraceCalc=function(t){return n._runCrossTraceCalc("treemap",t)}},{"../sunburst/calc":1046}],1073:[function(t,e,r){"use strict";e.exports={CLICK_TRANSITION_TIME:750,CLICK_TRANSITION_EASING:"poly",eventDataKeys:["currentPath","root","entry","percentRoot","percentEntry","percentParent"],gapWithPathbar:1}},{}],1074:[function(t,e,r){"use strict";var n=t("../../lib"),i=t("./attributes"),a=t("../../components/color"),o=t("../../plots/domain").defaults,s=t("../bar/defaults").handleText,l=t("../bar/constants").TEXTPAD,c=t("../../components/colorscale"),u=c.hasColorscale,f=c.handleDefaults;e.exports=function(t,e,r,c){function h(r,a){return n.coerce(t,e,i,r,a)}var p=h("labels"),d=h("parents");if(p&&p.length&&d&&d.length){var m=h("values");m&&m.length?h("branchvalues"):h("count"),h("level"),h("maxdepth"),"squarify"===h("tiling.packing")&&h("tiling.squarifyratio"),h("tiling.flip"),h("tiling.pad");var g=h("text");h("texttemplate"),e.texttemplate||h("textinfo",Array.isArray(g)?"text+label":"label"),h("hovertext"),h("hovertemplate");var v=h("pathbar.visible");s(t,e,c,h,"auto",{hasPathbar:v,moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1}),h("textposition");var y=-1!==e.textposition.indexOf("bottom");h("marker.line.width")&&h("marker.line.color",c.paper_bgcolor);var x=h("marker.colors");(e._hasColorscale=u(t,"marker","colors")||(t.marker||{}).coloraxis)?f(t,e,c,h,{prefix:"marker.",cLetter:"c"}):h("marker.depthfade",!(x||[]).length);var b=2*e.textfont.size;h("marker.pad.t",y?b/4:b),h("marker.pad.l",b/4),h("marker.pad.r",b/4),h("marker.pad.b",y?b:b/4),e._hovered={marker:{line:{width:2,color:a.contrast(c.paper_bgcolor)}}},v&&(h("pathbar.thickness",e.pathbar.textfont.size+2*l),h("pathbar.side"),h("pathbar.edgeshape")),h("sort"),h("root.color"),o(e,c,h),e._length=null}else e.visible=!1}},{"../../components/color":361,"../../components/colorscale":373,"../../lib":498,"../../plots/domain":579,"../bar/constants":645,"../bar/defaults":647,"./attributes":1070}],1075:[function(t,e,r){"use strict";var n=t("@plotly/d3"),i=t("../sunburst/helpers"),a=t("../bar/uniform_text").clearMinTextSize,o=t("../bar/style").resizeText,s=t("./plot_one");e.exports=function(t,e,r,l,c){var u,f,h=c.type,p=c.drawDescendants,d=t._fullLayout,m=d["_"+h+"layer"],g=!r;(a(h,d),(u=m.selectAll("g.trace."+h).data(e,(function(t){return t[0].trace.uid}))).enter().append("g").classed("trace",!0).classed(h,!0),u.order(),!d.uniformtext.mode&&i.hasTransition(r))?(l&&(f=l()),n.transition().duration(r.duration).ease(r.easing).each("end",(function(){f&&f()})).each("interrupt",(function(){f&&f()})).each((function(){m.selectAll("g.trace").each((function(e){s(t,e,this,r,p)}))}))):(u.each((function(e){s(t,e,this,r,p)})),d.uniformtext.mode&&o(t,m.selectAll(".trace"),h));g&&u.exit().remove()}},{"../bar/style":657,"../bar/uniform_text":659,"../sunburst/helpers":1050,"./plot_one":1084,"@plotly/d3":58}],1076:[function(t,e,r){"use strict";var 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vt=(c+(n=n+Math.imul(f,q)|0)|0)+((8191&(i=(i=i+Math.imul(f,G)|0)+Math.imul(h,q)|0))<<13)|0;c=((a=a+Math.imul(h,G)|0)+(i>>>13)|0)+(vt>>>26)|0,vt&=67108863,n=Math.imul(v,U),i=(i=Math.imul(v,V))+Math.imul(y,U)|0,a=Math.imul(y,V),n=n+Math.imul(d,q)|0,i=(i=i+Math.imul(d,G)|0)+Math.imul(m,q)|0,a=a+Math.imul(m,G)|0;var yt=(c+(n=n+Math.imul(f,W)|0)|0)+((8191&(i=(i=i+Math.imul(f,X)|0)+Math.imul(h,W)|0))<<13)|0;c=((a=a+Math.imul(h,X)|0)+(i>>>13)|0)+(yt>>>26)|0,yt&=67108863,n=Math.imul(b,U),i=(i=Math.imul(b,V))+Math.imul(_,U)|0,a=Math.imul(_,V),n=n+Math.imul(v,q)|0,i=(i=i+Math.imul(v,G)|0)+Math.imul(y,q)|0,a=a+Math.imul(y,G)|0,n=n+Math.imul(d,W)|0,i=(i=i+Math.imul(d,X)|0)+Math.imul(m,W)|0,a=a+Math.imul(m,X)|0;var xt=(c+(n=n+Math.imul(f,J)|0)|0)+((8191&(i=(i=i+Math.imul(f,K)|0)+Math.imul(h,J)|0))<<13)|0;c=((a=a+Math.imul(h,K)|0)+(i>>>13)|0)+(xt>>>26)|0,xt&=67108863,n=Math.imul(T,U),i=(i=Math.imul(T,V))+Math.imul(k,U)|0,a=Math.imul(k,V),n=n+Math.imul(b,q)|0,i=(i=i+Math.imul(b,G)|0)+Math.imul(_,q)|0,a=a+Math.imul(_,G)|0,n=n+Math.imul(v,W)|0,i=(i=i+Math.imul(v,X)|0)+Math.imul(y,W)|0,a=a+Math.imul(y,X)|0,n=n+Math.imul(d,J)|0,i=(i=i+Math.imul(d,K)|0)+Math.imul(m,J)|0,a=a+Math.imul(m,K)|0;var bt=(c+(n=n+Math.imul(f,$)|0)|0)+((8191&(i=(i=i+Math.imul(f,tt)|0)+Math.imul(h,$)|0))<<13)|0;c=((a=a+Math.imul(h,tt)|0)+(i>>>13)|0)+(bt>>>26)|0,bt&=67108863,n=Math.imul(M,U),i=(i=Math.imul(M,V))+Math.imul(S,U)|0,a=Math.imul(S,V),n=n+Math.imul(T,q)|0,i=(i=i+Math.imul(T,G)|0)+Math.imul(k,q)|0,a=a+Math.imul(k,G)|0,n=n+Math.imul(b,W)|0,i=(i=i+Math.imul(b,X)|0)+Math.imul(_,W)|0,a=a+Math.imul(_,X)|0,n=n+Math.imul(v,J)|0,i=(i=i+Math.imul(v,K)|0)+Math.imul(y,J)|0,a=a+Math.imul(y,K)|0,n=n+Math.imul(d,$)|0,i=(i=i+Math.imul(d,tt)|0)+Math.imul(m,$)|0,a=a+Math.imul(m,tt)|0;var _t=(c+(n=n+Math.imul(f,rt)|0)|0)+((8191&(i=(i=i+Math.imul(f,nt)|0)+Math.imul(h,rt)|0))<<13)|0;c=((a=a+Math.imul(h,nt)|0)+(i>>>13)|0)+(_t>>>26)|0,_t&=67108863,n=Math.imul(L,U),i=(i=Math.imul(L,V))+Math.imul(C,U)|0,a=Math.imul(C,V),n=n+Math.imul(M,q)|0,i=(i=i+Math.imul(M,G)|0)+Math.imul(S,q)|0,a=a+Math.imul(S,G)|0,n=n+Math.imul(T,W)|0,i=(i=i+Math.imul(T,X)|0)+Math.imul(k,W)|0,a=a+Math.imul(k,X)|0,n=n+Math.imul(b,J)|0,i=(i=i+Math.imul(b,K)|0)+Math.imul(_,J)|0,a=a+Math.imul(_,K)|0,n=n+Math.imul(v,$)|0,i=(i=i+Math.imul(v,tt)|0)+Math.imul(y,$)|0,a=a+Math.imul(y,tt)|0,n=n+Math.imul(d,rt)|0,i=(i=i+Math.imul(d,nt)|0)+Math.imul(m,rt)|0,a=a+Math.imul(m,nt)|0;var wt=(c+(n=n+Math.imul(f,at)|0)|0)+((8191&(i=(i=i+Math.imul(f,ot)|0)+Math.imul(h,at)|0))<<13)|0;c=((a=a+Math.imul(h,ot)|0)+(i>>>13)|0)+(wt>>>26)|0,wt&=67108863,n=Math.imul(I,U),i=(i=Math.imul(I,V))+Math.imul(O,U)|0,a=Math.imul(O,V),n=n+Math.imul(L,q)|0,i=(i=i+Math.imul(L,G)|0)+Math.imul(C,q)|0,a=a+Math.imul(C,G)|0,n=n+Math.imul(M,W)|0,i=(i=i+Math.imul(M,X)|0)+Math.imul(S,W)|0,a=a+Math.imul(S,X)|0,n=n+Math.imul(T,J)|0,i=(i=i+Math.imul(T,K)|0)+Math.imul(k,J)|0,a=a+Math.imul(k,K)|0,n=n+Math.imul(b,$)|0,i=(i=i+Math.imul(b,tt)|0)+Math.imul(_,$)|0,a=a+Math.imul(_,tt)|0,n=n+Math.imul(v,rt)|0,i=(i=i+Math.imul(v,nt)|0)+Math.imul(y,rt)|0,a=a+Math.imul(y,nt)|0,n=n+Math.imul(d,at)|0,i=(i=i+Math.imul(d,ot)|0)+Math.imul(m,at)|0,a=a+Math.imul(m,ot)|0;var Tt=(c+(n=n+Math.imul(f,lt)|0)|0)+((8191&(i=(i=i+Math.imul(f,ct)|0)+Math.imul(h,lt)|0))<<13)|0;c=((a=a+Math.imul(h,ct)|0)+(i>>>13)|0)+(Tt>>>26)|0,Tt&=67108863,n=Math.imul(D,U),i=(i=Math.imul(D,V))+Math.imul(R,U)|0,a=Math.imul(R,V),n=n+Math.imul(I,q)|0,i=(i=i+Math.imul(I,G)|0)+Math.imul(O,q)|0,a=a+Math.imul(O,G)|0,n=n+Math.imul(L,W)|0,i=(i=i+Math.imul(L,X)|0)+Math.imul(C,W)|0,a=a+Math.imul(C,X)|0,n=n+Math.imul(M,J)|0,i=(i=i+Math.imul(M,K)|0)+Math.imul(S,J)|0,a=a+Math.imul(S,K)|0,n=n+Math.imul(T,$)|0,i=(i=i+Math.imul(T,tt)|0)+Math.imul(k,$)|0,a=a+Math.imul(k,tt)|0,n=n+Math.imul(b,rt)|0,i=(i=i+Math.imul(b,nt)|0)+Math.imul(_,rt)|0,a=a+Math.imul(_,nt)|0,n=n+Math.imul(v,at)|0,i=(i=i+Math.imul(v,ot)|0)+Math.imul(y,at)|0,a=a+Math.imul(y,ot)|0,n=n+Math.imul(d,lt)|0,i=(i=i+Math.imul(d,ct)|0)+Math.imul(m,lt)|0,a=a+Math.imul(m,ct)|0;var kt=(c+(n=n+Math.imul(f,ft)|0)|0)+((8191&(i=(i=i+Math.imul(f,ht)|0)+Math.imul(h,ft)|0))<<13)|0;c=((a=a+Math.imul(h,ht)|0)+(i>>>13)|0)+(kt>>>26)|0,kt&=67108863,n=Math.imul(B,U),i=(i=Math.imul(B,V))+Math.imul(N,U)|0,a=Math.imul(N,V),n=n+Math.imul(D,q)|0,i=(i=i+Math.imul(D,G)|0)+Math.imul(R,q)|0,a=a+Math.imul(R,G)|0,n=n+Math.imul(I,W)|0,i=(i=i+Math.imul(I,X)|0)+Math.imul(O,W)|0,a=a+Math.imul(O,X)|0,n=n+Math.imul(L,J)|0,i=(i=i+Math.imul(L,K)|0)+Math.imul(C,J)|0,a=a+Math.imul(C,K)|0,n=n+Math.imul(M,$)|0,i=(i=i+Math.imul(M,tt)|0)+Math.imul(S,$)|0,a=a+Math.imul(S,tt)|0,n=n+Math.imul(T,rt)|0,i=(i=i+Math.imul(T,nt)|0)+Math.imul(k,rt)|0,a=a+Math.imul(k,nt)|0,n=n+Math.imul(b,at)|0,i=(i=i+Math.imul(b,ot)|0)+Math.imul(_,at)|0,a=a+Math.imul(_,ot)|0,n=n+Math.imul(v,lt)|0,i=(i=i+Math.imul(v,ct)|0)+Math.imul(y,lt)|0,a=a+Math.imul(y,ct)|0,n=n+Math.imul(d,ft)|0,i=(i=i+Math.imul(d,ht)|0)+Math.imul(m,ft)|0,a=a+Math.imul(m,ht)|0;var At=(c+(n=n+Math.imul(f,dt)|0)|0)+((8191&(i=(i=i+Math.imul(f,mt)|0)+Math.imul(h,dt)|0))<<13)|0;c=((a=a+Math.imul(h,mt)|0)+(i>>>13)|0)+(At>>>26)|0,At&=67108863,n=Math.imul(B,q),i=(i=Math.imul(B,G))+Math.imul(N,q)|0,a=Math.imul(N,G),n=n+Math.imul(D,W)|0,i=(i=i+Math.imul(D,X)|0)+Math.imul(R,W)|0,a=a+Math.imul(R,X)|0,n=n+Math.imul(I,J)|0,i=(i=i+Math.imul(I,K)|0)+Math.imul(O,J)|0,a=a+Math.imul(O,K)|0,n=n+Math.imul(L,$)|0,i=(i=i+Math.imul(L,tt)|0)+Math.imul(C,$)|0,a=a+Math.imul(C,tt)|0,n=n+Math.imul(M,rt)|0,i=(i=i+Math.imul(M,nt)|0)+Math.imul(S,rt)|0,a=a+Math.imul(S,nt)|0,n=n+Math.imul(T,at)|0,i=(i=i+Math.imul(T,ot)|0)+Math.imul(k,at)|0,a=a+Math.imul(k,ot)|0,n=n+Math.imul(b,lt)|0,i=(i=i+Math.imul(b,ct)|0)+Math.imul(_,lt)|0,a=a+Math.imul(_,ct)|0,n=n+Math.imul(v,ft)|0,i=(i=i+Math.imul(v,ht)|0)+Math.imul(y,ft)|0,a=a+Math.imul(y,ht)|0;var Mt=(c+(n=n+Math.imul(d,dt)|0)|0)+((8191&(i=(i=i+Math.imul(d,mt)|0)+Math.imul(m,dt)|0))<<13)|0;c=((a=a+Math.imul(m,mt)|0)+(i>>>13)|0)+(Mt>>>26)|0,Mt&=67108863,n=Math.imul(B,W),i=(i=Math.imul(B,X))+Math.imul(N,W)|0,a=Math.imul(N,X),n=n+Math.imul(D,J)|0,i=(i=i+Math.imul(D,K)|0)+Math.imul(R,J)|0,a=a+Math.imul(R,K)|0,n=n+Math.imul(I,$)|0,i=(i=i+Math.imul(I,tt)|0)+Math.imul(O,$)|0,a=a+Math.imul(O,tt)|0,n=n+Math.imul(L,rt)|0,i=(i=i+Math.imul(L,nt)|0)+Math.imul(C,rt)|0,a=a+Math.imul(C,nt)|0,n=n+Math.imul(M,at)|0,i=(i=i+Math.imul(M,ot)|0)+Math.imul(S,at)|0,a=a+Math.imul(S,ot)|0,n=n+Math.imul(T,lt)|0,i=(i=i+Math.imul(T,ct)|0)+Math.imul(k,lt)|0,a=a+Math.imul(k,ct)|0,n=n+Math.imul(b,ft)|0,i=(i=i+Math.imul(b,ht)|0)+Math.imul(_,ft)|0,a=a+Math.imul(_,ht)|0;var St=(c+(n=n+Math.imul(v,dt)|0)|0)+((8191&(i=(i=i+Math.imul(v,mt)|0)+Math.imul(y,dt)|0))<<13)|0;c=((a=a+Math.imul(y,mt)|0)+(i>>>13)|0)+(St>>>26)|0,St&=67108863,n=Math.imul(B,J),i=(i=Math.imul(B,K))+Math.imul(N,J)|0,a=Math.imul(N,K),n=n+Math.imul(D,$)|0,i=(i=i+Math.imul(D,tt)|0)+Math.imul(R,$)|0,a=a+Math.imul(R,tt)|0,n=n+Math.imul(I,rt)|0,i=(i=i+Math.imul(I,nt)|0)+Math.imul(O,rt)|0,a=a+Math.imul(O,nt)|0,n=n+Math.imul(L,at)|0,i=(i=i+Math.imul(L,ot)|0)+Math.imul(C,at)|0,a=a+Math.imul(C,ot)|0,n=n+Math.imul(M,lt)|0,i=(i=i+Math.imul(M,ct)|0)+Math.imul(S,lt)|0,a=a+Math.imul(S,ct)|0,n=n+Math.imul(T,ft)|0,i=(i=i+Math.imul(T,ht)|0)+Math.imul(k,ft)|0,a=a+Math.imul(k,ht)|0;var Et=(c+(n=n+Math.imul(b,dt)|0)|0)+((8191&(i=(i=i+Math.imul(b,mt)|0)+Math.imul(_,dt)|0))<<13)|0;c=((a=a+Math.imul(_,mt)|0)+(i>>>13)|0)+(Et>>>26)|0,Et&=67108863,n=Math.imul(B,$),i=(i=Math.imul(B,tt))+Math.imul(N,$)|0,a=Math.imul(N,tt),n=n+Math.imul(D,rt)|0,i=(i=i+Math.imul(D,nt)|0)+Math.imul(R,rt)|0,a=a+Math.imul(R,nt)|0,n=n+Math.imul(I,at)|0,i=(i=i+Math.imul(I,ot)|0)+Math.imul(O,at)|0,a=a+Math.imul(O,ot)|0,n=n+Math.imul(L,lt)|0,i=(i=i+Math.imul(L,ct)|0)+Math.imul(C,lt)|0,a=a+Math.imul(C,ct)|0,n=n+Math.imul(M,ft)|0,i=(i=i+Math.imul(M,ht)|0)+Math.imul(S,ft)|0,a=a+Math.imul(S,ht)|0;var Lt=(c+(n=n+Math.imul(T,dt)|0)|0)+((8191&(i=(i=i+Math.imul(T,mt)|0)+Math.imul(k,dt)|0))<<13)|0;c=((a=a+Math.imul(k,mt)|0)+(i>>>13)|0)+(Lt>>>26)|0,Lt&=67108863,n=Math.imul(B,rt),i=(i=Math.imul(B,nt))+Math.imul(N,rt)|0,a=Math.imul(N,nt),n=n+Math.imul(D,at)|0,i=(i=i+Math.imul(D,ot)|0)+Math.imul(R,at)|0,a=a+Math.imul(R,ot)|0,n=n+Math.imul(I,lt)|0,i=(i=i+Math.imul(I,ct)|0)+Math.imul(O,lt)|0,a=a+Math.imul(O,ct)|0,n=n+Math.imul(L,ft)|0,i=(i=i+Math.imul(L,ht)|0)+Math.imul(C,ft)|0,a=a+Math.imul(C,ht)|0;var Ct=(c+(n=n+Math.imul(M,dt)|0)|0)+((8191&(i=(i=i+Math.imul(M,mt)|0)+Math.imul(S,dt)|0))<<13)|0;c=((a=a+Math.imul(S,mt)|0)+(i>>>13)|0)+(Ct>>>26)|0,Ct&=67108863,n=Math.imul(B,at),i=(i=Math.imul(B,ot))+Math.imul(N,at)|0,a=Math.imul(N,ot),n=n+Math.imul(D,lt)|0,i=(i=i+Math.imul(D,ct)|0)+Math.imul(R,lt)|0,a=a+Math.imul(R,ct)|0,n=n+Math.imul(I,ft)|0,i=(i=i+Math.imul(I,ht)|0)+Math.imul(O,ft)|0,a=a+Math.imul(O,ht)|0;var Pt=(c+(n=n+Math.imul(L,dt)|0)|0)+((8191&(i=(i=i+Math.imul(L,mt)|0)+Math.imul(C,dt)|0))<<13)|0;c=((a=a+Math.imul(C,mt)|0)+(i>>>13)|0)+(Pt>>>26)|0,Pt&=67108863,n=Math.imul(B,lt),i=(i=Math.imul(B,ct))+Math.imul(N,lt)|0,a=Math.imul(N,ct),n=n+Math.imul(D,ft)|0,i=(i=i+Math.imul(D,ht)|0)+Math.imul(R,ft)|0,a=a+Math.imul(R,ht)|0;var It=(c+(n=n+Math.imul(I,dt)|0)|0)+((8191&(i=(i=i+Math.imul(I,mt)|0)+Math.imul(O,dt)|0))<<13)|0;c=((a=a+Math.imul(O,mt)|0)+(i>>>13)|0)+(It>>>26)|0,It&=67108863,n=Math.imul(B,ft),i=(i=Math.imul(B,ht))+Math.imul(N,ft)|0,a=Math.imul(N,ht);var Ot=(c+(n=n+Math.imul(D,dt)|0)|0)+((8191&(i=(i=i+Math.imul(D,mt)|0)+Math.imul(R,dt)|0))<<13)|0;c=((a=a+Math.imul(R,mt)|0)+(i>>>13)|0)+(Ot>>>26)|0,Ot&=67108863;var zt=(c+(n=Math.imul(B,dt))|0)+((8191&(i=(i=Math.imul(B,mt))+Math.imul(N,dt)|0))<<13)|0;return c=((a=Math.imul(N,mt))+(i>>>13)|0)+(zt>>>26)|0,zt&=67108863,l[0]=gt,l[1]=vt,l[2]=yt,l[3]=xt,l[4]=bt,l[5]=_t,l[6]=wt,l[7]=Tt,l[8]=kt,l[9]=At,l[10]=Mt,l[11]=St,l[12]=Et,l[13]=Lt,l[14]=Ct,l[15]=Pt,l[16]=It,l[17]=Ot,l[18]=zt,0!==c&&(l[19]=c,r.length++),r};function m(t,e,r){return(new g).mulp(t,e,r)}function g(t,e){this.x=t,this.y=e}Math.imul||(d=p),a.prototype.mulTo=function(t,e){var r=this.length+t.length;return 10===this.length&&10===t.length?d(this,t,e):r<63?p(this,t,e):r<1024?function(t,e,r){r.negative=e.negative^t.negative,r.length=t.length+e.length;for(var n=0,i=0,a=0;a>>26)|0)>>>26,o&=67108863}r.words[a]=s,n=o,o=i}return 0!==n?r.words[a]=n:r.length--,r.strip()}(this,t,e):m(this,t,e)},g.prototype.makeRBT=function(t){for(var e=new Array(t),r=a.prototype._countBits(t)-1,n=0;n>=1;return n},g.prototype.permute=function(t,e,r,n,i,a){for(var o=0;o>>=1)i++;return 1<>>=13,r[2*o+1]=8191&a,a>>>=13;for(o=2*e;o>=26,e+=i/67108864|0,e+=a>>>26,this.words[r]=67108863&a}return 0!==e&&(this.words[r]=e,this.length++),this},a.prototype.muln=function(t){return this.clone().imuln(t)},a.prototype.sqr=function(){return this.mul(this)},a.prototype.isqr=function(){return this.imul(this.clone())},a.prototype.pow=function(t){var e=function(t){for(var e=new Array(t.bitLength()),r=0;r>>i}return e}(t);if(0===e.length)return new a(1);for(var r=this,n=0;n=0);var e,r=t%26,i=(t-r)/26,a=67108863>>>26-r<<26-r;if(0!==r){var o=0;for(e=0;e>>26-r}o&&(this.words[e]=o,this.length++)}if(0!==i){for(e=this.length-1;e>=0;e--)this.words[e+i]=this.words[e];for(e=0;e=0),i=e?(e-e%26)/26:0;var a=t%26,o=Math.min((t-a)/26,this.length),s=67108863^67108863>>>a<o)for(this.length-=o,c=0;c=0&&(0!==u||c>=i);c--){var f=0|this.words[c];this.words[c]=u<<26-a|f>>>a,u=f&s}return l&&0!==u&&(l.words[l.length++]=u),0===this.length&&(this.words[0]=0,this.length=1),this.strip()},a.prototype.ishrn=function(t,e,r){return n(0===this.negative),this.iushrn(t,e,r)},a.prototype.shln=function(t){return this.clone().ishln(t)},a.prototype.ushln=function(t){return this.clone().iushln(t)},a.prototype.shrn=function(t){return this.clone().ishrn(t)},a.prototype.ushrn=function(t){return this.clone().iushrn(t)},a.prototype.testn=function(t){n("number"==typeof t&&t>=0);var e=t%26,r=(t-e)/26,i=1<=0);var e=t%26,r=(t-e)/26;if(n(0===this.negative,"imaskn works only with positive numbers"),this.length<=r)return this;if(0!==e&&r++,this.length=Math.min(r,this.length),0!==e){var i=67108863^67108863>>>e<=67108864;e++)this.words[e]-=67108864,e===this.length-1?this.words[e+1]=1:this.words[e+1]++;return this.length=Math.max(this.length,e+1),this},a.prototype.isubn=function(t){if(n("number"==typeof t),n(t<67108864),t<0)return this.iaddn(-t);if(0!==this.negative)return this.negative=0,this.iaddn(t),this.negative=1,this;if(this.words[0]-=t,1===this.length&&this.words[0]<0)this.words[0]=-this.words[0],this.negative=1;else for(var e=0;e>26)-(l/67108864|0),this.words[i+r]=67108863&a}for(;i>26,this.words[i+r]=67108863&a;if(0===s)return this.strip();for(n(-1===s),s=0,i=0;i>26,this.words[i]=67108863&a;return this.negative=1,this.strip()},a.prototype._wordDiv=function(t,e){var r=(this.length,t.length),n=this.clone(),i=t,o=0|i.words[i.length-1];0!==(r=26-this._countBits(o))&&(i=i.ushln(r),n.iushln(r),o=0|i.words[i.length-1]);var s,l=n.length-i.length;if("mod"!==e){(s=new a(null)).length=l+1,s.words=new Array(s.length);for(var c=0;c=0;f--){var h=67108864*(0|n.words[i.length+f])+(0|n.words[i.length+f-1]);for(h=Math.min(h/o|0,67108863),n._ishlnsubmul(i,h,f);0!==n.negative;)h--,n.negative=0,n._ishlnsubmul(i,1,f),n.isZero()||(n.negative^=1);s&&(s.words[f]=h)}return s&&s.strip(),n.strip(),"div"!==e&&0!==r&&n.iushrn(r),{div:s||null,mod:n}},a.prototype.divmod=function(t,e,r){return n(!t.isZero()),this.isZero()?{div:new a(0),mod:new a(0)}:0!==this.negative&&0===t.negative?(s=this.neg().divmod(t,e),"mod"!==e&&(i=s.div.neg()),"div"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.iadd(t)),{div:i,mod:o}):0===this.negative&&0!==t.negative?(s=this.divmod(t.neg(),e),"mod"!==e&&(i=s.div.neg()),{div:i,mod:s.mod}):0!=(this.negative&t.negative)?(s=this.neg().divmod(t.neg(),e),"div"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.isub(t)),{div:s.div,mod:o}):t.length>this.length||this.cmp(t)<0?{div:new a(0),mod:this}:1===t.length?"div"===e?{div:this.divn(t.words[0]),mod:null}:"mod"===e?{div:null,mod:new a(this.modn(t.words[0]))}:{div:this.divn(t.words[0]),mod:new a(this.modn(t.words[0]))}:this._wordDiv(t,e);var i,o,s},a.prototype.div=function(t){return this.divmod(t,"div",!1).div},a.prototype.mod=function(t){return this.divmod(t,"mod",!1).mod},a.prototype.umod=function(t){return this.divmod(t,"mod",!0).mod},a.prototype.divRound=function(t){var e=this.divmod(t);if(e.mod.isZero())return e.div;var r=0!==e.div.negative?e.mod.isub(t):e.mod,n=t.ushrn(1),i=t.andln(1),a=r.cmp(n);return a<0||1===i&&0===a?e.div:0!==e.div.negative?e.div.isubn(1):e.div.iaddn(1)},a.prototype.modn=function(t){n(t<=67108863);for(var e=(1<<26)%t,r=0,i=this.length-1;i>=0;i--)r=(e*r+(0|this.words[i]))%t;return r},a.prototype.idivn=function(t){n(t<=67108863);for(var e=0,r=this.length-1;r>=0;r--){var i=(0|this.words[r])+67108864*e;this.words[r]=i/t|0,e=i%t}return this.strip()},a.prototype.divn=function(t){return this.clone().idivn(t)},a.prototype.egcd=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i=new a(1),o=new a(0),s=new a(0),l=new a(1),c=0;e.isEven()&&r.isEven();)e.iushrn(1),r.iushrn(1),++c;for(var u=r.clone(),f=e.clone();!e.isZero();){for(var h=0,p=1;0==(e.words[0]&p)&&h<26;++h,p<<=1);if(h>0)for(e.iushrn(h);h-- >0;)(i.isOdd()||o.isOdd())&&(i.iadd(u),o.isub(f)),i.iushrn(1),o.iushrn(1);for(var d=0,m=1;0==(r.words[0]&m)&&d<26;++d,m<<=1);if(d>0)for(r.iushrn(d);d-- >0;)(s.isOdd()||l.isOdd())&&(s.iadd(u),l.isub(f)),s.iushrn(1),l.iushrn(1);e.cmp(r)>=0?(e.isub(r),i.isub(s),o.isub(l)):(r.isub(e),s.isub(i),l.isub(o))}return{a:s,b:l,gcd:r.iushln(c)}},a.prototype._invmp=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i,o=new a(1),s=new a(0),l=r.clone();e.cmpn(1)>0&&r.cmpn(1)>0;){for(var c=0,u=1;0==(e.words[0]&u)&&c<26;++c,u<<=1);if(c>0)for(e.iushrn(c);c-- >0;)o.isOdd()&&o.iadd(l),o.iushrn(1);for(var f=0,h=1;0==(r.words[0]&h)&&f<26;++f,h<<=1);if(f>0)for(r.iushrn(f);f-- >0;)s.isOdd()&&s.iadd(l),s.iushrn(1);e.cmp(r)>=0?(e.isub(r),o.isub(s)):(r.isub(e),s.isub(o))}return(i=0===e.cmpn(1)?o:s).cmpn(0)<0&&i.iadd(t),i},a.prototype.gcd=function(t){if(this.isZero())return t.abs();if(t.isZero())return this.abs();var e=this.clone(),r=t.clone();e.negative=0,r.negative=0;for(var n=0;e.isEven()&&r.isEven();n++)e.iushrn(1),r.iushrn(1);for(;;){for(;e.isEven();)e.iushrn(1);for(;r.isEven();)r.iushrn(1);var i=e.cmp(r);if(i<0){var a=e;e=r,r=a}else if(0===i||0===r.cmpn(1))break;e.isub(r)}return r.iushln(n)},a.prototype.invm=function(t){return this.egcd(t).a.umod(t)},a.prototype.isEven=function(){return 0==(1&this.words[0])},a.prototype.isOdd=function(){return 1==(1&this.words[0])},a.prototype.andln=function(t){return this.words[0]&t},a.prototype.bincn=function(t){n("number"==typeof t);var e=t%26,r=(t-e)/26,i=1<>>26,s&=67108863,this.words[o]=s}return 0!==a&&(this.words[o]=a,this.length++),this},a.prototype.isZero=function(){return 1===this.length&&0===this.words[0]},a.prototype.cmpn=function(t){var e,r=t<0;if(0!==this.negative&&!r)return-1;if(0===this.negative&&r)return 1;if(this.strip(),this.length>1)e=1;else{r&&(t=-t),n(t<=67108863,"Number is too big");var i=0|this.words[0];e=i===t?0:it.length)return 1;if(this.length=0;r--){var n=0|this.words[r],i=0|t.words[r];if(n!==i){ni&&(e=1);break}}return e},a.prototype.gtn=function(t){return 1===this.cmpn(t)},a.prototype.gt=function(t){return 1===this.cmp(t)},a.prototype.gten=function(t){return this.cmpn(t)>=0},a.prototype.gte=function(t){return this.cmp(t)>=0},a.prototype.ltn=function(t){return-1===this.cmpn(t)},a.prototype.lt=function(t){return-1===this.cmp(t)},a.prototype.lten=function(t){return this.cmpn(t)<=0},a.prototype.lte=function(t){return this.cmp(t)<=0},a.prototype.eqn=function(t){return 0===this.cmpn(t)},a.prototype.eq=function(t){return 0===this.cmp(t)},a.red=function(t){return new T(t)},a.prototype.toRed=function(t){return n(!this.red,"Already a number in reduction context"),n(0===this.negative,"red works only with positives"),t.convertTo(this)._forceRed(t)},a.prototype.fromRed=function(){return n(this.red,"fromRed works only with numbers in reduction context"),this.red.convertFrom(this)},a.prototype._forceRed=function(t){return this.red=t,this},a.prototype.forceRed=function(t){return n(!this.red,"Already a number in reduction context"),this._forceRed(t)},a.prototype.redAdd=function(t){return n(this.red,"redAdd works only with red numbers"),this.red.add(this,t)},a.prototype.redIAdd=function(t){return n(this.red,"redIAdd works only with red numbers"),this.red.iadd(this,t)},a.prototype.redSub=function(t){return n(this.red,"redSub works only with red numbers"),this.red.sub(this,t)},a.prototype.redISub=function(t){return n(this.red,"redISub works only with red numbers"),this.red.isub(this,t)},a.prototype.redShl=function(t){return n(this.red,"redShl works only with red numbers"),this.red.shl(this,t)},a.prototype.redMul=function(t){return n(this.red,"redMul works only with red numbers"),this.red._verify2(this,t),this.red.mul(this,t)},a.prototype.redIMul=function(t){return n(this.red,"redMul works only with red numbers"),this.red._verify2(this,t),this.red.imul(this,t)},a.prototype.redSqr=function(){return n(this.red,"redSqr works only with red numbers"),this.red._verify1(this),this.red.sqr(this)},a.prototype.redISqr=function(){return n(this.red,"redISqr works only with red numbers"),this.red._verify1(this),this.red.isqr(this)},a.prototype.redSqrt=function(){return n(this.red,"redSqrt works only with red numbers"),this.red._verify1(this),this.red.sqrt(this)},a.prototype.redInvm=function(){return n(this.red,"redInvm works only with red numbers"),this.red._verify1(this),this.red.invm(this)},a.prototype.redNeg=function(){return n(this.red,"redNeg works only with red numbers"),this.red._verify1(this),this.red.neg(this)},a.prototype.redPow=function(t){return n(this.red&&!t.red,"redPow(normalNum)"),this.red._verify1(this),this.red.pow(this,t)};var v={k256:null,p224:null,p192:null,p25519:null};function y(t,e){this.name=t,this.p=new a(e,16),this.n=this.p.bitLength(),this.k=new a(1).iushln(this.n).isub(this.p),this.tmp=this._tmp()}function x(){y.call(this,"k256","ffffffff ffffffff ffffffff ffffffff ffffffff ffffffff fffffffe fffffc2f")}function b(){y.call(this,"p224","ffffffff ffffffff ffffffff ffffffff 00000000 00000000 00000001")}function _(){y.call(this,"p192","ffffffff ffffffff ffffffff fffffffe ffffffff ffffffff")}function w(){y.call(this,"25519","7fffffffffffffff ffffffffffffffff ffffffffffffffff ffffffffffffffed")}function T(t){if("string"==typeof t){var e=a._prime(t);this.m=e.p,this.prime=e}else n(t.gtn(1),"modulus must be greater than 1"),this.m=t,this.prime=null}function k(t){T.call(this,t),this.shift=this.m.bitLength(),this.shift%26!=0&&(this.shift+=26-this.shift%26),this.r=new a(1).iushln(this.shift),this.r2=this.imod(this.r.sqr()),this.rinv=this.r._invmp(this.m),this.minv=this.rinv.mul(this.r).isubn(1).div(this.m),this.minv=this.minv.umod(this.r),this.minv=this.r.sub(this.minv)}y.prototype._tmp=function(){var t=new a(null);return t.words=new Array(Math.ceil(this.n/13)),t},y.prototype.ireduce=function(t){var e,r=t;do{this.split(r,this.tmp),e=(r=(r=this.imulK(r)).iadd(this.tmp)).bitLength()}while(e>this.n);var n=e0?r.isub(this.p):void 0!==r.strip?r.strip():r._strip(),r},y.prototype.split=function(t,e){t.iushrn(this.n,0,e)},y.prototype.imulK=function(t){return t.imul(this.k)},i(x,y),x.prototype.split=function(t,e){for(var r=Math.min(t.length,9),n=0;n>>22,i=a}i>>>=22,t.words[n-10]=i,0===i&&t.length>10?t.length-=10:t.length-=9},x.prototype.imulK=function(t){t.words[t.length]=0,t.words[t.length+1]=0,t.length+=2;for(var e=0,r=0;r>>=26,t.words[r]=i,e=n}return 0!==e&&(t.words[t.length++]=e),t},a._prime=function(t){if(v[t])return v[t];var e;if("k256"===t)e=new x;else if("p224"===t)e=new b;else if("p192"===t)e=new _;else{if("p25519"!==t)throw new Error("Unknown prime "+t);e=new w}return v[t]=e,e},T.prototype._verify1=function(t){n(0===t.negative,"red works only with positives"),n(t.red,"red works only with red numbers")},T.prototype._verify2=function(t,e){n(0==(t.negative|e.negative),"red works only with positives"),n(t.red&&t.red===e.red,"red works only with red numbers")},T.prototype.imod=function(t){return this.prime?this.prime.ireduce(t)._forceRed(this):t.umod(this.m)._forceRed(this)},T.prototype.neg=function(t){return t.isZero()?t.clone():this.m.sub(t)._forceRed(this)},T.prototype.add=function(t,e){this._verify2(t,e);var r=t.add(e);return r.cmp(this.m)>=0&&r.isub(this.m),r._forceRed(this)},T.prototype.iadd=function(t,e){this._verify2(t,e);var r=t.iadd(e);return r.cmp(this.m)>=0&&r.isub(this.m),r},T.prototype.sub=function(t,e){this._verify2(t,e);var r=t.sub(e);return r.cmpn(0)<0&&r.iadd(this.m),r._forceRed(this)},T.prototype.isub=function(t,e){this._verify2(t,e);var r=t.isub(e);return r.cmpn(0)<0&&r.iadd(this.m),r},T.prototype.shl=function(t,e){return this._verify1(t),this.imod(t.ushln(e))},T.prototype.imul=function(t,e){return this._verify2(t,e),this.imod(t.imul(e))},T.prototype.mul=function(t,e){return this._verify2(t,e),this.imod(t.mul(e))},T.prototype.isqr=function(t){return this.imul(t,t.clone())},T.prototype.sqr=function(t){return this.mul(t,t)},T.prototype.sqrt=function(t){if(t.isZero())return t.clone();var e=this.m.andln(3);if(n(e%2==1),3===e){var r=this.m.add(new a(1)).iushrn(2);return this.pow(t,r)}for(var i=this.m.subn(1),o=0;!i.isZero()&&0===i.andln(1);)o++,i.iushrn(1);n(!i.isZero());var s=new a(1).toRed(this),l=s.redNeg(),c=this.m.subn(1).iushrn(1),u=this.m.bitLength();for(u=new a(2*u*u).toRed(this);0!==this.pow(u,c).cmp(l);)u.redIAdd(l);for(var f=this.pow(u,i),h=this.pow(t,i.addn(1).iushrn(1)),p=this.pow(t,i),d=o;0!==p.cmp(s);){for(var m=p,g=0;0!==m.cmp(s);g++)m=m.redSqr();n(g=0;n--){for(var c=e.words[n],u=l-1;u>=0;u--){var f=c>>u&1;i!==r[0]&&(i=this.sqr(i)),0!==f||0!==o?(o<<=1,o|=f,(4===++s||0===n&&0===u)&&(i=this.mul(i,r[o]),s=0,o=0)):s=0}l=26}return i},T.prototype.convertTo=function(t){var e=t.umod(this.m);return 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p=l[f-2];if(p.left===h)if(h.left===i){if(!(d=p.right)||0!==d._color){if(p._color=0,p.left=h.right,h._color=1,h.right=p,l[f-2]=h,l[f-1]=i,o(p),o(h),f>=3)(m=l[f-3]).left===p?m.left=h:m.right=h;break}h._color=1,p.right=a(1,d),p._color=0,f-=1}else{if(!(d=p.right)||0!==d._color){if(h.right=i.left,p._color=0,p.left=i.right,i._color=1,i.left=h,i.right=p,l[f-2]=i,l[f-1]=h,o(p),o(h),o(i),f>=3)(m=l[f-3]).left===p?m.left=i:m.right=i;break}h._color=1,p.right=a(1,d),p._color=0,f-=1}else if(h.right===i){if(!(d=p.left)||0!==d._color){if(p._color=0,p.right=h.left,h._color=1,h.left=p,l[f-2]=h,l[f-1]=i,o(p),o(h),f>=3)(m=l[f-3]).right===p?m.right=h:m.left=h;break}h._color=1,p.left=a(1,d),p._color=0,f-=1}else{var d;if(!(d=p.left)||0!