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nu når og også om op os over på selv sig sin sine sit skal skulle som sådan thi til ud under var vi vil ville vor være været".split(" ")),e.Pipeline.registerFunction(e.da.stopWordFilter,"stopWordFilter-da")}}); \ No newline at end of file diff --git a/site/assets/javascripts/lunr/min/lunr.de.min.js b/site/assets/javascripts/lunr/min/lunr.de.min.js deleted file mode 100644 index f3b5c10..0000000 --- a/site/assets/javascripts/lunr/min/lunr.de.min.js +++ /dev/null @@ -1,18 +0,0 @@ -/*! - * Lunr languages, `German` language - * https://github.com/MihaiValentin/lunr-languages - * - * Copyright 2014, Mihai Valentin - * http://www.mozilla.org/MPL/ - */ -/*! - * based on - * Snowball JavaScript Library v0.3 - * http://code.google.com/p/urim/ - * http://snowball.tartarus.org/ - * - * Copyright 2010, Oleg Mazko - * http://www.mozilla.org/MPL/ - */ - -!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.de=function(){this.pipeline.reset(),this.pipeline.add(e.de.trimmer,e.de.stopWordFilter,e.de.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.de.stemmer))},e.de.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.de.trimmer=e.trimmerSupport.generateTrimmer(e.de.wordCharacters),e.Pipeline.registerFunction(e.de.trimmer,"trimmer-de"),e.de.stemmer=function(){var r=e.stemmerSupport.Among,n=e.stemmerSupport.SnowballProgram,i=new function(){function e(e,r,n){return!(!v.eq_s(1,e)||(v.ket=v.cursor,!v.in_grouping(p,97,252)))&&(v.slice_from(r),v.cursor=n,!0)}function i(){for(var 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andere anderem anderen anderer anderes anderm andern anderr anders auch auf aus bei bin bis bist da damit dann das dasselbe dazu daß dein deine deinem deinen deiner deines dem demselben den denn denselben der derer derselbe derselben des desselben dessen dich die dies diese dieselbe dieselben diesem diesen dieser dieses dir doch dort du durch ein eine einem einen einer eines einig einige einigem einigen einiger einiges einmal er es etwas euch euer eure eurem euren eurer eures für gegen gewesen hab habe haben hat hatte hatten hier hin hinter ich ihm ihn ihnen ihr ihre ihrem ihren ihrer ihres im in indem ins ist jede jedem jeden jeder jedes jene jenem jenen jener jenes jetzt kann kein keine keinem keinen keiner keines können könnte machen man manche manchem manchen mancher manches mein meine meinem meinen meiner meines mich mir mit muss musste nach nicht nichts noch nun nur ob oder ohne sehr sein seine seinem seinen seiner seines selbst sich sie sind so solche solchem solchen solcher solches soll sollte sondern sonst um und uns unse unsem unsen unser unses unter viel vom von vor war waren warst was weg weil weiter welche welchem welchen welcher welches wenn werde werden wie wieder will wir wird wirst wo wollen wollte während würde würden zu zum zur zwar zwischen über".split(" ")),e.Pipeline.registerFunction(e.de.stopWordFilter,"stopWordFilter-de")}}); \ No newline at end of file diff --git a/site/assets/javascripts/lunr/min/lunr.du.min.js b/site/assets/javascripts/lunr/min/lunr.du.min.js deleted file mode 100644 index 49a0f3f..0000000 --- a/site/assets/javascripts/lunr/min/lunr.du.min.js +++ /dev/null @@ -1,18 +0,0 @@ -/*! - * Lunr languages, `Dutch` language - * https://github.com/MihaiValentin/lunr-languages - * - * Copyright 2014, Mihai Valentin - * http://www.mozilla.org/MPL/ - */ -/*! - * based on - * Snowball JavaScript Library v0.3 - * http://code.google.com/p/urim/ - * http://snowball.tartarus.org/ - * - * Copyright 2010, Oleg Mazko - * 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index 29f5dfc..0000000 --- a/site/assets/javascripts/lunr/min/lunr.fi.min.js +++ /dev/null @@ -1,18 +0,0 @@ -/*! - * Lunr languages, `Finnish` language - * https://github.com/MihaiValentin/lunr-languages - * - * Copyright 2014, Mihai Valentin - * http://www.mozilla.org/MPL/ - */ -/*! - * based on - * Snowball JavaScript Library v0.3 - * http://code.google.com/p/urim/ - * http://snowball.tartarus.org/ - * - * Copyright 2010, Oleg Mazko - * http://www.mozilla.org/MPL/ - */ - -!function(i,e){"function"==typeof define&&define.amd?define(e):"object"==typeof exports?module.exports=e():e()(i.lunr)}(this,function(){return function(i){if(void 0===i)throw new Error("Lunr is not present. 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")),i.Pipeline.registerFunction(i.fi.stopWordFilter,"stopWordFilter-fi")}}); \ No newline at end of file diff --git a/site/assets/javascripts/lunr/min/lunr.fr.min.js b/site/assets/javascripts/lunr/min/lunr.fr.min.js deleted file mode 100644 index 68cd009..0000000 --- a/site/assets/javascripts/lunr/min/lunr.fr.min.js +++ /dev/null @@ -1,18 +0,0 @@ -/*! - * Lunr languages, `French` language - * https://github.com/MihaiValentin/lunr-languages - * - * Copyright 2014, Mihai Valentin - * http://www.mozilla.org/MPL/ - */ -/*! - * based on - * Snowball JavaScript Library v0.3 - * http://code.google.com/p/urim/ - * http://snowball.tartarus.org/ - * - * Copyright 2010, Oleg Mazko - * http://www.mozilla.org/MPL/ - */ - -!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. 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sarò se sei si sia siamo siano siate siete sono sta stai stando stanno starai staranno starebbe starebbero starei staremmo staremo stareste staresti starete starà starò stava stavamo stavano stavate stavi stavo stemmo stesse stessero stessi stessimo steste stesti stette stettero stetti stia stiamo stiano stiate sto su sua sue sugl sugli sui sul sull sulla sulle sullo suo suoi ti tra tu tua tue tuo tuoi tutti tutto un una uno vi voi vostra vostre vostri vostro è".split(" ")),e.Pipeline.registerFunction(e.it.stopWordFilter,"stopWordFilter-it")}}); \ No newline at end of file diff --git a/site/assets/javascripts/lunr/min/lunr.ja.min.js b/site/assets/javascripts/lunr/min/lunr.ja.min.js deleted file mode 100644 index 5f254eb..0000000 --- a/site/assets/javascripts/lunr/min/lunr.ja.min.js +++ /dev/null @@ -1 +0,0 @@ -!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new 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")),r.Pipeline.registerFunction(r.nl.stopWordFilter,"stopWordFilter-nl")}}); \ No newline at end of file diff --git a/site/assets/javascripts/lunr/min/lunr.no.min.js b/site/assets/javascripts/lunr/min/lunr.no.min.js deleted file mode 100644 index 92bc7e4..0000000 --- a/site/assets/javascripts/lunr/min/lunr.no.min.js +++ /dev/null @@ -1,18 +0,0 @@ -/*! - * Lunr languages, `Norwegian` language - * https://github.com/MihaiValentin/lunr-languages - * - * Copyright 2014, Mihai Valentin - * http://www.mozilla.org/MPL/ - */ -/*! - * based on - * Snowball JavaScript Library v0.3 - * http://code.google.com/p/urim/ - * http://snowball.tartarus.org/ - * - * Copyright 2010, Oleg Mazko - * http://www.mozilla.org/MPL/ - */ - -!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. 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dă ea ei el ele eram este eu eşti face fata fi fie fiecare fii fim fiu fiţi frumos fără graţie halbă iar ieri la le li lor lui lângă lîngă mai mea mei mele mereu meu mi mie mine mult multă mulţi mulţumesc mâine mîine mă ne nevoie nici nicăieri nimeni nimeri nimic nişte noastre noastră noi noroc nostru nouă noştri nu opt ori oricare orice oricine oricum oricând oricât oricînd oricît oriunde patra patru patrulea pe pentru peste pic poate pot prea prima primul prin puţin puţina puţină până pînă rog sa sale sau se spate spre sub sunt suntem sunteţi sută sînt sîntem sînteţi să săi său ta tale te timp tine toate toată tot totuşi toţi trei treia treilea tu tăi tău un una unde undeva unei uneia unele uneori unii unor unora unu unui unuia unul vi voastre voastră voi vostru vouă voştri vreme vreo vreun vă zece zero zi zice îi îl îmi împotriva în înainte înaintea încotro încât încît între întrucât întrucît îţi ăla ălea ăsta ăstea ăştia şapte şase şi ştiu ţi ţie".split(" 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Please include / require Lunr stemmer support before this script.");var r="2"==e.version[0];e.th=function(){this.pipeline.reset(),this.pipeline.add(e.th.trimmer),r?this.tokenizer=e.th.tokenizer:(e.tokenizer&&(e.tokenizer=e.th.tokenizer),this.tokenizerFn&&(this.tokenizerFn=e.th.tokenizer))},e.th.wordCharacters="[฀-๿]",e.th.trimmer=e.trimmerSupport.generateTrimmer(e.th.wordCharacters),e.Pipeline.registerFunction(e.th.trimmer,"trimmer-th");var t=e.wordcut;t.init(),e.th.tokenizer=function(i){if(!arguments.length||null==i||void 0==i)return[];if(Array.isArray(i))return i.map(function(t){return r?new e.Token(t):t});var n=i.toString().replace(/^\s+/,"");return t.cut(n).split("|")}}}); \ No newline at end of file diff --git a/site/assets/javascripts/lunr/min/lunr.tr.min.js b/site/assets/javascripts/lunr/min/lunr.tr.min.js deleted file mode 100644 index 563f6ec..0000000 --- a/site/assets/javascripts/lunr/min/lunr.tr.min.js +++ /dev/null @@ -1,18 +0,0 @@ -/*! - * Lunr languages, `Turkish` language - * https://github.com/MihaiValentin/lunr-languages - * - * Copyright 2014, Mihai Valentin - * http://www.mozilla.org/MPL/ - */ -/*! - * based on - * Snowball JavaScript Library v0.3 - * http://code.google.com/p/urim/ - * http://snowball.tartarus.org/ - * - * Copyright 2010, Oleg Mazko - * http://www.mozilla.org/MPL/ - */ - -!function(r,i){"function"==typeof define&&define.amd?define(i):"object"==typeof exports?module.exports=i():i()(r.lunr)}(this,function(){return function(r){if(void 0===r)throw new Error("Lunr is not present. 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- }) - this.addWords(words, false) - } - if(finalize){ - this.finalizeDict(); - } - }, - - dictSeek: function (l, r, ch, strOffset, pos) { - var ans = null; - while (l <= r) { - var m = Math.floor((l + r) / 2), - dict_item = this.dict[m], - len = dict_item.length; - if (len <= strOffset) { - l = m + 1; - } else { - var ch_ = dict_item[strOffset]; - if (ch_ < ch) { - l = m + 1; - } else if (ch_ > ch) { - r = m - 1; - } else { - ans = m; - if (pos == LEFT) { - r = m - 1; - } else { - l = m + 1; - } - } - } - } - return ans; - }, - - isFinal: function (acceptor) { - return this.dict[acceptor.l].length == acceptor.strOffset; - }, - - createAcceptor: function () { - return { - l: 0, - r: this.dict.length - 1, - strOffset: 0, - isFinal: false, - dict: this, - transit: function (ch) { - return this.dict.transit(this, ch); - }, - isError: false, - tag: "DICT", - w: 1, - type: "DICT" - }; - }, - - transit: function (acceptor, ch) { - var l = this.dictSeek(acceptor.l, - acceptor.r, - ch, - acceptor.strOffset, - LEFT); - if (l !== null) { - var r = this.dictSeek(l, - acceptor.r, - ch, - acceptor.strOffset, - RIGHT); - acceptor.l = l; - acceptor.r = r; - acceptor.strOffset++; - acceptor.isFinal = this.isFinal(acceptor); - } else { - acceptor.isError = true; - } - return acceptor; - }, - - sortuniq: function(a){ - return a.sort().filter(function(item, pos, arr){ - return !pos || item != arr[pos - 1]; - }) - }, - - flatten: function(a){ - //[[1,2],[3]] -> [1,2,3] - return [].concat.apply([], a); - } -}; -module.exports = WordcutDict; - -}).call(this,"/dist/tmp") -},{"glob":16,"path":22}],3:[function(require,module,exports){ -var WordRule = { - createAcceptor: function(tag) { - if (tag["WORD_RULE"]) - return null; - - return {strOffset: 0, - isFinal: false, - transit: function(ch) { - var lch = ch.toLowerCase(); - if (lch >= "a" && lch <= "z") { - this.isFinal = true; - this.strOffset++; - } else { - this.isError = true; - } - return this; - }, - isError: false, - tag: "WORD_RULE", - type: "WORD_RULE", - w: 1}; - } -}; - -var NumberRule = { - createAcceptor: function(tag) { - if (tag["NUMBER_RULE"]) - return null; - - return {strOffset: 0, - isFinal: false, - transit: function(ch) { - if (ch >= "0" && ch <= "9") { - this.isFinal = true; - this.strOffset++; - } else { - this.isError = true; - } - return this; - }, - isError: false, - tag: "NUMBER_RULE", - type: "NUMBER_RULE", - w: 1}; - } -}; - -var SpaceRule = { - tag: "SPACE_RULE", - createAcceptor: function(tag) { - - if (tag["SPACE_RULE"]) - return null; - - return {strOffset: 0, - isFinal: false, - transit: function(ch) { - if (ch == " " || ch == "\t" || ch == "\r" || ch == "\n" || - ch == "\u00A0" || ch=="\u2003"//nbsp and emsp - ) { - this.isFinal = true; - this.strOffset++; - } else { - this.isError = true; - } - return this; - }, - isError: false, - tag: SpaceRule.tag, - w: 1, - type: "SPACE_RULE"}; - } -} - -var SingleSymbolRule = { - tag: "SINSYM", - createAcceptor: function(tag) { - return {strOffset: 0, - isFinal: false, - transit: function(ch) { - if (this.strOffset == 0 && ch.match(/^[\@\(\)\/\,\-\."`]$/)) { - this.isFinal = true; - this.strOffset++; - } else { - this.isError = true; - } - return this; - }, - isError: false, - tag: "SINSYM", - w: 1, - type: "SINSYM"}; - } -} - - -var LatinRules = [WordRule, SpaceRule, SingleSymbolRule, NumberRule]; - -module.exports = LatinRules; - -},{}],4:[function(require,module,exports){ -var _ = require("underscore") - , WordcutCore = require("./wordcut_core"); -var PathInfoBuilder = { - - /* - buildByPartAcceptors: function(path, acceptors, i) { - var - var genInfos = partAcceptors.reduce(function(genInfos, acceptor) { - - }, []); - - return genInfos; - } - */ - - buildByAcceptors: function(path, finalAcceptors, i) { - var self = this; - var infos = finalAcceptors.map(function(acceptor) { - var p = i - acceptor.strOffset + 1 - , _info = path[p]; - - var info = {p: p, - mw: _info.mw + (acceptor.mw === undefined ? 0 : acceptor.mw), - w: acceptor.w + _info.w, - unk: (acceptor.unk ? acceptor.unk : 0) + _info.unk, - type: acceptor.type}; - - if (acceptor.type == "PART") { - for(var j = p + 1; j <= i; j++) { - path[j].merge = p; - } - info.merge = p; - } - - return info; - }); - return infos.filter(function(info) { return info; }); - }, - - fallback: function(path, leftBoundary, text, i) { - var _info = path[leftBoundary]; - if (text[i].match(/[\u0E48-\u0E4E]/)) { - if (leftBoundary != 0) - leftBoundary = path[leftBoundary].p; - return {p: leftBoundary, - mw: 0, - w: 1 + _info.w, - unk: 1 + _info.unk, - type: "UNK"}; -/* } else if(leftBoundary > 0 && path[leftBoundary].type !