==d._color){var m;if(h.left=i.right,p._color=0,p.right=i.left,i._color=1,i.right=h,i.left=p,l[f-2]=i,l[f-1]=h,o(p),o(h),o(i),f>=3)(m=l[f-3]).right===p?m.right=i:m.left=i;break}h._color=1,p.left=a(1,d),p._color=0,f-=1}}return l[0]._color=1,new s(r,l[0])},l.forEach=function(t,e,r){if(this.root)switch(arguments.length){case 1:return c(t,this.root);case 2:return u(e,this._compare,t,this.root);case 3:if(this._compare(e,r)>=0)return;return f(e,r,this._compare,t,this.root)}},Object.defineProperty(l,"begin",{get:function(){for(var t=[],e=this.root;e;)t.push(e),e=e.left;return new h(this,t)}}),Object.defineProperty(l,"end",{get:function(){for(var t=[],e=this.root;e;)t.push(e),e=e.right;return new h(this,t)}}),l.at=function(t){if(t<0)return new h(this,[]);for(var e=this.root,r=[];;){if(r.push(e),e.left){if(t=e.right._count)break;e=e.right}return new h(this,[])},l.ge=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a<=0&&(i=n.length),r=a<=0?r.left:r.right}return n.length=i,new h(this,n)},l.gt=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a<0&&(i=n.length),r=a<0?r.left:r.right}return n.length=i,new h(this,n)},l.lt=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a>0&&(i=n.length),r=a<=0?r.left:r.right}return n.length=i,new h(this,n)},l.le=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a>=0&&(i=n.length),r=a<0?r.left:r.right}return n.length=i,new h(this,n)},l.find=function(t){for(var e=this._compare,r=this.root,n=[];r;){var i=e(t,r.key);if(n.push(r),0===i)return new h(this,n);r=i<=0?r.left:r.right}return new h(this,[])},l.remove=function(t){var e=this.find(t);return e?e.remove():this},l.get=function(t){for(var e=this._compare,r=this.root;r;){var n=e(t,r.key);if(0===n)return r.value;r=n<=0?r.left:r.right}};var p=h.prototype;function d(t,e){t.key=e.key,t.value=e.value,t.left=e.left,t.right=e.right,t._color=e._color,t._count=e._count}function m(t,e){return te?1:0}Object.defineProperty(p,"valid",{get:function(){return this._stack.length>0}}),Object.defineProperty(p,"node",{get:function(){return this._stack.length>0?this._stack[this._stack.length-1]:null},enumerable:!0}),p.clone=function(){return new h(this.tree,this._stack.slice())},p.remove=function(){var t=this._stack;if(0===t.length)return this.tree;var e=new Array(t.length),r=t[t.length-1];e[e.length-1]=new n(r._color,r.key,r.value,r.left,r.right,r._count);for(var l=t.length-2;l>=0;--l){(r=t[l]).left===t[l+1]?e[l]=new n(r._color,r.key,r.value,e[l+1],r.right,r._count):e[l]=new n(r._color,r.key,r.value,r.left,e[l+1],r._count)}if((r=e[e.length-1]).left&&r.right){var c=e.length;for(r=r.left;r.right;)e.push(r),r=r.right;var u=e[c-1];e.push(new n(r._color,u.key,u.value,r.left,r.right,r._count)),e[c-1].key=r.key,e[c-1].value=r.value;for(l=e.length-2;l>=c;--l)r=e[l],e[l]=new n(r._color,r.key,r.value,r.left,e[l+1],r._count);e[c-1].left=e[c]}if(0===(r=e[e.length-1])._color){var f=e[e.length-2];f.left===r?f.left=null:f.right===r&&(f.right=null),e.pop();for(l=0;l=0;--l){if(e=t[l],0===l)return void(e._color=1);if((r=t[l-1]).left===e){if((n=r.right).right&&0===n.right._color){if(s=(n=r.right=i(n)).right=i(n.right),r.right=n.left,n.left=r,n.right=s,n._color=r._color,e._color=1,r._color=1,s._color=1,o(r),o(n),l>1)(c=t[l-2]).left===r?c.left=n:c.right=n;return void(t[l-1]=n)}if(n.left&&0===n.left._color){if(s=(n=r.right=i(n)).left=i(n.left),r.right=s.left,n.left=s.right,s.left=r,s.right=n,s._color=r._color,r._color=1,n._color=1,e._color=1,o(r),o(n),o(s),l>1)(c=t[l-2]).left===r?c.left=s:c.right=s;return void(t[l-1]=s)}if(1===n._color){if(0===r._color)return r._color=1,void(r.right=a(0,n));r.right=a(0,n);continue}n=i(n),r.right=n.left,n.left=r,n._color=r._color,r._color=0,o(r),o(n),l>1&&((c=t[l-2]).left===r?c.left=n:c.right=n),t[l-1]=n,t[l]=r,l+11)(c=t[l-2]).right===r?c.right=n:c.left=n;return void(t[l-1]=n)}if(n.right&&0===n.right._color){if(s=(n=r.left=i(n)).right=i(n.right),r.left=s.right,n.right=s.left,s.right=r,s.left=n,s._color=r._color,r._color=1,n._color=1,e._color=1,o(r),o(n),o(s),l>1)(c=t[l-2]).right===r?c.right=s:c.left=s;return void(t[l-1]=s)}if(1===n._color){if(0===r._color)return r._color=1,void(r.left=a(0,n));r.left=a(0,n);continue}var c;n=i(n),r.left=n.right,n.right=r,n._color=r._color,r._color=0,o(r),o(n),l>1&&((c=t[l-2]).right===r?c.right=n:c.left=n),t[l-1]=n,t[l]=r,l+10)return this._stack[this._stack.length-1].key},enumerable:!0}),Object.defineProperty(p,"value",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].value},enumerable:!0}),Object.defineProperty(p,"index",{get:function(){var t=0,e=this._stack;if(0===e.length){var r=this.tree.root;return r?r._count:0}e[e.length-1].left&&(t=e[e.length-1].left._count);for(var n=e.length-2;n>=0;--n)e[n+1]===e[n].right&&(++t,e[n].left&&(t+=e[n].left._count));return t},enumerable:!0}),p.next=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.right)for(e=e.right;e;)t.push(e),e=e.left;else for(t.pop();t.length>0&&t[t.length-1].right===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(p,"hasNext",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].right)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].left===t[e])return!0;return!1}}),p.update=function(t){var e=this._stack;if(0===e.length)throw new Error("Can't update empty node!");var r=new Array(e.length),i=e[e.length-1];r[r.length-1]=new n(i._color,i.key,t,i.left,i.right,i._count);for(var a=e.length-2;a>=0;--a)(i=e[a]).left===e[a+1]?r[a]=new n(i._color,i.key,i.value,r[a+1],i.right,i._count):r[a]=new n(i._color,i.key,i.value,i.left,r[a+1],i._count);return new s(this.tree._compare,r[0])},p.prev=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.left)for(e=e.left;e;)t.push(e),e=e.right;else for(t.pop();t.length>0&&t[t.length-1].left===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(p,"hasPrev",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].left)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].right===t[e])return!0;return!1}})},{}],70:[function(t,e,r){"use strict";e.exports=function(t,e){var r=new u(t);return r.update(e),r};var n=t("./lib/text.js"),i=t("./lib/lines.js"),a=t("./lib/background.js"),o=t("./lib/cube.js"),s=t("./lib/ticks.js"),l=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]);function c(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function u(t){this.gl=t,this.pixelRatio=1,this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.autoTicks=!0,this.tickSpacing=[1,1,1],this.tickEnable=[!0,!0,!0],this.tickFont=["sans-serif","sans-serif","sans-serif"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickAlign=["auto","auto","auto"],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[10,10,10],this.lastCubeProps={cubeEdges:[0,0,0],axis:[0,0,0]},this.labels=["x","y","z"],this.labelEnable=[!0,!0,!0],this.labelFont="sans-serif",this.labelSize=[20,20,20],this.labelAngle=[0,0,0],this.labelAlign=["auto","auto","auto"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[10,10,10],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[0,0,0],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!1,!1,!1],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._firstInit=!0,this._text=null,this._lines=null,this._background=a(t)}var f=u.prototype;function h(){this.primalOffset=[0,0,0],this.primalMinor=[0,0,0],this.mirrorOffset=[0,0,0],this.mirrorMinor=[0,0,0]}f.update=function(t){function e(e,r,n){if(n in t){var i,a=t[n],o=this[n];(e?Array.isArray(a)&&Array.isArray(a[0]):Array.isArray(a))?this[n]=i=[r(a[0]),r(a[1]),r(a[2])]:this[n]=i=[r(a),r(a),r(a)];for(var s=0;s<3;++s)if(i[s]!==o[s])return!0}return!1}t=t||{};var r,a=e.bind(this,!1,Number),o=e.bind(this,!1,Boolean),l=e.bind(this,!1,String),c=e.bind(this,!0,(function(t){if(Array.isArray(t)){if(3===t.length)return[+t[0],+t[1],+t[2],1];if(4===t.length)return[+t[0],+t[1],+t[2],+t[3]]}return[0,0,0,1]})),u=!1,f=!1;if("bounds"in t)for(var h=t.bounds,p=0;p<2;++p)for(var d=0;d<3;++d)h[p][d]!==this.bounds[p][d]&&(f=!0),this.bounds[p][d]=h[p][d];if("ticks"in t){r=t.ticks,u=!0,this.autoTicks=!1;for(p=0;p<3;++p)this.tickSpacing[p]=0}else a("tickSpacing")&&(this.autoTicks=!0,f=!0);if(this._firstInit&&("ticks"in t||"tickSpacing"in t||(this.autoTicks=!0),f=!0,u=!0,this._firstInit=!1),f&&this.autoTicks&&(r=s.create(this.bounds,this.tickSpacing),u=!0),u){for(p=0;p<3;++p)r[p].sort((function(t,e){return t.x-e.x}));s.equal(r,this.ticks)?u=!1:this.ticks=r}o("tickEnable"),l("tickFont")&&(u=!0),a("tickSize"),a("tickAngle"),a("tickPad"),c("tickColor");var m=l("labels");l("labelFont")&&(m=!0),o("labelEnable"),a("labelSize"),a("labelPad"),c("labelColor"),o("lineEnable"),o("lineMirror"),a("lineWidth"),c("lineColor"),o("lineTickEnable"),o("lineTickMirror"),a("lineTickLength"),a("lineTickWidth"),c("lineTickColor"),o("gridEnable"),a("gridWidth"),c("gridColor"),o("zeroEnable"),c("zeroLineColor"),a("zeroLineWidth"),o("backgroundEnable"),c("backgroundColor"),this._text?this._text&&(m||u)&&this._text.update(this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont):this._text=n(this.gl,this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont),this._lines&&u&&(this._lines.dispose(),this._lines=null),this._lines||(this._lines=i(this.gl,this.bounds,this.ticks))};var p=[new h,new h,new h];function d(t,e,r,n,i){for(var a=t.primalOffset,o=t.primalMinor,s=t.mirrorOffset,l=t.mirrorMinor,c=n[e],u=0;u<3;++u)if(e!==u){var f=a,h=s,p=o,d=l;c&1<0?(p[u]=-1,d[u]=0):(p[u]=0,d[u]=1)}}var m=[0,0,0],g={model:l,view:l,projection:l,_ortho:!1};f.isOpaque=function(){return!0},f.isTransparent=function(){return!1},f.drawTransparent=function(t){};var v=[0,0,0],y=[0,0,0],x=[0,0,0];f.draw=function(t){t=t||g;for(var e=this.gl,r=t.model||l,n=t.view||l,i=t.projection||l,a=this.bounds,s=t._ortho||!1,u=o(r,n,i,a,s),f=u.cubeEdges,h=u.axis,b=n[12],_=n[13],w=n[14],T=n[15],k=(s?2:1)*this.pixelRatio*(i[3]*b+i[7]*_+i[11]*w+i[15]*T)/e.drawingBufferHeight,A=0;A<3;++A)this.lastCubeProps.cubeEdges[A]=f[A],this.lastCubeProps.axis[A]=h[A];var M=p;for(A=0;A<3;++A)d(p[A],A,this.bounds,f,h);e=this.gl;var S,E=m;for(A=0;A<3;++A)this.backgroundEnable[A]?E[A]=h[A]:E[A]=0;this._background.draw(r,n,i,a,E,this.backgroundColor),this._lines.bind(r,n,i,this);for(A=0;A<3;++A){var L=[0,0,0];h[A]>0?L[A]=a[1][A]:L[A]=a[0][A];for(var C=0;C<2;++C){var P=(A+1+C)%3,I=(A+1+(1^C))%3;this.gridEnable[P]&&this._lines.drawGrid(P,I,this.bounds,L,this.gridColor[P],this.gridWidth[P]*this.pixelRatio)}for(C=0;C<2;++C){P=(A+1+C)%3,I=(A+1+(1^C))%3;this.zeroEnable[I]&&Math.min(a[0][I],a[1][I])<=0&&Math.max(a[0][I],a[1][I])>=0&&this._lines.drawZero(P,I,this.bounds,L,this.zeroLineColor[I],this.zeroLineWidth[I]*this.pixelRatio)}}for(A=0;A<3;++A){this.lineEnable[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].primalOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio),this.lineMirror[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].mirrorOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio);var O=c(v,M[A].primalMinor),z=c(y,M[A].mirrorMinor),D=this.lineTickLength;for(C=0;C<3;++C){var R=k/r[5*C];O[C]*=D[C]*R,z[C]*=D[C]*R}this.lineTickEnable[A]&&this._lines.drawAxisTicks(A,M[A].primalOffset,O,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio),this.lineTickMirror[A]&&this._lines.drawAxisTicks(A,M[A].mirrorOffset,z,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio)}this._lines.unbind(),this._text.bind(r,n,i,this.pixelRatio);var F,B;function N(t){(B=[0,0,0])[t]=1}function j(t,e,r){var n=(t+1)%3,i=(t+2)%3,a=e[n],o=e[i],s=r[n],l=r[i];a>0&&l>0||a>0&&l<0||a<0&&l>0||a<0&&l<0?N(n):(o>0&&s>0||o>0&&s<0||o<0&&s>0||o<0&&s<0)&&N(i)}for(A=0;A<3;++A){var U=M[A].primalMinor,V=M[A].mirrorMinor,H=c(x,M[A].primalOffset);for(C=0;C<3;++C)this.lineTickEnable[A]&&(H[C]+=k*U[C]*Math.max(this.lineTickLength[C],0)/r[5*C]);var q=[0,0,0];if(q[A]=1,this.tickEnable[A]){-3600===this.tickAngle[A]?(this.tickAngle[A]=0,this.tickAlign[A]="auto"):this.tickAlign[A]=-1,F=1,"auto"===(S=[this.tickAlign[A],.5,F])[0]?S[0]=0:S[0]=parseInt(""+S[0]),B=[0,0,0],j(A,U,V);for(C=0;C<3;++C)H[C]+=k*U[C]*this.tickPad[C]/r[5*C];this._text.drawTicks(A,this.tickSize[A],this.tickAngle[A],H,this.tickColor[A],q,B,S)}if(this.labelEnable[A]){F=0,B=[0,0,0],this.labels[A].length>4&&(N(A),F=1),"auto"===(S=[this.labelAlign[A],.5,F])[0]?S[0]=0:S[0]=parseInt(""+S[0]);for(C=0;C<3;++C)H[C]+=k*U[C]*this.labelPad[C]/r[5*C];H[A]+=.5*(a[0][A]+a[1][A]),this._text.drawLabel(A,this.labelSize[A],this.labelAngle[A],H,this.labelColor[A],[0,0,0],B,S)}}this._text.unbind()},f.dispose=function(){this._text.dispose(),this._lines.dispose(),this._background.dispose(),this._lines=null,this._text=null,this._background=null,this.gl=null}},{"./lib/background.js":71,"./lib/cube.js":72,"./lib/lines.js":73,"./lib/text.js":75,"./lib/ticks.js":76}],71:[function(t,e,r){"use strict";e.exports=function(t){for(var e=[],r=[],s=0,l=0;l<3;++l)for(var c=(l+1)%3,u=(l+2)%3,f=[0,0,0],h=[0,0,0],p=-1;p<=1;p+=2){r.push(s,s+2,s+1,s+1,s+2,s+3),f[l]=p,h[l]=p;for(var d=-1;d<=1;d+=2){f[c]=d;for(var m=-1;m<=1;m+=2)f[u]=m,e.push(f[0],f[1],f[2],h[0],h[1],h[2]),s+=1}var g=c;c=u,u=g}var v=n(t,new Float32Array(e)),y=n(t,new Uint16Array(r),t.ELEMENT_ARRAY_BUFFER),x=i(t,[{buffer:v,type:t.FLOAT,size:3,offset:0,stride:24},{buffer:v,type:t.FLOAT,size:3,offset:12,stride:24}],y),b=a(t);return b.attributes.position.location=0,b.attributes.normal.location=1,new o(t,v,x,b)};var n=t("gl-buffer"),i=t("gl-vao"),a=t("./shaders").bg;function o(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n}var s=o.prototype;s.draw=function(t,e,r,n,i,a){for(var o=!1,s=0;s<3;++s)o=o||i[s];if(o){var l=this.gl;l.enable(l.POLYGON_OFFSET_FILL),l.polygonOffset(1,2),this.shader.bind(),this.shader.uniforms={model:t,view:e,projection:r,bounds:n,enable:i,colors:a},this.vao.bind(),this.vao.draw(this.gl.TRIANGLES,36),this.vao.unbind(),l.disable(l.POLYGON_OFFSET_FILL)}},s.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{"./shaders":74,"gl-buffer":78,"gl-vao":150}],72:[function(t,e,r){"use strict";e.exports=function(t,e,r,a,p){i(s,e,t),i(s,r,s);for(var y=0,x=0;x<2;++x){u[2]=a[x][2];for(var b=0;b<2;++b){u[1]=a[b][1];for(var _=0;_<2;++_)u[0]=a[_][0],h(l[y],u,s),y+=1}}var w=-1;for(x=0;x<8;++x){for(var T=l[x][3],k=0;k<3;++k)c[x][k]=l[x][k]/T;p&&(c[x][2]*=-1),T<0&&(w<0||c[x][2]E&&(w|=1<E&&(w|=1<c[x][1])&&(R=x);var F=-1;for(x=0;x<3;++x){if((N=R^1<c[B][0]&&(B=N)}var j=m;j[0]=j[1]=j[2]=0,j[n.log2(F^R)]=R&F,j[n.log2(R^B)]=R&B;var U=7^B;U===w||U===D?(U=7^F,j[n.log2(B^U)]=U&B):j[n.log2(F^U)]=U&F;var V=g,H=w;for(A=0;A<3;++A)V[A]=H&1< HALF_PI) && (b <= ONE_AND_HALF_PI)) ?\n b - PI :\n b;\n}\n\nfloat look_horizontal_or_vertical(float a, float ratio) {\n // ratio controls the ratio between being horizontal to (vertical + horizontal)\n // if ratio is set to 0.5 then it is 50%, 50%.\n // when using a higher ratio e.g. 0.75 the result would\n // likely be more horizontal than vertical.\n\n float b = positive_angle(a);\n\n return\n (b < ( ratio) * HALF_PI) ? 0.0 :\n (b < (2.0 - ratio) * HALF_PI) ? -HALF_PI :\n (b < (2.0 + ratio) * HALF_PI) ? 0.0 :\n (b < (4.0 - ratio) * HALF_PI) ? HALF_PI :\n 0.0;\n}\n\nfloat roundTo(float a, float b) {\n return float(b * floor((a + 0.5 * b) / b));\n}\n\nfloat look_round_n_directions(float a, int n) {\n float b = positive_angle(a);\n float div = TWO_PI / float(n);\n float c = roundTo(b, div);\n return look_upwards(c);\n}\n\nfloat applyAlignOption(float rawAngle, float delta) {\n return\n (option > 2) ? look_round_n_directions(rawAngle + delta, option) : // option 3-n: round to n directions\n (option == 2) ? look_horizontal_or_vertical(rawAngle + delta, hv_ratio) : // horizontal or vertical\n (option == 1) ? rawAngle + delta : // use free angle, and flip to align with one direction of the axis\n (option == 0) ? look_upwards(rawAngle) : // use free angle, and stay upwards\n (option ==-1) ? 0.0 : // useful for backward compatibility, all texts remains horizontal\n rawAngle; // otherwise return back raw input angle\n}\n\nbool isAxisTitle = (axis.x == 0.0) &&\n (axis.y == 0.0) &&\n (axis.z == 0.0);\n\nvoid main() {\n //Compute world offset\n float axisDistance = position.z;\n vec3 dataPosition = axisDistance * axis + offset;\n\n float beta = angle; // i.e. user defined attributes for each tick\n\n float axisAngle;\n float clipAngle;\n float flip;\n\n if (enableAlign) {\n axisAngle = (isAxisTitle) ? HALF_PI :\n computeViewAngle(dataPosition, dataPosition + axis);\n clipAngle = computeViewAngle(dataPosition, dataPosition + alignDir);\n\n axisAngle += (sin(axisAngle) < 0.0) ? PI : 0.0;\n clipAngle += (sin(clipAngle) < 0.0) ? PI : 0.0;\n\n flip = (dot(vec2(cos(axisAngle), sin(axisAngle)),\n vec2(sin(clipAngle),-cos(clipAngle))) > 0.0) ? 1.0 : 0.0;\n\n beta += applyAlignOption(clipAngle, flip * PI);\n }\n\n //Compute plane offset\n vec2 planeCoord = position.xy * pixelScale;\n\n mat2 planeXform = scale * mat2(\n cos(beta), sin(beta),\n -sin(beta), cos(beta)\n );\n\n vec2 viewOffset = 2.0 * planeXform * planeCoord / resolution;\n\n //Compute clip position\n vec3 clipPosition = project(dataPosition);\n\n //Apply text offset in clip coordinates\n clipPosition += vec3(viewOffset, 0.0);\n\n //Done\n gl_Position = vec4(clipPosition, 1.0);\n}"]),l=n(["precision highp float;\n#define GLSLIFY 1\n\nuniform vec4 color;\nvoid main() {\n gl_FragColor = color;\n}"]);r.text=function(t){return i(t,s,l,null,[{name:"position",type:"vec3"}])};var c=n(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec3 position;\nattribute vec3 normal;\n\nuniform mat4 model, view, projection;\nuniform vec3 enable;\nuniform vec3 bounds[2];\n\nvarying vec3 colorChannel;\n\nvoid main() {\n\n vec3 signAxis = sign(bounds[1] - bounds[0]);\n\n vec3 realNormal = signAxis * normal;\n\n if(dot(realNormal, enable) > 0.0) {\n vec3 minRange = min(bounds[0], bounds[1]);\n vec3 maxRange = max(bounds[0], bounds[1]);\n vec3 nPosition = mix(minRange, maxRange, 0.5 * (position + 1.0));\n gl_Position = projection * view * model * vec4(nPosition, 1.0);\n } else {\n gl_Position = vec4(0,0,0,0);\n }\n\n colorChannel = abs(realNormal);\n}"]),u=n(["precision highp float;\n#define GLSLIFY 1\n\nuniform vec4 colors[3];\n\nvarying vec3 colorChannel;\n\nvoid main() {\n gl_FragColor = colorChannel.x * colors[0] +\n colorChannel.y * colors[1] +\n colorChannel.z * colors[2];\n}"]);r.bg=function(t){return i(t,c,u,null,[{name:"position",type:"vec3"},{name:"normal",type:"vec3"}])}},{"gl-shader":132,glslify:231}],75:[function(t,e,r){(function(r){(function(){"use strict";e.exports=function(t,e,r,a,s,l){var u=n(t),f=i(t,[{buffer:u,size:3}]),h=o(t);h.attributes.position.location=0;var p=new c(t,h,u,f);return p.update(e,r,a,s,l),p};var n=t("gl-buffer"),i=t("gl-vao"),a=t("vectorize-text"),o=t("./shaders").text,s=window||r.global||{},l=s.__TEXT_CACHE||{};s.__TEXT_CACHE={};function c(t,e,r,n){this.gl=t,this.shader=e,this.buffer=r,this.vao=n,this.tickOffset=this.tickCount=this.labelOffset=this.labelCount=null}var u=c.prototype,f=[0,0];u.bind=function(t,e,r,n){this.vao.bind(),this.shader.bind();var i=this.shader.uniforms;i.model=t,i.view=e,i.projection=r,i.pixelScale=n,f[0]=this.gl.drawingBufferWidth,f[1]=this.gl.drawingBufferHeight,this.shader.uniforms.resolution=f},u.unbind=function(){this.vao.unbind()},u.update=function(t,e,r,n,i){var o=[];function s(t,e,r,n,i,s){var c=l[r];c||(c=l[r]={});var u=c[e];u||(u=c[e]=function(t,e){try{return a(t,e)}catch(e){return console.warn('error vectorizing text:"'+t+'" error:',e),{cells:[],positions:[]}}}(e,{triangles:!0,font:r,textAlign:"center",textBaseline:"middle",lineSpacing:i,styletags:s}));for(var f=(n||12)/12,h=u.positions,p=u.cells,d=0,m=p.length;d=0;--v){var y=h[g[v]];o.push(f*y[0],-f*y[1],t)}}for(var c=[0,0,0],u=[0,0,0],f=[0,0,0],h=[0,0,0],p={breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},d=0;d<3;++d){f[d]=o.length/3|0,s(.5*(t[0][d]+t[1][d]),e[d],r[d],12,1.25,p),h[d]=(o.length/3|0)-f[d],c[d]=o.length/3|0;for(var m=0;m=0&&(i=r.length-n-1);var a=Math.pow(10,i),o=Math.round(t*e*a),s=o+"";if(s.indexOf("e")>=0)return s;var l=o/a,c=o%a;o<0?(l=0|-Math.ceil(l),c=0|-c):(l=0|Math.floor(l),c|=0);var u=""+l;if(o<0&&(u="-"+u),i){for(var f=""+c;f.length=t[0][i];--o)a.push({x:o*e[i],text:n(e[i],o)});r.push(a)}return r},r.equal=function(t,e){for(var r=0;r<3;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;nr)throw new Error("gl-buffer: If resizing buffer, must not specify offset");return t.bufferSubData(e,a,i),r}function u(t,e){for(var r=n.malloc(t.length,e),i=t.length,a=0;a=0;--n){if(e[n]!==r)return!1;r*=t[n]}return!0}(t.shape,t.stride))0===t.offset&&t.data.length===t.shape[0]?this.length=c(this.gl,this.type,this.length,this.usage,t.data,e):this.length=c(this.gl,this.type,this.length,this.usage,t.data.subarray(t.offset,t.shape[0]),e);else{var s=n.malloc(t.size,r),l=a(s,t.shape);i.assign(l,t),this.length=c(this.gl,this.type,this.length,this.usage,e<0?s:s.subarray(0,t.size),e),n.free(s)}}else if(Array.isArray(t)){var f;f=this.type===this.gl.ELEMENT_ARRAY_BUFFER?u(t,"uint16"):u(t,"float32"),this.length=c(this.gl,this.type,this.length,this.usage,e<0?f:f.subarray(0,t.length),e),n.free(f)}else if("object"==typeof t&&"number"==typeof t.length)this.length=c(this.gl,this.type,this.length,this.usage,t,e);else{if("number"!=typeof t&&void 0!==t)throw new Error("gl-buffer: Invalid data type");if(e>=0)throw new Error("gl-buffer: Cannot specify offset when resizing buffer");(t|=0)<=0&&(t=1),this.gl.bufferData(this.type,0|t,this.usage),this.length=t}},e.exports=function(t,e,r,n){if(r=r||t.ARRAY_BUFFER,n=n||t.DYNAMIC_DRAW,r!==t.ARRAY_BUFFER&&r!==t.ELEMENT_ARRAY_BUFFER)throw new Error("gl-buffer: Invalid type for webgl buffer, must be either gl.ARRAY_BUFFER or gl.ELEMENT_ARRAY_BUFFER");if(n!==t.DYNAMIC_DRAW&&n!==t.STATIC_DRAW&&n!==t.STREAM_DRAW)throw new Error("gl-buffer: Invalid usage for buffer, must be either gl.DYNAMIC_DRAW, gl.STATIC_DRAW or gl.STREAM_DRAW");var i=t.createBuffer(),a=new s(t,r,i,0,n);return a.update(e),a}},{ndarray:259,"ndarray-ops":254,"typedarray-pool":308}],79:[function(t,e,r){"use strict";var n=t("gl-vec3");e.exports=function(t,e){var r=t.positions,i=t.vectors,a={positions:[],vertexIntensity:[],vertexIntensityBounds:t.vertexIntensityBounds,vectors:[],cells:[],coneOffset:t.coneOffset,colormap:t.colormap};if(0===t.positions.length)return e&&(e[0]=[0,0,0],e[1]=[0,0,0]),a;for(var o=0,s=1/0,l=-1/0,c=1/0,u=-1/0,f=1/0,h=-1/0,p=null,d=null,m=[],g=1/0,v=!1,y=0;yo&&(o=n.length(b)),y){var _=2*n.distance(p,x)/(n.length(d)+n.length(b));_?(g=Math.min(g,_),v=!1):v=!0}v||(p=x,d=b),m.push(b)}var w=[s,c,f],T=[l,u,h];e&&(e[0]=w,e[1]=T),0===o&&(o=1);var k=1/o;isFinite(g)||(g=1),a.vectorScale=g;var A=t.coneSize||.5;t.absoluteConeSize&&(A=t.absoluteConeSize*k),a.coneScale=A;y=0;for(var M=0;y=1},p.isTransparent=function(){return this.opacity<1},p.pickSlots=1,p.setPickBase=function(t){this.pickId=t},p.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,"lightPosition"in t&&(this.lightPosition=t.lightPosition),"opacity"in t&&(this.opacity=t.opacity),"ambient"in t&&(this.ambientLight=t.ambient),"diffuse"in t&&(this.diffuseLight=t.diffuse),"specular"in t&&(this.specularLight=t.specular),"roughness"in t&&(this.roughness=t.roughness),"fresnel"in t&&(this.fresnel=t.fresnel),void 0!==t.tubeScale&&(this.tubeScale=t.tubeScale),void 0!==t.vectorScale&&(this.vectorScale=t.vectorScale),void 0!==t.coneScale&&(this.coneScale=t.coneScale),void 0!==t.coneOffset&&(this.coneOffset=t.coneOffset),t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t){for(var e=u({colormap:t,nshades:256,format:"rgba"}),r=new Uint8Array(1024),n=0;n<256;++n){for(var i=e[n],a=0;a<3;++a)r[4*n+a]=i[a];r[4*n+3]=255*i[3]}return c(r,[256,256,4],[4,0,1])}(t.colormap)),this.texture.generateMipmap());var r=t.cells,n=t.positions,i=t.vectors;if(n&&r&&i){var a=[],o=[],s=[],l=[],f=[];this.cells=r,this.positions=n,this.vectors=i;var h=t.meshColor||[1,1,1,1],p=t.vertexIntensity,d=1/0,m=-1/0;if(p)if(t.vertexIntensityBounds)d=+t.vertexIntensityBounds[0],m=+t.vertexIntensityBounds[1];else for(var g=0;g0){var m=this.triShader;m.bind(),m.uniforms=c,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},p.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s={model:r,view:n,projection:i,clipBounds:a,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind())},p.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions[r[1]].slice(0,3),i={position:n,dataCoordinate:n,index:Math.floor(r[1]/48)};return"cone"===this.traceType?i.index=Math.floor(r[1]/48):"streamtube"===this.traceType&&(i.intensity=this.intensity[r[1]],i.velocity=this.vectors[r[1]].slice(0,3),i.divergence=this.vectors[r[1]][3],i.index=e),i},p.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.pickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleVectors.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleIds.dispose()},e.exports=function(t,e,r){var n=r.shaders;1===arguments.length&&(t=(e=t).gl);var s=d(t,n),l=m(t,n),u=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));u.generateMipmap(),u.minFilter=t.LINEAR_MIPMAP_LINEAR,u.magFilter=t.LINEAR;var f=i(t),p=i(t),g=i(t),v=i(t),y=i(t),x=a(t,[{buffer:f,type:t.FLOAT,size:4},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:g,type:t.FLOAT,size:4},{buffer:v,type:t.FLOAT,size:2},{buffer:p,type:t.FLOAT,size:4}]),b=new h(t,u,s,l,f,p,y,g,v,x,r.traceType||"cone");return b.update(e),b}},{colormap:53,"gl-buffer":78,"gl-mat4/invert":98,"gl-mat4/multiply":100,"gl-shader":132,"gl-texture2d":146,"gl-vao":150,ndarray:259}],81:[function(t,e,r){var n=t("glslify"),i=n(["precision highp float;\n\nprecision highp float;\n#define GLSLIFY 1\n\nvec3 getOrthogonalVector(vec3 v) {\n // Return up-vector for only-z vector.\n // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\n // From the above if-statement we have ||a|| > 0 U ||b|| > 0.\n // Assign z = 0, x = -b, y = a:\n // a*-b + b*a + c*0 = -ba + ba + 0 = 0\n if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\n return normalize(vec3(-v.y, v.x, 0.0));\n } else {\n return normalize(vec3(0.0, v.z, -v.y));\n }\n}\n\n// Calculate the cone vertex and normal at the given index.\n//\n// The returned vertex is for a cone with its top at origin and height of 1.0,\n// pointing in the direction of the vector attribute.\n//\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\n// These vertices are used to make up the triangles of the cone by the following:\n// segment + 0 top vertex\n// segment + 1 perimeter vertex a+1\n// segment + 2 perimeter vertex a\n// segment + 3 center base vertex\n// segment + 4 perimeter vertex a\n// segment + 5 perimeter vertex a+1\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\n// To go from index to segment, floor(index / 6)\n// To go from segment to angle, 2*pi * (segment/segmentCount)\n// To go from index to segment index, index - (segment*6)\n//\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\n\n const float segmentCount = 8.0;\n\n float index = rawIndex - floor(rawIndex /\n (segmentCount * 6.0)) *\n (segmentCount * 6.0);\n\n float segment = floor(0.001 + index/6.0);\n float segmentIndex = index - (segment*6.0);\n\n normal = -normalize(d);\n\n if (segmentIndex > 2.99 && segmentIndex < 3.01) {\n return mix(vec3(0.0), -d, coneOffset);\n }\n\n float nextAngle = (\n (segmentIndex > 0.99 && segmentIndex < 1.01) ||\n (segmentIndex > 4.99 && segmentIndex < 5.01)\n ) ? 1.0 : 0.0;\n float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\n\n vec3 v1 = mix(d, vec3(0.0), coneOffset);\n vec3 v2 = v1 - d;\n\n vec3 u = getOrthogonalVector(d);\n vec3 v = normalize(cross(u, d));\n\n vec3 x = u * cos(angle) * length(d)*0.25;\n vec3 y = v * sin(angle) * length(d)*0.25;\n vec3 v3 = v2 + x + y;\n if (segmentIndex < 3.0) {\n vec3 tx = u * sin(angle);\n vec3 ty = v * -cos(angle);\n vec3 tangent = tx + ty;\n normal = normalize(cross(v3 - v1, tangent));\n }\n\n if (segmentIndex == 0.0) {\n return mix(d, vec3(0.0), coneOffset);\n }\n return v3;\n}\n\nattribute vec3 vector;\nattribute vec4 color, position;\nattribute vec2 uv;\n\nuniform float vectorScale, coneScale, coneOffset;\nuniform mat4 model, view, projection, inverseModel;\nuniform vec3 eyePosition, lightPosition;\n\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\nvarying vec4 f_color;\nvarying vec2 f_uv;\n\nvoid main() {\n // Scale the vector magnitude to stay constant with\n // model & view changes.\n vec3 normal;\n vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector), position.w, coneOffset, normal);\n vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\n\n //Lighting geometry parameters\n vec4 cameraCoordinate = view * conePosition;\n cameraCoordinate.xyz /= cameraCoordinate.w;\n f_lightDirection = lightPosition - cameraCoordinate.xyz;\n f_eyeDirection = eyePosition - cameraCoordinate.xyz;\n f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\n\n // vec4 m_position = model * vec4(conePosition, 1.0);\n vec4 t_position = view * conePosition;\n gl_Position = projection * t_position;\n\n f_color = color;\n f_data = conePosition.xyz;\n f_position = position.xyz;\n f_uv = uv;\n}\n"]),a=n(["#extension GL_OES_standard_derivatives : enable\n\nprecision highp float;\n#define GLSLIFY 1\n\nfloat beckmannDistribution(float x, float roughness) {\n float NdotH = max(x, 0.0001);\n float cos2Alpha = NdotH * NdotH;\n float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\n float roughness2 = roughness * roughness;\n float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\n return exp(tan2Alpha / roughness2) / denom;\n}\n\nfloat cookTorranceSpecular(\n vec3 lightDirection,\n vec3 viewDirection,\n vec3 surfaceNormal,\n float roughness,\n float fresnel) {\n\n float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\n float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\n\n //Half angle vector\n vec3 H = normalize(lightDirection + viewDirection);\n\n //Geometric term\n float NdotH = max(dot(surfaceNormal, H), 0.0);\n float VdotH = max(dot(viewDirection, H), 0.000001);\n float LdotH = max(dot(lightDirection, H), 0.000001);\n float G1 = (2.0 * NdotH * VdotN) / VdotH;\n float G2 = (2.0 * NdotH * LdotN) / LdotH;\n float G = min(1.0, min(G1, G2));\n \n //Distribution term\n float D = beckmannDistribution(NdotH, roughness);\n\n //Fresnel term\n float F = pow(1.0 - VdotN, fresnel);\n\n //Multiply terms and done\n return G * F * D / max(3.14159265 * VdotN, 0.000001);\n}\n\nbool outOfRange(float a, float b, float p) {\n return ((p > max(a, b)) || \n (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y) ||\n outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 clipBounds[2];\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\nuniform sampler2D texture;\n\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\nvarying vec4 f_color;\nvarying vec2 f_uv;\n\nvoid main() {\n if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\n vec3 N = normalize(f_normal);\n vec3 L = normalize(f_lightDirection);\n vec3 V = normalize(f_eyeDirection);\n\n if(gl_FrontFacing) {\n N = -N;\n }\n\n float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\n float diffuse = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\n\n vec4 surfaceColor = f_color * texture2D(texture, f_uv);\n vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular, 1.0);\n\n gl_FragColor = litColor * opacity;\n}\n"]),o=n(["precision highp float;\n\nprecision highp float;\n#define GLSLIFY 1\n\nvec3 getOrthogonalVector(vec3 v) {\n // Return up-vector for only-z vector.\n // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\n // From the above if-statement we have ||a|| > 0 U ||b|| > 0.\n // Assign z = 0, x = -b, y = a:\n // a*-b + b*a + c*0 = -ba + ba + 0 = 0\n if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\n return normalize(vec3(-v.y, v.x, 0.0));\n } else {\n return normalize(vec3(0.0, v.z, -v.y));\n }\n}\n\n// Calculate the cone vertex and normal at the given index.\n//\n// The returned vertex is for a cone with its top at origin and height of 1.0,\n// pointing in the direction of the vector attribute.\n//\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\n// These vertices are used to make up the triangles of the cone by the following:\n// segment + 0 top vertex\n// segment + 1 perimeter vertex a+1\n// segment + 2 perimeter vertex a\n// segment + 3 center base vertex\n// segment + 4 perimeter vertex a\n// segment + 5 perimeter vertex a+1\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\n// To go from index to segment, floor(index / 6)\n// To go from segment to angle, 2*pi * (segment/segmentCount)\n// To go from index to segment index, index - (segment*6)\n//\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\n\n const float segmentCount = 8.0;\n\n float index = rawIndex - floor(rawIndex /\n (segmentCount * 6.0)) *\n (segmentCount * 6.0);\n\n float segment = floor(0.001 + index/6.0);\n float segmentIndex = index - (segment*6.0);\n\n normal = -normalize(d);\n\n if (segmentIndex > 2.99 && segmentIndex < 3.01) {\n return mix(vec3(0.0), -d, coneOffset);\n }\n\n float nextAngle = (\n (segmentIndex > 0.99 && segmentIndex < 1.01) ||\n (segmentIndex > 4.99 && segmentIndex < 5.01)\n ) ? 