== "UNK") { - leftBoundary = path[leftBoundary].p; - return {p: leftBoundary, - w: 1 + _info.w, - unk: 1 + _info.unk, - type: "UNK"}; */ - } else { - return {p: leftBoundary, - mw: _info.mw, - w: 1 + _info.w, - unk: 1 + _info.unk, - type: "UNK"}; - } - }, - - build: function(path, finalAcceptors, i, leftBoundary, text) { - var basicPathInfos = this.buildByAcceptors(path, finalAcceptors, i); - if (basicPathInfos.length > 0) { - return basicPathInfos; - } else { - return [this.fallback(path, leftBoundary, text, i)]; - } - } -}; - -module.exports = function() { - return _.clone(PathInfoBuilder); -} - -},{"./wordcut_core":8,"underscore":25}],5:[function(require,module,exports){ -var _ = require("underscore"); - - -var PathSelector = { - selectPath: function(paths) { - var path = paths.reduce(function(selectedPath, path) { - if (selectedPath == null) { - return path; - } else { - if (path.unk < selectedPath.unk) - return path; - if (path.unk == selectedPath.unk) { - if (path.mw < selectedPath.mw) - return path - if (path.mw == selectedPath.mw) { - if (path.w < selectedPath.w) - return path; - } - } - return selectedPath; - } - }, null); - return path; - }, - - createPath: function() { - return [{p:null, w:0, unk:0, type: "INIT", mw:0}]; - } -}; - -module.exports = function() { - return _.clone(PathSelector); -}; - -},{"underscore":25}],6:[function(require,module,exports){ -function isMatch(pat, offset, ch) { - if (pat.length <= offset) - return false; - var _ch = pat[offset]; - return _ch == ch || - (_ch.match(/[กข]/) && ch.match(/[ก-ฮ]/)) || - (_ch.match(/[มบ]/) && ch.match(/[ก-ฮ]/)) || - (_ch.match(/\u0E49/) && ch.match(/[\u0E48-\u0E4B]/)); -} - -var Rule0 = { - pat: "เหก็ม", - createAcceptor: function(tag) { - return {strOffset: 0, - isFinal: false, - transit: function(ch) { - if (isMatch(Rule0.pat, this.strOffset,ch)) { - this.isFinal = (this.strOffset + 1 == Rule0.pat.length); - this.strOffset++; - } else { - this.isError = true; - } - return this; - }, - isError: false, - tag: "THAI_RULE", - type: "THAI_RULE", - w: 1}; - } -}; - -var PartRule = { - createAcceptor: function(tag) { - return {strOffset: 0, - patterns: [ - "แก", "เก", "ก้", "กก์", "กา", "กี", "กิ", "กืก" - ], - isFinal: false, - transit: function(ch) { - var offset = this.strOffset; - this.patterns = this.patterns.filter(function(pat) { - return isMatch(pat, offset, ch); - }); - - if (this.patterns.length > 0) { - var len = 1 + offset; - this.isFinal = this.patterns.some(function(pat) { - return pat.length == len; - }); - this.strOffset++; - } else { - this.isError = true; - } - return this; - }, - isError: false, - tag: "PART", - type: "PART", - unk: 1, - w: 1}; - } -}; - -var ThaiRules = [Rule0, PartRule]; - -module.exports = ThaiRules; - -},{}],7:[function(require,module,exports){ -var sys = require("sys") - , WordcutDict = require("./dict") - , WordcutCore = require("./wordcut_core") - , PathInfoBuilder = require("./path_info_builder") - , PathSelector = require("./path_selector") - , Acceptors = require("./acceptors") - , latinRules = require("./latin_rules") - , thaiRules = require("./thai_rules") - , _ = require("underscore"); - - -var Wordcut = Object.create(WordcutCore); -Wordcut.defaultPathInfoBuilder = PathInfoBuilder; -Wordcut.defaultPathSelector = PathSelector; -Wordcut.defaultAcceptors = Acceptors; -Wordcut.defaultLatinRules = latinRules; -Wordcut.defaultThaiRules = thaiRules; -Wordcut.defaultDict = WordcutDict; - - -Wordcut.initNoDict = function(dict_path) { - var self = this; - self.pathInfoBuilder = new self.defaultPathInfoBuilder; - self.pathSelector = new self.defaultPathSelector; - self.acceptors = new self.defaultAcceptors; - self.defaultLatinRules.forEach(function(rule) { - self.acceptors.creators.push(rule); - }); - self.defaultThaiRules.forEach(function(rule) { - self.acceptors.creators.push(rule); - }); -}; - -Wordcut.init = function(dict_path, withDefault, additionalWords) { - withDefault = withDefault || false; - this.initNoDict(); - var dict = _.clone(this.defaultDict); - dict.init(dict_path, withDefault, additionalWords); - this.acceptors.creators.push(dict); -}; - -module.exports = Wordcut; - -},{"./acceptors":1,"./dict":2,"./latin_rules":3,"./path_info_builder":4,"./path_selector":5,"./thai_rules":6,"./wordcut_core":8,"sys":28,"underscore":25}],8:[function(require,module,exports){ -var WordcutCore = { - - buildPath: function(text) { - var self = this - , path = self.pathSelector.createPath() - , leftBoundary = 0; - self.acceptors.reset(); - for (var i = 0; i < text.length; i++) { - var ch = text[i]; - self.acceptors.transit(ch); - - var possiblePathInfos = self - .pathInfoBuilder - .build(path, - self.acceptors.getFinalAcceptors(), - i, - leftBoundary, - text); - var selectedPath = self.pathSelector.selectPath(possiblePathInfos) - - path.push(selectedPath); - if (selectedPath.type !== "UNK") { - leftBoundary = i; - } - } - return path; - }, - - pathToRanges: function(path) { - var e = path.length - 1 - , ranges = []; - - while (e > 0) { - var info = path[e] - , s = info.p; - - if (info.merge !== undefined && ranges.length > 0) { - var r = ranges[ranges.length - 1]; - r.s = info.merge; - s = r.s; - } else { - ranges.push({s:s, e:e}); - } - e = s; - } - return ranges.reverse(); - }, - - rangesToText: function(text, ranges, delimiter) { - return ranges.map(function(r) { - return text.substring(r.s, r.e); - }).join(delimiter); - }, - - cut: function(text, delimiter) { - var path = this.buildPath(text) - , ranges = this.pathToRanges(path); - return this - .rangesToText(text, ranges, - (delimiter === undefined ? "|" : delimiter)); - }, - - cutIntoRanges: function(text, noText) { - var path = this.buildPath(text) - , ranges = this.pathToRanges(path); - - if (!noText) { - ranges.forEach(function(r) { - r.text = text.substring(r.s, r.e); - }); - } - return ranges; - }, - - cutIntoArray: function(text) { - var path = this.buildPath(text) - , ranges = this.pathToRanges(path); - - return ranges.map(function(r) { - return text.substring(r.s, r.e) - }); - } -}; - -module.exports = WordcutCore; - -},{}],9:[function(require,module,exports){ -// http://wiki.commonjs.org/wiki/Unit_Testing/1.0 -// -// THIS IS NOT TESTED NOR LIKELY TO WORK OUTSIDE V8! -// -// Originally from narwhal.js (http://narwhaljs.org) -// Copyright (c) 2009 Thomas Robinson <280north.com> -// -// Permission is hereby granted, free of charge, to any person obtaining a copy -// of this software and associated documentation files (the 'Software'), to -// deal in the Software without restriction, including without limitation the -// rights to use, copy, modify, merge, publish, distribute, sublicense, and/or -// sell copies of the Software, and to permit persons to whom the Software is -// furnished to do so, subject to the following conditions: -// -// The above copyright notice and this permission notice shall be included in -// all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED 'AS IS', WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -// AUTHORS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN -// ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION -// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. - -// when used in node, this will actually load the util module we depend on -// versus loading the builtin util module as happens otherwise -// this is a bug in node module loading as far as I am concerned -var util = require('util/'); - -var pSlice = Array.prototype.slice; -var hasOwn = Object.prototype.hasOwnProperty; - -// 1. The assert module provides functions that throw -// AssertionError's when particular conditions are not met. The -// assert module must conform to the following interface. - -var assert = module.exports = ok; - -// 2. The AssertionError is defined in assert. -// new assert.AssertionError({ message: message, -// actual: actual, -// expected: expected }) - -assert.AssertionError = function AssertionError(options) { - this.name = 'AssertionError'; - this.actual = options.actual; - this.expected = options.expected; - this.operator = options.operator; - if (options.message) { - this.message = options.message; - this.generatedMessage = false; - } else { - this.message = getMessage(this); - this.generatedMessage = true; - } - var stackStartFunction = options.stackStartFunction || fail; - - if (Error.captureStackTrace) { - Error.captureStackTrace(this, stackStartFunction); - } - else { - // non v8 browsers so we can have a stacktrace - var err = new Error(); - if (err.stack) { - var out = err.stack; - - // try to strip useless frames - var fn_name = stackStartFunction.name; - var idx = out.indexOf('\n' + fn_name); - if (idx >= 0) { - // once we have located the function frame - // we need to strip out everything before it (and its line) - var next_line = out.indexOf('\n', idx + 1); - out = out.substring(next_line + 1); - } - - this.stack = out; - } - } -}; - -// assert.AssertionError instanceof Error -util.inherits(assert.AssertionError, Error); - -function replacer(key, value) { - if (util.isUndefined(value)) { - return '' + value; - } - if (util.isNumber(value) && !isFinite(value)) { - return value.toString(); - } - if (util.isFunction(value) || util.isRegExp(value)) { - return value.toString(); - } - return value; -} - -function truncate(s, n) { - if (util.isString(s)) { - return s.length < n ? s : s.slice(0, n); - } else { - return s; - } -} - -function getMessage(self) { - return truncate(JSON.stringify(self.actual, replacer), 128) + ' ' + - self.operator + ' ' + - truncate(JSON.stringify(self.expected, replacer), 128); -} - -// At present only the three keys mentioned above are used and -// understood by the spec. Implementations or sub modules can pass -// other keys to the AssertionError's constructor - they will be -// ignored. - -// 3. All of the following functions must throw an AssertionError -// when a corresponding condition is not met, with a message that -// may be undefined if not provided. All assertion methods provide -// both the actual and expected values to the assertion error for -// display purposes. - -function fail(actual, expected, message, operator, stackStartFunction) { - throw new assert.AssertionError({ - message: message, - actual: actual, - expected: expected, - operator: operator, - stackStartFunction: stackStartFunction - }); -} - -// EXTENSION! allows for well behaved errors defined elsewhere. -assert.fail = fail; - -// 4. Pure assertion tests whether a value is truthy, as determined -// by !!guard. -// assert.ok(guard, message_opt); -// This statement is equivalent to assert.equal(true, !!guard, -// message_opt);. To test strictly for the value true, use -// assert.strictEqual(true, guard, message_opt);. - -function ok(value, message) { - if (!value) fail(value, true, message, '==', assert.ok); -} -assert.ok = ok; - -// 5. The equality assertion tests shallow, coercive equality with -// ==. -// assert.equal(actual, expected, message_opt); - -assert.equal = function equal(actual, expected, message) { - if (actual != expected) fail(actual, expected, message, '==', assert.equal); -}; - -// 6. The non-equality assertion tests for whether two objects are not equal -// with != assert.notEqual(actual, expected, message_opt); - -assert.notEqual = function notEqual(actual, expected, message) { - if (actual == expected) { - fail(actual, expected, message, '!=', assert.notEqual); - } -}; - -// 7. The equivalence assertion tests a deep equality relation. -// assert.deepEqual(actual, expected, message_opt); - -assert.deepEqual = function deepEqual(actual, expected, message) { - if (!_deepEqual(actual, expected)) { - fail(actual, expected, message, 'deepEqual', assert.deepEqual); - } -}; - -function _deepEqual(actual, expected) { - // 7.1. All identical values are equivalent, as determined by ===. - if (actual === expected) { - return true; - - } else if (util.isBuffer(actual) && util.isBuffer(expected)) { - if (actual.length != expected.length) return false; - - for (var i = 0; i < actual.length; i++) { - if (actual[i] !== expected[i]) return false; - } - - return true; - - // 7.2. If the expected value is a Date object, the actual value is - // equivalent if it is also a Date object that refers to the same time. - } else if (util.isDate(actual) && util.isDate(expected)) { - return actual.getTime() === expected.getTime(); - - // 7.3 If the expected value is a RegExp object, the actual value is - // equivalent if it is also a RegExp object with the same source and - // properties (`global`, `multiline`, `lastIndex`, `ignoreCase`). - } else if (util.isRegExp(actual) && util.isRegExp(expected)) { - return actual.source === expected.source && - actual.global === expected.global && - actual.multiline === expected.multiline && - actual.lastIndex === expected.lastIndex && - actual.ignoreCase === expected.ignoreCase; - - // 7.4. Other pairs that do not both pass typeof value == 'object', - // equivalence is determined by ==. - } else if (!util.isObject(actual) && !util.isObject(expected)) { - return actual == expected; - - // 7.5 For all other Object pairs, including Array objects, equivalence is - // determined by having the same number of owned properties (as verified - // with Object.prototype.hasOwnProperty.call), the same set of keys - // (although not necessarily the same order), equivalent values for every - // corresponding key, and an identical 'prototype' property. Note: this - // accounts for both named and indexed properties on Arrays. - } else { - return objEquiv(actual, expected); - } -} - -function isArguments(object) { - return Object.prototype.toString.call(object) == '[object Arguments]'; -} - -function objEquiv(a, b) { - if (util.isNullOrUndefined(a) || util.isNullOrUndefined(b)) - return false; - // an identical 'prototype' property. - if (a.prototype !== b.prototype) return false; - // if one is a primitive, the other must be same - if (util.isPrimitive(a) || util.isPrimitive(b)) { - return a === b; - } - var aIsArgs = isArguments(a), - bIsArgs = isArguments(b); - if ((aIsArgs && !bIsArgs) || (!aIsArgs && bIsArgs)) - return false; - if (aIsArgs) { - a = pSlice.call(a); - b = pSlice.call(b); - return _deepEqual(a, b); - } - var ka = objectKeys(a), - kb = objectKeys(b), - key, i; - // having the same number of owned properties (keys incorporates - // hasOwnProperty) - if (ka.length != kb.length) - return false; - //the same set of keys (although not necessarily the same order), - ka.sort(); - kb.sort(); - //~~~cheap key test - for (i = ka.length - 1; i >= 0; i--) { - if (ka[i] != kb[i]) - return false; - } - //equivalent values for every corresponding key, and - //~~~possibly expensive deep test - for (i = ka.length - 1; i >= 0; i--) { - key = ka[i]; - if (!