1.0 : 0.0;\n float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\n\n vec3 v1 = mix(d, vec3(0.0), coneOffset);\n vec3 v2 = v1 - d;\n\n vec3 u = getOrthogonalVector(d);\n vec3 v = normalize(cross(u, d));\n\n vec3 x = u * cos(angle) * length(d)*0.25;\n vec3 y = v * sin(angle) * length(d)*0.25;\n vec3 v3 = v2 + x + y;\n if (segmentIndex < 3.0) {\n vec3 tx = u * sin(angle);\n vec3 ty = v * -cos(angle);\n vec3 tangent = tx + ty;\n normal = normalize(cross(v3 - v1, tangent));\n }\n\n if (segmentIndex == 0.0) {\n return mix(d, vec3(0.0), coneOffset);\n }\n return v3;\n}\n\nattribute vec4 vector;\nattribute vec4 position;\nattribute vec4 id;\n\nuniform mat4 model, view, projection;\nuniform float vectorScale, coneScale, coneOffset;\n\nvarying vec3 f_position;\nvarying vec4 f_id;\n\nvoid main() {\n vec3 normal;\n vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector.xyz), position.w, coneOffset, normal);\n vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\n gl_Position = projection * view * conePosition;\n f_id = id;\n f_position = position.xyz;\n}\n"]),s=n(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n return ((p > max(a, b)) || \n (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y) ||\n outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 clipBounds[2];\nuniform float pickId;\n\nvarying vec3 f_position;\nvarying vec4 f_id;\n\nvoid main() {\n if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\n\n gl_FragColor = vec4(pickId, f_id.xyz);\n}"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:"position",type:"vec4"},{name:"color",type:"vec4"},{name:"uv",type:"vec2"},{name:"vector",type:"vec3"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:"position",type:"vec4"},{name:"id",type:"vec4"},{name:"vector",type:"vec3"}]}},{glslify:231}],82:[function(t,e,r){e.exports={0:"NONE",1:"ONE",2:"LINE_LOOP",3:"LINE_STRIP",4:"TRIANGLES",5:"TRIANGLE_STRIP",6:"TRIANGLE_FAN",256:"DEPTH_BUFFER_BIT",512:"NEVER",513:"LESS",514:"EQUAL",515:"LEQUAL",516:"GREATER",517:"NOTEQUAL",518:"GEQUAL",519:"ALWAYS",768:"SRC_COLOR",769:"ONE_MINUS_SRC_COLOR",770:"SRC_ALPHA",771:"ONE_MINUS_SRC_ALPHA",772:"DST_ALPHA",773:"ONE_MINUS_DST_ALPHA",774:"DST_COLOR",775:"ONE_MINUS_DST_COLOR",776:"SRC_ALPHA_SATURATE",1024:"STENCIL_BUFFER_BIT",1028:"FRONT",1029:"BACK",1032:"FRONT_AND_BACK",1280:"INVALID_ENUM",1281:"INVALID_VALUE",1282:"INVALID_OPERATION",1285:"OUT_OF_MEMORY",1286:"INVALID_FRAMEBUFFER_OPERATION",2304:"CW",2305:"CCW",2849:"LINE_WIDTH",2884:"CULL_FACE",2885:"CULL_FACE_MODE",2886:"FRONT_FACE",2928:"DEPTH_RANGE",2929:"DEPTH_TEST",2930:"DEPTH_WRITEMASK",2931:"DEPTH_CLEAR_VALUE",2932:"DEPTH_FUNC",2960:"STENCIL_TEST",2961:"STENCIL_CLEAR_VALUE",2962:"STENCIL_FUNC",2963:"STENCIL_VALUE_MASK",2964:"STENCIL_FAIL",2965:"STENCIL_PASS_DEPTH_FAIL",2966:"STENCIL_PASS_DEPTH_PASS",2967:"STENCIL_REF",2968:"STENCIL_WRITEMASK",2978:"VIEWPORT",3024:"DITHER",3042:"BLEND",3088:"SCISSOR_BOX",3089:"SCISSOR_TEST",3106:"COLOR_CLEAR_VALUE",3107:"COLOR_WRITEMASK",3317:"UNPACK_ALIGNMENT",3333:"PACK_ALIGNMENT",3379:"MAX_TEXTURE_SIZE",3386:"MAX_VIEWPORT_DIMS",3408:"SUBPIXEL_BITS",3410:"RED_BITS",3411:"GREEN_BITS",3412:"BLUE_BITS",3413:"ALPHA_BITS",3414:"DEPTH_BITS",3415:"STENCIL_BITS",3553:"TEXTURE_2D",4352:"DONT_CARE",4353:"FASTEST",4354:"NICEST",5120:"BYTE",5121:"UNSIGNED_BYTE",5122:"SHORT",5123:"UNSIGNED_SHORT",5124:"INT",5125:"UNSIGNED_INT",5126:"FLOAT",5386:"INVERT",5890:"TEXTURE",6401:"STENCIL_INDEX",6402:"DEPTH_COMPONENT",6406:"ALPHA",6407:"RGB",6408:"RGBA",6409:"LUMINANCE",6410:"LUMINANCE_ALPHA",7680:"KEEP",7681:"REPLACE",7682:"INCR",7683:"DECR",7936:"VENDOR",7937:"RENDERER",7938:"VERSION",9728:"NEAREST",9729:"LINEAR",9984:"NEAREST_MIPMAP_NEAREST",9985:"LINEAR_MIPMAP_NEAREST",9986:"NEAREST_MIPMAP_LINEAR",9987:"LINEAR_MIPMAP_LINEAR",10240:"TEXTURE_MAG_FILTER",10241:"TEXTURE_MIN_FILTER",10242:"TEXTURE_WRAP_S",10243:"TEXTURE_WRAP_T",10497:"REPEAT",10752:"POLYGON_OFFSET_UNITS",16384:"COLOR_BUFFER_BIT",32769:"CONSTANT_COLOR",32770:"ONE_MINUS_CONSTANT_COLOR",32771:"CONSTANT_ALPHA",32772:"ONE_MINUS_CONSTANT_ALPHA",32773:"BLEND_COLOR",32774:"FUNC_ADD",32777:"BLEND_EQUATION_RGB",32778:"FUNC_SUBTRACT",32779:"FUNC_REVERSE_SUBTRACT",32819:"UNSIGNED_SHORT_4_4_4_4",32820:"UNSIGNED_SHORT_5_5_5_1",32823:"POLYGON_OFFSET_FILL",32824:"POLYGON_OFFSET_FACTOR",32854:"RGBA4",32855:"RGB5_A1",32873:"TEXTURE_BINDING_2D",32926:"SAMPLE_ALPHA_TO_COVERAGE",32928:"SAMPLE_COVERAGE",32936:"SAMPLE_BUFFERS",32937:"SAMPLES",32938:"SAMPLE_COVERAGE_VALUE",32939:"SAMPLE_COVERAGE_INVERT",32968:"BLEND_DST_RGB",32969:"BLEND_SRC_RGB",32970:"BLEND_DST_ALPHA",32971:"BLEND_SRC_ALPHA",33071:"CLAMP_TO_EDGE",33170:"GENERATE_MIPMAP_HINT",33189:"DEPTH_COMPONENT16",33306:"DEPTH_STENCIL_ATTACHMENT",33635:"UNSIGNED_SHORT_5_6_5",33648:"MIRRORED_REPEAT",33901:"ALIASED_POINT_SIZE_RANGE",33902:"ALIASED_LINE_WIDTH_RANGE",33984:"TEXTURE0",33985:"TEXTURE1",33986:"TEXTURE2",33987:"TEXTURE3",33988:"TEXTURE4",33989:"TEXTURE5",33990:"TEXTURE6",33991:"TEXTURE7",33992:"TEXTURE8",33993:"TEXTURE9",33994:"TEXTURE10",33995:"TEXTURE11",33996:"TEXTURE12",33997:"TEXTURE13",33998:"TEXTURE14",33999:"TEXTURE15",34e3:"TEXTURE16",34001:"TEXTURE17",34002:"TEXTURE18",34003:"TEXTURE19",34004:"TEXTURE20",34005:"TEXTURE21",34006:"TEXTURE22",34007:"TEXTURE23",34008:"TEXTURE24",34009:"TEXTURE25",34010:"TEXTURE26",34011:"TEXTURE27",34012:"TEXTURE28",34013:"TEXTURE29",34014:"TEXTURE30",34015:"TEXTURE31",34016:"ACTIVE_TEXTURE",34024:"MAX_RENDERBUFFER_SIZE",34041:"DEPTH_STENCIL",34055:"INCR_WRAP",34056:"DECR_WRAP",34067:"TEXTURE_CUBE_MAP",34068:"TEXTURE_BINDING_CUBE_MAP",34069:"TEXTURE_CUBE_MAP_POSITIVE_X",34070:"TEXTURE_CUBE_MAP_NEGATIVE_X",34071:"TEXTURE_CUBE_MAP_POSITIVE_Y",34072:"TEXTURE_CUBE_MAP_NEGATIVE_Y",34073:"TEXTURE_CUBE_MAP_POSITIVE_Z",34074:"TEXTURE_CUBE_MAP_NEGATIVE_Z",34076:"MAX_CUBE_MAP_TEXTURE_SIZE",34338:"VERTEX_ATTRIB_ARRAY_ENABLED",34339:"VERTEX_ATTRIB_ARRAY_SIZE",34340:"VERTEX_ATTRIB_ARRAY_STRIDE",34341:"VERTEX_ATTRIB_ARRAY_TYPE",34342:"CURRENT_VERTEX_ATTRIB",34373:"VERTEX_ATTRIB_ARRAY_POINTER",34466:"NUM_COMPRESSED_TEXTURE_FORMATS",34467:"COMPRESSED_TEXTURE_FORMATS",34660:"BUFFER_SIZE",34661:"BUFFER_USAGE",34816:"STENCIL_BACK_FUNC",34817:"STENCIL_BACK_FAIL",34818:"STENCIL_BACK_PASS_DEPTH_FAIL",34819:"STENCIL_BACK_PASS_DEPTH_PASS",34877:"BLEND_EQUATION_ALPHA",34921:"MAX_VERTEX_ATTRIBS",34922:"VERTEX_ATTRIB_ARRAY_NORMALIZED",34930:"MAX_TEXTURE_IMAGE_UNITS",34962:"ARRAY_BUFFER",34963:"ELEMENT_ARRAY_BUFFER",34964:"ARRAY_BUFFER_BINDING",34965:"ELEMENT_ARRAY_BUFFER_BINDING",34975:"VERTEX_ATTRIB_ARRAY_BUFFER_BINDING",35040:"STREAM_DRAW",35044:"STATIC_DRAW",35048:"DYNAMIC_DRAW",35632:"FRAGMENT_SHADER",35633:"VERTEX_SHADER",35660:"MAX_VERTEX_TEXTURE_IMAGE_UNITS",35661:"MAX_COMBINED_TEXTURE_IMAGE_UNITS",35663:"SHADER_TYPE",35664:"FLOAT_VEC2",35665:"FLOAT_VEC3",35666:"FLOAT_VEC4",35667:"INT_VEC2",35668:"INT_VEC3",35669:"INT_VEC4",35670:"BOOL",35671:"BOOL_VEC2",35672:"BOOL_VEC3",35673:"BOOL_VEC4",35674:"FLOAT_MAT2",35675:"FLOAT_MAT3",35676:"FLOAT_MAT4",35678:"SAMPLER_2D",35680:"SAMPLER_CUBE",35712:"DELETE_STATUS",35713:"COMPILE_STATUS",35714:"LINK_STATUS",35715:"VALIDATE_STATUS",35716:"INFO_LOG_LENGTH",35717:"ATTACHED_SHADERS",35718:"ACTIVE_UNIFORMS",35719:"ACTIVE_UNIFORM_MAX_LENGTH",35720:"SHADER_SOURCE_LENGTH",35721:"ACTIVE_ATTRIBUTES",35722:"ACTIVE_ATTRIBUTE_MAX_LENGTH",35724:"SHADING_LANGUAGE_VERSION",35725:"CURRENT_PROGRAM",36003:"STENCIL_BACK_REF",36004:"STENCIL_BACK_VALUE_MASK",36005:"STENCIL_BACK_WRITEMASK",36006:"FRAMEBUFFER_BINDING",36007:"RENDERBUFFER_BINDING",36048:"FRAMEBUFFER_ATTACHMENT_OBJECT_TYPE",36049:"FRAMEBUFFER_ATTACHMENT_OBJECT_NAME",36050:"FRAMEBUFFER_ATTACHMENT_TEXTURE_LEVEL",36051:"FRAMEBUFFER_ATTACHMENT_TEXTURE_CUBE_MAP_FACE",36053:"FRAMEBUFFER_COMPLETE",36054:"FRAMEBUFFER_INCOMPLETE_ATTACHMENT",36055:"FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT",36057:"FRAMEBUFFER_INCOMPLETE_DIMENSIONS",36061:"FRAMEBUFFER_UNSUPPORTED",36064:"COLOR_ATTACHMENT0",36096:"DEPTH_ATTACHMENT",36128:"STENCIL_ATTACHMENT",36160:"FRAMEBUFFER",36161:"RENDERBUFFER",36162:"RENDERBUFFER_WIDTH",36163:"RENDERBUFFER_HEIGHT",36164:"RENDERBUFFER_INTERNAL_FORMAT",36168:"STENCIL_INDEX8",36176:"RENDERBUFFER_RED_SIZE",36177:"RENDERBUFFER_GREEN_SIZE",36178:"RENDERBUFFER_BLUE_SIZE",36179:"RENDERBUFFER_ALPHA_SIZE",36180:"RENDERBUFFER_DEPTH_SIZE",36181:"RENDERBUFFER_STENCIL_SIZE",36194:"RGB565",36336:"LOW_FLOAT",36337:"MEDIUM_FLOAT",36338:"HIGH_FLOAT",36339:"LOW_INT",36340:"MEDIUM_INT",36341:"HIGH_INT",36346:"SHADER_COMPILER",36347:"MAX_VERTEX_UNIFORM_VECTORS",36348:"MAX_VARYING_VECTORS",36349:"MAX_FRAGMENT_UNIFORM_VECTORS",37440:"UNPACK_FLIP_Y_WEBGL",37441:"UNPACK_PREMULTIPLY_ALPHA_WEBGL",37442:"CONTEXT_LOST_WEBGL",37443:"UNPACK_COLORSPACE_CONVERSION_WEBGL",37444:"BROWSER_DEFAULT_WEBGL"}},{}],83:[function(t,e,r){var n=t("./1.0/numbers");e.exports=function(t){return n[t]}},{"./1.0/numbers":82}],84:[function(t,e,r){"use strict";e.exports=function(t){var e=t.gl,r=n(e),o=i(e,[{buffer:r,type:e.FLOAT,size:3,offset:0,stride:40},{buffer:r,type:e.FLOAT,size:4,offset:12,stride:40},{buffer:r,type:e.FLOAT,size:3,offset:28,stride:40}]),l=a(e);l.attributes.position.location=0,l.attributes.color.location=1,l.attributes.offset.location=2;var c=new s(e,r,o,l);return c.update(t),c};var n=t("gl-buffer"),i=t("gl-vao"),a=t("./shaders/index"),o=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function s(t,e,r,n){this.gl=t,this.shader=n,this.buffer=e,this.vao=r,this.pixelRatio=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lineWidth=[1,1,1],this.capSize=[10,10,10],this.lineCount=[0,0,0],this.lineOffset=[0,0,0],this.opacity=1,this.hasAlpha=!1}var l=s.prototype;function c(t,e){for(var r=0;r<3;++r)t[0][r]=Math.min(t[0][r],e[r]),t[1][r]=Math.max(t[1][r],e[r])}l.isOpaque=function(){return!this.hasAlpha},l.isTransparent=function(){return this.hasAlpha},l.drawTransparent=l.draw=function(t){var e=this.gl,r=this.shader.uniforms;this.shader.bind();var n=r.view=t.view||o,i=r.projection=t.projection||o;r.model=t.model||o,r.clipBounds=this.clipBounds,r.opacity=this.opacity;var a=n[12],s=n[13],l=n[14],c=n[15],u=(t._ortho||!1?2:1)*this.pixelRatio*(i[3]*a+i[7]*s+i[11]*l+i[15]*c)/e.drawingBufferHeight;this.vao.bind();for(var f=0;f<3;++f)e.lineWidth(this.lineWidth[f]*this.pixelRatio),r.capSize=this.capSize[f]*u,this.lineCount[f]&&e.drawArrays(e.LINES,this.lineOffset[f],this.lineCount[f]);this.vao.unbind()};var u=function(){for(var t=new Array(3),e=0;e<3;++e){for(var r=[],n=1;n<=2;++n)for(var i=-1;i<=1;i+=2){var a=[0,0,0];a[(n+e)%3]=i,r.push(a)}t[e]=r}return t}();function f(t,e,r,n){for(var i=u[n],a=0;a0)(m=u.slice())[s]+=p[1][s],i.push(u[0],u[1],u[2],d[0],d[1],d[2],d[3],0,0,0,m[0],m[1],m[2],d[0],d[1],d[2],d[3],0,0,0),c(this.bounds,m),o+=2+f(i,m,d,s)}}this.lineCount[s]=o-this.lineOffset[s]}this.buffer.update(i)}},l.dispose=function(){this.shader.dispose(),this.buffer.dispose(),this.vao.dispose()}},{"./shaders/index":85,"gl-buffer":78,"gl-vao":150}],85:[function(t,e,r){"use strict";var n=t("glslify"),i=t("gl-shader"),a=n(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec3 position, offset;\nattribute vec4 color;\nuniform mat4 model, view, projection;\nuniform float capSize;\nvarying vec4 fragColor;\nvarying vec3 fragPosition;\n\nvoid main() {\n vec4 worldPosition = model * vec4(position, 1.0);\n worldPosition = (worldPosition / worldPosition.w) + vec4(capSize * offset, 0.0);\n gl_Position = projection * view * worldPosition;\n fragColor = color;\n fragPosition = position;\n}"]),o=n(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n return ((p > max(a, b)) || \n (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y) ||\n outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 clipBounds[2];\nuniform float opacity;\nvarying vec3 fragPosition;\nvarying vec4 fragColor;\n\nvoid main() {\n if (\n outOfRange(clipBounds[0], clipBounds[1], fragPosition) ||\n fragColor.a * opacity == 0.\n ) discard;\n\n gl_FragColor = opacity * fragColor;\n}"]);e.exports=function(t){return i(t,a,o,null,[{name:"position",type:"vec3"},{name:"color",type:"vec4"},{name:"offset",type:"vec3"}])}},{"gl-shader":132,glslify:231}],86:[function(t,e,r){"use strict";var n=t("gl-texture2d");e.exports=function(t,e,r,n){i||(i=t.FRAMEBUFFER_UNSUPPORTED,a=t.FRAMEBUFFER_INCOMPLETE_ATTACHMENT,o=t.FRAMEBUFFER_INCOMPLETE_DIMENSIONS,s=t.FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT);var c=t.getExtension("WEBGL_draw_buffers");!l&&c&&function(t,e){var r=t.getParameter(e.MAX_COLOR_ATTACHMENTS_WEBGL);l=new Array(r+1);for(var n=0;n<=r;++n){for(var i=new Array(r),a=0;au||r<0||r>u)throw new Error("gl-fbo: Parameters are too large for FBO");var f=1;if("color"in(n=n||{})){if((f=Math.max(0|n.color,0))<0)throw new Error("gl-fbo: Must specify a nonnegative number of colors");if(f>1){if(!c)throw new Error("gl-fbo: Multiple draw buffer extension not supported");if(f>t.getParameter(c.MAX_COLOR_ATTACHMENTS_WEBGL))throw new Error("gl-fbo: Context does not support "+f+" draw buffers")}}var h=t.UNSIGNED_BYTE,p=t.getExtension("OES_texture_float");if(n.float&&f>0){if(!p)throw new Error("gl-fbo: Context does not support floating point textures");h=t.FLOAT}else n.preferFloat&&f>0&&p&&(h=t.FLOAT);var m=!0;"depth"in n&&(m=!!n.depth);var g=!1;"stencil"in n&&(g=!!n.stencil);return new d(t,e,r,h,f,m,g,c)};var i,a,o,s,l=null;function c(t){return[t.getParameter(t.FRAMEBUFFER_BINDING),t.getParameter(t.RENDERBUFFER_BINDING),t.getParameter(t.TEXTURE_BINDING_2D)]}function u(t,e){t.bindFramebuffer(t.FRAMEBUFFER,e[0]),t.bindRenderbuffer(t.RENDERBUFFER,e[1]),t.bindTexture(t.TEXTURE_2D,e[2])}function f(t){switch(t){case i:throw new Error("gl-fbo: Framebuffer unsupported");case a:throw new Error("gl-fbo: Framebuffer incomplete attachment");case o:throw new Error("gl-fbo: Framebuffer incomplete dimensions");case s:throw new Error("gl-fbo: Framebuffer incomplete missing attachment");default:throw new Error("gl-fbo: Framebuffer failed for unspecified reason")}}function h(t,e,r,i,a,o){if(!i)return null;var s=n(t,e,r,a,i);return s.magFilter=t.NEAREST,s.minFilter=t.NEAREST,s.mipSamples=1,s.bind(),t.framebufferTexture2D(t.FRAMEBUFFER,o,t.TEXTURE_2D,s.handle,0),s}function p(t,e,r,n,i){var a=t.createRenderbuffer();return t.bindRenderbuffer(t.RENDERBUFFER,a),t.renderbufferStorage(t.RENDERBUFFER,n,e,r),t.framebufferRenderbuffer(t.FRAMEBUFFER,i,t.RENDERBUFFER,a),a}function d(t,e,r,n,i,a,o,s){this.gl=t,this._shape=[0|e,0|r],this._destroyed=!1,this._ext=s,this.color=new Array(i);for(var d=0;d1&&s.drawBuffersWEBGL(l[o]);var y=r.getExtension("WEBGL_depth_texture");y?d?t.depth=h(r,i,a,y.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):m&&(t.depth=h(r,i,a,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):m&&d?t._depth_rb=p(r,i,a,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):m?t._depth_rb=p(r,i,a,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):d&&(t._depth_rb=p(r,i,a,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var x=r.checkFramebufferStatus(r.FRAMEBUFFER);if(x!==r.FRAMEBUFFER_COMPLETE){t._destroyed=!0,r.bindFramebuffer(r.FRAMEBUFFER,null),r.deleteFramebuffer(t.handle),t.handle=null,t.depth&&(t.depth.dispose(),t.depth=null),t._depth_rb&&(r.deleteRenderbuffer(t._depth_rb),t._depth_rb=null);for(v=0;vi||r<0||r>i)throw new Error("gl-fbo: Can't resize FBO, invalid dimensions");t._shape[0]=e,t._shape[1]=r;for(var a=c(n),o=0;o>8*p&255;this.pickOffset=r,i.bind();var d=i.uniforms;d.viewTransform=t,d.pickOffset=e,d.shape=this.shape;var m=i.attributes;return this.positionBuffer.bind(),m.position.pointer(),this.weightBuffer.bind(),m.weight.pointer(s.UNSIGNED_BYTE,!1),this.idBuffer.bind(),m.pickId.pointer(s.UNSIGNED_BYTE,!1),s.drawArrays(s.TRIANGLES,0,o),r+this.shape[0]*this.shape[1]}}}(),f.pick=function(t,e,r){var n=this.pickOffset,i=this.shape[0]*this.shape[1];if(r=n+i)return null;var a=r-n,o=this.xData,s=this.yData;return{object:this,pointId:a,dataCoord:[o[a%this.shape[0]],s[a/this.shape[0]|0]]}},f.update=function(t){var e=(t=t||{}).shape||[0,0],r=t.x||i(e[0]),o=t.y||i(e[1]),s=t.z||new Float32Array(e[0]*e[1]),l=!1!==t.zsmooth;this.xData=r,this.yData=o;var c,u,f,p,d=t.colorLevels||[0],m=t.colorValues||[0,0,0,1],g=d.length,v=this.bounds;l?(c=v[0]=r[0],u=v[1]=o[0],f=v[2]=r[r.length-1],p=v[3]=o[o.length-1]):(c=v[0]=r[0]+(r[1]-r[0])/2,u=v[1]=o[0]+(o[1]-o[0])/2,f=v[2]=r[r.length-1]+(r[r.length-1]-r[r.length-2])/2,p=v[3]=o[o.length-1]+(o[o.length-1]-o[o.length-2])/2);var y=1/(f-c),x=1/(p-u),b=e[0],_=e[1];this.shape=[b,_];var w=(l?(b-1)*(_-1):b*_)*(h.length>>>1);this.numVertices=w;for(var T=a.mallocUint8(4*w),k=a.mallocFloat32(2*w),A=a.mallocUint8(2*w),M=a.mallocUint32(w),S=0,E=l?b-1:b,L=l?_-1:_,C=0;C max(a, b)) || \n (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y) ||\n outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 clipBounds[2];\nuniform sampler2D dashTexture;\nuniform float dashScale;\nuniform float opacity;\n\nvarying vec3 worldPosition;\nvarying float pixelArcLength;\nvarying vec4 fragColor;\n\nvoid main() {\n if (\n outOfRange(clipBounds[0], clipBounds[1], worldPosition) ||\n fragColor.a * opacity == 0.\n ) discard;\n\n float dashWeight = texture2D(dashTexture, vec2(dashScale * pixelArcLength, 0)).r;\n if(dashWeight < 0.5) {\n discard;\n }\n gl_FragColor = fragColor * opacity;\n}\n"]),s=n(["precision highp float;\n#define GLSLIFY 1\n\n#define FLOAT_MAX 1.70141184e38\n#define FLOAT_MIN 1.17549435e-38\n\n// https://github.com/mikolalysenko/glsl-read-float/blob/master/index.glsl\nvec4 packFloat(float v) {\n float av = abs(v);\n\n //Handle special cases\n if(av < FLOAT_MIN) {\n return vec4(0.0, 0.0, 0.0, 0.0);\n } else if(v > FLOAT_MAX) {\n return vec4(127.0, 128.0, 0.0, 0.0) / 255.0;\n } else if(v < -FLOAT_MAX) {\n return vec4(255.0, 128.0, 0.0, 0.0) / 255.0;\n }\n\n vec4 c = vec4(0,0,0,0);\n\n //Compute exponent and mantissa\n float e = floor(log2(av));\n float m = av * pow(2.0, -e) - 1.0;\n\n //Unpack mantissa\n c[1] = floor(128.0 * m);\n m -= c[1] / 128.0;\n c[2] = floor(32768.0 * m);\n m -= c[2] / 32768.0;\n c[3] = floor(8388608.0 * m);\n\n //Unpack exponent\n float ebias = e + 127.0;\n c[0] = floor(ebias / 2.0);\n ebias -= c[0] * 2.0;\n c[1] += floor(ebias) * 128.0;\n\n //Unpack sign bit\n c[0] += 128.0 * step(0.0, -v);\n\n //Scale back to range\n return c / 255.0;\n}\n\nbool outOfRange(float a, float b, float p) {\n return ((p > max(a, b)) || \n (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y) ||\n outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform float pickId;\nuniform vec3 clipBounds[2];\n\nvarying vec3 worldPosition;\nvarying float pixelArcLength;\nvarying vec4 fragColor;\n\nvoid main() {\n if (outOfRange(clipBounds[0], clipBounds[1], worldPosition)) discard;\n\n gl_FragColor = vec4(pickId/255.0, packFloat(pixelArcLength).xyz);\n}"]),l=[{name:"position",type:"vec3"},{name:"nextPosition",type:"vec3"},{name:"arcLength",type:"float"},{name:"lineWidth",type:"float"},{name:"color",type:"vec4"}];r.createShader=function(t){return i(t,a,o,null,l)},r.createPickShader=function(t){return i(t,a,s,null,l)}},{"gl-shader":132,glslify:231}],91:[function(t,e,r){"use strict";e.exports=function(t){var e=t.gl||t.scene&&t.scene.gl,r=f(e);r.attributes.position.location=0,r.attributes.nextPosition.location=1,r.attributes.arcLength.location=2,r.attributes.lineWidth.location=3,r.attributes.color.location=4;var o=h(e);o.attributes.position.location=0,o.attributes.nextPosition.location=1,o.attributes.arcLength.location=2,o.attributes.lineWidth.location=3,o.attributes.color.location=4;for(var s=n(e),l=i(e,[{buffer:s,size:3,offset:0,stride:48},{buffer:s,size:3,offset:12,stride:48},{buffer:s,size:1,offset:24,stride:48},{buffer:s,size:1,offset:28,stride:48},{buffer:s,size:4,offset:32,stride:48}]),u=c(new Array(1024),[256,1,4]),p=0;p<1024;++p)u.data[p]=255;var d=a(e,u);d.wrap=e.REPEAT;var m=new v(e,r,o,s,l,d);return m.update(t),m};var n=t("gl-buffer"),i=t("gl-vao"),a=t("gl-texture2d"),o=new Uint8Array(4),s=new Float32Array(o.buffer);var l=t("binary-search-bounds"),c=t("ndarray"),u=t("./lib/shaders"),f=u.createShader,h=u.createPickShader,p=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function d(t,e){for(var r=0,n=0;n<3;++n){var i=t[n]-e[n];r+=i*i}return Math.sqrt(r)}function m(t){for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;r<3;++r)e[0][r]=Math.max(t[0][r],e[0][r]),e[1][r]=Math.min(t[1][r],e[1][r]);return e}function g(t,e,r,n){this.arcLength=t,this.position=e,this.index=r,this.dataCoordinate=n}function v(t,e,r,n,i,a){this.gl=t,this.shader=e,this.pickShader=r,this.buffer=n,this.vao=i,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.points=[],this.arcLength=[],this.vertexCount=0,this.bounds=[[0,0,0],[0,0,0]],this.pickId=0,this.lineWidth=1,this.texture=a,this.dashScale=1,this.opacity=1,this.hasAlpha=!1,this.dirty=!0,this.pixelRatio=1}var y=v.prototype;y.isTransparent=function(){return this.hasAlpha},y.isOpaque=function(){return!this.hasAlpha},y.pickSlots=1,y.setPickBase=function(t){this.pickId=t},y.drawTransparent=y.draw=function(t){if(this.vertexCount){var e=this.gl,r=this.shader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,clipBounds:m(this.clipBounds),dashTexture:this.texture.bind(),dashScale:this.dashScale/this.arcLength[this.arcLength.length-1],opacity:this.opacity,screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.drawPick=function(t){if(this.vertexCount){var e=this.gl,r=this.pickShader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,pickId:this.pickId,clipBounds:m(this.clipBounds),screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.update=function(t){var e,r;this.dirty=!0;var n=!!t.connectGaps;"dashScale"in t&&(this.dashScale=t.dashScale),this.hasAlpha=!1,"opacity"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var i=[],a=[],o=[],s=0,u=0,f=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],h=t.position||t.positions;if(h){var p=t.color||t.colors||[0,0,0,1],m=t.lineWidth||1,g=!1;t:for(e=1;e0){for(var w=0;w<24;++w)i.push(i[i.length-12]);u+=2,g=!0}continue t}f[0][r]=Math.min(f[0][r],b[r],_[r]),f[1][r]=Math.max(f[1][r],b[r],_[r])}Array.isArray(p[0])?(v=p.length>e-1?p[e-1]:p.length>0?p[p.length-1]:[0,0,0,1],y=p.length>e?p[e]:p.length>0?p[p.length-1]:[0,0,0,1]):v=y=p,3===v.length&&(v=[v[0],v[1],v[2],1]),3===y.length&&(y=[y[0],y[1],y[2],1]),!this.hasAlpha&&v[3]<1&&(this.hasAlpha=!0),x=Array.isArray(m)?m.length>e-1?m[e-1]:m.length>0?m[m.length-1]:[0,0,0,1]:m;var T=s;if(s+=d(b,_),g){for(r=0;r<2;++r)i.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,v[0],v[1],v[2],v[3]);u+=2,g=!1}i.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,v[0],v[1],v[2],v[3],b[0],b[1],b[2],_[0],_[1],_[2],T,-x,v[0],v[1],v[2],v[3],_[0],_[1],_[2],b[0],b[1],b[2],s,-x,y[0],y[1],y[2],y[3],_[0],_[1],_[2],b[0],b[1],b[2],s,x,y[0],y[1],y[2],y[3]),u+=4}}if(this.buffer.update(i),a.push(s),o.push(h[h.length-1].slice()),this.bounds=f,this.vertexCount=u,this.points=o,this.arcLength=a,"dashes"in t){var k=t.dashes.slice();for(k.unshift(0),e=1;e1.0001)return null;v+=g[f]}if(Math.abs(v-1)>.001)return null;return[h,s(t,g),g]}},{barycentric:14,"polytope-closest-point/lib/closest_point_2d.js":270}],111:[function(t,e,r){var n=t("glslify"),i=n(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec3 position, normal;\nattribute vec4 color;\nattribute vec2 uv;\n\nuniform mat4 model\n , view\n , projection\n , inverseModel;\nuniform vec3 eyePosition\n , lightPosition;\n\nvarying vec3 f_normal\n , f_lightDirection\n , f_eyeDirection\n , f_data;\nvarying vec4 f_color;\nvarying vec2 f_uv;\n\nvec4 project(vec3 p) {\n return projection * view * model * vec4(p, 1.0);\n}\n\nvoid main() {\n gl_Position = project(position);\n\n //Lighting geometry parameters\n vec4 cameraCoordinate = view * vec4(position , 1.0);\n cameraCoordinate.xyz /= cameraCoordinate.w;\n f_lightDirection = lightPosition - cameraCoordinate.xyz;\n f_eyeDirection = eyePosition - cameraCoordinate.xyz;\n f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\n\n f_color = color;\n f_data = position;\n f_uv = uv;\n}\n"]),a=n(["#extension GL_OES_standard_derivatives : enable\n\nprecision highp float;\n#define GLSLIFY 1\n\nfloat beckmannDistribution(float x, float roughness) {\n float NdotH = max(x, 0.0001);\n float cos2Alpha = NdotH * NdotH;\n float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\n float roughness2 = roughness * roughness;\n float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\n return exp(tan2Alpha / roughness2) / denom;\n}\n\nfloat cookTorranceSpecular(\n vec3 lightDirection,\n vec3 viewDirection,\n vec3 surfaceNormal,\n float roughness,\n float fresnel) {\n\n float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\n float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\n\n //Half angle vector\n vec3 H = normalize(lightDirection + viewDirection);\n\n //Geometric term\n float NdotH = max(dot(surfaceNormal, H), 0.0);\n float VdotH = max(dot(viewDirection, H), 0.000001);\n float LdotH = max(dot(lightDirection, H), 0.000001);\n float G1 = (2.0 * NdotH * VdotN) / VdotH;\n float G2 = (2.0 * NdotH * LdotN) / LdotH;\n float G = min(1.0, min(G1, G2));\n \n //Distribution term\n float D = beckmannDistribution(NdotH, roughness);\n\n //Fresnel term\n float F = pow(1.0 - VdotN, fresnel);\n\n //Multiply terms and done\n return G * F * D / max(3.14159265 * VdotN, 0.000001);\n}\n\n//#pragma glslify: beckmann = require(glsl-specular-beckmann) // used in gl-surface3d\n\nbool outOfRange(float a, float b, float p) {\n return ((p > max(a, b)) || \n (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y) ||\n outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 clipBounds[2];\nuniform float roughness\n , fresnel\n , kambient\n , kdiffuse\n , kspecular;\nuniform sampler2D texture;\n\nvarying vec3 f_normal\n , f_lightDirection\n , f_eyeDirection\n , f_data;\nvarying vec4 f_color;\nvarying vec2 f_uv;\n\nvoid main() {\n if (f_color.a == 0.0 ||\n outOfRange(clipBounds[0], clipBounds[1], f_data)\n ) discard;\n\n vec3 N = normalize(f_normal);\n vec3 L = normalize(f_lightDirection);\n vec3 V = normalize(f_eyeDirection);\n\n if(gl_FrontFacing) {\n N = -N;\n }\n\n float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\n //float specular = max(0.0, beckmann(L, V, N, roughness)); // used in gl-surface3d\n\n float diffuse = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\n\n vec4 surfaceColor = vec4(f_color.rgb, 1.0) * texture2D(texture, f_uv);\n vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular, 1.0);\n\n gl_FragColor = litColor * f_color.a;\n}\n"]),o=n(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec3 position;\nattribute vec4 color;\nattribute vec2 uv;\n\nuniform mat4 model, view, projection;\n\nvarying vec4 f_color;\nvarying vec3 f_data;\nvarying vec2 f_uv;\n\nvoid main() {\n gl_Position = projection * view * model * vec4(position, 1.0);\n f_color = color;\n f_data = position;\n f_uv = uv;\n}"]),s=n(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n return ((p > max(a, b)) || \n (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y) ||\n outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 clipBounds[2];\nuniform sampler2D texture;\nuniform float opacity;\n\nvarying vec4 f_color;\nvarying vec3 f_data;\nvarying vec2 f_uv;\n\nvoid main() {\n if (outOfRange(clipBounds[0], clipBounds[1], f_data)) discard;\n\n gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\n}"]),l=n(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n return ((p > max(a, b)) || \n (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y) ||\n outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nattribute vec3 position;\nattribute vec4 color;\nattribute vec2 uv;\nattribute float pointSize;\n\nuniform mat4 model, view, projection;\nuniform vec3 clipBounds[2];\n\nvarying vec4 f_color;\nvarying vec2 f_uv;\n\nvoid main() {\n if (outOfRange(clipBounds[0], clipBounds[1], position)) {\n\n gl_Position = vec4(0.0, 0.0 ,0.0 ,0.0);\n } else {\n gl_Position = projection * view * model * vec4(position, 1.0);\n }\n gl_PointSize = pointSize;\n f_color = color;\n f_uv = uv;\n}"]),c=n(["precision highp float;\n#define GLSLIFY 1\n\nuniform sampler2D texture;\nuniform float opacity;\n\nvarying vec4 f_color;\nvarying vec2 f_uv;\n\nvoid main() {\n vec2 pointR = gl_PointCoord.xy - vec2(0.5, 0.5);\n if(dot(pointR, pointR) > 0.25) {\n discard;\n }\n gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\n}"]),u=n(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec3 position;\nattribute vec4 id;\n\nuniform mat4 model, view, projection;\n\nvarying vec3 f_position;\nvarying vec4 f_id;\n\nvoid main() {\n gl_Position = projection * view * model * vec4(position, 1.0);\n f_id = id;\n f_position = position;\n}"]),f=n(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n return ((p > max(a, b)) || \n (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y) ||\n outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 clipBounds[2];\nuniform float pickId;\n\nvarying vec3 f_position;\nvarying vec4 f_id;\n\nvoid main() {\n if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\n\n gl_FragColor = vec4(pickId, f_id.xyz);\n}"]),h=n(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n return ((p > max(a, b)) || \n (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y) ||\n outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nattribute vec3 position;\nattribute float pointSize;\nattribute vec4 id;\n\nuniform mat4 model, view, projection;\nuniform vec3 clipBounds[2];\n\nvarying vec3 f_position;\nvarying vec4 f_id;\n\nvoid main() {\n if (outOfRange(clipBounds[0], clipBounds[1], position)) {\n\n gl_Position = vec4(0.0, 0.0, 0.0, 0.0);\n } else {\n gl_Position = projection * view * model * vec4(position, 1.0);\n gl_PointSize = pointSize;\n }\n f_id = id;\n f_position = position;\n}"]),p=n(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec3 position;\n\nuniform mat4 model, view, projection;\n\nvoid main() {\n gl_Position = projection * view * model * vec4(position, 1.0);\n}"]),d=n(["precision highp float;\n#define GLSLIFY 1\n\nuniform vec3 contourColor;\n\nvoid main() {\n gl_FragColor = vec4(contourColor, 1.0);\n}\n"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:"position",type:"vec3"},{name:"normal",type:"vec3"},{name:"color",type:"vec4"},{name:"uv",type:"vec2"}]},r.wireShader={vertex:o,fragment:s,attributes:[{name:"position",type:"vec3"},{name:"color",type:"vec4"},{name:"uv",type:"vec2"}]},r.pointShader={vertex:l,fragment:c,attributes:[{name:"position",type:"vec3"},{name:"color",type:"vec4"},{name:"uv",type:"vec2"},{name:"pointSize",type:"float"}]},r.pickShader={vertex:u,fragment:f,attributes:[{name:"position",type:"vec3"},{name:"id",type:"vec4"}]},r.pointPickShader={vertex:h,fragment:f,attributes:[{name:"position",type:"vec3"},{name:"pointSize",type:"float"},{name:"id",type:"vec4"}]},r.contourShader={vertex:p,fragment:d,attributes:[{name:"position",type:"vec3"}]}},{glslify:231}],112:[function(t,e,r){"use strict";var n=t("gl-shader"),i=t("gl-buffer"),a=t("gl-vao"),o=t("gl-texture2d"),s=t("normals"),l=t("gl-mat4/multiply"),c=t("gl-mat4/invert"),u=t("ndarray"),f=t("colormap"),h=t("simplicial-complex-contour"),p=t("typedarray-pool"),d=t("./lib/shaders"),m=t("./lib/closest-point"),g=d.meshShader,v=d.wireShader,y=d.pointShader,x=d.pickShader,b=d.pointPickShader,_=d.contourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function T(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g,v,y,x,b,_,T,k,A,M,S){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.lineShader=n,this.pointShader=i,this.pickShader=a,this.pointPickShader=o,this.contourShader=s,this.trianglePositions=l,this.triangleColors=u,this.triangleNormals=h,this.triangleUVs=f,this.triangleIds=c,this.triangleVAO=p,this.triangleCount=0,this.lineWidth=1,this.edgePositions=d,this.edgeColors=g,this.edgeUVs=v,this.edgeIds=m,this.edgeVAO=y,this.edgeCount=0,this.pointPositions=x,this.pointColors=_,this.pointUVs=T,this.pointSizes=k,this.pointIds=b,this.pointVAO=A,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=M,this.contourVAO=S,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!0,this.pickVertex=!0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.hasAlpha=!1,this.opacityscale=!1,this._model=w,this._view=w,this._projection=w,this._resolution=[1,1]}var k=T.prototype;function A(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;rt&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}function M(t){var e=n(t,g.vertex,g.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.normal.location=4,e}function S(t){var e=n(t,v.vertex,v.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e}function E(t){var e=n(t,y.vertex,y.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.pointSize.location=4,e}function L(t){var e=n(t,x.vertex,x.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e}function C(t){var e=n(t,b.vertex,b.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.pointSize.location=4,e}function P(t){var e=n(t,_.vertex,_.fragment);return e.attributes.position.location=0,e}k.isOpaque=function(){return!this.hasAlpha},k.isTransparent=function(){return this.hasAlpha},k.pickSlots=1,k.setPickBase=function(t){this.pickId=t},k.highlight=function(t){if(t&&this.contourEnable){for(var e=h(this.cells,this.intensity,t.intensity),r=e.cells,n=e.vertexIds,i=e.vertexWeights,a=r.length,o=p.mallocFloat32(6*a),s=0,l=0;l0&&((f=this.triShader).bind(),f.