_deepEqual(a[key], b[key])) return false; - } - return true; -} - -// 8. The non-equivalence assertion tests for any deep inequality. -// assert.notDeepEqual(actual, expected, message_opt); - -assert.notDeepEqual = function notDeepEqual(actual, expected, message) { - if (_deepEqual(actual, expected)) { - fail(actual, expected, message, 'notDeepEqual', assert.notDeepEqual); - } -}; - -// 9. The strict equality assertion tests strict equality, as determined by ===. -// assert.strictEqual(actual, expected, message_opt); - -assert.strictEqual = function strictEqual(actual, expected, message) { - if (actual !== expected) { - fail(actual, expected, message, '===', assert.strictEqual); - } -}; - -// 10. The strict non-equality assertion tests for strict inequality, as -// determined by !==. assert.notStrictEqual(actual, expected, message_opt); - -assert.notStrictEqual = function notStrictEqual(actual, expected, message) { - if (actual === expected) { - fail(actual, expected, message, '!==', assert.notStrictEqual); - } -}; - -function expectedException(actual, expected) { - if (!actual || !expected) { - return false; - } - - if (Object.prototype.toString.call(expected) == '[object RegExp]') { - return expected.test(actual); - } else if (actual instanceof expected) { - return true; - } else if (expected.call({}, actual) === true) { - return true; - } - - return false; -} - -function _throws(shouldThrow, block, expected, message) { - var actual; - - if (util.isString(expected)) { - message = expected; - expected = null; - } - - try { - block(); - } catch (e) { - actual = e; - } - - message = (expected && expected.name ? ' (' + expected.name + ').' : '.') + - (message ? ' ' + message : '.'); - - if (shouldThrow && !actual) { - fail(actual, expected, 'Missing expected exception' + message); - } - - if (!shouldThrow && expectedException(actual, expected)) { - fail(actual, expected, 'Got unwanted exception' + message); - } - - if ((shouldThrow && actual && expected && - !expectedException(actual, expected)) || (!shouldThrow && actual)) { - throw actual; - } -} - -// 11. Expected to throw an error: -// assert.throws(block, Error_opt, message_opt); - -assert.throws = function(block, /*optional*/error, /*optional*/message) { - _throws.apply(this, [true].concat(pSlice.call(arguments))); -}; - -// EXTENSION! This is annoying to write outside this module. -assert.doesNotThrow = function(block, /*optional*/message) { - _throws.apply(this, [false].concat(pSlice.call(arguments))); -}; - -assert.ifError = function(err) { if (err) {throw err;}}; - -var objectKeys = Object.keys || function (obj) { - var keys = []; - for (var key in obj) { - if (hasOwn.call(obj, key)) keys.push(key); - } - return keys; -}; - -},{"util/":28}],10:[function(require,module,exports){ -'use strict'; -module.exports = balanced; -function balanced(a, b, str) { - if (a instanceof RegExp) a = maybeMatch(a, str); - if (b instanceof RegExp) b = maybeMatch(b, str); - - var r = range(a, b, str); - - return r && { - start: r[0], - end: r[1], - pre: str.slice(0, r[0]), - body: str.slice(r[0] + a.length, r[1]), - post: str.slice(r[1] + b.length) - }; -} - -function maybeMatch(reg, str) { - var m = str.match(reg); - return m ? m[0] : null; -} - -balanced.range = range; -function range(a, b, str) { - var begs, beg, left, right, result; - var ai = str.indexOf(a); - var bi = str.indexOf(b, ai + 1); - var i = ai; - - if (ai >= 0 && bi > 0) { - begs = []; - left = str.length; - - while (i >= 0 && !result) { - if (i == ai) { - begs.push(i); - ai = str.indexOf(a, i + 1); - } else if (begs.length == 1) { - result = [ begs.pop(), bi ]; - } else { - beg = begs.pop(); - if (beg < left) { - left = beg; - right = bi; - } - - bi = str.indexOf(b, i + 1); - } - - i = ai < bi && ai >= 0 ? ai : bi; - } - - if (begs.length) { - result = [ left, right ]; - } - } - - return result; -} - -},{}],11:[function(require,module,exports){ -var concatMap = require('concat-map'); -var balanced = require('balanced-match'); - -module.exports = expandTop; - -var escSlash = '\0SLASH'+Math.random()+'\0'; -var escOpen = '\0OPEN'+Math.random()+'\0'; -var escClose = '\0CLOSE'+Math.random()+'\0'; -var escComma = '\0COMMA'+Math.random()+'\0'; -var escPeriod = '\0PERIOD'+Math.random()+'\0'; - -function numeric(str) { - return parseInt(str, 10) == str - ? parseInt(str, 10) - : str.charCodeAt(0); -} - -function escapeBraces(str) { - return str.split('\\\\').join(escSlash) - .split('\\{').join(escOpen) - .split('\\}').join(escClose) - .split('\\,').join(escComma) - .split('\\.').join(escPeriod); -} - -function unescapeBraces(str) { - return str.split(escSlash).join('\\') - .split(escOpen).join('{') - .split(escClose).join('}') - .split(escComma).join(',') - .split(escPeriod).join('.'); -} - - -// Basically just str.split(","), but handling cases -// where we have nested braced sections, which should be -// treated as individual members, like {a,{b,c},d} -function parseCommaParts(str) { - if (!str) - return ['']; - - var parts = []; - var m = balanced('{', '}', str); - - if (!m) - return str.split(','); - - var pre = m.pre; - var body = m.body; - var post = m.post; - var p = pre.split(','); - - p[p.length-1] += '{' + body + '}'; - var postParts = parseCommaParts(post); - if (post.length) { - p[p.length-1] += postParts.shift(); - p.push.apply(p, postParts); - } - - parts.push.apply(parts, p); - - return parts; -} - -function expandTop(str) { - if (!str) - return []; - - // I don't know why Bash 4.3 does this, but it does. - // Anything starting with {} will have the first two bytes preserved - // but *only* at the top level, so {},a}b will not expand to anything, - // but a{},b}c will be expanded to [a}c,abc]. - // One could argue that this is a bug in Bash, but since the goal of - // this module is to match Bash's rules, we escape a leading {} - if (str.substr(0, 2) === '{}') { - str = '\\{\\}' + str.substr(2); - } - - return expand(escapeBraces(str), true).map(unescapeBraces); -} - -function identity(e) { - return e; -} - -function embrace(str) { - return '{' + str + '}'; -} -function isPadded(el) { - return /^-?0\d/.test(el); -} - -function lte(i, y) { - return i <= y; -} -function gte(i, y) { - return i >= y; -} - -function expand(str, isTop) { - var expansions = []; - - var m = balanced('{', '}', str); - if (!m || /\$$/.test(m.pre)) return [str]; - - var isNumericSequence = /^-?\d+\.\.-?\d+(?:\.\.-?\d+)?$/.test(m.body); - var isAlphaSequence = /^[a-zA-Z]\.\.[a-zA-Z](?:\.\.-?\d+)?$/.test(m.body); - var isSequence = isNumericSequence || isAlphaSequence; - var isOptions = m.body.indexOf(',') >= 0; - if (!isSequence && !isOptions) { - // {a},b} - if (m.post.match(/,.*\}/)) { - str = m.pre + '{' + m.body + escClose + m.post; - return expand(str); - } - return [str]; - } - - var n; - if (isSequence) { - n = m.body.split(/\.