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind());this.edgeCount>0&&this.lineWidth>0&&((f=this.lineShader).bind(),f.uniforms=s,this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind());this.pointCount>0&&((f=this.pointShader).bind(),f.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind());this.contourEnable&&this.contourCount>0&&this.contourLineWidth>0&&((f=this.contourShader).bind(),f.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind())},k.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s,l={model:r,view:n,projection:i,clipBounds:a,pickId:this.pickId/255};((s=this.pickShader).bind(),s.uniforms=l,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0)&&((s=this.pointPickShader).bind(),s.uniforms=l,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind())},k.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;for(var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions,i=new Array(r.length),a=0;ai[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=g[t],r.uniforms.angle=v[t],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),y[t]&&T&&(u[1^t]-=M*p*x[t],r.uniforms.dataAxis=f,r.uniforms.screenOffset=u,r.uniforms.color=b[t],r.uniforms.angle=_[t],a.drawArrays(a.TRIANGLES,w,T)),u[1^t]=M*s[2+(1^t)]-1,d[t+2]&&(u[1^t]+=M*p*m[t+2],ki[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=g[t+2],r.uniforms.angle=v[t+2],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),y[t+2]&&T&&(u[1^t]+=M*p*x[t+2],r.uniforms.dataAxis=f,r.uniforms.screenOffset=u,r.uniforms.color=b[t+2],r.uniforms.angle=_[t+2],a.drawArrays(a.TRIANGLES,w,T))}),m.drawTitle=function(){var t=[0,0],e=[0,0];return function(){var r=this.plot,n=this.shader,i=r.gl,a=r.screenBox,o=r.titleCenter,s=r.titleAngle,l=r.titleColor,c=r.pixelRatio;if(this.titleCount){for(var u=0;u<2;++u)e[u]=2*(o[u]*c-a[u])/(a[2+u]-a[u])-1;n.bind(),n.uniforms.dataAxis=t,n.uniforms.screenOffset=e,n.uniforms.angle=s,n.uniforms.color=l,i.drawArrays(i.TRIANGLES,this.titleOffset,this.titleCount)}}}(),m.bind=(h=[0,0],p=[0,0],d=[0,0],function(){var t=this.plot,e=this.shader,r=t._tickBounds,n=t.dataBox,i=t.screenBox,a=t.viewBox;e.bind();for(var o=0;o<2;++o){var s=r[o],l=r[o+2]-s,c=.5*(n[o+2]+n[o]),u=n[o+2]-n[o],f=a[o],m=a[o+2]-f,g=i[o],v=i[o+2]-g;p[o]=2*l/u*m/v,h[o]=2*(s-c)/u*m/v}d[1]=2*t.pixelRatio/(i[3]-i[1]),d[0]=d[1]*(i[3]-i[1])/(i[2]-i[0]),e.uniforms.dataScale=p,e.uniforms.dataShift=h,e.uniforms.textScale=d,this.vbo.bind(),e.attributes.textCoordinate.pointer()}),m.update=function(t){var e,r,n,i,o,s=[],l=t.ticks,c=t.bounds;for(o=0;o<2;++o){var u=[Math.floor(s.length/3)],f=[-1/0],h=l[o];for(e=0;e=0){var m=e[d]-n[d]*(e[d+2]-e[d])/(n[d+2]-n[d]);0===d?o.drawLine(m,e[1],m,e[3],p[d],h[d]):o.drawLine(e[0],m,e[2],m,p[d],h[d])}}for(d=0;d=0;--t)this.objects[t].dispose();this.objects.length=0;for(t=this.overlays.length-1;t>=0;--t)this.overlays[t].dispose();this.overlays.length=0,this.gl=null},c.addObject=function(t){this.objects.indexOf(t)<0&&(this.objects.push(t),this.setDirty())},c.removeObject=function(t){for(var e=this.objects,r=0;rMath.abs(e))c.rotate(a,0,0,-t*r*Math.PI*d.rotateSpeed/window.innerWidth);else if(!d._ortho){var o=-d.zoomSpeed*i*e/window.innerHeight*(a-c.lastT())/20;c.pan(a,0,0,f*(Math.exp(o)-1))}}}),!0)},d.enableMouseListeners(),d};var n=t("right-now"),i=t("3d-view"),a=t("mouse-change"),o=t("mouse-wheel"),s=t("mouse-event-offset"),l=t("has-passive-events")},{"3d-view":7,"has-passive-events":232,"mouse-change":247,"mouse-event-offset":248,"mouse-wheel":250,"right-now":278}],120:[function(t,e,r){var n=t("glslify"),i=t("gl-shader"),a=n(["precision mediump float;\n#define GLSLIFY 1\nattribute vec2 position;\nvarying vec2 uv;\nvoid main() {\n uv = position;\n gl_Position = vec4(position, 0, 1);\n}"]),o=n(["precision mediump float;\n#define GLSLIFY 1\n\nuniform sampler2D accumBuffer;\nvarying vec2 uv;\n\nvoid main() {\n vec4 accum = texture2D(accumBuffer, 0.5 * (uv + 1.0));\n gl_FragColor = min(vec4(1,1,1,1), accum);\n}"]);e.exports=function(t){return i(t,a,o,null,[{name:"position",type:"vec2"}])}},{"gl-shader":132,glslify:231}],121:[function(t,e,r){"use strict";var n=t("./camera.js"),i=t("gl-axes3d"),a=t("gl-axes3d/properties"),o=t("gl-spikes3d"),s=t("gl-select-static"),l=t("gl-fbo"),c=t("a-big-triangle"),u=t("mouse-change"),f=t("gl-mat4/perspective"),h=t("gl-mat4/ortho"),p=t("./lib/shader"),d=t("is-mobile")({tablet:!0,featureDetect:!0});function m(){this.mouse=[-1,-1],this.screen=null,this.distance=1/0,this.index=null,this.dataCoordinate=null,this.dataPosition=null,this.object=null,this.data=null}function g(t){var e=Math.round(Math.log(Math.abs(t))/Math.log(10));if(e<0){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}if(e>0){r=Math.round(Math.pow(10,e));return Math.ceil(t/r)*r}return Math.ceil(t)}function v(t){return"boolean"!=typeof t||t}e.exports={createScene:function(t){(t=t||{}).camera=t.camera||{};var e=t.canvas;if(!e){if(e=document.createElement("canvas"),t.container)t.container.appendChild(e);else document.body.appendChild(e)}var r=t.gl;r||(t.glOptions&&(d=!!t.glOptions.preserveDrawingBuffer),r=function(t,e){var r=null;try{(r=t.getContext("webgl",e))||(r=t.getContext("experimental-webgl",e))}catch(t){return null}return r}(e,t.glOptions||{premultipliedAlpha:!0,antialias:!0,preserveDrawingBuffer:d}));if(!r)throw new Error("webgl not supported");var y=t.bounds||[[-10,-10,-10],[10,10,10]],x=new m,b=l(r,r.drawingBufferWidth,r.drawingBufferHeight,{preferFloat:!d}),_=p(r),w=t.cameraObject&&!0===t.cameraObject._ortho||t.camera.projection&&"orthographic"===t.camera.projection.type||!1,T={eye:t.camera.eye||[2,0,0],center:t.camera.center||[0,0,0],up:t.camera.up||[0,1,0],zoomMin:t.camera.zoomMax||.1,zoomMax:t.camera.zoomMin||100,mode:t.camera.mode||"turntable",_ortho:w},k=t.axes||{},A=i(r,k);A.enable=!k.disable;var M=t.spikes||{},S=o(r,M),E=[],L=[],C=[],P=[],I=!0,O=!0,z=new Array(16),D=new Array(16),R={view:null,projection:z,model:D,_ortho:!1},F=(O=!0,[r.drawingBufferWidth,r.drawingBufferHeight]),B=t.cameraObject||n(e,T),N={gl:r,contextLost:!1,pixelRatio:t.pixelRatio||1,canvas:e,selection:x,camera:B,axes:A,axesPixels:null,spikes:S,bounds:y,objects:E,shape:F,aspect:t.aspectRatio||[1,1,1],pickRadius:t.pickRadius||10,zNear:t.zNear||.01,zFar:t.zFar||1e3,fovy:t.fovy||Math.PI/4,clearColor:t.clearColor||[0,0,0,0],autoResize:v(t.autoResize),autoBounds:v(t.autoBounds),autoScale:!!t.autoScale,autoCenter:v(t.autoCenter),clipToBounds:v(t.clipToBounds),snapToData:!!t.snapToData,onselect:t.onselect||null,onrender:t.onrender||null,onclick:t.onclick||null,cameraParams:R,oncontextloss:null,mouseListener:null,_stopped:!1,getAspectratio:function(){return{x:this.aspect[0],y:this.aspect[1],z:this.aspect[2]}},setAspectratio:function(t){this.aspect[0]=t.x,this.aspect[1]=t.y,this.aspect[2]=t.z,O=!0},setBounds:function(t,e){this.bounds[0][t]=e.min,this.bounds[1][t]=e.max},setClearColor:function(t){this.clearColor=t},clearRGBA:function(){this.gl.clearColor(this.clearColor[0],this.clearColor[1],this.clearColor[2],this.clearColor[3]),this.gl.clear(this.gl.COLOR_BUFFER_BIT|this.gl.DEPTH_BUFFER_BIT)}},j=[r.drawingBufferWidth/N.pixelRatio|0,r.drawingBufferHeight/N.pixelRatio|0];function U(){if(!N._stopped&&N.autoResize){var t=e.parentNode,r=1,n=1;t&&t!==document.body?(r=t.clientWidth,n=t.clientHeight):(r=window.innerWidth,n=window.innerHeight);var i=0|Math.ceil(r*N.pixelRatio),a=0|Math.ceil(n*N.pixelRatio);if(i!==e.width||a!==e.height){e.width=i,e.height=a;var o=e.style;o.position=o.position||"absolute",o.left="0px",o.top="0px",o.width=r+"px",o.height=n+"px",I=!0}}}N.autoResize&&U();function V(){for(var t=E.length,e=P.length,n=0;n0&&0===C[e-1];)C.pop(),P.pop().dispose()}function H(){if(N.contextLost)return!0;r.isContextLost()&&(N.contextLost=!0,N.mouseListener.enabled=!1,N.selection.object=null,N.oncontextloss&&N.oncontextloss())}window.addEventListener("resize",U),N.update=function(t){N._stopped||(t=t||{},I=!0,O=!0)},N.add=function(t){N._stopped||(t.axes=A,E.push(t),L.push(-1),I=!0,O=!0,V())},N.remove=function(t){if(!N._stopped){var e=E.indexOf(t);e<0||(E.splice(e,1),L.pop(),I=!0,O=!0,V())}},N.dispose=function(){if(!N._stopped&&(N._stopped=!0,window.removeEventListener("resize",U),e.removeEventListener("webglcontextlost",H),N.mouseListener.enabled=!1,!N.contextLost)){A.dispose(),S.dispose();for(var t=0;tx.distance)continue;for(var c=0;c 1.0) {\n discard;\n }\n baseColor = mix(borderColor, color, step(radius, centerFraction));\n gl_FragColor = vec4(baseColor.rgb * baseColor.a, baseColor.a);\n }\n}\n"]),r.pickVertex=n(["precision mediump float;\n#define GLSLIFY 1\n\nattribute vec2 position;\nattribute vec4 pickId;\n\nuniform mat3 matrix;\nuniform float pointSize;\nuniform vec4 pickOffset;\n\nvarying vec4 fragId;\n\nvoid main() {\n vec3 hgPosition = matrix * vec3(position, 1);\n gl_Position = vec4(hgPosition.xy, 0, hgPosition.z);\n gl_PointSize = pointSize;\n\n vec4 id = pickId + pickOffset;\n id.y += floor(id.x / 256.0);\n id.x -= floor(id.x / 256.0) * 256.0;\n\n id.z += floor(id.y / 256.0);\n id.y -= floor(id.y / 256.0) * 256.0;\n\n id.w += floor(id.z / 256.0);\n id.z -= floor(id.z / 256.0) * 256.0;\n\n fragId = id;\n}\n"]),r.pickFragment=n(["precision mediump float;\n#define GLSLIFY 1\n\nvarying vec4 fragId;\n\nvoid main() {\n float radius = length(2.0 * gl_PointCoord.xy - 1.0);\n if(radius > 1.0) {\n discard;\n }\n gl_FragColor = fragId / 255.0;\n}\n"])},{glslify:231}],123:[function(t,e,r){"use strict";var n=t("gl-shader"),i=t("gl-buffer"),a=t("typedarray-pool"),o=t("./lib/shader");function s(t,e,r,n,i){this.plot=t,this.offsetBuffer=e,this.pickBuffer=r,this.shader=n,this.pickShader=i,this.sizeMin=.5,this.sizeMinCap=2,this.sizeMax=20,this.areaRatio=1,this.pointCount=0,this.color=[1,0,0,1],this.borderColor=[0,0,0,1],this.blend=!1,this.pickOffset=0,this.points=null}e.exports=function(t,e){var r=t.gl,a=i(r),l=i(r),c=n(r,o.pointVertex,o.pointFragment),u=n(r,o.pickVertex,o.pickFragment),f=new s(t,a,l,c,u);return f.update(e),t.addObject(f),f};var l,c,u=s.prototype;u.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.offsetBuffer.dispose(),this.pickBuffer.dispose(),this.plot.removeObject(this)},u.update=function(t){var e;function r(e,r){return e in t?t[e]:r}t=t||{},this.sizeMin=r("sizeMin",.5),this.sizeMax=r("sizeMax",20),this.color=r("color",[1,0,0,1]).slice(),this.areaRatio=r("areaRatio",1),this.borderColor=r("borderColor",[0,0,0,1]).slice(),this.blend=r("blend",!1);var n=t.positions.length>>>1,i=t.positions instanceof Float32Array,o=t.idToIndex instanceof Int32Array&&t.idToIndex.length>=n,s=t.positions,l=i?s:a.mallocFloat32(s.length),c=o?t.idToIndex:a.mallocInt32(n);if(i||l.set(s),!o)for(l.set(s),e=0;e>>1;for(r=0;r=e[0]&&a<=e[2]&&o>=e[1]&&o<=e[3]&&n++}return n}(this.points,i),u=this.plot.pickPixelRatio*Math.max(Math.min(this.sizeMinCap,this.sizeMin),Math.min(this.sizeMax,this.sizeMax/Math.pow(s,.33333)));l[0]=2/a,l[4]=2/o,l[6]=-2*i[0]/a-1,l[7]=-2*i[1]/o-1,this.offsetBuffer.bind(),r.bind(),r.attributes.position.pointer(),r.uniforms.matrix=l,r.uniforms.color=this.color,r.uniforms.borderColor=this.borderColor,r.uniforms.pointCloud=u<5,r.uniforms.pointSize=u,r.uniforms.centerFraction=Math.min(1,Math.max(0,Math.sqrt(1-this.areaRatio))),e&&(c[0]=255&t,c[1]=t>>8&255,c[2]=t>>16&255,c[3]=t>>24&255,this.pickBuffer.bind(),r.attributes.pickId.pointer(n.UNSIGNED_BYTE),r.uniforms.pickOffset=c,this.pickOffset=t);var f=n.getParameter(n.BLEND),h=n.getParameter(n.DITHER);return f&&!this.blend&&n.disable(n.BLEND),h&&n.disable(n.DITHER),n.drawArrays(n.POINTS,0,this.pointCount),f&&!this.blend&&n.enable(n.BLEND),h&&n.enable(n.DITHER),t+this.pointCount}),u.draw=u.unifiedDraw,u.drawPick=u.unifiedDraw,u.pick=function(t,e,r){var n=this.pickOffset,i=this.pointCount;if(r=n+i)return null;var a=r-n,o=this.points;return{object:this,pointId:a,dataCoord:[o[2*a],o[2*a+1]]}}},{"./lib/shader":122,"gl-buffer":78,"gl-shader":132,"typedarray-pool":308}],124:[function(t,e,r){e.exports=function(t,e,r,n){var i,a,o,s,l,c=e[0],u=e[1],f=e[2],h=e[3],p=r[0],d=r[1],m=r[2],g=r[3];(a=c*p+u*d+f*m+h*g)<0&&(a=-a,p=-p,d=-d,m=-m,g=-g);1-a>1e-6?(i=Math.acos(a),o=Math.sin(i),s=Math.sin((1-n)*i)/o,l=Math.sin(n*i)/o):(s=1-n,l=n);return t[0]=s*c+l*p,t[1]=s*u+l*d,t[2]=s*f+l*m,t[3]=s*h+l*g,t}},{}],125:[function(t,e,r){"use strict";e.exports=function(t){return t||0===t?t.toString():""}},{}],126:[function(t,e,r){"use strict";var n=t("vectorize-text");e.exports=function(t,e,r){var a=i[e];a||(a=i[e]={});if(t in a)return a[t];var o={textAlign:"center",textBaseline:"middle",lineHeight:1,font:e,lineSpacing:1.25,styletags:{breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},triangles:!0},s=n(t,o);o.triangles=!1;var l,c,u=n(t,o);if(r&&1!==r){for(l=0;l max(a, b)) || \n (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y) ||\n outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nattribute vec3 position;\nattribute vec4 color;\nattribute vec2 glyph;\nattribute vec4 id;\n\nuniform vec4 highlightId;\nuniform float highlightScale;\nuniform mat4 model, view, projection;\nuniform vec3 clipBounds[2];\n\nvarying vec4 interpColor;\nvarying vec4 pickId;\nvarying vec3 dataCoordinate;\n\nvoid main() {\n if (outOfRange(clipBounds[0], clipBounds[1], position)) {\n\n gl_Position = vec4(0,0,0,0);\n } else {\n float scale = 1.0;\n if(distance(highlightId, id) < 0.0001) {\n scale = highlightScale;\n }\n\n vec4 worldPosition = model * vec4(position, 1);\n vec4 viewPosition = view * worldPosition;\n viewPosition = viewPosition / viewPosition.w;\n vec4 clipPosition = projection * (viewPosition + scale * vec4(glyph.x, -glyph.y, 0, 0));\n\n gl_Position = clipPosition;\n interpColor = color;\n pickId = id;\n dataCoordinate = position;\n }\n}"]),o=i(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n return ((p > max(a, b)) || \n (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y) ||\n outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nattribute vec3 position;\nattribute vec4 color;\nattribute vec2 glyph;\nattribute vec4 id;\n\nuniform mat4 model, view, projection;\nuniform vec2 screenSize;\nuniform vec3 clipBounds[2];\nuniform float highlightScale, pixelRatio;\nuniform vec4 highlightId;\n\nvarying vec4 interpColor;\nvarying vec4 pickId;\nvarying vec3 dataCoordinate;\n\nvoid main() {\n if (outOfRange(clipBounds[0], clipBounds[1], position)) {\n\n gl_Position = vec4(0,0,0,0);\n } else {\n float scale = pixelRatio;\n if(distance(highlightId.bgr, id.bgr) < 0.001) {\n scale *= highlightScale;\n }\n\n vec4 worldPosition = model * vec4(position, 1.0);\n vec4 viewPosition = view * worldPosition;\n vec4 clipPosition = projection * viewPosition;\n clipPosition /= clipPosition.w;\n\n gl_Position = clipPosition + vec4(screenSize * scale * vec2(glyph.x, -glyph.y), 0.0, 0.0);\n interpColor = color;\n pickId = id;\n dataCoordinate = position;\n }\n}"]),s=i(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n return ((p > max(a, b)) || \n (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y) ||\n outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nattribute vec3 position;\nattribute vec4 color;\nattribute vec2 glyph;\nattribute vec4 id;\n\nuniform float highlightScale;\nuniform vec4 highlightId;\nuniform vec3 axes[2];\nuniform mat4 model, view, projection;\nuniform vec2 screenSize;\nuniform vec3 clipBounds[2];\nuniform float scale, pixelRatio;\n\nvarying vec4 interpColor;\nvarying vec4 pickId;\nvarying vec3 dataCoordinate;\n\nvoid main() {\n if (outOfRange(clipBounds[0], clipBounds[1], position)) {\n\n gl_Position = vec4(0,0,0,0);\n } else {\n float lscale = pixelRatio * scale;\n if(distance(highlightId, id) < 0.0001) {\n lscale *= highlightScale;\n }\n\n vec4 clipCenter = projection * view * model * vec4(position, 1);\n vec3 dataPosition = position + 0.5*lscale*(axes[0] * glyph.x + axes[1] * glyph.y) * clipCenter.w * screenSize.y;\n vec4 clipPosition = projection * view * model * vec4(dataPosition, 1);\n\n gl_Position = clipPosition;\n interpColor = color;\n pickId = id;\n dataCoordinate = dataPosition;\n }\n}\n"]),l=i(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n return ((p > max(a, b)) || \n (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y) ||\n outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 fragClipBounds[2];\nuniform float opacity;\n\nvarying vec4 interpColor;\nvarying vec3 dataCoordinate;\n\nvoid main() {\n if (\n outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate) ||\n interpColor.a * opacity == 0.\n ) discard;\n gl_FragColor = interpColor * opacity;\n}\n"]),c=i(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n return ((p > max(a, b)) || \n (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y) ||\n outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 fragClipBounds[2];\nuniform float pickGroup;\n\nvarying vec4 pickId;\nvarying vec3 dataCoordinate;\n\nvoid main() {\n if (outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate)) discard;\n\n gl_FragColor = vec4(pickGroup, pickId.bgr);\n}"]),u=[{name:"position",type:"vec3"},{name:"color",type:"vec4"},{name:"glyph",type:"vec2"},{name:"id",type:"vec4"}],f={vertex:a,fragment:l,attributes:u},h={vertex:o,fragment:l,attributes:u},p={vertex:s,fragment:l,attributes:u},d={vertex:a,fragment:c,attributes:u},m={vertex:o,fragment:c,attributes:u},g={vertex:s,fragment:c,attributes:u};function v(t,e){var r=n(t,e),i=r.attributes;return i.position.location=0,i.color.location=1,i.glyph.location=2,i.id.location=3,r}r.createPerspective=function(t){return v(t,f)},r.createOrtho=function(t){return v(t,h)},r.createProject=function(t){return v(t,p)},r.createPickPerspective=function(t){return v(t,d)},r.createPickOrtho=function(t){return v(t,m)},r.createPickProject=function(t){return v(t,g)}},{"gl-shader":132,glslify:231}],128:[function(t,e,r){"use strict";var n=t("is-string-blank"),i=t("gl-buffer"),a=t("gl-vao"),o=t("typedarray-pool"),s=t("gl-mat4/multiply"),l=t("./lib/shaders"),c=t("./lib/glyphs"),u=t("./lib/get-simple-string"),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e){var r=t[0],n=t[1],i=t[2],a=t[3];return t[0]=e[0]*r+e[4]*n+e[8]*i+e[12]*a,t[1]=e[1]*r+e[5]*n+e[9]*i+e[13]*a,t[2]=e[2]*r+e[6]*n+e[10]*i+e[14]*a,t[3]=e[3]*r+e[7]*n+e[11]*i+e[15]*a,t}function p(t,e,r,n){return h(n,n),h(n,n),h(n,n)}function d(t,e){this.index=t,this.dataCoordinate=this.position=e}function m(t){return!0===t||t>1?1:t}function g(t,e,r,n,i,a,o,s,l,c,u,f){this.gl=t,this.pixelRatio=1,this.shader=e,this.orthoShader=r,this.projectShader=n,this.pointBuffer=i,this.colorBuffer=a,this.glyphBuffer=o,this.idBuffer=s,this.vao=l,this.vertexCount=0,this.lineVertexCount=0,this.opacity=1,this.hasAlpha=!1,this.lineWidth=0,this.projectScale=[2/3,2/3,2/3],this.projectOpacity=[1,1,1],this.projectHasAlpha=!1,this.pickId=0,this.pickPerspectiveShader=c,this.pickOrthoShader=u,this.pickProjectShader=f,this.points=[],this._selectResult=new d(0,[0,0,0]),this.useOrtho=!0,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.axesProject=[!0,!0,!0],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.highlightId=[1,1,1,1],this.highlightScale=2,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.dirty=!0}e.exports=function(t){var e=t.gl,r=l.createPerspective(e),n=l.createOrtho(e),o=l.createProject(e),s=l.createPickPerspective(e),c=l.createPickOrtho(e),u=l.createPickProject(e),f=i(e),h=i(e),p=i(e),d=i(e),m=a(e,[{buffer:f,size:3,type:e.FLOAT},{buffer:h,size:4,type:e.FLOAT},{buffer:p,size:2,type:e.FLOAT},{buffer:d,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),v=new g(e,r,n,o,f,h,p,d,m,s,c,u);return v.update(t),v};var v=g.prototype;v.pickSlots=1,v.setPickBase=function(t){this.pickId=t},v.isTransparent=function(){if(this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&this.projectHasAlpha)return!0;return!1},v.isOpaque=function(){if(!this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&!this.projectHasAlpha)return!0;return!1};var y=[0,0],x=[0,0,0],b=[0,0,0],_=[0,0,0,1],w=[0,0,0,1],T=f.slice(),k=[0,0,0],A=[[0,0,0],[0,0,0]];function M(t){return t[0]=t[1]=t[2]=0,t}function S(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function E(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}function L(t,e,r,n){var i,a=e.axesProject,o=e.gl,l=t.uniforms,c=r.model||f,u=r.view||f,h=r.projection||f,d=e.axesBounds,m=function(t){for(var e=A,r=0;r<2;++r)for(var n=0;n<3;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}(e.clipBounds);i=e.axes&&e.axes.lastCubeProps?e.axes.lastCubeProps.axis:[1,1,1],y[0]=2/o.drawingBufferWidth,y[1]=2/o.drawingBufferHeight,t.bind(),l.view=u,l.projection=h,l.screenSize=y,l.highlightId=e.highlightId,l.highlightScale=e.highlightScale,l.clipBounds=m,l.pickGroup=e.pickId/255,l.pixelRatio=n;for(var g=0;g<3;++g)if(a[g]){l.scale=e.projectScale[g],l.opacity=e.projectOpacity[g];for(var v=T,L=0;L<16;++L)v[L]=0;for(L=0;L<4;++L)v[5*L]=1;v[5*g]=0,i[g]<0?v[12+g]=d[0][g]:v[12+g]=d[1][g],s(v,c,v),l.model=v;var C=(g+1)%3,P=(g+2)%3,I=M(x),O=M(b);I[C]=1,O[P]=1;var z=p(0,0,0,S(_,I)),D=p(0,0,0,S(w,O));if(Math.abs(z[1])>Math.abs(D[1])){var R=z;z=D,D=R,R=I,I=O,O=R;var F=C;C=P,P=F}z[0]<0&&(I[C]=-1),D[1]>0&&(O[P]=-1);var B=0,N=0;for(L=0;L<4;++L)B+=Math.pow(c[4*C+L],2),N+=Math.pow(c[4*P+L],2);I[C]/=Math.sqrt(B),O[P]/=Math.sqrt(N),l.axes[0]=I,l.axes[1]=O,l.fragClipBounds[0]=E(k,m[0],g,-1e8),l.fragClipBounds[1]=E(k,m[1],g,1e8),e.vao.bind(),e.vao.draw(o.TRIANGLES,e.vertexCount),e.lineWidth>0&&(o.lineWidth(e.lineWidth*n),e.vao.draw(o.LINES,e.lineVertexCount,e.vertexCount)),e.vao.unbind()}}var C=[[-1e8,-1e8,-1e8],[1e8,1e8,1e8]];function P(t,e,r,n,i,a,o){var s=r.gl;if((a===r.projectHasAlpha||o)&&L(e,r,n,i),a===r.hasAlpha||o){t.bind();var l=t.uniforms;l.model=n.model||f,l.view=n.view||f,l.projection=n.projection||f,y[0]=2/s.drawingBufferWidth,y[1]=2/s.drawingBufferHeight,l.screenSize=y,l.highlightId=r.highlightId,l.highlightScale=r.highlightScale,l.fragClipBounds=C,l.clipBounds=r.axes.bounds,l.opacity=r.opacity,l.pickGroup=r.pickId/255,l.pixelRatio=i,r.vao.bind(),r.vao.draw(s.TRIANGLES,r.vertexCount),r.lineWidth>0&&(s.lineWidth(r.lineWidth*i),r.vao.draw(s.LINES,r.lineVertexCount,r.vertexCount)),r.vao.unbind()}}function I(t,e,r,i){var a;a=Array.isArray(t)?e=this.pointCount||e<0)return null;var r=this.points[e],n=this._selectResult;n.index=e;for(var i=0;i<3;++i)n.position[i]=n.dataCoordinate[i]=r[i];return n},v.highlight=function(t){if(t){var e=t.index,r=255&e,n=e>>8&255,i=e>>16&255;this.highlightId=[r/255,n/255,i/255,0]}else this.highlightId=[1,1,1,1]},v.update=function(t){if("perspective"in(t=t||{})&&(this.useOrtho=!t.perspective),"orthographic"in t&&(this.useOrtho=!!t.orthographic),"lineWidth"in t&&(this.lineWidth=t.lineWidth),"project"in t)if(Array.isArray(t.project))this.axesProject=t.project;else{var e=!!t.project;this.axesProject=[e,e,e]}if("projectScale"in t)if(Array.isArray(t.projectScale))this.projectScale=t.projectScale.slice();else{var r=+t.projectScale;this.projectScale=[r,r,r]}if(this.projectHasAlpha=!1,"projectOpacity"in t){if(Array.isArray(t.projectOpacity))this.projectOpacity=t.projectOpacity.slice();else{r=+t.projectOpacity;this.projectOpacity=[r,r,r]}for(var n=0;n<3;++n)this.projectOpacity[n]=m(this.projectOpacity[n]),this.projectOpacity[n]<1&&(this.projectHasAlpha=!0)}this.hasAlpha=!1,"opacity"in t&&(this.opacity=m(t.opacity),this.opacity<1&&(this.hasAlpha=!0)),this.dirty=!0;var i,a,s=t.position,l=t.font||"normal",c=t.alignment||[0,0];if(2===c.length)i=c[0],a=c[1];else{i=[],a=[];for(n=0;n0){var O=0,z=x,D=[0,0,0,1],R=[0,0,0,1],F=Array.isArray(p)&&Array.isArray(p[0]),B=Array.isArray(v)&&Array.isArray(v[0]);t:for(n=0;n<_;++n){y+=1;for(w=s[n],T=0;T<3;++T){if(isNaN(w[T])||!isFinite(w[T]))continue t;f[T]=Math.max(f[T],w[T]),u[T]=Math.min(u[T],w[T])}k=(N=I(h,n,l,this.pixelRatio)).mesh,A=N.lines,M=N.bounds;var N,j=N.visible;if(j)if(Array.isArray(p)){if(3===(U=F?n0?1-M[0][0]:Y<0?1+M[1][0]:1,W*=W>0?1-M[0][1]:W<0?1+M[1][1]:1],Z=k.cells||[],J=k.positions||[];for(T=0;T0){var v=r*u;o.drawBox(f-v,h-v,p+v,h+v,a),o.drawBox(f-v,d-v,p+v,d+v,a),o.drawBox(f-v,h-v,f+v,d+v,a),o.drawBox(p-v,h-v,p+v,d+v,a)}}}},s.update=function(t){t=t||{},this.innerFill=!!t.innerFill,this.outerFill=!!t.outerFill,this.innerColor=(t.innerColor||[0,0,0,.5]).slice(),this.outerColor=(t.outerColor||[0,0,0,.5]).slice(),this.borderColor=(t.borderColor||[0,0,0,1]).slice(),this.borderWidth=t.borderWidth||0,this.selectBox=(t.selectBox||this.selectBox).slice()},s.dispose=function(){this.boxBuffer.dispose(),this.boxShader.dispose(),this.plot.removeOverlay(this)}},{"./lib/shaders":129,"gl-buffer":78,"gl-shader":132}],131:[function(t,e,r){"use strict";e.exports=function(t,e){var r=e[0],a=e[1],o=n(t,r,a,{}),s=i.mallocUint8(r*a*4);return new l(t,o,s)};var n=t("gl-fbo"),i=t("typedarray-pool"),a=t("ndarray"),o=t("bit-twiddle").nextPow2;function s(t,e,r,n,i){this.coord=[t,e],this.id=r,this.value=n,this.distance=i}function l(t,e,r){this.gl=t,this.fbo=e,this.buffer=r,this._readTimeout=null;var n=this;this._readCallback=function(){n.gl&&(e.bind(),t.readPixels(0,0,e.shape[0],e.shape[1],t.RGBA,t.UNSIGNED_BYTE,n.buffer),n._readTimeout=null)}}var c=l.prototype;Object.defineProperty(c,"shape",{get:function(){return this.gl?this.fbo.shape.slice():[0,0]},set:function(t){if(this.gl){this.fbo.shape=t;var e=this.fbo.shape[0],r=this.fbo.shape[1];if(r*e*4>this.buffer.length){i.free(this.buffer);for(var n=this.buffer=i.mallocUint8(o(r*e*4)),a=0;ar)for(t=r;te)for(t=e;t=0){for(var T=0|w.type.charAt(w.type.length-1),k=new Array(T),A=0;A=0;)M+=1;_[y]=M}var S=new Array(r.length);function E(){h.program=o.program(p,h._vref,h._fref,b,_);for(var t=0;t=0){if((d=h.charCodeAt(h.length-1)-48)<2||d>4)throw new n("","Invalid data type for attribute "+f+": "+h);s(t,e,p[0],i,d,a,f)}else{if(!(h.indexOf("mat")>=0))throw new n("","Unknown data type for attribute "+f+": "+h);var d;if((d=h.charCodeAt(h.length-1)-48)<2||d>4)throw new n("","Invalid data type for attribute "+f+": "+h);l(t,e,p,i,d,a,f)}}}return a};var n=t("./GLError");function i(t,e,r,n,i,a){this._gl=t,this._wrapper=e,this._index=r,this._locations=n,this._dimension=i,this._constFunc=a}var a=i.prototype;a.pointer=function(t,e,r,n){var i=this._gl,a=this._locations[this._index];i.vertexAttribPointer(a,this._dimension,t||i.FLOAT,!!e,r||0,n||0),i.enableVertexAttribArray(a)},a.set=function(t,e,r,n){return this._constFunc(this._locations[this._index],t,e,r,n)},Object.defineProperty(a,"location",{get:function(){return this._locations[this._index]},set:function(t){return t!==this._locations[this._index]&&(this._locations[this._index]=0|t,this._wrapper.program=null),0|t}});var o=[function(t,e,r){return void 0===r.length?t.vertexAttrib1f(e,r):t.vertexAttrib1fv(e,r)},function(t,e,r,n){return void 0===r.length?t.vertexAttrib2f(e,r,n):t.vertexAttrib2fv(e,r)},function(t,e,r,n,i){return void 0===r.length?t.vertexAttrib3f(e,r,n,i):t.vertexAttrib3fv(e,r)},function(t,e,r,n,i,a){return void 0===r.length?t.vertexAttrib4f(e,r,n,i,a):t.vertexAttrib4fv(e,r)}];function s(t,e,r,n,a,s,l){var c=o[a],u=new i(t,e,r,n,a,c);Object.defineProperty(s,l,{set:function(e){return t.disableVertexAttribArray(n[r]),c(t,n[r],e),e},get:function(){return u},enumerable:!0})}function l(t,e,r,n,i,a,o){for(var l=new Array(i),c=new Array(i),u=0;u4)throw new i("","Invalid uniform dimension type for matrix "+name+": "+v);t["uniformMatrix"+g+"fv"](s[u],!1,f);break}throw new i("","Unknown uniform data type for "+name+": "+v)}if((g=v.charCodeAt(v.length-1)-48)<2||g>4)throw new i("","Invalid data type");switch(v.charAt(0)){case"b":case"i":t["uniform"+g+"iv"](s[u],f);break;case"v":t["uniform"+g+"fv"](s[u],f);break;default:throw new i("","Unrecognized data type for vector "+name+": "+v)}}}}}}function c(t,e,n){if("object"==typeof n){var c=u(n);Object.defineProperty(t,e,{get:a(c),set:l(n),enumerable:!0,configurable:!1})}else s[n]?Object.defineProperty(t,e,{get:(f=n,function(t,e,r){return t.getUniform(e.program,r[f])}),set:l(n),enumerable:!0,configurable:!1}):t[e]=function(t){switch(t){case"bool":return!1;case"int":case"sampler2D":case"samplerCube":case"float":return 0;default:var e=t.indexOf("vec");if(0<=e&&e<=1&&t.length===4+e){if((r=t.charCodeAt(t.length-1)-48)<2||r>4)throw new i("","Invalid data type");return"b"===t.charAt(0)?o(r,!1):o(r,0)}if(0===t.indexOf("mat")&&4===t.length){var r;if((r=t.charCodeAt(t.length-1)-48)<2||r>4)throw new i("","Invalid uniform dimension type for matrix "+name+": "+t);return o(r*r,0)}throw new i("","Unknown uniform data type for "+name+": "+t)}}(r[n].type);var f}function u(t){var e;if(Array.isArray(t)){e=new Array(t.length);for(var r=0;r1){s[0]in a||(a[s[0]]=[]),a=a[s[0]];for(var l=1;l1)for(var l=0;l 0 U ||b|| > 0.\n // Assign z = 0, x = -b, y = a:\n // a*-b + b*a + c*0 = -ba + ba + 0 = 0\n if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\n return normalize(vec3(-v.y, v.x, 0.0));\n } else {\n return normalize(vec3(0.0, v.z, -v.y));\n }\n}\n\n// Calculate the tube vertex and normal at the given index.\n//\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\n//\n// Each tube segment is made up of a ring of vertices.\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\n// The indexes of tube segments run from 0 to 8.\n//\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\n float segmentCount = 8.0;\n\n float angle = 2.0 * 3.14159 * (index / segmentCount);\n\n vec3 u = getOrthogonalVector(d);\n vec3 v = normalize(cross(u, d));\n\n vec3 x = u * cos(angle) * length(d);\n vec3 y = v * sin(angle) * length(d);\n vec3 v3 = x + y;\n\n normal = normalize(v3);\n\n return v3;\n}\n\nattribute vec4 vector;\nattribute vec4 color, position;\nattribute vec2 uv;\n\nuniform float vectorScale, tubeScale;\nuniform mat4 model, view, projection, inverseModel;\nuniform vec3 eyePosition, lightPosition;\n\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\nvarying vec4 f_color;\nvarying vec2 f_uv;\n\nvoid main() {\n // Scale the vector magnitude to stay constant with\n // model & view changes.\n vec3 normal;\n vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\n vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\n\n //Lighting geometry parameters\n vec4 cameraCoordinate = view * tubePosition;\n cameraCoordinate.xyz /= cameraCoordinate.w;\n f_lightDirection = lightPosition - cameraCoordinate.xyz;\n f_eyeDirection = eyePosition - cameraCoordinate.xyz;\n f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\n\n // vec4 m_position = model * vec4(tubePosition, 1.0);\n vec4 t_position = view * tubePosition;\n gl_Position = projection * t_position;\n\n f_color = color;\n f_data = tubePosition.xyz;\n f_position = position.xyz;\n f_uv = uv;\n}\n"]),a=n(["#extension GL_OES_standard_derivatives : enable\n\nprecision highp float;\n#define GLSLIFY 1\n\nfloat beckmannDistribution(float x, float roughness) {\n float NdotH = max(x, 0.0001);\n float cos2Alpha = NdotH * NdotH;\n float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\n float roughness2 = roughness * roughness;\n float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\n return exp(tan2Alpha / roughness2) / denom;\n}\n\nfloat cookTorranceSpecular(\n vec3 lightDirection,\n vec3 viewDirection,\n vec3 surfaceNormal,\n float roughness,\n float fresnel) {\n\n float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\n float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\n\n //Half angle vector\n vec3 H = normalize(lightDirection + viewDirection);\n\n //Geometric term\n float NdotH = max(dot(surfaceNormal, H), 0.0);\n float VdotH = max(dot(viewDirection, H), 0.000001);\n float LdotH = max(dot(lightDirection, H), 0.000001);\n float G1 = (2.0 * NdotH * VdotN) / VdotH;\n float G2 = (2.0 * NdotH * LdotN) / LdotH;\n float G = min(1.0, min(G1, G2));\n \n //Distribution term\n float D = beckmannDistribution(NdotH, roughness);\n\n //Fresnel term\n float F = pow(1.0 - VdotN, fresnel);\n\n //Multiply terms and done\n return G * F * D / max(3.14159265 * VdotN, 0.000001);\n}\n\nbool outOfRange(float a, float b, float p) {\n return ((p > max(a, b)) || \n (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y) ||\n outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 clipBounds[2];\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\nuniform sampler2D texture;\n\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\nvarying vec4 f_color;\nvarying vec2 f_uv;\n\nvoid main() {\n if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\n vec3 N = normalize(f_normal);\n vec3 L = normalize(f_lightDirection);\n vec3 V = normalize(f_eyeDirection);\n\n if(gl_FrontFacing) {\n N = -N;\n }\n\n float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\n float diffuse = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\n\n vec4 surfaceColor = f_color * texture2D(texture, f_uv);\n vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular, 1.0);\n\n gl_FragColor = litColor * opacity;\n}\n"]),o=n(["precision highp float;\n\nprecision highp float;\n#define GLSLIFY 1\n\nvec3 getOrthogonalVector(vec3 v) {\n // Return up-vector for only-z vector.\n // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\n // From the above if-statement we have ||a|| > 0 U ||b|| > 0.\n // Assign z = 0, x = -b, y = a:\n // a*-b + b*a + c*0 = -ba + ba + 0 = 0\n if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\n return normalize(vec3(-v.y, v.x, 0.0));\n } else {\n return normalize(vec3(0.0, v.z, -v.y));\n }\n}\n\n// Calculate the tube vertex and normal at the given index.\n//\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\n//\n// Each tube segment is made up of a ring of vertices.\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\n// The indexes of tube segments run from 0 to 8.\n//\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\n float segmentCount = 8.0;\n\n float angle = 2.0 * 3.14159 * (index / segmentCount);\n\n vec3 u = getOrthogonalVector(d);\n vec3 v = normalize(cross(u, d));\n\n vec3 x = u * cos(angle) * length(d);\n vec3 y = v * sin(angle) * length(d);\n vec3 v3 = x + y;\n\n normal = normalize(v3);\n\n return v3;\n}\n\nattribute vec4 vector;\nattribute vec4 position;\nattribute vec4 id;\n\nuniform mat4 model, view, projection;\nuniform float tubeScale;\n\nvarying vec3 f_position;\nvarying vec4 f_id;\n\nvoid main() {\n vec3 normal;\n vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\n vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\n\n gl_Position = projection * view * tubePosition;\n f_id = id;\n f_position = position.xyz;\n}\n"]),s=n(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n return ((p > max(a, b)) || \n (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y) ||\n outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 clipBounds[2];\nuniform float pickId;\n\nvarying vec3 f_position;\nvarying vec4 f_id;\n\nvoid main() {\n if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\n\n gl_FragColor = vec4(pickId, f_id.xyz);\n}"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:"position",type:"vec4"},{name:"color",type:"vec4"},{name:"uv",type:"vec2"},{name:"vector",type:"vec4"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:"position",type:"vec4"},{name:"id",type:"vec4"},{name:"vector",type:"vec4"}]}},{glslify:231}],143:[function(t,e,r){"use strict";var n=t("gl-vec3"),i=t("gl-vec4"),a=["xyz","xzy","yxz","yzx","zxy","zyx"],o=function(t,e,r,a){for(var o=0,s=0;s0)for(T=0;T<8;T++){var k=(T+1)%8;c.push(h[T],p[T],p[k],p[k],h[k],h[T]),f.push(y,v,v,v,y,y),d.push(m,g,g,g,m,m);var A=c.length;u.push([A-6,A-5,A-4],[A-3,A-2,A-1])}var M=h;h=p,p=M;var S=y;y=v,v=S;var E=m;m=g,g=E}return{positions:c,cells:u,vectors:f,vertexIntensity:d}}(t,r,a,o)})),f=[],h=[],p=[],d=[];for(s=0;se)return r-1}return r},l=function(t,e,r){return tr?r:t},c=function(t){var e=1/0;t.sort((function(t,e){return t-e}));for(var r=t.length,n=1;nf-1||y>h-1||x>p-1)return n.create();var b,_,w,T,k,A,M=a[0][d],S=a[0][v],E=a[1][m],L=a[1][y],C=a[2][g],P=(o-M)/(S-M),I=(c-E)/(L-E),O=(u-C)/(a[2][x]-C);switch(isFinite(P)||(P=.5),isFinite(I)||(I=.5),isFinite(O)||(O=.5),r.reversedX&&(d=f-1-d,v=f-1-v),r.reversedY&&(m=h-1-m,y=h-1-y),r.reversedZ&&(g=p-1-g,x=p-1-x),r.filled){case 5:k=g,A=x,w=m*p,T=y*p,b=d*p*h,_=v*p*h;break;case 4:k=g,A=x,b=d*p,_=v*p,w=m*p*f,T=y*p*f;break;case 3:w=m,T=y,k=g*h,A=x*h,b=d*h*p,_=v*h*p;break;case 2:w=m,T=y,b=d*h,_=v*h,k=g*h*f,A=x*h*f;break;case 1:b=d,_=v,k=g*f,A=x*f,w=m*f*p,T=y*f*p;break;default:b=d,_=v,w=m*f,T=y*f,k=g*f*h,A=x*f*h}var z=i[b+w+k],D=i[b+w+A],R=i[b+T+k],F=i[b+T+A],B=i[_+w+k],N=i[_+w+A],j=i[_+T+k],U=i[_+T+A],V=n.create(),H=n.create(),q=n.create(),G=n.create();n.lerp(V,z,B,P),n.lerp(H,D,N,P),n.lerp(q,R,j,P),n.lerp(G,F,U,P);var Y=n.create(),W=n.create();n.lerp(Y,V,q,I),n.lerp(W,H,G,I);var X=n.create();return n.lerp(X,Y,W,O),X}(e,t,p)},m=t.getDivergence||function(t,e){var r=n.create(),i=1e-4;n.add(r,t,[i,0,0]);var a=d(r);n.subtract(a,a,e),n.scale(a,a,1/i),n.add(r,t,[0,i,0]);var o=d(r);n.subtract(o,o,e),n.scale(o,o,1/i),n.add(r,t,[0,0,i]);var s=d(r);return n.subtract(s,s,e),n.scale(s,s,1/i),n.add(r,a,o),n.add(r,r,s),r},g=[],v=e[0][0],y=e[0][1],x=e[0][2],b=e[1][0],_=e[1][1],w=e[1][2],T=function(t){var e=t[0],r=t[1],n=t[2];return!(eb||r_||nw)},k=10*n.distance(e[0],e[1])/i,A=k*k,M=1,S=0,E=r.length;E>1&&(M=function(t){for(var e=[],r=[],n=[],i={},a={},o={},s=t.length,l=0;lS&&(S=F),D.push(F),g.push({points:P,velocities:I,divergences:D});for(var B=0;B<100*i&&P.lengthA&&n.scale(N,N,k/Math.sqrt(j)),n.add(N,N,C),O=d(N),n.squaredDistance(z,N)-A>-1e-4*A){P.push(N),z=N,I.push(O);R=m(N,O),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F)}C=N}}var U=o(g,t.colormap,S,M);return f?U.tubeScale=f:(0===S&&(S=1),U.tubeScale=.5*u*M/S),U};var u=t("./lib/shaders"),f=t("gl-cone3d").createMesh;e.exports.createTubeMesh=function(t,e){return f(t,e,{shaders:u,traceType:"streamtube"})}},{"./lib/shaders":142,"gl-cone3d":79,"gl-vec3":169,"gl-vec4":205}],144:[function(t,e,r){var n=t("gl-shader"),i=t("glslify"),a=i(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec4 uv;\nattribute vec3 f;\nattribute vec3 normal;\n\nuniform vec3 objectOffset;\nuniform mat4 model, view, projection, inverseModel;\nuniform vec3 lightPosition, eyePosition;\nuniform sampler2D colormap;\n\nvarying float value, kill;\nvarying vec3 worldCoordinate;\nvarying vec2 planeCoordinate;\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\nvarying vec4 vColor;\n\nvoid main() {\n vec3 localCoordinate = vec3(uv.zw, f.x);\n worldCoordinate = objectOffset + localCoordinate;\n vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\n vec4 clipPosition = projection * view * worldPosition;\n gl_Position = clipPosition;\n kill = f.y;\n value = f.z;\n planeCoordinate = uv.xy;\n\n vColor = texture2D(colormap, vec2(value, value));\n\n //Lighting geometry parameters\n vec4 cameraCoordinate = view * worldPosition;\n cameraCoordinate.xyz /= cameraCoordinate.w;\n lightDirection = lightPosition - cameraCoordinate.xyz;\n eyeDirection = eyePosition - cameraCoordinate.xyz;\n surfaceNormal = normalize((vec4(normal,0) * inverseModel).xyz);\n}\n"]),o=i(["precision highp float;\n#define GLSLIFY 1\n\nfloat beckmannDistribution(float x, float roughness) {\n float NdotH = max(x, 0.0001);\n float cos2Alpha = NdotH * NdotH;\n float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\n float roughness2 = roughness * roughness;\n float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\n return exp(tan2Alpha / roughness2) / denom;\n}\n\nfloat beckmannSpecular(\n vec3 lightDirection,\n vec3 viewDirection,\n vec3 surfaceNormal,\n float roughness) {\n return beckmannDistribution(dot(surfaceNormal, normalize(lightDirection + viewDirection)), roughness);\n}\n\nbool outOfRange(float a, float b, float p) {\n return ((p > max(a, b)) || \n (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y) ||\n outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec3 lowerBound, upperBound;\nuniform float contourTint;\nuniform vec4 contourColor;\nuniform sampler2D colormap;\nuniform vec3 clipBounds[2];\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\nuniform float vertexColor;\n\nvarying float value, kill;\nvarying vec3 worldCoordinate;\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\nvarying vec4 vColor;\n\nvoid main() {\n if (\n kill > 0.0 ||\n vColor.a == 0.0 ||\n outOfRange(clipBounds[0], clipBounds[1], worldCoordinate)\n ) discard;\n\n vec3 N = normalize(surfaceNormal);\n vec3 V = normalize(eyeDirection);\n vec3 L = normalize(lightDirection);\n\n if(gl_FrontFacing) {\n N = -N;\n }\n\n float specular = max(beckmannSpecular(L, V, N, roughness), 0.);\n float diffuse = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\n\n //decide how to interpolate color \u2014 in vertex or in fragment\n vec4 surfaceColor =\n step(vertexColor, .5) * texture2D(colormap, vec2(value, value)) +\n step(.5, vertexColor) * vColor;\n\n vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular, 1.0);\n\n gl_FragColor = mix(litColor, contourColor, contourTint) * opacity;\n}\n"]),s=i(["precision highp float;\n#define GLSLIFY 1\n\nattribute vec4 uv;\nattribute float f;\n\nuniform vec3 objectOffset;\nuniform mat3 permutation;\nuniform mat4 model, view, projection;\nuniform float height, zOffset;\nuniform sampler2D colormap;\n\nvarying float value, kill;\nvarying vec3 worldCoordinate;\nvarying vec2 planeCoordinate;\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\nvarying vec4 vColor;\n\nvoid main() {\n vec3 dataCoordinate = permutation * vec3(uv.xy, height);\n worldCoordinate = objectOffset + dataCoordinate;\n vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\n\n vec4 clipPosition = projection * view * worldPosition;\n clipPosition.z += zOffset;\n\n gl_Position = clipPosition;\n value = f + objectOffset.z;\n kill = -1.0;\n planeCoordinate = uv.zw;\n\n vColor = texture2D(colormap, vec2(value, value));\n\n //Don't do lighting for contours\n surfaceNormal = vec3(1,0,0);\n eyeDirection = vec3(0,1,0);\n lightDirection = vec3(0,0,1);\n}\n"]),l=i(["precision highp float;\n#define GLSLIFY 1\n\nbool outOfRange(float a, float b, float p) {\n return ((p > max(a, b)) || \n (p < min(a, b)));\n}\n\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y));\n}\n\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\n return (outOfRange(a.x, b.x, p.x) ||\n outOfRange(a.y, b.y, p.y) ||\n outOfRange(a.z, b.z, p.z));\n}\n\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\n return outOfRange(a.xyz, b.xyz, p.xyz);\n}\n\nuniform vec2 shape;\nuniform vec3 clipBounds[2];\nuniform float pickId;\n\nvarying float value, kill;\nvarying vec3 worldCoordinate;\nvarying vec2 planeCoordinate;\nvarying vec3 surfaceNormal;\n\nvec2 splitFloat(float v) {\n float vh = 255.0 * v;\n float upper = floor(vh);\n float lower = fract(vh);\n return vec2(upper / 255.0, floor(lower * 16.0) / 16.0);\n}\n\nvoid main() {\n if ((kill > 0.0) ||\n (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) discard;\n\n vec2 ux = splitFloat(planeCoordinate.x / shape.x);\n vec2 uy = splitFloat(planeCoordinate.y / shape.y);\n gl_FragColor = vec4(pickId, ux.x, uy.x, ux.y + (uy.y/16.0));\n}\n"]);r.createShader=function(t){var e=n(t,a,o,null,[{name:"uv",type:"vec4"},{name:"f",type:"vec3"},{name:"normal",type:"vec3"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createPickShader=function(t){var e=n(t,a,l,null,[{name:"uv",type:"vec4"},{name:"f",type:"vec3"},{name:"normal",type:"vec3"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createContourShader=function(t){var e=n(t,s,o,null,[{name:"uv",type:"vec4"},{name:"f",type:"float"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e},r.createPickContourShader=function(t){var e=n(t,s,l,null,[{name:"uv",type:"vec4"},{name:"f",type:"float"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},{"gl-shader":132,glslify:231}],145:[function(t,e,r){"use strict";e.exports=function(t){var e=t.gl,r=y(e),n=b(e),s=x(e),l=_(e),c=i(e),u=a(e,[{buffer:c,size:4,stride:40,offset:0},{buffer:c,size:3,stride:40,offset:16},{buffer:c,size:3,stride:40,offset:28}]),f=i(e),h=a(e,[{buffer:f,size:4,stride:20,offset:0},{buffer:f,size:1,stride:20,offset:16}]),p=i(e),d=a(e,[{buffer:p,size:2,type:e.FLOAT}]),m=o(e,1,256,e.RGBA,e.UNSIGNED_BYTE);m.minFilter=e.LINEAR,m.magFilter=e.LINEAR;var g=new M(e,[0,0],[[0,0,0],[0,0,0]],r,n,c,u,m,s,l,f,h,p,d,[0,0,0]),v={levels:[[],[],[]]};for(var w in t)v[w]=t[w];return v.colormap=v.colormap||"jet",g.update(v),g};var n=t("bit-twiddle"),i=t("gl-buffer"),a=t("gl-vao"),o=t("gl-texture2d"),s=t("typedarray-pool"),l=t("colormap"),c=t("ndarray-ops"),u=t("ndarray-pack"),f=t("ndarray"),h=t("surface-nets"),p=t("gl-mat4/multiply"),d=t("gl-mat4/invert"),m=t("binary-search-bounds"),g=t("ndarray-gradient"),v=t("./lib/shaders"),y=v.createShader,x=v.createContourShader,b=v.createPickShader,_=v.createPickContourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],T=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],k=[[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0]];function A(t,e,r,n,i){this.position=t,this.index=e,this.uv=r,this.level=n,this.dataCoordinate=i}!function(){for(var t=0;t<3;++t){var e=k[t],r=(t+2)%3;e[(t+1)%3+0]=1,e[r+3]=1,e[t+6]=1}}();function M(t,e,r,n,i,a,o,l,c,u,h,p,d,m,g){this.gl=t,this.shape=e,this.bounds=r,this.objectOffset=g,this.intensityBounds=[],this._shader=n,this._pickShader=i,this._coordinateBuffer=a,this._vao=o,this._colorMap=l,this._contourShader=c,this._contourPickShader=u,this._contourBuffer=h,this._contourVAO=p,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new A([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=d,this._dynamicVAO=m,this._dynamicOffsets=[0,0,0],this._dynamicCounts=[0,0,0],this.contourWidth=[1,1,1],this.contourLevels=[[1],[1],[1]],this.contourTint=[0,0,0],this.contourColor=[[.5,.5,.5,1],[.5,.5,.5,1],[.5,.5,.5,1]],this.showContour=!0,this.showSurface=!0,this.enableHighlight=[!0,!0,!0],this.highlightColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.highlightTint=[1,1,1],this.highlightLevel=[-1,-1,-1],this.enableDynamic=[!0,!0,!0],this.dynamicLevel=[NaN,NaN,NaN],this.dynamicColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.dynamicTint=[1,1,1],this.dynamicWidth=[1,1,1],this.axesBounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.surfaceProject=[!1,!1,!1],this.contourProject=[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],this.colorBounds=[!1,!1],this._field=[f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0])],this.pickId=1,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.snapToData=!1,this.pixelRatio=1,this.opacity=1,this.lightPosition=[10,1e4,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.vertexColor=0,this.dirty=!0}var S=M.prototype;S.genColormap=function(t,e){var r=!1,n=u([l({colormap:t,nshades:256,format:"rgba"}).map((function(t,n){var i=e?function(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;rt&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}(n/255,e):t[3];return i<1&&(r=!0),[t[0],t[1],t[2],255*i]}))]);return c.divseq(n,255),this.hasAlphaScale=r,n},S.isTransparent=function(){return this.opacity<1||this.hasAlphaScale},S.isOpaque=function(){return!this.isTransparent()},S.pickSlots=1,S.setPickBase=function(t){this.pickId=t};var E=[0,0,0],L={showSurface:!1,showContour:!1,projections:[w.slice(),w.slice(),w.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]};function C(t,e){var r,n,i,a=e.axes&&e.axes.lastCubeProps.axis||E,o=e.showSurface,s=e.showContour;for(r=0;r<3;++r)for(o=o||e.surfaceProject[r],n=0;n<3;++n)s=s||e.contourProject[r][n];for(r=0;r<3;++r){var l=L.projections[r];for(n=0;n<16;++n)l[n]=0;for(n=0;n<4;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(a[r]>0)][r],p(l,t.model,l);var c=L.clipBounds[r];for(i=0;i<2;++i)for(n=0;n<3;++n)c[i][n]=t.clipBounds[i][n];c[0][r]=-1e8,c[1][r]=1e8}return L.showSurface=o,L.showContour=s,L}var P={model:w,view:w,projection:w,inverseModel:w.slice(),lowerBound:[0,0,0],upperBound:[0,0,0],colorMap:0,clipBounds:[[0,0,0],[0,0,0]],height:0,contourTint:0,contourColor:[0,0,0,1],permutation:[1,0,0,0,1,0,0,0,1],zOffset:-1e-4,objectOffset:[0,0,0],kambient:1,kdiffuse:1,kspecular:1,lightPosition:[1e3,1e3,1e3],eyePosition:[0,0,0],roughness:1,fresnel:1,opacity:1,vertexColor:0},I=w.slice(),O=[1,0,0,0,1,0,0,0,1];function z(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=P;n.model=t.model||w,n.view=t.view||w,n.projection=t.projection||w,n.lowerBound=[this.bounds[0][0],this.bounds[0][1],this.colorBounds[0]||this.bounds[0][2]],n.upperBound=[this.bounds[1][0],this.bounds[1][1],this.colorBounds[1]||this.bounds[1][2]],n.objectOffset=this.objectOffset,n.contourColor=this.contourColor[0],n.inverseModel=d(n.inverseModel,n.model);for(var i=0;i<2;++i)for(var a=n.clipBounds[i],o=0;o<3;++o)a[o]=Math.min(Math.max(this.clipBounds[i][o],-1e8),1e8);n.kambient=this.ambientLight,n.kdiffuse=this.diffuseLight,n.kspecular=this.specularLight,n.roughness=this.roughness,n.fresnel=this.fresnel,n.opacity=this.opacity,n.height=0,n.permutation=O,n.vertexColor=this.vertexColor;var s=I;for(p(s,n.view,n.model),p(s,n.projection,s),d(s,s),i=0;i<3;++i)n.eyePosition[i]=s[12+i]/s[15];var l=s[15];for(i=0;i<3;++i)l+=this.lightPosition[i]*s[4*i+3];for(i=0;i<3;++i){var c=s[12+i];for(o=0;o<3;++o)c+=s[4*o+i]*this.lightPosition[o];n.lightPosition[i]=c/l}var u=C(n,this);if(u.showSurface){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&&this._vertexCount&&this._vao.draw(r.TRIANGLES,this._vertexCount),i=0;i<3;++i)this.surfaceProject[i]&&this.vertexCount&&(this._shader.uniforms.model=u.projections[i],this._shader.uniforms.clipBounds=u.clipBounds[i],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(u.showContour){var f=this._contourShader;n.kambient=1,n.kdiffuse=0,n.kspecular=0,n.opacity=1,f.bind(),f.uniforms=n;var h=this._contourVAO;for(h.bind(),i=0;i<3;++i)for(f.uniforms.permutation=k[i],r.lineWidth(this.contourWidth[i]*this.pixelRatio),o=0;o>4)/16)/255,i=Math.floor(n),a=n-i,o=e[1]*(t.value[1]+(15&t.value[2])/16)/255,s=Math.floor(o),l=o-s;i+=1,s+=1;var c=r.position;c[0]=c[1]=c[2]=0;for(var u=0;u<2;++u)for(var f=u?a:1-a,h=0;h<2;++h)for(var p=i+u,d=s+h,g=f*(h?l:1-l),v=0;v<3;++v)c[v]+=this._field[v].get(p,d)*g;for(var y=this._pickResult.level,x=0;x<3;++x)if(y[x]=m.le(this.contourLevels[x],c[x]),y[x]<0)this.contourLevels[x].length>0&&(y[x]=0);else if(y[x]Math.abs(_-c[x])&&(y[x]+=1)}for(r.index[0]=a<.5?i:i+1,r.index[1]=l<.5?s:s+1,r.uv[0]=n/e[0],r.uv[1]=o/e[1],v=0;v<3;++v)r.dataCoordinate[v]=this._field[v].get(r.index[0],r.index[1]);return r},S.padField=function(t,e){var r=e.shape.slice(),n=t.shape.slice();c.assign(t.lo(1,1).hi(r[0],r[1]),e),c.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),c.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),c.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),c.assign(t.lo(n[0]-1,1).hi(1,r[1]),e.lo(r[0]-1)),t.set(0,0,e.get(0,0)),t.set(0,n[1]-1,e.get(0,r[1]-1)),t.set(n[0]-1,0,e.get(r[0]-1,0)),t.set(n[0]-1,n[1]-1,e.get(r[0]-1,r[1]-1))},S.update=function(t){t=t||{},this.objectOffset=t.objectOffset||this.objectOffset,this.dirty=!0,"contourWidth"in t&&(this.contourWidth=R(t.contourWidth,Number)),"showContour"in t&&(this.showContour=R(t.showContour,Boolean)),"showSurface"in t&&(this.showSurface=!!t.showSurface),"contourTint"in t&&(this.contourTint=R(t.contourTint,Boolean)),"contourColor"in t&&(this.contourColor=B(t.contourColor)),"contourProject"in t&&(this.contourProject=R(t.contourProject,(function(t){return R(t,Boolean)}))),"surfaceProject"in t&&(this.surfaceProject=t.surfaceProject),"dynamicColor"in t&&(this.dynamicColor=B(t.dynamicColor)),"dynamicTint"in t&&(this.dynamicTint=R(t.dynamicTint,Number)),"dynamicWidth"in t&&(this.dynamicWidth=R(t.dynamicWidth,Number)),"opacity"in t&&(this.opacity=t.opacity),"opacityscale"in t&&(this.opacityscale=t.opacityscale),"colorBounds"in t&&(this.colorBounds=t.colorBounds),"vertexColor"in t&&(this.vertexColor=t.vertexColor?1:0),"colormap"in t&&this._colorMap.setPixels(this.genColormap(t.colormap,this.opacityscale));var e=t.field||t.coords&&t.coords[2]||null,r=!1;if(e||(e=this._field[2].shape[0]||this._field[2].shape[2]?this._field[2].lo(1,1).hi(this._field[2].shape[0]-2,this._field[2].shape[1]-2):this._field[2].hi(0,0)),"field"in t||"coords"in t){var i=(e.shape[0]+2)*(e.shape[1]+2);i>this._field[2].data.length&&(s.freeFloat(this._field[2].data),this._field[2].data=s.mallocFloat(n.nextPow2(i))),this._field[2]=f(this._field[2].data,[e.shape[0]+2,e.shape[1]+2]),this.padField(this._field[2],e),this.shape=e.shape.slice();for(var a=this.shape,o=0;o<2;++o)this._field[2].size>this._field[o].data.length&&(s.freeFloat(this._field[o].data),this._field[o].data=s.mallocFloat(this._field[2].size)),this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2]);if(t.coords){var l=t.coords;if(!Array.isArray(l)||3!==l.length)throw new Error("gl-surface: invalid coordinates for x/y");for(o=0;o<2;++o){var c=l[o];for(v=0;v<2;++v)if(c.shape[v]!==a[v])throw new Error("gl-surface: coords have incorrect shape");this.padField(this._field[o],c)}}else if(t.ticks){var u=t.ticks;if(!Array.isArray(u)||2!==u.length)throw new Error("gl-surface: invalid ticks");for(o=0;o<2;++o){var p=u[o];if((Array.isArray(p)||p.length)&&(p=f(p)),p.shape[0]!==a[o])throw new Error("gl-surface: invalid tick length");var d=f(p.data,a);d.stride[o]=p.stride[0],d.stride[1^o]=0,this.padField(this._field[o],d)}}else{for(o=0;o<2;++o){var m=[0,0];m[o]=1,this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2],m,0)}this._field[0].set(0,0,0);for(var v=0;v0){for(var xt=0;xt<5;++xt)Q.pop();U-=1}continue t}Q.push(nt[0],nt[1],ot[0],ot[1],nt[2]),U+=1}}rt.push(U)}this._contourOffsets[$]=et,this._contourCounts[$]=rt}var bt=s.mallocFloat(Q.length);for(o=0;oi||r<0||r>i)throw new Error("gl-texture2d: Invalid texture size");return t._shape=[e,r],t.bind(),n.texImage2D(n.TEXTURE_2D,0,t.format,e,r,0,t.format,t.type,null),t._mipLevels=[0],t}function p(t,e,r,n,i,a){this.gl=t,this.handle=e,this.format=i,this.type=a,this._shape=[r,n],this._mipLevels=[0],this._magFilter=t.NEAREST,this._minFilter=t.NEAREST,this._wrapS=t.CLAMP_TO_EDGE,this._wrapT=t.CLAMP_TO_EDGE,this._anisoSamples=1;var o=this,s=[this._wrapS,this._wrapT];Object.defineProperties(s,[{get:function(){return o._wrapS},set:function(t){return o.wrapS=t}},{get:function(){return o._wrapT},set:function(t){return o.wrapT=t}}]),this._wrapVector=s;var l=[this._shape[0],this._shape[1]];Object.defineProperties(l,[{get:function(){return o._shape[0]},set:function(t){return o.width=t}},{get:function(){return o._shape[1]},set:function(t){return o.height=t}}]),this._shapeVector=l}var d=p.prototype;function m(t,e){return 3===t.length?1===e[2]&&e[1]===t[0]*t[2]&&e[0]===t[2]:1===e[0]&&e[1]===t[0]}function g(t){var e=t.createTexture();return t.bindTexture(t.TEXTURE_2D,e),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_S,t.CLAMP_TO_EDGE),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_T,t.CLAMP_TO_EDGE),e}function v(t,e,r,n,i){var a=t.getParameter(t.MAX_TEXTURE_SIZE);if(e<0||e>a||r<0||r>a)throw new Error("gl-texture2d: Invalid texture shape");if(i===t.FLOAT&&!t.getExtension("OES_texture_float"))throw new Error("gl-texture2d: Floating point textures not supported on this platform");var o=g(t);return t.texImage2D(t.TEXTURE_2D,0,n,e,r,0,n,i,null),new p(t,o,e,r,n,i)}function y(t,e,r,n,i,a){var o=g(t);return t.texImage2D(t.TEXTURE_2D,0,i,i,a,e),new p(t,o,r,n,i,a)}function x(t,e){var r=e.dtype,o=e.shape.slice(),s=t.getParameter(t.MAX_TEXTURE_SIZE);if(o[0]<0||o[0]>s||o[1]<0||o[1]>s)throw new Error("gl-texture2d: Invalid texture size");var l=m(o,e.stride.slice()),c=0;"float32"===r?c=t.FLOAT:"float64"===r?(c=t.FLOAT,l=!1,r="float32"):"uint8"===r?c=t.UNSIGNED_BYTE:(c=t.UNSIGNED_BYTE,l=!1,r="uint8");var u,h,d=0;if(2===o.length)d=t.LUMINANCE,o=[o[0],o[1],1],e=n(e.data,o,[e.stride[0],e.stride[1],1],e.offset);else{if(3!==o.length)throw new Error("gl-texture2d: Invalid shape for texture");if(1===o[2])d=t.ALPHA;else if(2===o[2])d=t.LUMINANCE_ALPHA;else if(3===o[2])d=t.RGB;else{if(4!==o[2])throw new Error("gl-texture2d: Invalid shape for pixel coords");d=t.RGBA}}c!==t.FLOAT||t.getExtension("OES_texture_float")||(c=t.UNSIGNED_BYTE,l=!1);var v=e.size;if(l)u=0===e.offset&&e.data.length===v?e.data:e.data.subarray(e.offset,e.offset+v);else{var y=[o[2],o[2]*o[0],1];h=a.malloc(v,r);var x=n(h,o,y,0);"float32"!==r&&"float64"!==r||c!==t.UNSIGNED_BYTE?i.assign(x,e):f(x,e),u=h.subarray(0,v)}var b=g(t);return t.texImage2D(t.TEXTURE_2D,0,d,o[0],o[1],0,d,c,u),l||a.free(h),new p(t,b,o[0],o[1],d,c)}Object.defineProperties(d,{minFilter:{get:function(){return this._minFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&&o.indexOf(t)>=0&&(e.getExtension("OES_texture_float_linear")||(t=e.NEAREST)),s.indexOf(t)<0)throw new Error("gl-texture2d: Unknown filter mode "+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,t),this._minFilter=t}},magFilter:{get:function(){return this._magFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&&o.indexOf(t)>=0&&(e.getExtension("OES_texture_float_linear")||(t=e.NEAREST)),s.indexOf(t)<0)throw new Error("gl-texture2d: Unknown filter mode "+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,t),this._magFilter=t}},mipSamples:{get:function(){return this._anisoSamples},set:function(t){var e=this._anisoSamples;if(this._anisoSamples=0|Math.max(t,1),e!==this._anisoSamples){var r=this.gl.getExtension("EXT_texture_filter_anisotropic");r&&this.gl.texParameterf(this.gl.TEXTURE_2D,r.TEXTURE_MAX_ANISOTROPY_EXT,this._anisoSamples)}return this._anisoSamples}},wrapS:{get:function(){return this._wrapS},set:function(t){if(this.bind(),l.indexOf(t)<0)throw new Error("gl-texture2d: Unknown wrap mode "+t);return this.gl.texParameteri(this.gl.TEXTURE_2D,this.gl.TEXTURE_WRAP_S,t),this._wrapS=t}},wrapT:{get:function(){return this._wrapT},set:function(t){if(this.bind(),l.indexOf(t)<0)throw new Error("gl-texture2d: Unknown wrap mode "+t);return this.gl.texParameteri(this.gl.TEXTURE_2D,this.gl.TEXTURE_WRAP_T,t),this._wrapT=t}},wrap:{get:function(){return this._wrapVector},set:function(t){if(Array.isArray(t)||(t=[t,t]),2!==t.length)throw new Error("gl-texture2d: Must specify wrap mode for rows and columns");for(var e=0;e<2;++e)if(l.indexOf(t[e])<0)throw new Error("gl-texture2d: Unknown wrap mode "+t);this._wrapS=t[0],this._wrapT=t[1];var r=this.gl;return this.bind(),r.texParameteri(r.TEXTURE_2D,r.TEXTURE_WRAP_S,this._wrapS),r.texParameteri(r.TEXTURE_2D,r.TEXTURE_WRAP_T,this._wrapT),t}},shape:{get:function(){return this._shapeVector},set:function(t){if(Array.isArray(t)){if(2!==t.length)throw new Error("gl-texture2d: Invalid texture shape")}else t=[0|t,0|t];return h(this,0|t[0],0|t[1]),[0|t[0],0|t[1]]}},width:{get:function(){return this._shape[0]},set:function(t){return h(this,t|=0,this._shape[1]),t}},height:{get:function(){return this._shape[1]},set:function(t){return t|=0,h(this,this._shape[0],t),t}}}),d.bind=function(t){var e=this.gl;return void 0!==t&&e.activeTexture(e.TEXTURE0+(0|t)),e.bindTexture(e.TEXTURE_2D,this.handle),void 0!==t?0|t:e.getParameter(e.ACTIVE_TEXTURE)-e.TEXTURE0},d.dispose=function(){this.gl.deleteTexture(this.handle)},d.generateMipmap=function(){this.bind(),this.gl.generateMipmap(this.gl.TEXTURE_2D);for(var t=Math.min(this._shape[0],this._shape[1]),e=0;t>0;++e,t>>>=1)this._mipLevels.indexOf(e)<0&&this._mipLevels.push(e)},d.setPixels=function(t,e,r,o){var s=this.gl;this.bind(),Array.isArray(e)?(o=r,r=0|e[1],e=0|e[0]):(e=e||0,r=r||0),o=o||0;var l=u(t)?t:t.raw;if(l){this._mipLevels.indexOf(o)<0?(s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,this.type,l),this._mipLevels.push(o)):s.texSubImage2D(s.TEXTURE_2D,o,e,r,this.format,this.type,l)}else{if(!(t.shape&&t.stride&&t.data))throw new Error("gl-texture2d: Unsupported data type");if(t.shape.length<2||e+t.shape[1]>this._shape[1]>>>o||r+t.shape[0]>this._shape[0]>>>o||e<0||r<0)throw new Error("gl-texture2d: Texture dimensions are out of bounds");!function(t,e,r,o,s,l,c,u){var h=u.dtype,p=u.shape.slice();if(p.length<2||p.length>3)throw new Error("gl-texture2d: Invalid ndarray, must be 2d or 3d");var d=0,g=0,v=m(p,u.stride.slice());"float32"===h?d=t.FLOAT:"float64"===h?(d=t.FLOAT,v=!1,h="float32"):"uint8"===h?d=t.UNSIGNED_BYTE:(d=t.UNSIGNED_BYTE,v=!1,h="uint8");if(2===p.length)g=t.LUMINANCE,p=[p[0],p[1],1],u=n(u.data,p,[u.stride[0],u.stride[1],1],u.offset);else{if(3!==p.length)throw new Error("gl-texture2d: Invalid shape for texture");if(1===p[2])g=t.ALPHA;else if(2===p[2])g=t.LUMINANCE_ALPHA;else if(3===p[2])g=t.RGB;else{if(4!==p[2])throw new Error("gl-texture2d: Invalid shape for pixel coords");g=t.RGBA}p[2]}g!==t.LUMINANCE&&g!==t.ALPHA||s!==t.LUMINANCE&&s!==t.ALPHA||(g=s);if(g!==s)throw new Error("gl-texture2d: Incompatible texture format for setPixels");var 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p=h.prototype;p.setDistanceLimits=function(t,e){t=t>0?Math.log(t):-1/0,e=e>0?Math.log(e):1/0,e=Math.max(e,t),this.radius.bounds[0][0]=t,this.radius.bounds[1][0]=e},p.getDistanceLimits=function(t){var e=this.radius.bounds[0];return t?(t[0]=Math.exp(e[0][0]),t[1]=Math.exp(e[1][0]),t):[Math.exp(e[0][0]),Math.exp(e[1][0])]},p.recalcMatrix=function(t){this.center.curve(t),this.up.curve(t),this.right.curve(t),this.radius.curve(t),this.angle.curve(t);for(var e=this.computedUp,r=this.computedRight,n=0,i=0,a=0;a<3;++a)i+=e[a]*r[a],n+=e[a]*e[a];var l=Math.sqrt(n),u=0;for(a=0;a<3;++a)r[a]-=e[a]*i/n,u+=r[a]*r[a],e[a]/=l;var f=Math.sqrt(u);for(a=0;a<3;++a)r[a]/=f;var h=this.computedToward;o(h,e,r),s(h,h);var p=Math.exp(this.computedRadius[0]),d=this.computedAngle[0],m=this.computedAngle[1],g=Math.cos(d),v=Math.sin(d),y=Math.cos(m),x=Math.sin(m),b=this.computedCenter,_=g*y,w=v*y,T=x,k=-g*x,A=-v*x,M=y,S=this.computedEye,E=this.computedMatrix;for(a=0;a<3;++a){var L=_*r[a]+w*h[a]+T*e[a];E[4*a+1]=k*r[a]+A*h[a]+M*e[a],E[4*a+2]=L,E[4*a+3]=0}var C=E[1],P=E[5],I=E[9],O=E[2],z=E[6],D=E[10],R=P*D-I*z,F=I*O-C*D,B=C*z-P*O,N=c(R,F,B);R/=N,F/=N,B/=N,E[0]=R,E[4]=F,E[8]=B;for(a=0;a<3;++a)S[a]=b[a]+E[2+4*a]*p;for(a=0;a<3;++a){u=0;for(var j=0;j<3;++j)u+=E[a+4*j]*S[j];E[12+a]=-u}E[15]=1},p.getMatrix=function(t,e){this.recalcMatrix(t);var r=this.computedMatrix;if(e){for(var n=0;n<16;++n)e[n]=r[n];return e}return r};var d=[0,0,0];p.rotate=function(t,e,r,n){if(this.angle.move(t,e,r),n){this.recalcMatrix(t);var i=this.computedMatrix;d[0]=i[2],d[1]=i[6],d[2]=i[10];for(var o=this.computedUp,s=this.computedRight,l=this.computedToward,c=0;c<3;++c)i[4*c]=o[c],i[4*c+1]=s[c],i[4*c+2]=l[c];a(i,i,n,d);for(c=0;c<3;++c)o[c]=i[4*c],s[c]=i[4*c+1];this.up.set(t,o[0],o[1],o[2]),this.right.set(t,s[0],s[1],s[2])}},p.pan=function(t,e,r,n){e=e||0,r=r||0,n=n||0,this.recalcMatrix(t);var 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    -
    -