\./); - } else { - n = parseCommaParts(m.body); - if (n.length === 1) { - // x{{a,b}}y ==> x{a}y x{b}y - n = expand(n[0], false).map(embrace); - if (n.length === 1) { - var post = m.post.length - ? expand(m.post, false) - : ['']; - return post.map(function(p) { - return m.pre + n[0] + p; - }); - } - } - } - - // at this point, n is the parts, and we know it's not a comma set - // with a single entry. - - // no need to expand pre, since it is guaranteed to be free of brace-sets - var pre = m.pre; - var post = m.post.length - ? expand(m.post, false) - : ['']; - - var N; - - if (isSequence) { - var x = numeric(n[0]); - var y = numeric(n[1]); - var width = Math.max(n[0].length, n[1].length) - var incr = n.length == 3 - ? Math.abs(numeric(n[2])) - : 1; - var test = lte; - var reverse = y < x; - if (reverse) { - incr *= -1; - test = gte; - } - var pad = n.some(isPadded); - - N = []; - - for (var i = x; test(i, y); i += incr) { - var c; - if (isAlphaSequence) { - c = String.fromCharCode(i); - if (c === '\\') - c = ''; - } else { - c = String(i); - if (pad) { - var need = width - c.length; - if (need > 0) { - var z = new Array(need + 1).join('0'); - if (i < 0) - c = '-' + z + c.slice(1); - else - c = z + c; - } - } - } - N.push(c); - } - } else { - N = concatMap(n, function(el) { return expand(el, false) }); - } - - for (var j = 0; j < N.length; j++) { - for (var k = 0; k < post.length; k++) { - var expansion = pre + N[j] + post[k]; - if (!isTop || isSequence || expansion) - expansions.push(expansion); - } - } - - return expansions; -} - - -},{"balanced-match":10,"concat-map":13}],12:[function(require,module,exports){ - -},{}],13:[function(require,module,exports){ -module.exports = function (xs, fn) { - var res = []; - for (var i = 0; i < xs.length; i++) { - var x = fn(xs[i], i); - if (isArray(x)) res.push.apply(res, x); - else res.push(x); - } - return res; -}; - -var isArray = Array.isArray || function (xs) { - return Object.prototype.toString.call(xs) === '[object Array]'; -}; - -},{}],14:[function(require,module,exports){ -// Copyright Joyent, Inc. and other Node contributors. -// -// Permission is hereby granted, free of charge, to any person obtaining a -// copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to permit -// persons to whom the Software is furnished to do so, subject to the -// following conditions: -// -// The above copyright notice and this permission notice shall be included -// in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS -// OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN -// NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, -// DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR -// OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE -// USE OR OTHER DEALINGS IN THE SOFTWARE. - -function EventEmitter() { - this._events = this._events || {}; - this._maxListeners = this._maxListeners || undefined; -} -module.exports = EventEmitter; - -// Backwards-compat with node 0.10.x -EventEmitter.EventEmitter = EventEmitter; - -EventEmitter.prototype._events = undefined; -EventEmitter.prototype._maxListeners = undefined; - -// By default EventEmitters will print a warning if more than 10 listeners are -// added to it. This is a useful default which helps finding memory leaks. -EventEmitter.defaultMaxListeners = 10; - -// Obviously not all Emitters should be limited to 10. This function allows -// that to be increased. Set to zero for unlimited. -EventEmitter.prototype.setMaxListeners = function(n) { - if (!isNumber(n) || n < 0 || isNaN(n)) - throw TypeError('n must be a positive number'); - this._maxListeners = n; - return this; -}; - -EventEmitter.prototype.emit = function(type) { - var er, handler, len, args, i, listeners; - - if (!this._events) - this._events = {}; - - // If there is no 'error' event listener then throw. - if (type === 'error') { - if (!this._events.error || - (isObject(this._events.error) && !this._events.error.length)) { - er = arguments[1]; - if (er instanceof Error) { - throw er; // Unhandled 'error' event - } - throw TypeError('Uncaught, unspecified "error" event.'); - } - } - - handler = this._events[type]; - - if (isUndefined(handler)) - return false; - - if (isFunction(handler)) { - switch (arguments.length) { - // fast cases - case 1: - handler.call(this); - break; - case 2: - handler.call(this, arguments[1]); - break; - case 3: - handler.call(this, arguments[1], arguments[2]); - break; - // slower - default: - len = arguments.length; - args = new Array(len - 1); - for (i = 1; i < len; i++) - args[i - 1] = arguments[i]; - handler.apply(this, args); - } - } else if (isObject(handler)) { - len = arguments.length; - args = new Array(len - 1); - for (i = 1; i < len; i++) - args[i - 1] = arguments[i]; - - listeners = handler.slice(); - len = listeners.length; - for (i = 0; i < len; i++) - listeners[i].apply(this, args); - } - - return true; -}; - -EventEmitter.prototype.addListener = function(type, listener) { - var m; - - if (!isFunction(listener)) - throw TypeError('listener must be a function'); - - if (!this._events) - this._events = {}; - - // To avoid recursion in the case that type === "newListener"! Before - // adding it to the listeners, first emit "newListener". - if (this._events.newListener) - this.emit('newListener', type, - isFunction(listener.listener) ? - listener.listener : listener); - - if (!this._events[type]) - // Optimize the case of one listener. Don't need the extra array object. - this._events[type] = listener; - else if (isObject(this._events[type])) - // If we've already got an array, just append. - this._events[type].push(listener); - else - // Adding the second element, need to change to array. - this._events[type] = [this._events[type], listener]; - - // Check for listener leak - if (isObject(this._events[type]) && !this._events[type].warned) { - var m; - if (!isUndefined(this._maxListeners)) { - m = this._maxListeners; - } else { - m = EventEmitter.defaultMaxListeners; - } - - if (m && m > 0 && this._events[type].length > m) { - this._events[type].warned = true; - console.error('(node) warning: possible EventEmitter memory ' + - 'leak detected. %d listeners added. ' + - 'Use emitter.setMaxListeners() to increase limit.', - this._events[type].length); - if (typeof console.trace === 'function') { - // not supported in IE 10 - console.trace(); - } - } - } - - return this; -}; - -EventEmitter.prototype.on = EventEmitter.prototype.addListener; - -EventEmitter.prototype.once = function(type, listener) { - if (!isFunction(listener)) - throw TypeError('listener must be a function'); - - var fired = false; - - function g() { - this.removeListener(type, g); - - if (!fired) { - fired = true; - listener.apply(this, arguments); - } - } - - g.listener = listener; - this.on(type, g); - - return this; -}; - -// emits a 'removeListener' event iff the listener was removed -EventEmitter.prototype.removeListener = function(type, listener) { - var list, position, length, i; - - if (!isFunction(listener)) - throw TypeError('listener must be a function'); - - if (!this._events || !this._events[type]) - return this; - - list = this._events[type]; - length = list.length; - position = -1; - - if (list === listener || - (isFunction(list.listener) && list.listener === listener)) { - delete this._events[type]; - if (this._events.removeListener) - this.emit('removeListener', type, listener); - - } else if (isObject(list)) { - for (i = length; i-- > 