    2.2.1.3 Linux

    +
    +

    2.3.1.3 Linux

    @@ -1006,7 +1097,7 @@

    Иллюстрация 2.3), если вы только начинаете знакомство с Linux и у вас возникли какие-то проблемы при установке.

    +

    Ниже есть пример установки R на Linux (Ubuntu) (Иллюстрация 2.5), если вы только начинаете знакомство с Linux и у вас возникли какие-то проблемы при установке.

    Если вы пользователь Linux, значит R вы, вероятно, ставите через Terminal. Например, с помощью такой команды:

    sudo apt install r-base-dev

    Скорее всего, всё пройдет хорошо, и базовый R будет работать. Проблемки могут случиться чуть дальше, когда мы будем ставить дополнительные пакеты, в которых будет идти основная наша работа — R может не найти некоторые системные пакеты. Такая проблема возникла у меня возникла (на Ubuntu 22.04) — помогла команда ниже:

    @@ -1018,18 +1109,18 @@

    -Иллюстрация 2.3: Установка R на Linux (на примере Ubuntu ВЕРСИЯ) +Иллюстрация 2.5: Установка R на Linux (на примере Ubuntu ВЕРСИЯ)

    -
    -

    2.2.2 Установка RStudio

    +
    +

    2.3.2 Установка RStudio

    -

    Казалось бы, мы поставили R, и можно было бы на этом закончить. И это, в общем-то, правда — можно работать и просто в R. Однако для упрощения и увеличения приятности работы стоит установить RStudio2. Установочные файлы лежат тут. На всякий случай, прикреплены примеры установки RStudio для Win, macOS и Linux (Иллюстрация 2.4).

    +

    Казалось бы, мы поставили R, и можно было бы на этом закончить. И это, в общем-то, правда — можно работать и просто в R. Однако для упрощения и увеличения приятности работы стоит установить RStudio6. Установочные файлы лежат тут. На всякий случай, прикреплены примеры установки RStudio для Win, macOS и Linux (Иллюстрация 2.6).

    RStudio — это интегрированная среда разработки (IDE) (подробнее см. тут). Она расширяет возможности R, предоставляет более юзабельный интерфейс для взаимодействия с языком и в целом делает работу с R радостной и приятной.

    RStudio это не единственная среда для работы с R, но определенно самая удобная и популярная, поэтому мы будем пользоваться именно ею. RStudio является IDE, разработанной специально для работы в R, однако это вовсе не значит, что в ней нельзя использовать другие языки программирования. Например, книжка, которуя вы сейчас читаете, написана с использованием R, Python, HTML, SASS, JavaScript, YAML и других языков — при этом вся работа велась в RStudio. Вот такая мощная вещь.

    @@ -1038,12 +1129,12 @@

    -Иллюстрация 2.4: Установка RStudio на основные операционные системы +Иллюстрация 2.6: Установка RStudio на основные операционные системы
    -
    -

    2.2.2.1 Что такое IDE?

    +
    +

    2.3.2.1 Что такое IDE?

    @@ -1051,51 +1142,71 @@

    Обычно IDE содержит несколько ключевых компонентов:

    • текстовый редактор для написания скриптов
      • -
    • транслятор языка
      • +
    • транслятор языка
    • отладчик (debugger)
    • средства автоматизации сборки (build automation tools)

    Обычно IDE позволяют работать с несколькими языками программирования, но бывают и специализированные.

    -

    И хотя всё ещё присутствует холивар относительного того, является ли R языком программирования (ССЫЛКА), RStudio однозначно можно назвать полноценной IDE, так как разработка в ней вполне может вестить. Пример продукта разработки прямо перед вами — книжка, которую вы сейчас читаете.

    +

    И хотя всё ещё присутствует холивар относительного того, является ли R языком программирования, который отмечался в сносках, RStudio однозначно можно назвать полноценной IDE, так как разработка в ней вполне может вестить. Пример продукта разработки прямо перед вами — книжка, которую вы сейчас читаете.

    -
    -

    2.2.3 Posit Cloud

    +
    +

    2.3.3 Posit Cloud

    В подавлающем большинстве случаев работа в R происходит на десктопной версии. Однако это не единственный вариант. Например, если вам нужно резко, быстро и несложно обработать небольшие данные, а вы в отпуске без своего любимого персонального компа, можно поработать в облачной версии RStudio — Posit Cloud.

    -

    В Posit Cloud используются RStudio Projects3, интерфейс полностью совпадает с десктопной версией RStudio, доступны дополнительные пакеты. Однако объем доступной оперативной памяти существенно ограничен, что, безусловно, может создать существенные сложности. Тем не менее, такой вариант работы вполне можно рассмотреть в каких-то ограниченных условиях.

    +

    В Posit Cloud используются RStudio Projects7, интерфейс полностью совпадает с десктопной версией RStudio, доступны дополнительные пакеты. Однако объем доступной оперативной памяти существенно ограничен, что, безусловно, может создать существенные сложности. Тем не менее, такой вариант работы вполне можно рассмотреть в каких-то ограниченных условиях.

    -
    -

    2.3 Интерфейс R

    +
    +

    2.4 Интерфейс R

    +
    +
    +
    +
    + +
    +
    +Иллюстрация 2.7: Интерфейс R +
    +
    -
    -

    2.4 Интерфейс RStudio

    +
    +

    2.5 Интерфейс RStudio

    +
    +
    +
    +
    + +
    +
    +Иллюстрация 2.8: Интерфейс RStudio +
    +
    -
    -

    2.5 Работа в консоли

    +
    +

    2.6 Работа в консоли

    -
    -

    2.6 Работа в скрипте

    +
    +

    2.7 Работа в скрипте

    -
    -

    2.7 Цитирование R

    +
    +

    2.8 Цитирование R

    @@ -1125,7 +1236,7 @@

    -

    В аутпуте есть вариант ссылки в форматах APA и BibTeх. Второй вам пригодится, если вы пишете отчеты в \(\LaTeX\) или R Markdown и Quarto, первый — в других случаях. Если вы копируете APA-цитату в текстовый редактор, добавьте курсивное форматирование на текст, заключенный между андерскорами (нижними подчеркиваниями4, _) , а сами андерскоры удалите5.

    +

    В аутпуте есть вариант ссылки в форматах APA и BibTeх. Второй вам пригодится, если вы пишете отчеты в \(\LaTeX\) или R Markdown и Quarto, первый — в других случаях. Если вы копируете APA-цитату в текстовый редактор, добавьте курсивное форматирование на текст, заключенный между андерскорами (нижними подчеркиваниями8, _) , а сами андерскоры удалите9.

    Хорошим тоном будет сослаться и на RStudio (Posit team, 2024):

    RStudio.Version()
    @@ -1160,11 +1271,14 @@

    -
    -

    2.8 Обновления

    +
    +

    2.9 Обновления

    +
    + +
    -
    -

    2.9 Работа в R из командной строки

    +
    +

    2.10 Работа в R из командной строки

    @@ -1191,11 +1305,27 @@
    Session Info
    attached base packages: [1] stats graphics grDevices utils datasets methods base +other attached packages: + [1] leaflet_2.2.2 rvest_1.0.4 lubridate_1.9.3 forcats_1.0.0 + [5] stringr_1.5.1 dplyr_1.1.4 purrr_1.0.2 readr_2.1.5 + [9] tidyr_1.3.1 tibble_3.2.1 ggplot2_3.5.1 tidyverse_2.0.0 + loaded via a namespace (and not attached): - [1] htmlwidgets_1.6.4 compiler_4.3.2 fastmap_1.1.1 cli_3.6.2 - [5] tools_4.3.2 htmltools_0.5.8.1 rstudioapi_0.16.0 rmarkdown_2.26 - [9] knitr_1.45 jsonlite_1.8.8 xfun_0.43 digest_0.6.35 -[13] rlang_1.1.3 evaluate_0.23 + [1] utf8_1.2.4 generics_0.1.3 xml2_1.3.6 + [4] stringi_1.8.4 hms_1.1.3 digest_0.6.35 + [7] magrittr_2.0.3 evaluate_0.23 grid_4.3.2 +[10] timechange_0.3.0 fastmap_1.1.1 jsonlite_1.8.8 +[13] httr_1.4.7 fansi_1.0.6 crosstalk_1.2.1 +[16] scales_1.3.0 jquerylib_0.1.4 cli_3.6.2 +[19] rlang_1.1.3 munsell_0.5.1 withr_3.0.0 +[22] yaml_2.3.8 tools_4.3.2 tzdb_0.4.0 +[25] colorspace_2.1-0 curl_5.2.1 vctrs_0.6.5 +[28] R6_2.5.1 lifecycle_1.0.4 leaflet.providers_2.0.0 +[31] htmlwidgets_1.6.4 pkgconfig_2.0.3 pillar_1.9.0 +[34] gtable_0.3.5 glue_1.7.0 xfun_0.43 +[37] tidyselect_1.2.1 rstudioapi_0.16.0 knitr_1.45 +[40] farver_2.1.1 htmltools_0.5.8.1 rmarkdown_2.26 +[43] labeling_0.4.3 compiler_4.3.2     @@ -1207,17 +1337,24 @@
    Session Info
    R Core Team. (2023). R: A language and environment for statistical computing. R Foundation for Statistical Computing. https://www.R-project.org/
    +
    +Ross, Ihaka. (2022, December 27). The r project: A brief history and thoughts about the future. The University of Auckland. https://web.archive.org/web/20221228043824/https://www.stat.auckland.ac.nz/~ihaka/downloads/Otago.pdf +
      -

    1. На случай, если новое поколение утратило связь с культурным прошлым, а старое поколение желает, чтобы ему подсвело олдскулы — источник.↩︎

      2. -

    2. По пути надо ещё не перепутать её с R-Studio, которая восстанавливает данные с диска. Критическое сходство названий двух программ обязывает к повышенной внимательности при написании работ/статей/отчётов/заявок на гранты, в которых вы упоминаете RStudio — иногда рецензенты весьма недоумевают, как исследователи анализировали данные с помощью ПО для восстановления данных. Хотя это может звучать несколько странно, такой случай имел место быть в реальности…↩︎

      3. -

    3. Их мы будем обсуждать в разделе о работе с данными.↩︎

      4. -

    4. Согласно правилам современного русского литературного языка, термин «нижнее подчеркивание» является плеоназмом, так как любое подчеркивание выполняется снизу. Однако такой термин используется наряду с терминами подчерк и underscore, поэтому использую его и я.↩︎

      5. -

    5. Такой синтаксис используется в Markdown — в частности, R Markdown.↩︎

      6. +

    6. Хотя относительного этого утверждения есть и другие мнения (см. тред, пост и пост).↩︎

      7. +

    7. Подробнее см. приложение.↩︎

      8. +

    8. Но глубоко внутри — объектно-ориентированным.↩︎

      9. +

    9. Подробнее в том же приложении.↩︎

      10. +

    10. На случай, если новое поколение утратило связь с культурным прошлым, а старое поколение желает, чтобы ему подсвело олдскулы — источник.↩︎

      11. +

    11. По пути надо ещё не перепутать её с R-Studio, которая восстанавливает данные с диска. Критическое сходство названий двух программ обязывает к повышенной внимательности при написании работ/статей/отчётов/заявок на гранты, в которых вы упоминаете RStudio — иногда рецензенты весьма недоумевают, как исследователи анализировали данные с помощью ПО для восстановления данных. Хотя это может звучать несколько странно, такой случай имел место быть в реальности…↩︎

      12. +

    12. Их мы будем обсуждать в разделе о работе с данными.↩︎

      13. +

    13. Согласно правилам современного русского литературного языка, термин «нижнее подчеркивание» является плеоназмом, так как любое подчеркивание выполняется снизу. Однако такой термин используется наряду с терминами подчерк и underscore, поэтому использую его и я.↩︎

      14. +

    14. Такой синтаксис используется в Markdown — в частности, R Markdown.↩︎

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    Источники

    R Core Team. (2023). R: A language and environment for statistical computing. R Foundation for Statistical Computing. https://www.R-project.org/ +
    +Ross, Ihaka. (2022, December 27). The r project: A brief history and +thoughts about the future. The University of Auckland. https://web.archive.org/web/20221228043824/https://www.stat.auckland.ac.nz/~ihaka/downloads/Otago.pdf +
    diff --git a/docs/dpl/search.json b/docs/dpl/search.json index 90fe7fc..7b19dec 100644 --- a/docs/dpl/search.json +++ b/docs/dpl/search.json @@ -65,227 +65,227 @@ "href": "debug_chapter.html#заголовок-раздела-1", "title": "1  Глава книги [отладка]", "section": "1.2 Заголовок раздела", - "text": "1.2 Заголовок раздела\n\n\n\nНе следует, однако забывать, что новая модель организационной деятельности обеспечивает широкому кругу (специалистов) участие в формировании направлений прогрессивного развития. Повседневная практика показывает, что дальнейшее развитие различных форм деятельности влечет за собой процесс внедрения и модернизации дальнейших направлений развития.\n\n## подключаем самую лучшую библиотеку\nlibrary(tidyverse)\n\n── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──\n✔ dplyr 1.1.4 ✔ readr 2.1.5\n✔ forcats 1.0.0 ✔ stringr 1.5.1\n✔ ggplot2 3.5.1 ✔ tibble 3.2.1\n✔ lubridate 1.9.3 ✔ tidyr 1.3.1\n✔ purrr 1.0.2 \n── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──\n✖ dplyr::filter() masks stats::filter()\n✖ dplyr::lag() masks stats::lag()\nℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors\n\ntheme_set(theme_bw()) ## устанавливаем тему\n\nhead(diamonds)\n\n# A tibble: 6 × 10\n carat cut color clarity depth table price x y z\n <dbl> <ord> <ord> <ord> <dbl> <dbl> <int> <dbl> <dbl> <dbl>\n1 0.23 Ideal E SI2 61.5 55 326 3.95 3.98 2.43\n2 0.21 Premium E SI1 59.8 61 326 3.89 3.84 2.31\n3 0.23 Good E VS1 56.9 65 327 4.05 4.07 2.31\n4 0.29 Premium I VS2 62.4 58 334 4.2 4.23 2.63\n5 0.31 Good J SI2 63.3 58 335 4.34 4.35 2.75\n6 0.24 Very Good J VVS2 62.8 57 336 3.94 3.96 2.48\n\n\n\n1.2.1 Заголовок подраздела\n\n\n\nРавным образом постоянный количественный рост и сфера нашей активности представляет собой интересный эксперимент проверки форм развития. Таким образом сложившаяся структура организации играет важную роль в формировании соответствующий условий активизации. Не следует, однако забывать, что новая модель организационной деятельности позволяет оценить значение модели развития. Разнообразный и богатый опыт реализация намеченных плановых заданий требуют от нас анализа направлений прогрессивного развития.\nС другой стороны реализация намеченных плановых заданий представляет собой интересный эксперимент проверки направлений прогрессивного развития. С другой стороны сложившаяся структура организации способствует подготовки и реализации направлений прогрессивного развития. Задача организации, в особенности же начало повседневной работы по формированию позиции позволяет выполнять важные задания по разработке новых предложений. Идейные соображения высшего порядка, а также рамки и место обучения кадров требуют определения и уточнения систем массового участия. Не следует, однако забывать, что постоянный количественный рост и сфера нашей активности играет важную роль в формировании дальнейших направлений развития. Товарищи! реализация намеченных плановых заданий позволяет оценить значение форм развития (Иллюстрация 1.1).\n\n<breakfast_menu>\n <food>\n <name>Belgian Waffles</name>\n <price>$5.95</price>\n <description>Two of our famous Belgian Waffles with plenty of real maple syrup</description>\n <calories>650</calories>\n </food>\n <food>\n <name>Strawberry Belgian Waffles</name>\n <price>$7.95</price>\n <description>Light Belgian waffles covered with strawberries and whipped cream</description>\n <calories>900</calories>\n </food>\n <food>\n <name>Berry-Berry Belgian Waffles</name>\n <price>$8.95</price>\n <description>Light Belgian waffles covered with an assortment of fresh berries and whipped cream</description>\n <calories>900</calories>\n </food>\n <food>\n <name>French Toast</name>\n <price>$4.50</price>\n <description>Thick slices made from our homemade sourdough bread</description>\n <calories>600</calories>\n </food>\n <food>\n <name>Homestyle Breakfast</name>\n <price>$6.95</price>\n <description>Two eggs, bacon or sausage, toast, and our ever-popular hash browns</description>\n <calories>950</calories>\n </food>\n</breakfast_menu>\n\n\n\n\nКод 1.1: Пример файла JSON.\n\n\n\n{\n \"glossary\": {\n \"title\": \"example glossary\",\n \"GlossDiv\": {\n \"title\": \"S\",\n \"GlossList\": {\n \"GlossEntry\": {\n \"ID\": \"SGML\",\n \"SortAs\": \"SGML\",\n \"GlossTerm\": \"Standard Generalized Markup Language\",\n \"Acronym\": \"SGML\",\n \"Abbrev\": \"ISO 8879:1986\",\n \"GlossDef\": {\n \"para\": \"A meta-markup language, used to create markup languages such as DocBook.\",\n \"GlossSeeAlso\": [\"GML\", \"XML\"]\n },\n \"GlossSee\": \"markup\"\n }\n }\n }\n }\n}\n\n\n\n\nКод 1.1\n\n\n\nКод 1.2: Пример цикла for\n\n\n\nds <- tibble()\n\nfor (i in 1:100) {\n if (i %% 2 == 1) {\n read_csv(files[i]) %>% \n bind_rows(ds) -> ds\n } else {\n print('a')\n stop()\n }\n}\n\n\n\n\nКод 1.2\n\n\n\nКод 1.3: Аннотированный чанк.\n\n\n\n## большой код для аггрегации\n\n1diamonds %>%\n2 summarise(mean_price_cut = mean(price),\n sd_price_cut = sd(price),\n .by = cut) %>% \n3 right_join(diamonds, join_by(cut)) %>%\n4 mutate(price_group = ifelse(price > mean_price_cut + sd_price_cut, \"expensive\",\n ifelse(price < mean_price_cut - sd_price_cut, \"cheap\",\n \"average\")))\n\n\n1\n\nБерем датасет diamonds, что нарисовать график про бриллианты\n\n2\n\nРассчитываем базовые описательные статистики\n\n3\n\nОбъединяем агрегированные данные с исходными\n\n4\n\nРазделяем наблюдения на группы\n\n\n\n\n# A tibble: 53,940 × 13\n cut mean_price_cut sd_price_cut carat color clarity depth table price x\n <ord> <dbl> <dbl> <dbl> <ord> <ord> <dbl> <dbl> <int> <dbl>\n 1 Ideal 3458. 3808. 0.23 E SI2 61.5 55 326 3.95\n 2 Ideal 3458. 3808. 0.23 J VS1 62.8 56 340 3.93\n 3 Ideal 3458. 3808. 0.31 J SI2 62.2 54 344 4.35\n 4 Ideal 3458. 3808. 0.3 I SI2 62 54 348 4.31\n 5 Ideal 3458. 3808. 0.33 I SI2 61.8 55 403 4.49\n 6 Ideal 3458. 3808. 0.33 I SI2 61.2 56 403 4.49\n 7 Ideal 3458. 3808. 0.33 J SI1 61.1 56 403 4.49\n 8 Ideal 3458. 3808. 0.23 G VS1 61.9 54 404 3.93\n 9 Ideal 3458. 3808. 0.32 I SI1 60.9 55 404 4.45\n10 Ideal 3458. 3808. 0.3 I SI2 61 59 405 4.3 \n# ℹ 53,930 more rows\n# ℹ 3 more variables: y <dbl>, z <dbl>, price_group <chr>\n\n\n\n\n\n\n## большой код для графика\n\n1diamonds %>%\n2 summarise(mean_price_cut = mean(price),\n sd_price_cut = sd(price),\n .by = cut) %>% \n3 right_join(diamonds, join_by(cut)) %>%\n4 mutate(price_group = ifelse(price > mean_price_cut + sd_price_cut, \"expensive\",\n ifelse(price < mean_price_cut - sd_price_cut, \"cheap\",\n \"average\"))) %>% \n5 ggplot(aes(clarity, price,\n shape = price_group, color = color)) +\n stat_summary(geom = \"pointrange\", \n fun.data = mean_cl_boot,\n position = position_dodge(.3)) +\n scale_shape_manual(values = c(21, 22, 23)) +\n theme(legend.position = \"bottom\")\n\n\n1\n\nБерем датасет diamonds, что нарисовать график про бриллианты\n\n2\n\nРассчитываем базовые описательные статистики\n\n3\n\nОбъединяем агрегированные данные с исходными\n\n4\n\nРазделяем наблюдения на группы\n\n5\n\nНачинаем рисовать\n\n\n\n\n\n\n\n\n\n\nИллюстрация 1.1: Это картинка, нарисованная большим кодом\n\n\n\n\n\n\n\n\nТаблица 1.1: Это knitr-таблица\n\n\n\n\n\n\n\nA\nB\n\n\n\n\n1\nakjsfv\n\n\n2\nakejrhvae\n\n\n3\nkvuhaefrv\n\n\n\n\n\n\n\n\n\n\n\nТаблица 1.2: Это обычная таблица\n\n\n\n\n\nA\nB\nC\nD\n\n\n\n\n1\nabc\nда\n\\(\\sin (2)\\)\n\n\n2\ndef\nнет\n\\(\\sqrt {4+2i}\\)\n\n\n3\nghi\nда\n\\(e^{i\\pi} + 1 = 0\\)\n\n\n\n\n\n\nРавным образом постоянный количественный рост и сфера нашей активности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям. Значимость этих проблем настолько очевидна, что дальнейшее развитие различных форм деятельности требуют определения и уточнения дальнейших направлений развития.\nСсылка на knirt-таблицу (Таблица 1.1). Ссылка на нормальную таблицу (Таблица 1.2).\n\n1.2.1.1 Заголовок 4 уровня\n\n\n\n\n\n\n\n\n\nflowchart LR\n A(Step 1) --> B(Step 2)\n B --> C(Step 3)\n C --> D(Step 4)\n D --> E(Step 5)\n E --> A\n\n\n\n\nИллюстрация 1.2: Это схема из Mermaid\n\n\n\n\n\n\n\n\n\n\n\nЗаголовок заметки\n\n\n\nЗдесь схема из Mermaid (Иллюстрация 1.2).\nЗначимость этих проблем настолько очевидна, что рамки и место обучения кадров позволяет выполнять важные задания по разработке систем массового участия. Равным образом постоянный количественный рост и сфера нашей активности требуют от нас анализа форм развития. Равным образом постоянный количественный рост и сфера нашей активности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям. Значимость этих проблем настолько очевидна, что дальнейшее развитие различных форм деятельности требуют определения и уточнения дальнейших направлений развития.\n\n\n\n\n\n\n\n\nЗаголовок лайфхака\n\n\n\nЗначимость этих проблем настолько очевидна, что рамки и место обучения кадров позволяет выполнять важные задания по разработке систем массового участия.\n\n\n\n\n\n\n\n\nЗаголовок предупреждения\n\n\n\nЗначимость этих проблем настолько очевидна, что рамки и место обучения кадров позволяет выполнять важные задания по разработке систем массового участия. Равным образом постоянный количественный рост и сфера нашей активности требуют от нас анализа форм развития.\n\n\n\n\n\n\n\n\nЗаголовок важности\n\n\n\nЗначимость этих проблем настолько очевидна, что рамки и место обучения кадров позволяет выполнять важные задания по разработке систем массового участия.\n\n\n\n\n\n\n\n\nЗаголовок предупреждения\n\n\n\n\n\nЗначимость этих проблем настолько очевидна, что рамки и место обучения кадров позволяет выполнять важные задания по разработке систем массового участия. Равным образом постоянный количественный рост и сфера нашей активности требуют от нас анализа форм развития. Равным образом постоянный количественный рост и сфера нашей активности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям. Значимость этих проблем настолько очевидна, что дальнейшее развитие различных форм деятельности требуют определения и уточнения дальнейших направлений развития.\n\n\n\n\n1.2.1.1.1 Заголовок 5 уровня with code\nА тут вставляется картинка (Иллюстрация 1.3):\n\n\n\n\n\n\nИллюстрация 1.3: Превью репозитория\n\n\n\nОбъединяющие джойны (Иллюстрация 1.4):\n\nлевый джойн (Иллюстрация 1.4 (a))\nправый джойн (Иллюстрация 1.4 (b))\nполный джойн (Иллюстрация 1.4 (c))\nвнутренний джойн (Иллюстрация 1.4 (d)).\n\n\n\n\n\n\n\n\n\n\n\n\n(a) left_join(x, y)\n\n\n\n\n\n\n\n\n\n\n\n(b) right_join(x, y)\n\n\n\n\n\n\n\n\n\n\n\n\n\n(c) full_join(x, y)\n\n\n\n\n\n\n\n\n\n\n\n(d) inner_join(x, y)\n\n\n\n\n\n\n\nИллюстрация 1.4: Объединяющие джойны\n\n\n\n\n\n\n1.2.1.2 Заголовок 4 уровня with code\nСогласно Теорема 1.1:\n\nТеорема 1.1 Среднее арифметическое является несмещенной оценкой математического ожидания.\n\n\nДоказательство. \\[\nX_1, X_2, \\dots , X_n \\overset{\\text{i.i.d.}}{\\thicksim} (\\mu, \\sigma^2)\n\\]\n\\[\n\\hat \\mu = \\frac{1}{m}\\sum_{j=1}^m x_j = \\bar X\n\\]\n\\[\n\\mathbb{E}(\\hat \\mu) = \\mathbb{E}(\\bar X) \\overset{?}{=} \\mu\n\\]\n\\[\n\\begin{split}\n\\mathbb{E}(\\bar X) &= \\\\\n&= \\mathbb{E}\\big (\\frac{1}{n} \\sum_{i=1}^n X_i \\big ) = \\\\\n&= \\frac{1}{n} \\mathbb{E}\\Big( \\sum_{i=1}^n X_i \\Big) = \\\\\n&= \\frac{1}{n} \\sum_{i=1}^n \\mathbb{E}X_i \\overset{X_i \\overset{\\text{i.i.d.}}{\\sim} (\\mu, \\sigma^2)}{=} \\frac{1}{n} \\cdot n \\cdot \\mathbb{E}X = \\\\\n& = \\frac{n}{n} \\cdot \\mu = \\mu\n\\end{split}\n\\]\n\n\nЛемма 1.1 Это лемма.\n\n\nСледствие 1.1 Это следствие.\n\n\nУтверждение 1.1 Это утверждение.\n\n\nПредположение 1.1 Это conjecutre.\n\n\nОпределение 1.1 Это определение.\n\n\nПример 1.1 Это пример.\n\n\nЗадание 1.1 Это задание.\n\n\nРешение. Это решение.\n\n\nЗамечание. Это замечание.\n\n\n1.2.1.2.1 Заголовок 5 уровня\nЭто уравнение прямой (Уравнение 1.1):\n\\[\ny = kx + b\n\\tag{1.1}\\]\n\n1.2.1.2.1.1 Совсем мелкий заголовок\n\n\n\n\n\n\n\n\nИллюстрация 1.5: Тут родился R\n\n\n\n\nТут (Иллюстрация 1.6) видео, на которое ссылка как на рисунок.\n\n\n\n\n\n\nИллюстрация 1.6: Разбор третьей домашки\n\n\n\nВыше была карта (Иллюстрация 1.5) с местом рождения R.", + "text": "1.2 Заголовок раздела\n\n\n\nНе следует, однако забывать, что новая модель организационной деятельности обеспечивает широкому кругу (специалистов) участие в формировании направлений прогрессивного развития. Повседневная практика показывает, что дальнейшее развитие различных форм деятельности влечет за собой процесс внедрения и модернизации дальнейших направлений развития.\n\n## подключаем самую лучшую библиотеку\nlibrary(tidyverse)\n\n── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──\n✔ dplyr 1.1.4 ✔ readr 2.1.5\n✔ forcats 1.0.0 ✔ stringr 1.5.1\n✔ ggplot2 3.5.1 ✔ tibble 3.2.1\n✔ lubridate 1.9.3 ✔ tidyr 1.3.1\n✔ purrr 1.0.2 \n── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──\n✖ dplyr::filter() masks stats::filter()\n✖ dplyr::lag() masks stats::lag()\nℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors\n\ntheme_set(theme_bw()) ## устанавливаем тему\n\nhead(diamonds)\n\n# A tibble: 6 × 10\n carat cut color clarity depth table price x y z\n <dbl> <ord> <ord> <ord> <dbl> <dbl> <int> <dbl> <dbl> <dbl>\n1 0.23 Ideal E SI2 61.5 55 326 3.95 3.98 2.43\n2 0.21 Premium E SI1 59.8 61 326 3.89 3.84 2.31\n3 0.23 Good E VS1 56.9 65 327 4.05 4.07 2.31\n4 0.29 Premium I VS2 62.4 58 334 4.2 4.23 2.63\n5 0.31 Good J SI2 63.3 58 335 4.34 4.35 2.75\n6 0.24 Very Good J VVS2 62.8 57 336 3.94 3.96 2.48\n\n\n\n1.2.1 Заголовок подраздела\n\n\n\nРавным образом постоянный количественный рост и сфера нашей активности представляет собой интересный эксперимент проверки форм развития. Таким образом сложившаяся структура организации играет важную роль в формировании соответствующий условий активизации. Не следует, однако забывать, что новая модель организационной деятельности позволяет оценить значение модели развития. Разнообразный и богатый опыт реализация намеченных плановых заданий требуют от нас анализа направлений прогрессивного развития.\nС другой стороны реализация намеченных плановых заданий представляет собой интересный эксперимент проверки направлений прогрессивного развития. С другой стороны сложившаяся структура организации способствует подготовки и реализации направлений прогрессивного развития. Задача организации, в особенности же начало повседневной работы по формированию позиции позволяет выполнять важные задания по разработке новых предложений. Идейные соображения высшего порядка, а также рамки и место обучения кадров требуют определения и уточнения систем массового участия. Не следует, однако забывать, что постоянный количественный рост и сфера нашей активности играет важную роль в формировании дальнейших направлений развития. Товарищи! реализация намеченных плановых заданий позволяет оценить значение форм развития (Иллюстрация 1.1).\n\n<breakfast_menu>\n <food>\n <name>Belgian Waffles</name>\n <price>$5.95</price>\n <description>Two of our famous Belgian Waffles with plenty of real maple syrup</description>\n <calories>650</calories>\n </food>\n <food>\n <name>Strawberry Belgian Waffles</name>\n <price>$7.95</price>\n <description>Light Belgian waffles covered with strawberries and whipped cream</description>\n <calories>900</calories>\n </food>\n <food>\n <name>Berry-Berry Belgian Waffles</name>\n <price>$8.95</price>\n <description>Light Belgian waffles covered with an assortment of fresh berries and whipped cream</description>\n <calories>900</calories>\n </food>\n <food>\n <name>French Toast</name>\n <price>$4.50</price>\n <description>Thick slices made from our homemade sourdough bread</description>\n <calories>600</calories>\n </food>\n <food>\n <name>Homestyle Breakfast</name>\n <price>$6.95</price>\n <description>Two eggs, bacon or sausage, toast, and our ever-popular hash browns</description>\n <calories>950</calories>\n </food>\n</breakfast_menu>\n\n\n\n\nКод 1.1: Пример файла JSON.\n\n\n\n{\n \"glossary\": {\n \"title\": \"example glossary\",\n \"GlossDiv\": {\n \"title\": \"S\",\n \"GlossList\": {\n \"GlossEntry\": {\n \"ID\": \"SGML\",\n \"SortAs\": \"SGML\",\n \"GlossTerm\": \"Standard Generalized Markup Language\",\n \"Acronym\": \"SGML\",\n \"Abbrev\": \"ISO 8879:1986\",\n \"GlossDef\": {\n \"para\": \"A meta-markup language, used to create markup languages such as DocBook.\",\n \"GlossSeeAlso\": [\"GML\", \"XML\"]\n },\n \"GlossSee\": \"markup\"\n }\n }\n }\n }\n}\n\n\n\n\nКод 1.1\n\n\n\nКод 1.2: Пример цикла for\n\n\n\nds <- tibble()\n\nfor (i in 1:100) {\n if (i %% 2 == 1) {\n read_csv(files[i]) %>% \n bind_rows(ds) -> ds\n } else {\n print('a')\n stop()\n }\n}\n\n\n\n\nКод 1.2\n\n\n\nКод 1.3: Аннотированный чанк.\n\n\n\n## большой код для аггрегации\n\n1diamonds %>%\n2 summarise(mean_price_cut = mean(price),\n sd_price_cut = sd(price),\n .by = cut) %>% \n3 right_join(diamonds, join_by(cut)) %>%\n4 mutate(price_group = ifelse(price > mean_price_cut + sd_price_cut, \"expensive\",\n ifelse(price < mean_price_cut - sd_price_cut, \"cheap\",\n \"average\")))\n\n\n1\n\nБерем датасет diamonds, что нарисовать график про бриллианты\n\n2\n\nРассчитываем базовые описательные статистики\n\n3\n\nОбъединяем агрегированные данные с исходными\n\n4\n\nРазделяем наблюдения на группы\n\n\n\n\n# A tibble: 53,940 × 13\n cut mean_price_cut sd_price_cut carat color clarity depth table price x\n <ord> <dbl> <dbl> <dbl> <ord> <ord> <dbl> <dbl> <int> <dbl>\n 1 Ideal 3458. 3808. 0.23 E SI2 61.5 55 326 3.95\n 2 Ideal 3458. 3808. 0.23 J VS1 62.8 56 340 3.93\n 3 Ideal 3458. 3808. 0.31 J SI2 62.2 54 344 4.35\n 4 Ideal 3458. 3808. 0.3 I SI2 62 54 348 4.31\n 5 Ideal 3458. 3808. 0.33 I SI2 61.8 55 403 4.49\n 6 Ideal 3458. 3808. 0.33 I SI2 61.2 56 403 4.49\n 7 Ideal 3458. 3808. 0.33 J SI1 61.1 56 403 4.49\n 8 Ideal 3458. 3808. 0.23 G VS1 61.9 54 404 3.93\n 9 Ideal 3458. 3808. 0.32 I SI1 60.9 55 404 4.45\n10 Ideal 3458. 3808. 0.3 I SI2 61 59 405 4.3 \n# ℹ 53,930 more rows\n# ℹ 3 more variables: y <dbl>, z <dbl>, price_group <chr>\n\n\n\n\n\n\n## большой код для графика\n\n1diamonds %>%\n2 summarise(mean_price_cut = mean(price),\n sd_price_cut = sd(price),\n .by = cut) %>% \n3 right_join(diamonds, join_by(cut)) %>%\n4 mutate(price_group = ifelse(price > mean_price_cut + sd_price_cut, \"expensive\",\n ifelse(price < mean_price_cut - sd_price_cut, \"cheap\",\n \"average\"))) %>% \n5 ggplot(aes(clarity, price,\n shape = price_group, color = color)) +\n stat_summary(geom = \"pointrange\", \n fun.data = mean_cl_boot,\n position = position_dodge(.3)) +\n scale_shape_manual(values = c(21, 22, 23)) +\n theme(legend.position = \"bottom\")\n\n\n1\n\nБерем датасет diamonds, что нарисовать график про бриллианты\n\n2\n\nРассчитываем базовые описательные статистики\n\n3\n\nОбъединяем агрегированные данные с исходными\n\n4\n\nРазделяем наблюдения на группы\n\n5\n\nНачинаем рисовать\n\n\n\n\n\n\n\n\n\n\nИллюстрация 1.1: Это картинка, нарисованная большим кодом\n\n\n\n\n\n\n\n\nТаблица 1.1: Это knitr-таблица\n\n\n\n\n\n\n\nA\nB\n\n\n\n\n1\nakjsfv\n\n\n2\nakejrhvae\n\n\n3\nkvuhaefrv\n\n\n\n\n\n\n\n\n\n\n\nТаблица 1.2: Это обычная таблица\n\n\n\n\n\nA\nB\nC\nD\n\n\n\n\n1\nabc\nда\n\\(\\sin (2)\\)\n\n\n2\ndef\nнет\n\\(\\sqrt {4+2i}\\)\n\n\n3\nghi\nда\n\\(e^{i\\pi} + 1 = 0\\)\n\n\n\n\n\n\nРавным образом постоянный количественный рост и сфера нашей активности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям. Значимость этих проблем настолько очевидна, что дальнейшее развитие различных форм деятельности требуют определения и уточнения дальнейших направлений развития.\nСсылка на knirt-таблицу (Таблица 1.1). Ссылка на нормальную таблицу (Таблица 1.2).\n\n1.2.1.1 Заголовок 4 уровня\n\n\n\n\n\n\n\n\n\nflowchart LR\n A(Step 1) --> B(Step 2)\n B --> C(Step 3)\n C --> D(Step 4)\n D --> E(Step 5)\n E --> A\n\n\n\n\nИллюстрация 1.2: Это схема из Mermaid\n\n\n\n\n\n\n\n\n\n\n\nЗаголовок заметки\n\n\n\nЗдесь схема из Mermaid (Иллюстрация 1.2).\nЗначимость этих проблем настолько очевидна, что рамки и место обучения кадров позволяет выполнять важные задания по разработке систем массового участия. Равным образом постоянный количественный рост и сфера нашей активности требуют от нас анализа форм развития. Равным образом постоянный количественный рост и сфера нашей активности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям. Значимость этих проблем настолько очевидна, что дальнейшее развитие различных форм деятельности требуют определения и уточнения дальнейших направлений развития.\n\n\n\n\n\n\n\n\nЗаголовок лайфхака\n\n\n\nЗначимость этих проблем настолько очевидна, что рамки и место обучения кадров позволяет выполнять важные задания по разработке систем массового участия.\n\n\n\n\n\n\n\n\nЗаголовок предупреждения\n\n\n\nЗначимость этих проблем настолько очевидна, что рамки и место обучения кадров позволяет выполнять важные задания по разработке систем массового участия. Равным образом постоянный количественный рост и сфера нашей активности требуют от нас анализа форм развития.\n\n\n\n\n\n\n\n\nЗаголовок важности\n\n\n\nЗначимость этих проблем настолько очевидна, что рамки и место обучения кадров позволяет выполнять важные задания по разработке систем массового участия.\n\n\n\n\n\n\n\n\nЗаголовок предупреждения\n\n\n\n\n\nЗначимость этих проблем настолько очевидна, что рамки и место обучения кадров позволяет выполнять важные задания по разработке систем массового участия. Равным образом постоянный количественный рост и сфера нашей активности требуют от нас анализа форм развития. Равным образом постоянный количественный рост и сфера нашей активности играет важную роль в формировании системы обучения кадров, соответствует насущным потребностям. Значимость этих проблем настолько очевидна, что дальнейшее развитие различных форм деятельности требуют определения и уточнения дальнейших направлений развития.\n\n\n\n\n1.2.1.1.1 Заголовок 5 уровня with code\nА тут вставляется картинка (Иллюстрация 1.3):\n\n\n\n\n\n\nИллюстрация 1.3: Превью репозитория\n\n\n\nОбъединяющие джойны (Иллюстрация 1.4):\n\nлевый джойн (Иллюстрация 1.4 (a))\nправый джойн (Иллюстрация 1.4 (b))\nполный джойн (Иллюстрация 1.4 (c))\nвнутренний джойн (Иллюстрация 1.4 (d)).\n\n\n\n\n\n\n\n\n\n\n\n\n(a) left_join(x, y)\n\n\n\n\n\n\n\n\n\n\n\n(b) right_join(x, y)\n\n\n\n\n\n\n\n\n\n\n\n\n\n(c) full_join(x, y)\n\n\n\n\n\n\n\n\n\n\n\n(d) inner_join(x, y)\n\n\n\n\n\n\n\nИллюстрация 1.4: Объединяющие джойны\n\n\n\n\n\n\n1.2.1.2 Заголовок 4 уровня with code\nСогласно Теорема 1.1:\n\nТеорема 1.1 Среднее арифметическое является несмещенной оценкой математического ожидания.\n\n\nДоказательство. \\[\nX_1, X_2, \\dots , X_n \\overset{\\text{i.i.d.}}{\\thicksim} (\\mu, \\sigma^2)\n\\]\n\\[\n\\hat \\mu = \\frac{1}{m}\\sum_{j=1}^m x_j = \\bar X\n\\]\n\\[\n\\mathbb{E}(\\hat \\mu) = \\mathbb{E}(\\bar X) \\overset{?}{=} \\mu\n\\]\n\\[\n\\begin{split}\n\\mathbb{E}(\\bar X) &= \\\\\n&= \\mathbb{E}\\big (\\frac{1}{n} \\sum_{i=1}^n X_i \\big ) = \\\\\n&= \\frac{1}{n} \\mathbb{E}\\Big( \\sum_{i=1}^n X_i \\Big) = \\\\\n&= \\frac{1}{n} \\sum_{i=1}^n \\mathbb{E}X_i \\overset{X_i \\overset{\\text{i.i.d.}}{\\sim} (\\mu, \\sigma^2)}{=} \\frac{1}{n} \\cdot n \\cdot \\mathbb{E}X = \\\\\n& = \\frac{n}{n} \\cdot \\mu = \\mu\n\\end{split}\n\\]\n\n\nЛемма 1.1 Это лемма.\n\n\nСледствие 1.1 Это следствие.\n\n\nУтверждение 1.1 Это утверждение.\n\n\nПредположение 1.1 Это conjecutre.\n\n\nОпределение 1.1 Это определение.\n\n\nПример 1.1 Это пример.\n\n\nЗадание 1.1 Это задание.\n\n\nРешение. Это решение.\n\n\nЗамечание. Это замечание.\n\n\n1.2.1.2.1 Заголовок 5 уровня\nЭто уравнение прямой (Уравнение 1.1):\n\\[\ny = kx + b\n\\tag{1.1}\\]\n\n1.2.1.2.1.1 Совсем мелкий заголовок\n\n\n\n\n\n\n\n\nИллюстрация 1.5: Тут родился R\n\n\n\n\nТут (Иллюстрация 1.6) видео, на которое ссылка как на рисунок.\n\n\n\n\n\n\nИллюстрация 1.6: Разбор третьей домашки\n\n\n\nВыше была карта (Иллюстрация 2.1) с местом рождения R.", "crumbs": [ "Debug", "1  Глава книги [отладка]" ] }, { - "objectID": "debug_quiz.html#section", - "href": "debug_quiz.html#section", + "objectID": "debug_quiz.html#q1-title", + "href": "debug_quiz.html#q1-title", "title": "Квиз 0 [отладка]", "section": "#1", - "text": "#1\n\n\n\n\n\n\n\n\n\n\n Question 1 with inline equation \\(x^2 + y^2 = R^2\\) \n\n Option \\(\\sin 1\\) \n\n\n Option \\(\\cos 2\\) \n\n\n Option \\(\\tan 3\\) \n\n\n Option \\(\\exp(4)\\) \n\n\nCorrect Feedback\n\n\nIncorrect Feedback", + "text": "#1\n\n\n\n\n\n\n\n\n\n\n Question 1 with inline equation \\(x^2 + y^2 = R^2\\) \n\n Option \\(\\sin 1\\) \n\n\n Option \\(\\cos 2\\) \n\n\n Option \\(\\tan 3\\) \n\n\n Option \\(\\exp(4)\\) \n\n\n\nCorrect Feedback\n\n\nIncorrect Feedback", "crumbs": [ "Debug", "Квиз 0 [отладка]" ] }, { - "objectID": "debug_quiz.html#section-1", - "href": "debug_quiz.html#section-1", + "objectID": "debug_quiz.html#q2-title", + "href": "debug_quiz.html#q2-title", "title": "Квиз 0 [отладка]", "section": "#2", - "text": "#2\n\n\n\n\n\n\n\n\n\n\n Question 2 with equation \\[\n\\mathbb{E}X = \\frac{1}{n} \\sum_{i=1}^n x_i\n\\] \n\n \\(\\displaystyle \\text{Option} \\sin x = 0\\) \n\n\n \\(\\displaystyle \\text{Option} \\cos 2 = \\text{var}(X + Y)\\) \n\n\n \\(\\displaystyle \\text{Option} \\tan 3 \\overset{\\text{def}}{=}\\frac{\\sin 3}{\\cos 3}\\) \n\n\n \\(\\displaystyle \\text{Option} \\exp(4) = \\mathbb{E}X\\) \n\n\nCorrect Feedback\n\n\nIncorrect Feedback", + "text": "#2\n\n\n\n\n\n\n\n\n\n\n Question 2 with equation \\[\n\\mathbb{E}X = \\frac{1}{n} \\sum_{i=1}^n x_i\n\\] \n\n \\(\\displaystyle \\text{Option} \\sin x = 0\\) \n\n\n \\(\\displaystyle \\text{Option} \\cos 2 = \\text{var}(X + Y)\\) \n\n\n \\(\\displaystyle \\text{Option} \\tan 3 \\overset{\\text{def}}{=}\\frac{\\sin 3}{\\cos 3}\\) \n\n\n \\(\\displaystyle \\text{Option} \\exp(4) = \\mathbb{E}X\\) \n\n\n\nCorrect Feedback\n\n\nIncorrect Feedback", "crumbs": [ "Debug", "Квиз 0 [отладка]" ] }, { - "objectID": "debug_quiz.html#section-2", - "href": "debug_quiz.html#section-2", + "objectID": "debug_quiz.html#q3-title", + "href": "debug_quiz.html#q3-title", "title": "Квиз 0 [отладка]", "section": "#3", - "text": "#3\n\n\n\n\n\n\n\n\n\n\n Question 3 with inline_code \n\n Option 1 \n\n\n Option 2 \n\n\n Option 3 \n\n\n Option 4 \n\n\nCorrect Feedback\n\n\nIncorrect Feedback", + "text": "#3\n\n\n\n\n\n\n\n\n\n\n Question 3 with inline_code \n\n Option 1 \n\n\n Option 2 \n\n\n Option 3 \n\n\n Option 4 \n\n\n\nCorrect Feedback\n\n\nIncorrect Feedback", "crumbs": [ "Debug", "Квиз 0 [отладка]" ] }, { - "objectID": "debug_quiz.html#section-3", - "href": "debug_quiz.html#section-3", + "objectID": "debug_quiz.html#q4-title", + "href": "debug_quiz.html#q4-title", "title": "Квиз 0 [отладка]", "section": "#4", - "text": "#4\n\n\n\n\n\n\n\n\n\n\n Question 4 with bold and italic \n\n Option 1 bold \n\n\n Option 2 italic \n\n\n Option 3 strike \n\n\n Option 4 → 5 \n\n\nCorrect Feedback\n\n\nIncorrect Feedback", + "text": "#4\n\n\n\n\n\n\n\n\n\n\n Question 4 with bold and italic \n\n Option 1 bold \n\n\n Option 2 italic \n\n\n Option 3 strike \n\n\n Option 4 → 5 \n\n\n\nCorrect Feedback\n\n\nIncorrect Feedback", "crumbs": [ "Debug", "Квиз 0 [отладка]" ] }, { - "objectID": "debug_quiz.html#section-4", - "href": "debug_quiz.html#section-4", + "objectID": "debug_quiz.html#q5-title", + "href": "debug_quiz.html#q5-title", "title": "Квиз 0 [отладка]", "section": "#5", - "text": "#5\n\n\n\n\n\n\n\n\n\n\n Question 5 with code \n\nfor (i in vec) {\n print(i)\n}\n\n\n\n A\n\nif (x > 5) {\n print(\"no\")\n} else {\n print(\"yes\")\n}\n\n\n\n\n B\n\nx <- 1\n\n\n\n\n C\n\nsave.image(\"hihik.RData\")\n\n\n\n\n D\n\ninstalled.packages()\n\n\n\n\nCorrect Feedback\n\n\nIncorrect Feedback", + "text": "#5\n\n\n\n\n\n\n\n\n\n\n Question 5 with code \n\nfor (i in vec) {\n print(i)\n}\n\n\n\n A\n\nif (x > 5) {\n print(\"no\")\n} else {\n print(\"yes\")\n}\n\n\n\n\n B\n\nx <- 1\n\n\n\n\n C\n\nsave.image(\"hihik.RData\")\n\n\n\n\n D\n\ninstalled.packages()\n\n\n\n\n\nCorrect Feedback\n\n\nIncorrect Feedback", "crumbs": [ "Debug", "Квиз 0 [отладка]" ] }, { - "objectID": "debug_quiz.html#section-5", - "href": "debug_quiz.html#section-5", + "objectID": "debug_quiz.html#q6-title", + "href": "debug_quiz.html#q6-title", "title": "Квиз 0 [отладка]", "section": "#6", - "text": "#6\n\n\n\n\n\n\n\n\n\n\n Question 6 \n\n \n\n\n \n\n\n \n\n\n \n\n\nCorrect Feedback\n\n\nIncorrect Feedback", + "text": "#6\n\n\n\n\n\n\n\n\n\n\n Question 6 \n\n \n\n\n \n\n\n \n\n\n \n\n\n\nCorrect Feedback\n\n\nIncorrect Feedback", "crumbs": [ "Debug", "Квиз 0 [отладка]" ] }, { - "objectID": "debug_quiz.html#section-6", - "href": "debug_quiz.html#section-6", + "objectID": "debug_quiz.html#q7-title", + "href": "debug_quiz.html#q7-title", "title": "Квиз 0 [отладка]", "section": "#7", - "text": "#7\n\n\n\n\n\n\n\n\n\n\n Question 7 \n\n Option 1 \n\n\n Option 2 \n\n\n Option 3 \n\n\n Option 4 \n\n\nCorrect Feedback\n\n\nIncorrect Feedback", + "text": "#7\n\n\n\n\n\n\n\n\n\n\n Question 7 \n\n Option 1 \n\n\n Option 2 \n\n\n Option 3 \n\n\n Option 4 \n\n\n\nCorrect Feedback\n\n\nIncorrect Feedback", "crumbs": [ "Debug", "Квиз 0 [отладка]" ] }, { - "objectID": "debug_quiz.html#section-7", - "href": "debug_quiz.html#section-7", + "objectID": "debug_quiz.html#q8-title", + "href": "debug_quiz.html#q8-title", "title": "Квиз 0 [отладка]", "section": "#8", - 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"text": "#20\n\n\n\n\n\n\n\n\n\n\n Question 20 \n\n Option 1 \n\n\n Option 2 \n\n\n Option 3 \n\n\n Option 4 \n\n\nCorrect Feedback\n\n\nIncorrect Feedback\n\n\n\nResult\n\n\nMessage", + "text": "#20\n\n\n\n\n\n\n\n\n\n\n Question 20 \n\n Option 1 \n\n\n Option 2 \n\n\n Option 3 \n\n\n Option 4 \n\n\n\nCorrect Feedback\n\n\nIncorrect Feedback\n\n\n\nResult\n\n\nMessage", "crumbs": [ "Debug", "Квиз 0 [отладка]" @@ -637,7 +637,29 @@ "href": "r-intro.html", "title": "2  Знакомство с R", "section": "", - "text": "2.1 Сверхкраткая история R", + "text": "2.1 Сверхкраткая история R\nR придумали Росс Ихака (Ross Ihaka) и Роберт Джентльмен (Robert Gentleman) в 1992 году в Департаменте статистики Университета Окленда (Department of Statistics at Auckland, Иллюстрация 2.1). Изначальная цель — разработать язык, чтобы преподавать вводный курс статистики. За основу был взят язык S, разработанный Bell Laboratories, и в 1994 году была завершена первая версия (Ross, Ihaka, 2022).\nИллюстрация 2.1: Тут родился R\nЧерез пару лет разработчики перестали справляться с [электронными] письмами о багах и предлагаемых улучшениях, и в 1997 году R становится частью GNU Project (Ross, Ihaka, 2022, p. 17). В этом же году K. Hornik и F. Leisch создают на базе Венского технического университета (Technische Universität Wien) репозиторий CRAN (The Comprehensive R Archive Network) для совместной работы «ядерной» группы разработчиков (core team). В феврале 2000 года выходит первая стабильная версия языка.\nСегодня R развивается международной командой исследователей вычислительной статистистики (R Project) и поддерживается некоммерческой организацией R Foundation.", + "crumbs": [ + "R", + "2  Знакомство с R" + ] + }, + { + "objectID": "r-intro.html#r-intro-history", + "href": "r-intro.html#r-intro-history", + "title": "2  Знакомство с R", + "section": "", + "text": "Почему R так называется?\n\n\n\nЭто шутка авторов. «R» обозначает первую букву их имён (Robert и Ross) (Ross, Ihaka, 2022, p. 12).", + "crumbs": [ + "R", + "2  Знакомство с R" + ] + }, + { + "objectID": "r-intro.html#rintro-overview", + "href": "r-intro.html#rintro-overview", + "title": "2  Знакомство с R", + "section": "2.2 Обзор R", + "text": "2.2 Обзор R\nR является свободным программным обеспечением, распространяемым по лицензии GNU General Public License. Создававшийся изначально как язык для статистических вычислений, он впоследствии существенно расширил свои возможности, и теперь его можно считать полноценным языком программирования1. Хотя R и не является языком программирования общего назначения2 (general-purpose programming language), на нём можно:\n\nпредобрабатывать и анализировать данные\nстроить стильные и интерактивные визуализации\nсоздавать динамические отчеты, презентации и дашборды\nписать статьи, книги, сайты и приложения\n…\n\nДля R написано бесчисленное множество пакетов (Иллюстрация 2.2), которые позволяют работать с самыми разными данными (поведенческими, опросниковыми, биологическими, лингвистическими, географическими и др.) и самыми разными статистическими методами (от t-теста до структурного моделирования). Количество доступных на CRAN пакетов экспоненциально растет с каждым годом.\n\n\n\n\n\n\n\n\nИллюстрация 2.2: Количество пакетов, доступное на CRAN. Столбцы отображаются пакеты, опубликованные в конкретном году, линия — суммарное количество пакетов, опубликованное к данному году. Визуализация автора по данным CRAN\n\n\n\n\n\nR является высокоуровневым, интерпретируемым, мультипарадигмальным3 языком программирования с динамической типизацией4. У него очень простой, практически интуитивный, синтаксис, в результате чего — низкий порог вхождения по сравнению с другими языками программирования.\nR широко используется в академической среде исследователями социальных и гуманитарных наук, и, пожалуй, его можно назвать стандартом анализа данных де-факто в этих областях. Конечно, если его сравнивать со статистическими программами, предоставляющими графический интерфейс (Statistica, SPSS, JASP, Jamovi и др.), то порог вхождения тут будет выше, однако R позволяет организовать работу с данными так, чтобы она была воспроизводима, чем, увы, не могут похвалиться большинство программ с графическими интерфейсами.\nКроме того, реализация статистических методов в R часто требует копнуть в суть масих методов чуть глубже, чтобы корректно провести анализ, что, с одной стороны, может создать некоторые трудности, но, с другой стороны, мотивирует лучше разобраться в метода анализа данных, а значит, более осознанно их использовать.\nВ общем, R — это стильно, можно и полезно.\n\n2.2.1 R vs Python\n\n\n\nВеликое противостояние. Источник\n\n\nВ мире дата-аналитики существует великое противостояние двух языков — R и Python. На мой взгляд, довольно бессмысленное.\n\n— Я не могу решить, делать мне на R или на Python… — Какая к черту разница! Главное — делай! Курилка на Армянском переулке около Департамента психологии НИУ ВШЭ 2010-е гг.\n\nХотя этот диалог случился, можно считать, довольно давно, он, как мне кажется, не утратил своей актуальности. Python — язык программирования общего назначения, R — больше специализирован на анализе данных. Первый имеет более широкие возможности, второй — удобнее для аналитики. Для тех, у кого нет опыта программирования и кому сложно даются технические области, думаю, R будет проще. На мой взгляд, в Python от аналитики отвлекает ярко выраженное ООП (объектно-ориентированное программирование), которое в R спрятано глубоко под капот. Аналитика же по своей сути — это диалог с данными, и в R его выстроить гораздо проще. Исходя из этого мой критерий следующий: для аналитики — R, для всего остального — Python.