0;) { - if (list[i] === listener || - (list[i].listener && list[i].listener === listener)) { - position = i; - break; - } - } - - if (position < 0) - return this; - - if (list.length === 1) { - list.length = 0; - delete this._events[type]; - } else { - list.splice(position, 1); - } - - if (this._events.removeListener) - this.emit('removeListener', type, listener); - } - - return this; -}; - -EventEmitter.prototype.removeAllListeners = function(type) { - var key, listeners; - - if (!this._events) - return this; - - // not listening for removeListener, no need to emit - if (!this._events.removeListener) { - if (arguments.length === 0) - this._events = {}; - else if (this._events[type]) - delete this._events[type]; - return this; - } - - // emit removeListener for all listeners on all events - if (arguments.length === 0) { - for (key in this._events) { - if (key === 'removeListener') continue; - this.removeAllListeners(key); - } - this.removeAllListeners('removeListener'); - this._events = {}; - return this; - } - - listeners = this._events[type]; - - if (isFunction(listeners)) { - this.removeListener(type, listeners); - } else { - // LIFO order - while (listeners.length) - this.removeListener(type, listeners[listeners.length - 1]); - } - delete this._events[type]; - - return this; -}; - -EventEmitter.prototype.listeners = function(type) { - var ret; - if (!this._events || !this._events[type]) - ret = []; - else if (isFunction(this._events[type])) - ret = [this._events[type]]; - else - ret = this._events[type].slice(); - return ret; -}; - -EventEmitter.listenerCount = function(emitter, type) { - var ret; - if (!emitter._events || !emitter._events[type]) - ret = 0; - else if (isFunction(emitter._events[type])) - ret = 1; - else - ret = emitter._events[type].length; - return ret; -}; - -function isFunction(arg) { - return typeof arg === 'function'; -} - -function isNumber(arg) { - return typeof arg === 'number'; -} - -function isObject(arg) { - return typeof arg === 'object' && arg !== null; -} - -function isUndefined(arg) { - return arg === void 0; -} - -},{}],15:[function(require,module,exports){ -(function (process){ -exports.alphasort = alphasort -exports.alphasorti = alphasorti -exports.setopts = setopts -exports.ownProp = ownProp -exports.makeAbs = makeAbs -exports.finish = finish -exports.mark = mark -exports.isIgnored = isIgnored -exports.childrenIgnored = childrenIgnored - -function ownProp (obj, field) { - return Object.prototype.hasOwnProperty.call(obj, field) -} - -var path = require("path") -var minimatch = require("minimatch") -var isAbsolute = require("path-is-absolute") -var Minimatch = minimatch.Minimatch - -function alphasorti (a, b) { - return a.toLowerCase().localeCompare(b.toLowerCase()) -} - -function alphasort (a, b) { - return a.localeCompare(b) -} - -function setupIgnores (self, options) { - self.ignore = options.ignore || [] - - if (!Array.isArray(self.ignore)) - self.ignore = [self.ignore] - - if (self.ignore.length) { - self.ignore = self.ignore.map(ignoreMap) - } -} - -function ignoreMap (pattern) { - var gmatcher = null - if (pattern.slice(-3) === '/**') { - var gpattern = pattern.replace(/(\/\*\*)+$/, '') - gmatcher = new Minimatch(gpattern) - } - - return { - matcher: new Minimatch(pattern), - gmatcher: gmatcher - } -} - -function setopts (self, pattern, options) { - if (!options) - options = {} - - // base-matching: just use globstar for that. - if (options.matchBase && -1 === pattern.indexOf("/")) { - if (options.noglobstar) { - throw new Error("base matching requires globstar") - } - pattern = "**/" + pattern - } - - self.silent = !!options.silent - self.pattern = pattern - self.strict = options.strict !== false - self.realpath = !!options.realpath - self.realpathCache = options.realpathCache || Object.create(null) - self.follow = !!options.follow - self.dot = !!options.dot - self.mark = !!options.mark - self.nodir = !!options.nodir - if (self.nodir) - self.mark = true - self.sync = !!options.sync - self.nounique = !!options.nounique - self.nonull = !!options.nonull - self.nosort = !!options.nosort - self.nocase = !!options.nocase - self.stat = !!options.stat - self.noprocess = !!options.noprocess - - self.maxLength = options.maxLength || Infinity - self.cache = options.cache || Object.create(null) - self.statCache = options.statCache || Object.create(null) - self.symlinks = options.symlinks || Object.create(null) - - setupIgnores(self, options) - - self.changedCwd = false - var cwd = process.cwd() - if (!ownProp(options, "cwd")) - self.cwd = cwd - else { - self.cwd = options.cwd - self.changedCwd = path.resolve(options.cwd) !== cwd - } - - self.root = options.root || path.resolve(self.cwd, "/") - self.root = path.resolve(self.root) - if (process.platform === "win32") - self.root = self.root.replace(/\\/g, "/") - - self.nomount = !!options.nomount - - // disable comments and negation unless the user explicitly - // passes in false as the option. - options.nonegate = options.nonegate === false ? false : true - options.nocomment = options.nocomment === false ? false : true - deprecationWarning(options) - - self.minimatch = new Minimatch(pattern, options) - self.options = self.minimatch.options -} - -// TODO(isaacs): remove entirely in v6 -// exported to reset in tests -exports.deprecationWarned -function deprecationWarning(options) { - if (!options.nonegate || !options.nocomment) { - if (process.noDeprecation !== true && !exports.deprecationWarned) { - var msg = 'glob WARNING: comments and negation will be disabled in v6' - if (process.throwDeprecation) - throw new Error(msg) - else if (process.traceDeprecation) - console.trace(msg) - else - console.error(msg) - - exports.deprecationWarned = true - } - } -} - -function finish (self) { - var nou = self.nounique - var all = nou ? [] : Object.create(null) - - for (var i = 0, l = self.matches.length; i < l; i ++) { - var matches = self.matches[i] - if (!matches || Object.keys(matches).length === 0) { - if (self.nonull) { - // do like the shell, and spit out the literal glob - var literal = self.minimatch.globSet[i] - if (nou) - all.push(literal) - else - all[literal] = true - } - } else { - // had matches - var m = Object.keys(matches) - if (nou) - all.push.apply(all, m) - else - m.forEach(function (m) { - all[m] = true - }) - } - } - - if (!nou) - all = Object.keys(all) - - if (!self.nosort) - all = all.sort(self.nocase ? alphasorti : alphasort) - - // at *some* point we statted all of these - if (self.mark) { - for (var i = 0; i < all.length; i++) { - all[i] = self._mark(all[i]) - } - if (self.nodir) { - all = all.filter(function (e) { - return !(/\/$/.test(e)) - }) - } - } - - if (self.ignore.length) - all = all.filter(function(m) { - return !isIgnored(self, m) - }) - - self.found = all -} - -function mark (self, p) { - var abs = makeAbs(self, p) - var c = self.cache[abs] - var m = p - if (c) { - var isDir = c === 'DIR' || Array.isArray(c) - var slash = p.slice(-1) === '/' - - if (isDir && !slash) - m += '/' - else if (!isDir && slash) - m = m.slice(0, -1) - - if (m !