\nБезусловно, это крайне субъективный критерий, и далеко не всем он покажется уместным и работающим. Есть другой — в R гораздо более интуитивно реализована работа с данными (tidyverse очень сильно выигрывает в интуитивности у pandas), как и пакеты для сложных методов анализа (психометрический анализ, SEM, смешанные линейные модели и др.).\nВпрочем, если вы открыли эту книгу, предполагаю, что вы заинтересованы именно в R, поэтому позволю себе свернуть обсуждение великого противостояния, и перейти к сути.", "crumbs": [ "R", "2  Знакомство с R" @@ -647,8 +669,8 @@ "objectID": "r-intro.html#r-intro-installation", "href": "r-intro.html#r-intro-installation", "title": "2  Знакомство с R", - "section": "2.2 Установка", - "text": "2.2 Установка\n\n\n\nМы сейчас будем устанавливать все программы…1\n\n\n\n\n\n\nПоследовательность установки\n\n\n\nНам необходимо будет установить две вещи — R и RStudio. Во избежании возможных ошибок необходимо их ставить именно в этом порядке: сначала — R, затем — RStudio. Иначе RStudio может не найти R на компе и будет ругаться.\n\n\n\n2.2.1 Установка R\n\n\n\nУстановить R можно с репозитория основного репозитория CRAN (The Comprehensive R Archive Network). Существуют версии R для всех трёх наиболее распространенных десктопных операционных систем:\n\nдля Win\nдля macOS\nдля Linux\n\nВ целом, установщики операционных систем обычно хорошо справляются со своей задачей, и в 90% случаев всё встаёт без багов. Однако ниже я оставлю некоторые комментарии о проблемах, с которыми сталкивался сам или о которых говорили знакомые и коллеги.\n\n2.2.1.1 Win\n\n\n\nНиже есть пример установки R на Win (Иллюстрация 2.1), если вдруг у вас возникли какие-то проблемы при установке. Скорее всего всё прошло достаточно ровно.\nСамая частая проблема — имя пользователя на кириллице. Компьютер вообще достаточно плохо переваривает кириллические символы. Особенную же проблему составляют такие символы в путях к файлам. Поскольку на Win папка пользователя называется именем пользователя, то в случае кириллического имени, естественно, её имя будет на кириллице. Это можно пережить, перезадав некоторое дефолтные пути в настройках, однако если есть возможность переименовать пользователя и папку, я бы рекомендовал это сделать. Ну, так, чтобы не было неожиданных внезапностей.\n\n\n\n\n\n\nИллюстрация 2.1: Установка R на Windows (на примере Windows 10 Pro)\n\n\n\n\n\n2.2.1.2 macOS\n\n\n\n\n\n\n\n\n\nApple silicon vs Intel Macs\n\n\n\nОбратите внимание на разные версии для Apple silicon (M1) и Intel Macs.\n\n\nНиже есть пример установки R на Mac (Иллюстрация 2.2), если вдруг у вас возникли какие-то проблемы при установке.\nТут в 99.9% случаев всё ровно. Бывает, что уже в процессе работы некоторые пакеты жалуются на недоустановленное что-то или на какие-либо несовместимости, но это случается невероятно редко и обычно достаточно легко лечится.\n\n\n\n\n\n\nИллюстрация 2.2: Установка R на macOS (на примере macOS Sonoma 14.1.1)\n\n\n\n\n\n2.2.1.3 Linux\n\n\n\n\n\n\n\n\n\nОбилие дистрибутивов\n\n\n\nКонечно, если вы работете на Linux, то прекрасно знаете о дистрибутивах и их особеностях. Однако отмечу, что на разные дистрибутивы Linux устанавливаются разные версии.\n\n\n\n\n\n\n\n\nПримеры на Linux\n\n\n\nЯ работаю на Ubuntu (ВЕРСИЯ), поэтому примеры для Linux будут приводится именно для этого дистрибутива. На других дистрибутивах могут быть свои особенности.\n\n\nНиже есть пример установки R на Linux (Ubuntu) (Иллюстрация 2.3), если вы только начинаете знакомство с Linux и у вас возникли какие-то проблемы при установке.\nЕсли вы пользователь Linux, значит R вы, вероятно, ставите через Terminal. Например, с помощью такой команды:\nsudo apt install r-base-dev\nСкорее всего, всё пройдет хорошо, и базовый R будет работать. Проблемки могут случиться чуть дальше, когда мы будем ставить дополнительные пакеты, в которых будет идти основная наша работа — R может не найти некоторые системные пакеты. Такая проблема возникла у меня возникла (на Ubuntu 22.04) — помогла команда ниже:\nsudo apt-get install -y libxml2-dev libcurl4-openssl-dev libssl-dev libfontconfig1-dev libharfbuzz-dev libfribidi-dev linfreetype6-dev libpng-dev libtiff5-dev libjpeg-deva\nСначала мы будем знакомиться с базовым R и работать только в нём, но имейте в виду, что тут есть некая команда, которая может пригодиться.\n\n\n\n\n\n\nИллюстрация 2.3: Установка R на Linux (на примере Ubuntu ВЕРСИЯ)\n\n\n\n\n\n\n2.2.2 Установка RStudio\n\n\n\nКазалось бы, мы поставили R, и можно было бы на этом закончить. И это, в общем-то, правда — можно работать и просто в R. Однако для упрощения и увеличения приятности работы стоит установить RStudio2. Установочные файлы лежат тут. На всякий случай, прикреплены примеры установки RStudio для Win, macOS и Linux (Иллюстрация 2.4).\nRStudio — это интегрированная среда разработки (IDE) (подробнее см. тут). Она расширяет возможности R, предоставляет более юзабельный интерфейс для взаимодействия с языком и в целом делает работу с R радостной и приятной.\nRStudio это не единственная среда для работы с R, но определенно самая удобная и популярная, поэтому мы будем пользоваться именно ею. RStudio является IDE, разработанной специально для работы в R, однако это вовсе не значит, что в ней нельзя использовать другие языки программирования. Например, книжка, которуя вы сейчас читаете, написана с использованием R, Python, HTML, SASS, JavaScript, YAML и других языков — при этом вся работа велась в RStudio. Вот такая мощная вещь.\n\n\n\n\n\n\nИллюстрация 2.4: Установка RStudio на основные операционные системы\n\n\n\n\n2.2.2.1 Что такое IDE?\n\n\n\nИнтегрированная среда разработки (IDE, integrated development environment) — это специальная программа, которое предоставляет широкий спектр возможностей для разработки программного обеспечения. Возможно, вы слышали такие слова, как PyCharm или Visual Studio Code — это всё варианты IDE.\nОбычно IDE содержит несколько ключевых компонентов:\n\nтекстовый редактор для написания скриптов\nтранслятор языка\nотладчик (debugger)\nсредства автоматизации сборки (build automation tools)\n\nОбычно IDE позволяют работать с несколькими языками программирования, но бывают и специализированные.\n\nИ хотя всё ещё присутствует холивар относительного того, является ли R языком программирования (ССЫЛКА), RStudio однозначно можно назвать полноценной IDE, так как разработка в ней вполне может вестить. Пример продукта разработки прямо перед вами — книжка, которую вы сейчас читаете.\n\n\n\n\n2.2.3 Posit Cloud\n\n\n\nВ подавлающем большинстве случаев работа в R происходит на десктопной версии. Однако это не единственный вариант. Например, если вам нужно резко, быстро и несложно обработать небольшие данные, а вы в отпуске без своего любимого персонального компа, можно поработать в облачной версии RStudio — Posit Cloud.\nВ Posit Cloud используются RStudio Projects3, интерфейс полностью совпадает с десктопной версией RStudio, доступны дополнительные пакеты. Однако объем доступной оперативной памяти существенно ограничен, что, безусловно, может создать существенные сложности. Тем не менее, такой вариант работы вполне можно рассмотреть в каких-то ограниченных условиях.", + "section": "2.3 Установка", + "text": "2.3 Установка\n\n\n\nМы сейчас будем устанавливать все программы…5\n\n\n\n\n\n\nПоследовательность установки\n\n\n\nНам необходимо будет установить две вещи — R и RStudio. Во избежании возможных ошибок необходимо их ставить именно в этом порядке: сначала — R, затем — RStudio. Иначе RStudio может не найти R на компе и будет ругаться.\n\n\n\n2.3.1 Установка R\n\n\n\nУстановить R можно с репозитория основного репозитория CRAN (The Comprehensive R Archive Network). Существуют версии R для всех трёх наиболее распространенных десктопных операционных систем:\n\nдля Win\nдля macOS\nдля Linux\n\nВ целом, установщики операционных систем обычно хорошо справляются со своей задачей, и в 90% случаев всё встаёт без багов. Однако ниже я оставлю некоторые комментарии о проблемах, с которыми сталкивался сам или о которых говорили знакомые и коллеги.\n\n2.3.1.1 Win\n\n\n\nНиже есть пример установки R на Win (Иллюстрация 2.3), если вдруг у вас возникли какие-то проблемы при установке. Скорее всего всё прошло достаточно ровно.\nСамая частая проблема — имя пользователя на кириллице. Компьютер вообще достаточно плохо переваривает кириллические символы. Особенную же проблему составляют такие символы в путях к файлам. Поскольку на Win папка пользователя называется именем пользователя, то в случае кириллического имени, естественно, её имя будет на кириллице. Это можно пережить, перезадав некоторое дефолтные пути в настройках, однако если есть возможность переименовать пользователя и папку, я бы рекомендовал это сделать. Ну, так, чтобы не было неожиданных внезапностей.\n\n\n\n\n\n\nИллюстрация 2.3: Установка R на Windows (на примере Windows 10 Pro)\n\n\n\n\n\n2.3.1.2 macOS\n\n\n\n\n\n\n\n\n\nApple silicon vs Intel Macs\n\n\n\nОбратите внимание на разные версии для Apple silicon (M1) и Intel Macs.\n\n\nНиже есть пример установки R на Mac (Иллюстрация 2.4), если вдруг у вас возникли какие-то проблемы при установке.\nТут в 99.9% случаев всё ровно. Бывает, что уже в процессе работы некоторые пакеты жалуются на недоустановленное что-то или на какие-либо несовместимости, но это случается невероятно редко и обычно достаточно легко лечится.\n\n\n\n\n\n\nИллюстрация 2.4: Установка R на macOS (на примере macOS Sonoma 14.1.1)\n\n\n\n\n\n2.3.1.3 Linux\n\n\n\n\n\n\n\n\n\nОбилие дистрибутивов\n\n\n\nКонечно, если вы работете на Linux, то прекрасно знаете о дистрибутивах и их особеностях. Однако отмечу, что на разные дистрибутивы Linux устанавливаются разные версии.\n\n\n\n\n\n\n\n\nПримеры на Linux\n\n\n\nЯ работаю на Ubuntu (ВЕРСИЯ), поэтому примеры для Linux будут приводится именно для этого дистрибутива. На других дистрибутивах могут быть свои особенности.\n\n\nНиже есть пример установки R на Linux (Ubuntu) (Иллюстрация 2.5), если вы только начинаете знакомство с Linux и у вас возникли какие-то проблемы при установке.\nЕсли вы пользователь Linux, значит R вы, вероятно, ставите через Terminal. Например, с помощью такой команды:\nsudo apt install r-base-dev\nСкорее всего, всё пройдет хорошо, и базовый R будет работать. Проблемки могут случиться чуть дальше, когда мы будем ставить дополнительные пакеты, в которых будет идти основная наша работа — R может не найти некоторые системные пакеты. Такая проблема возникла у меня возникла (на Ubuntu 22.04) — помогла команда ниже:\nsudo apt-get install -y libxml2-dev libcurl4-openssl-dev libssl-dev libfontconfig1-dev libharfbuzz-dev libfribidi-dev linfreetype6-dev libpng-dev libtiff5-dev libjpeg-deva\nСначала мы будем знакомиться с базовым R и работать только в нём, но имейте в виду, что тут есть некая команда, которая может пригодиться.\n\n\n\n\n\n\nИллюстрация 2.5: Установка R на Linux (на примере Ubuntu ВЕРСИЯ)\n\n\n\n\n\n\n2.3.2 Установка RStudio\n\n\n\nКазалось бы, мы поставили R, и можно было бы на этом закончить. И это, в общем-то, правда — можно работать и просто в R. Однако для упрощения и увеличения приятности работы стоит установить RStudio6. Установочные файлы лежат тут. На всякий случай, прикреплены примеры установки RStudio для Win, macOS и Linux (Иллюстрация 2.6).\nRStudio — это интегрированная среда разработки (IDE) (подробнее см. тут). Она расширяет возможности R, предоставляет более юзабельный интерфейс для взаимодействия с языком и в целом делает работу с R радостной и приятной.\nRStudio это не единственная среда для работы с R, но определенно самая удобная и популярная, поэтому мы будем пользоваться именно ею. RStudio является IDE, разработанной специально для работы в R, однако это вовсе не значит, что в ней нельзя использовать другие языки программирования. Например, книжка, которуя вы сейчас читаете, написана с использованием R, Python, HTML, SASS, JavaScript, YAML и других языков — при этом вся работа велась в RStudio. Вот такая мощная вещь.\n\n\n\n\n\n\nИллюстрация 2.6: Установка RStudio на основные операционные системы\n\n\n\n\n2.3.2.1 Что такое IDE?\n\n\n\nИнтегрированная среда разработки (IDE, integrated development environment) — это специальная программа, которое предоставляет широкий спектр возможностей для разработки программного обеспечения. Возможно, вы слышали такие слова, как PyCharm или Visual Studio Code — это всё варианты IDE.\nОбычно IDE содержит несколько ключевых компонентов:\n\nтекстовый редактор для написания скриптов\nтранслятор языка\nотладчик (debugger)\nсредства автоматизации сборки (build automation tools)\n\nОбычно IDE позволяют работать с несколькими языками программирования, но бывают и специализированные.\n\nИ хотя всё ещё присутствует холивар относительного того, является ли R языком программирования, который отмечался в сносках, RStudio однозначно можно назвать полноценной IDE, так как разработка в ней вполне может вестить. Пример продукта разработки прямо перед вами — книжка, которую вы сейчас читаете.\n\n\n\n\n2.3.3 Posit Cloud\n\n\n\nВ подавлающем большинстве случаев работа в R происходит на десктопной версии. Однако это не единственный вариант. Например, если вам нужно резко, быстро и несложно обработать небольшие данные, а вы в отпуске без своего любимого персонального компа, можно поработать в облачной версии RStudio — Posit Cloud.\nВ Posit Cloud используются RStudio Projects7, интерфейс полностью совпадает с десктопной версией RStudio, доступны дополнительные пакеты. Однако объем доступной оперативной памяти существенно ограничен, что, безусловно, может создать существенные сложности. Тем не менее, такой вариант работы вполне можно рассмотреть в каких-то ограниченных условиях.", "crumbs": [ "R", "2  Знакомство с R" @@ -658,8 +680,8 @@ "objectID": "r-intro.html#r-intro-rinterface", "href": "r-intro.html#r-intro-rinterface", "title": "2  Знакомство с R", - "section": "2.3 Интерфейс R", - "text": "2.3 Интерфейс R", + "section": "2.4 Интерфейс R", + "text": "2.4 Интерфейс R\n\n\n\n\n\n\n\n\n\nИллюстрация 2.7: Интерфейс R", "crumbs": [ "R", "2  Знакомство с R" @@ -669,8 +691,8 @@ "objectID": "r-intro.html#r-intro-rstudiointerface", "href": "r-intro.html#r-intro-rstudiointerface", "title": "2  Знакомство с R", - "section": "2.4 Интерфейс RStudio", - "text": "2.4 Интерфейс RStudio", + "section": "2.5 Интерфейс RStudio", + "text": "2.5 Интерфейс RStudio\n\n\n\n\n\n\n\n\n\nИллюстрация 2.8: Интерфейс RStudio", "crumbs": [ "R", "2  Знакомство с R" @@ -680,8 +702,8 @@ "objectID": "r-intro.html#r-intro-console", "href": "r-intro.html#r-intro-console", "title": "2  Знакомство с R", - "section": "2.5 Работа в консоли", - "text": "2.5 Работа в консоли", + "section": "2.6 Работа в консоли", + "text": "2.6 Работа в консоли", "crumbs": [ "R", "2  Знакомство с R" @@ -691,8 +713,8 @@ "objectID": "r-intro.html#r-intro-script", "href": "r-intro.html#r-intro-script", "title": "2  Знакомство с R", - "section": "2.6 Работа в скрипте", - "text": "2.6 Работа в скрипте", + "section": "2.7 Работа в скрипте", + "text": "2.7 Работа в скрипте", "crumbs": [ "R", "2  Знакомство с R" @@ -702,8 +724,8 @@ "objectID": "r-intro.html#r-intro-citation", "href": "r-intro.html#r-intro-citation", "title": "2  Знакомство с R", - "section": "2.7 Цитирование R", - "text": "2.7 Цитирование R\n\n\n\nНа R (R Core Team, 2023), как и на любые ресурсы, используемые при написании статьи или отчета, следует ссылаться — цитировать в разделе References. Для этого существует удобная команда:\n\ncitation()\n\nTo cite R in publications use:\n\n R Core Team (2023). _R: A Language and Environment for Statistical\n Computing_. R Foundation for Statistical Computing, Vienna, Austria.\n <https://www.R-project.org/>.\n\nA BibTeX entry for LaTeX users is\n\n @Manual{,\n title = {R: A Language and Environment for Statistical Computing},\n author = {{R Core Team}},\n organization = {R Foundation for Statistical Computing},\n address = {Vienna, Austria},\n year = {2023},\n url = {https://www.R-project.org/},\n }\n\nWe have invested a lot of time and effort in creating R, please cite it\nwhen using it for data analysis. See also 'citation(\"pkgname\")' for\nciting R packages.\n\n\nВ аутпуте есть вариант ссылки в форматах APA и BibTeх. Второй вам пригодится, если вы пишете отчеты в \\(\\LaTeX\\) или R Markdown и Quarto, первый — в других случаях. Если вы копируете APA-цитату в текстовый редактор, добавьте курсивное форматирование на текст, заключенный между андерскорами (нижними подчеркиваниями4, _) , а сами андерскоры удалите5.\nХорошим тоном будет сослаться и на RStudio (Posit team, 2024):\n\nRStudio.Version()\n\n$citation\nTo cite RStudio in publications use:\n\n Posit team (2024). RStudio: Integrated Development Environment for R. Posit Software,\n PBC, Boston, MA. URL http://www.posit.co/.\n\nA BibTeX entry for LaTeX users is\n\n @Manual{,\n title = {RStudio: Integrated Development Environment for R},\n author = {{Posit team}},\n organization = {Posit Software, PBC},\n address = {Boston, MA},\n year = {2024},\n url = {http://www.posit.co/},\n }\n\n$mode\n[1] \"desktop\"\n\n$version\n[1] ‘2024.4.1.748’\n\n$long_version\n[1] \"2024.04.1+748\"\n\n$release_name\n[1] \"Chocolate Cosmos\"", + "section": "2.8 Цитирование R", + "text": "2.8 Цитирование R\n\n\n\nНа R (R Core Team, 2023), как и на любые ресурсы, используемые при написании статьи или отчета, следует ссылаться — цитировать в разделе References. Для этого существует удобная команда:\n\ncitation()\n\nTo cite R in publications use:\n\n R Core Team (2023). _R: A Language and Environment for Statistical\n Computing_. R Foundation for Statistical Computing, Vienna, Austria.\n <https://www.R-project.org/>.\n\nA BibTeX entry for LaTeX users is\n\n @Manual{,\n title = {R: A Language and Environment for Statistical Computing},\n author = {{R Core Team}},\n organization = {R Foundation for Statistical Computing},\n address = {Vienna, Austria},\n year = {2023},\n url = {https://www.R-project.org/},\n }\n\nWe have invested a lot of time and effort in creating R, please cite it\nwhen using it for data analysis. See also 'citation(\"pkgname\")' for\nciting R packages.\n\n\nВ аутпуте есть вариант ссылки в форматах APA и BibTeх. Второй вам пригодится, если вы пишете отчеты в \\(\\LaTeX\\) или R Markdown и Quarto, первый — в других случаях. Если вы копируете APA-цитату в текстовый редактор, добавьте курсивное форматирование на текст, заключенный между андерскорами (нижними подчеркиваниями8, _) , а сами андерскоры удалите9.\nХорошим тоном будет сослаться и на RStudio (Posit team, 2024):\n\nRStudio.Version()\n\n$citation\nTo cite RStudio in publications use:\n\n Posit team (2024). RStudio: Integrated Development Environment for R. Posit Software,\n PBC, Boston, MA. URL http://www.posit.co/.\n\nA BibTeX entry for LaTeX users is\n\n @Manual{,\n title = {RStudio: Integrated Development Environment for R},\n author = {{Posit team}},\n organization = {Posit Software, PBC},\n address = {Boston, MA},\n year = {2024},\n url = {http://www.posit.co/},\n }\n\n$mode\n[1] \"desktop\"\n\n$version\n[1] ‘2024.4.1.748’\n\n$long_version\n[1] \"2024.04.1+748\"\n\n$release_name\n[1] \"Chocolate Cosmos\"", "crumbs": [ "R", "2  Знакомство с R" @@ -713,8 +735,8 @@ "objectID": "r-intro.html#r-intro-updates", "href": "r-intro.html#r-intro-updates", "title": "2  Знакомство с R", - "section": "2.8 Обновления", - "text": "2.8 Обновления", + "section": "2.9 Обновления", + "text": "2.9 Обновления", "crumbs": [ "R", "2  Знакомство с R" @@ -724,8 +746,8 @@ "objectID": "r-intro.html#r-intro-cli", "href": "r-intro.html#r-intro-cli", "title": "2  Знакомство с R", - "section": "2.9 Работа в R из командной строки", - "text": "2.9 Работа в R из командной строки\n\n\n\n\n\nSession Info\n\nsessionInfo()\n\nR version 4.3.2 (2023-10-31)\nPlatform: x86_64-apple-darwin20 (64-bit)\nRunning under: macOS Sonoma 14.4.1\n\nMatrix products: default\nBLAS: /Library/Frameworks/R.framework/Versions/4.3-x86_64/Resources/lib/libRblas.0.dylib \nLAPACK: /Library/Frameworks/R.framework/Versions/4.3-x86_64/Resources/lib/libRlapack.dylib; LAPACK version 3.11.0\n\nlocale:\n[1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8\n\ntime zone: Europe/Moscow\ntzcode source: internal\n\nattached base packages:\n[1] stats graphics grDevices utils datasets methods base \n\nloaded via a namespace (and not attached):\n [1] htmlwidgets_1.6.4 compiler_4.3.2 fastmap_1.1.1 cli_3.6.2 \n [5] tools_4.3.2 htmltools_0.5.8.1 rstudioapi_0.16.0 rmarkdown_2.26 \n [9] knitr_1.45 jsonlite_1.8.8 xfun_0.43 digest_0.6.35 \n[13] rlang_1.1.3 evaluate_0.23 \n\n\n\n\n\n\nPosit team. (2024). RStudio: Integrated development environment for r. Posit Software, PBC. http://www.posit.co/\n\n\nR Core Team. (2023). R: A language and environment for statistical computing. R Foundation for Statistical Computing. https://www.R-project.org/", + "section": "2.10 Работа в R из командной строки", + "text": "2.10 Работа в R из командной строки\n\n\n\n\n\nSession Info\n\nsessionInfo()\n\nR version 4.3.2 (2023-10-31)\nPlatform: x86_64-apple-darwin20 (64-bit)\nRunning under: macOS Sonoma 14.4.1\n\nMatrix products: default\nBLAS: /Library/Frameworks/R.framework/Versions/4.3-x86_64/Resources/lib/libRblas.0.dylib \nLAPACK: /Library/Frameworks/R.framework/Versions/4.3-x86_64/Resources/lib/libRlapack.dylib; LAPACK version 3.11.0\n\nlocale:\n[1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8\n\ntime zone: Europe/Moscow\ntzcode source: internal\n\nattached base packages:\n[1] stats graphics grDevices utils datasets methods base \n\nother attached packages:\n [1] leaflet_2.2.2 rvest_1.0.4 lubridate_1.9.3 forcats_1.0.0 \n [5] stringr_1.5.1 dplyr_1.1.4 purrr_1.0.2 readr_2.1.5 \n [9] tidyr_1.3.1 tibble_3.2.1 ggplot2_3.5.1 tidyverse_2.0.0\n\nloaded via a namespace (and not attached):\n [1] utf8_1.2.4 generics_0.1.3 xml2_1.3.6 \n [4] stringi_1.8.4 hms_1.1.3 digest_0.6.35 \n [7] magrittr_2.0.3 evaluate_0.23 grid_4.3.2 \n[10] timechange_0.3.0 fastmap_1.1.1 jsonlite_1.8.8 \n[13] httr_1.4.7 fansi_1.0.6 crosstalk_1.2.1 \n[16] scales_1.3.0 jquerylib_0.1.4 cli_3.6.2 \n[19] rlang_1.1.3 munsell_0.5.1 withr_3.0.0 \n[22] yaml_2.3.8 tools_4.3.2 tzdb_0.4.0 \n[25] colorspace_2.1-0 curl_5.2.1 vctrs_0.6.5 \n[28] R6_2.5.1 lifecycle_1.0.4 leaflet.providers_2.0.0\n[31] htmlwidgets_1.6.4 pkgconfig_2.0.3 pillar_1.9.0 \n[34] gtable_0.3.5 glue_1.7.0 xfun_0.43 \n[37] tidyselect_1.2.1 rstudioapi_0.16.0 knitr_1.45 \n[40] farver_2.1.1 htmltools_0.5.8.1 rmarkdown_2.26 \n[43] labeling_0.4.3 compiler_4.3.2 \n\n\n\n\n\n\nPosit team. (2024). RStudio: Integrated development environment for r. Posit Software, PBC. http://www.posit.co/\n\n\nR Core Team. (2023). R: A language and environment for statistical computing. R Foundation for Statistical Computing. https://www.R-project.org/\n\n\nRoss, Ihaka. (2022, December 27). The r project: A brief history and thoughts about the future. The University of Auckland. https://web.archive.org/web/20221228043824/https://www.stat.auckland.ac.nz/~ihaka/downloads/Otago.pdf", "crumbs": [ "R", "2  Знакомство с R" @@ -736,7 +758,7 @@ "href": "r-intro.html#footnotes", "title": "2  Знакомство с R", "section": "", - "text": "На случай, если новое поколение утратило связь с культурным прошлым, а старое поколение желает, чтобы ему подсвело олдскулы — источник.↩︎\nПо пути надо ещё не перепутать её с R-Studio, которая восстанавливает данные с диска. Критическое сходство названий двух программ обязывает к повышенной внимательности при написании работ/статей/отчётов/заявок на гранты, в которых вы упоминаете RStudio — иногда рецензенты весьма недоумевают, как исследователи анализировали данные с помощью ПО для восстановления данных. Хотя это может звучать несколько странно, такой случай имел место быть в реальности…↩︎\nИх мы будем обсуждать в разделе о работе с данными.↩︎\nСогласно правилам современного русского литературного языка, термин «нижнее подчеркивание» является плеоназмом, так как любое подчеркивание выполняется снизу. Однако такой термин используется наряду с терминами подчерк и underscore, поэтому использую его и я.↩︎\nТакой синтаксис используется в Markdown — в частности, R Markdown.↩︎", + "text": "Хотя относительного этого утверждения есть и другие мнения (см. тред, пост и пост).↩︎\nПодробнее см. приложение.↩︎\nНо глубоко внутри — объектно-ориентированным.↩︎\nПодробнее в том же приложении.↩︎\nНа случай, если новое поколение утратило связь с культурным прошлым, а старое поколение желает, чтобы ему подсвело олдскулы — источник.↩︎\nПо пути надо ещё не перепутать её с R-Studio, которая восстанавливает данные с диска. Критическое сходство названий двух программ обязывает к повышенной внимательности при написании работ/статей/отчётов/заявок на гранты, в которых вы упоминаете RStudio — иногда рецензенты весьма недоумевают, как исследователи анализировали данные с помощью ПО для восстановления данных. Хотя это может звучать несколько странно, такой случай имел место быть в реальности…↩︎\nИх мы будем обсуждать в разделе о работе с данными.↩︎\nСогласно правилам современного русского литературного языка, термин «нижнее подчеркивание» является плеоназмом, так как любое подчеркивание выполняется снизу. Однако такой термин используется наряду с терминами подчерк и underscore, поэтому использую его и я.↩︎\nТакой синтаксис используется в Markdown — в частности, R Markdown.↩︎", "crumbs": [ "R", "2  Знакомство с R" @@ -834,11 +856,66 @@ "href": "references.html", "title": "Источники", "section": "", - "text": "Posit team. (2024). RStudio: Integrated development environment for\nr. Posit Software, PBC. http://www.posit.co/\n\n\nR Core Team. (2023). R: A language and environment for statistical\ncomputing. R Foundation for Statistical Computing. https://www.R-project.org/", + "text": "Posit team. (2024). RStudio: Integrated development environment for\nr. Posit Software, PBC. http://www.posit.co/\n\n\nR Core Team. (2023). R: A language and environment for statistical\ncomputing. R Foundation for Statistical Computing. https://www.R-project.org/\n\n\nRoss, Ihaka. (2022, December 27). The r project: A brief history and\nthoughts about the future. The University of Auckland. https://web.archive.org/web/20221228043824/https://www.stat.auckland.ac.nz/~ihaka/downloads/Otago.pdf", "crumbs": [ "Источники" ] }, + { + "objectID": "appendix-proglang.html", + "href": "appendix-proglang.html", + "title": "Приложение E — Языки программирования", + "section": "", + "text": "E.1 Транслятор языка", + "crumbs": [ + "Приложения", + "E  Языки программирования" + ] + }, + { + "objectID": "appendix-proglang.html#proglang-classifications", + "href": "appendix-proglang.html#proglang-classifications", + "title": "Приложение E — Языки программирования", + "section": "E.2 Классификации языков программирования", + "text": "E.2 Классификации языков программирования\n\nE.2.1 По задачам\nЯзыки программирования общего назначения\n\n\nE.2.2 По парадигме\nОбъектно-ориентированные", + "crumbs": [ + "Приложения", + "E  Языки программирования" + ] + }, + { + "objectID": "appendix-math-letters.html", + "href": "appendix-math-letters.html", + "title": "Приложение J — Математические буквы", + "section": "", + "text": "J.1 Латинский алфавит", + "crumbs": [ + "Приложения", + "J  Математические буквы" + ] + }, + { + "objectID": "appendix-math-letters.html#math-letters-latin", + "href": "appendix-math-letters.html#math-letters-latin", + "title": "Приложение J — Математические буквы", + "section": "", + "text": "Начертание\n\n\n\nНазвание\n\n\n\n\nОбычное\nРоманское\nПолужирное\nРукописное\nКонтурное\nГотическое\nБез засечек\n\n\n\n\\(A\\) \\(a\\)\n\\(\\mathrm A\\) \\(\\mathrm a\\)\n\\(\\mathbf A\\) \\(\\mathbf a\\)\n\\(\\mathcal A\\)\n\\(\\mathbb A\\)\n\\(\\mathfrak A\\) \\(\\mathfrak a\\)\n\\(\\mathsf A\\) \\(\\mathsf a\\)\nа\n\n\n\\(B\\) \\(b\\)\n\\(\\mathrm B\\) \\(\\mathrm b\\)\n\\(\\mathbf B\\) \\(\\mathbf b\\)\n\\(\\mathcal B\\)\n\\(\\mathbb B\\)\n\\(\\mathfrak B\\) \\(\\mathfrak b\\)\n\\(\\mathsf B\\) \\(\\mathsf b\\)\nбэ\n\n\n\\(C\\) \\(c\\)\n\\(\\mathrm C\\) \\(\\mathrm c\\)\n\\(\\mathbf C\\) \\(\\mathbf c\\)\n\\(\\mathcal C\\)\n\\(\\mathbb C\\)\n\\(\\mathfrak C\\) \\(\\mathfrak c\\)\n\\(\\mathsf C\\) \\(\\mathsf c\\)\nцэ\n\n\n\\(D\\) \\(d\\)\n\\(\\mathrm D\\) \\(\\mathrm d\\)\n\\(\\mathbf D\\) \\(\\mathbf d\\)\n\\(\\mathcal D\\)\n\\(\\mathbb D\\)\n\\(\\mathfrak D\\) \\(\\mathfrak d\\)\n\\(\\mathsf D\\) \\(\\mathsf d\\)\nдэ\n\n\n\\(E\\) \\(e\\)\n\\(\\mathrm E\\) \\(\\mathrm e\\)\n\\(\\mathbf E\\) \\(\\mathbf e\\)\n\\(\\mathcal E\\)\n\\(\\mathbb E\\)\n\\(\\mathfrak E\\) \\(\\mathfrak e\\)\n\\(\\mathsf E\\) \\(\\mathsf e\\)\nе\n\n\n\\(F\\) \\(f\\)\n\\(\\mathrm F\\) \\(\\mathrm f\\)\n\\(\\mathbf F\\) \\(\\mathbf f\\)\n\\(\\mathcal F\\)\n\\(\\mathbb F\\)\n\\(\\mathfrak F\\) \\(\\mathfrak f\\)\n\\(\\mathsf F\\) \\(\\mathsf f\\)\nэф\n\n\n\\(G\\) \\(g\\)\n\\(\\mathrm G\\) \\(\\mathrm g\\)\n\\(\\mathbf G\\) \\(\\mathbf g\\)\n\\(\\mathcal G\\)\n\\(\\mathbb G\\)\n\\(\\mathfrak G\\) \\(\\mathfrak g\\)\n\\(\\mathsf G\\) \\(\\mathsf g\\)\nжэ\n\n\n\\(H\\) \\(h\\)\n\\(\\mathrm H\\) \\(\\mathrm h\\)\n\\(\\mathbf H\\) \\(\\mathbf h\\)\n\\(\\mathcal H\\)\n\\(\\mathbb H\\)\n\\(\\mathfrak H\\) \\(\\mathfrak h\\)\n\\(\\mathsf H\\) \\(\\mathsf h\\)\nаш\n\n\n\\(I\\) \\(i\\)\n\\(\\mathrm I\\) \\(\\mathrm i\\)\n\\(\\mathbf I\\) \\(\\mathbf i\\)\n\\(\\mathcal I\\)\n\\(\\mathbb I\\)\n\\(\\mathfrak I\\) \\(\\mathfrak i\\)\n\\(\\mathsf I\\) \\(\\mathsf i\\)\nи\n\n\n\\(J\\) \\(j\\)\n\\(\\mathrm J\\) \\(\\mathrm j\\)\n\\(\\mathbf J\\) \\(\\mathbf j\\)\n\\(\\mathcal J\\)\n\\(\\mathbb J\\)\n\\(\\mathfrak J\\) \\(\\mathfrak j\\)\n\\(\\mathsf J\\) \\(\\mathsf j\\)\nжи\n\n\n\\(K\\) \\(k\\)\n\\(\\mathrm K\\) \\(\\mathrm k\\)\n\\(\\mathbf K\\) \\(\\mathbf k\\)\n\\(\\mathcal K\\)\n\\(\\mathbb K\\)\n\\(\\mathfrak K\\) \\(\\mathfrak k\\)\n\\(\\mathsf K\\) \\(\\mathsf k\\)\nка\n\n\n\\(L\\) \\(l\\)\n\\(\\mathrm L\\) \\(\\mathrm l\\)\n\\(\\mathbf L\\) \\(\\mathbf l\\)\n\\(\\mathcal L\\)\n\\(\\mathbb L\\)\n\\(\\mathfrak L\\) \\(\\mathfrak l\\)\n\\(\\mathsf L\\) \\(\\mathsf l\\)\nэль\n\n\n\\(M\\) \\(m\\)\n\\(\\mathrm M\\) \\(\\mathrm m\\)\n\\(\\mathbf M\\) \\(\\mathbf m\\)\n\\(\\mathcal M\\)\n\\(\\mathbb M\\)\n\\(\\mathfrak M\\) \\(\\mathfrak m\\)\n\\(\\mathsf M\\) \\(\\mathsf m\\)\nэм\n\n\n\\(N\\) \\(n\\)\n\\(\\mathrm N\\) \\(\\mathrm n\\)\n\\(\\mathbf N\\) \\(\\mathbf n\\)\n\\(\\mathcal N\\)\n\\(\\mathbb N\\)\n\\(\\mathfrak N\\) \\(\\mathfrak n\\)\n\\(\\mathsf N\\) \\(\\mathsf n\\)\nэн\n\n\n\\(O\\) \\(o\\)\n\\(\\mathrm O\\) \\(\\mathrm o\\)\n\\(\\mathbf O\\) \\(\\mathbf o\\)\n\\(\\mathcal O\\)\n\\(\\mathbb O\\)\n\\(\\mathfrak O\\) \\(\\mathfrak o\\)\n\\(\\mathsf O\\) \\(\\mathsf o\\)\nо\n\n\n\\(P\\) \\(p\\)\n\\(\\mathrm P\\) \\(\\mathrm p\\)\n\\(\\mathbf P\\) \\(\\mathbf p\\)\n\\(\\mathcal P\\)\n\\(\\mathbb P\\)\n\\(\\mathfrak P\\) \\(\\mathfrak p\\)\n\\(\\mathsf P\\) \\(\\mathsf p\\)\nпэ\n\n\n\\(Q\\) \\(q\\)\n\\(\\mathrm Q\\) \\(\\mathrm q\\)\n\\(\\mathbf Q\\) \\(\\mathbf q\\)\n\\(\\mathcal Q\\)\n\\(\\mathbb Q\\)\n\\(\\mathfrak Q\\) \\(\\mathfrak q\\)\n\\(\\mathsf Q\\) \\(\\mathsf q\\)\nку\n\n\n\\(R\\) \\(r\\)\n\\(\\mathrm R\\) \\(\\mathrm r\\)\n\\(\\mathbf R\\) \\(\\mathbf r\\)\n\\(\\mathcal R\\)\n\\(\\mathbb R\\)\n\\(\\mathfrak R\\) \\(\\mathfrak r\\)\n\\(\\mathsf R\\) \\(\\mathsf r\\)\nэр\n\n\n\\(S\\) \\(s\\)\n\\(\\mathrm S\\) \\(\\mathrm s\\)\n\\(\\mathbf S\\) \\(\\mathbf s\\)\n\\(\\mathcal S\\)\n\\(\\mathbb S\\)\n\\(\\mathfrak S\\) \\(\\mathfrak s\\)\n\\(\\mathsf S\\) \\(\\mathsf s\\)\nэс\n\n\n\\(T\\) \\(t\\)\n\\(\\mathrm T\\) \\(\\mathrm t\\)\n\\(\\mathbf T\\) \\(\\mathbf t\\)\n\\(\\mathcal T\\)\n\\(\\mathbb T\\)\n\\(\\mathfrak T\\) \\(\\mathfrak t\\)\n\\(\\mathsf T\\) \\(\\mathsf t\\)\nтэ\n\n\n\\(U\\) \\(u\\)\n\\(\\mathrm U\\) \\(\\mathrm u\\)\n\\(\\mathbf U\\) \\(\\mathbf u\\)\n\\(\\mathcal U\\)\n\\(\\mathbb U\\)\n\\(\\mathfrak U\\) \\(\\mathfrak u\\)\n\\(\\mathsf U\\) \\(\\mathsf u\\)\nу\n\n\n\\(V\\) \\(v\\)\n\\(\\mathrm V\\) \\(\\mathrm v\\)\n\\(\\mathbf V\\) \\(\\mathbf v\\)\n\\(\\mathcal V\\)\n\\(\\mathbb V\\)\n\\(\\mathfrak V\\) \\(\\mathfrak v\\)\n\\(\\mathsf V\\) \\(\\mathsf v\\)\nвэ\n\n\n\\(W\\) \\(w\\)\n\\(\\mathrm W\\) \\(\\mathrm w\\)\n\\(\\mathbf W\\) \\(\\mathbf w\\)\n\\(\\mathcal W\\)\n\\(\\mathbb W\\)\n\\(\\mathfrak W\\) \\(\\mathfrak w\\)\n\\(\\mathsf W\\) \\(\\mathsf w\\)\nдубль вэ\n\n\n\\(X\\) \\(x\\)\n\\(\\mathrm X\\) \\(\\mathrm x\\)\n\\(\\mathbf X\\) \\(\\mathbf x\\)\n\\(\\mathcal X\\)\n\\(\\mathbb X\\)\n\\(\\mathfrak X\\) \\(\\mathfrak x\\)\n\\(\\mathsf X\\) \\(\\mathsf x\\)\nикс\n\n\n\\(Y\\) \\(y\\)\n\\(\\mathrm Y\\) \\(\\mathrm y\\)\n\\(\\mathbf Y\\) \\(\\mathbf y\\)\n\\(\\mathcal Y\\)\n\\(\\mathbb Y\\)\n\\(\\mathfrak Y\\) \\(\\mathfrak y\\)\n\\(\\mathsf Y\\) \\(\\mathsf y\\)\nигрек\n\n\n\\(Z\\) \\(z\\)\n\\(\\mathrm Z\\) \\(\\mathrm z\\)\n\\(\\mathbf Z\\) \\(\\mathbf z\\)\n\\(\\mathcal Z\\)\n\\(\\mathbb Z\\)\n\\(\\mathfrak Z\\) \\(\\mathfrak z\\)\n\\(\\mathsf Z\\) \\(\\mathsf z\\)\nзет", + "crumbs": [ + "Приложения", + "J  Математические буквы" + ] + }, + { + "objectID": "appendix-math-letters.html#math-letters-greek", + 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\\(\\psi\\)\nпси\n\n\n\\(\\Omega\\) \\(\\omega\\)\nомега", + "crumbs": [ + "Приложения", + "J  Математические буквы" + ] + }, { "objectID": "appendix-answers.html", "href": "appendix-answers.html", diff --git a/docs/dpl/site_libs/bootstrap/bootstrap-dark.min.css b/docs/dpl/site_libs/bootstrap/bootstrap-dark.min.css index 47c987e..367283e 100644 --- a/docs/dpl/site_libs/bootstrap/bootstrap-dark.min.css +++ b/docs/dpl/site_libs/bootstrap/bootstrap-dark.min.css @@ -9,4 +9,4 @@ * we also add `bright-[color]-` synonyms for the `-[color]-intense` classes since * that seems to be what ansi_up emits * 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b/docs/dpl/site_libs/bootstrap/bootstrap.min.css @@ -9,4 +9,4 @@ * we also add `bright-[color]-` synonyms for the `-[color]-intense` classes since * that seems to be what ansi_up emits * 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1.5em [body-end] 29.4px [body-end-outset] minmax(63px, 121.8px) [page-end-inset] 29.4px [page-end] 4fr [screen-end-inset] 1.5em [screen-end]}body.floating.listing .page-columns{display:grid;gap:0;grid-template-columns:[screen-start] 1.5em [screen-start-inset] 5fr [page-start page-start-inset body-start-outset body-start] 1em [body-content-start] minmax(500px, calc(850px - 3em)) [body-content-end] 1.5em [body-end] 42px [body-end-outset] minmax(63px, 126px) [page-end-inset] 21px [page-end] 4fr [screen-end-inset] 1.5em [screen-end]}}@media(max-width: 767.98px){body .page-columns,body.fullcontent:not(.floating):not(.docked) .page-columns,body.slimcontent:not(.floating):not(.docked) .page-columns,body.docked .page-columns,body.docked.slimcontent .page-columns,body.docked.fullcontent .page-columns,body.floating .page-columns,body.floating.slimcontent .page-columns,body.floating.fullcontent .page-columns{display:grid;gap:0;grid-template-columns:[screen-start] 1.5em [screen-start-inset 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