== p) { - var mabs = makeAbs(self, m) - self.statCache[mabs] = self.statCache[abs] - self.cache[mabs] = self.cache[abs] - } - } - - return m -} - -// lotta situps... -function makeAbs (self, f) { - var abs = f - if (f.charAt(0) === '/') { - abs = path.join(self.root, f) - } else if (isAbsolute(f) || f === '') { - abs = f - } else if (self.changedCwd) { - abs = path.resolve(self.cwd, f) - } else { - abs = path.resolve(f) - } - return abs -} - - -// Return true, if pattern ends with globstar '**', for the accompanying parent directory. -// Ex:- If node_modules/** is the pattern, add 'node_modules' to ignore list along with it's contents -function isIgnored (self, path) { - if (!self.ignore.length) - return false - - return self.ignore.some(function(item) { - return item.matcher.match(path) || !!(item.gmatcher && item.gmatcher.match(path)) - }) -} - -function childrenIgnored (self, path) { - if (!self.ignore.length) - return false - - return self.ignore.some(function(item) { - return !!(item.gmatcher && item.gmatcher.match(path)) - }) -} - -}).call(this,require('_process')) -},{"_process":24,"minimatch":20,"path":22,"path-is-absolute":23}],16:[function(require,module,exports){ -(function (process){ -// Approach: -// -// 1. Get the minimatch set -// 2. For each pattern in the set, PROCESS(pattern, false) -// 3. Store matches per-set, then uniq them -// -// PROCESS(pattern, inGlobStar) -// Get the first [n] items from pattern that are all strings -// Join these together. This is PREFIX. -// If there is no more remaining, then stat(PREFIX) and -// add to matches if it succeeds. END. -// -// If inGlobStar and PREFIX is symlink and points to dir -// set ENTRIES = [] -// else readdir(PREFIX) as ENTRIES -// If fail, END -// -// with ENTRIES -// If pattern[n] is GLOBSTAR -// // handle the case where the globstar match is empty -// // by pruning it out, and testing the resulting pattern -// PROCESS(pattern[0..n] + pattern[n+1 .. $], false) -// // handle other cases. -// for ENTRY in ENTRIES (not dotfiles) -// // attach globstar + tail onto the entry -// // Mark that this entry is a globstar match -// PROCESS(pattern[0..n] + ENTRY + pattern[n .. $], true) -// -// else // not globstar -// for ENTRY in ENTRIES (not dotfiles, unless pattern[n] is dot) -// Test ENTRY against pattern[n] -// If fails, continue -// If passes, PROCESS(pattern[0..n] + item + pattern[n+1 .. $]) -// -// Caveat: -// Cache all stats and readdirs results to minimize syscall. Since all -// we ever care about is existence and directory-ness, we can just keep -// `true` for files, and [children,...] for directories, or `false` for -// things that don't exist. - -module.exports = glob - -var fs = require('fs') -var minimatch = require('minimatch') -var Minimatch = minimatch.Minimatch -var inherits = require('inherits') -var EE = require('events').EventEmitter -var path = require('path') -var assert = require('assert') -var isAbsolute = require('path-is-absolute') -var globSync = require('./sync.js') -var common = require('./common.js') -var alphasort = common.alphasort -var alphasorti = common.alphasorti -var setopts = common.setopts -var ownProp = common.ownProp -var inflight = require('inflight') -var util = require('util') -var childrenIgnored = common.childrenIgnored -var isIgnored = common.isIgnored - -var once = require('once') - -function glob (pattern, options, cb) { - if (typeof options === 'function') cb = options, options = {} - if (!options) options = {} - - if (options.sync) { - if (cb) - throw new TypeError('callback provided to sync glob') - return globSync(pattern, options) - } - - return new Glob(pattern, options, cb) -} - -glob.sync = globSync -var GlobSync = glob.GlobSync = globSync.GlobSync - -// old api surface -glob.glob = glob - -glob.hasMagic = function (pattern, options_) { - var options = util._extend({}, options_) - options.noprocess = true - - var g = new Glob(pattern, options) - var set = g.minimatch.set - if (set.length > 1) - return true - - for (var j = 0; j < set[0].length; j++) { - if (typeof set[0][j] !== 'string') - return true - } - - return false -} - -glob.Glob = Glob -inherits(Glob, EE) -function Glob (pattern, options, cb) { - if (typeof options === 'function') { - cb = options - options = null - } - - if (options && options.sync) { - if (cb) - throw new TypeError('callback provided to sync glob') - return new GlobSync(pattern, options) - } - - if (!(this instanceof Glob)) - return new Glob(pattern, options, cb) - - setopts(this, pattern, options) - this._didRealPath = false - - // process each pattern in the minimatch set - var n = this.minimatch.set.length - - // The matches are stored as {: true,...} so that - // duplicates are automagically pruned. - // Later, we do an Object.keys() on these. - // Keep them as a list so we can fill in when nonull is set. - this.matches = new Array(n) - - if (typeof cb === 'function') { - cb = once(cb) - this.on('error', cb) - this.on('end', function (matches) { - cb(null, matches) - }) - } - - var self = this - var n = this.minimatch.set.length - this._processing = 0 - this.matches = new Array(n) - - this._emitQueue = [] - this._processQueue = [] - this.paused = false - - if (this.noprocess) - return this - - if (n === 0) - return done() - - for (var i = 0; i < n; i ++) { - this._process(this.minimatch.set[i], i, false, done) - } - - function done () { - --self._processing - if (self._processing <= 0) - self._finish() - } -} - -Glob.prototype._finish = function () { - assert(this instanceof Glob) - if (this.aborted) - return - - if (this.realpath && !this._didRealpath) - return this._realpath() - - common.finish(this) - this.emit('end', this.found) -} - -Glob.prototype._realpath = function () { - if (this._didRealpath) - return - - this._didRealpath = true - - var n = this.matches.length - if (n === 0) - return this._finish() - - var self = this - for (var i = 0; i < this.matches.length; i++) - this._realpathSet(i, next) - - function next () { - if (--n === 0) - self._finish() - } -} - -Glob.prototype._realpathSet = function (index, cb) { - var matchset = this.matches[index] - if (!matchset) - return cb() - - var found = Object.keys(matchset) - var self = this - var n = found.length - - if (n === 0) - return cb() - - var set = this.matches[index] = Object.create(null) - found.forEach(function (p, i) { - // If there's a problem with the stat, then it means that - // one or more of the links in the realpath couldn't be - // resolved. just return the abs value in that case. - p = self._makeAbs(p) - fs.realpath(p, self.realpathCache, function (er, real) { - if (!er) - set[real] = true - else if (er.syscall === 'stat') - set[p] = true - else - self.emit('error', er) // srsly wtf right here - - if (--n === 0) { - self.matches[index] = set - cb() - } - }) - }) -} - -Glob.prototype._mark = function (p) { - return common.mark(this, p) -} - -Glob.prototype._makeAbs = function (f) { - return common.makeAbs(this, f) -} - -Glob.prototype.abort = function () { - this.aborted = true - this.emit('abort') -} - -Glob.prototype.pause = function () { - if (!this.paused) { - this.paused = true - this.emit('pause') - } -} - -Glob.prototype.resume = function () { - if (this.paused) { - this.emit('resume') - this.paused = false - if (this._emitQueue.length) { - var eq = this._emitQueue.slice(0) - this._emitQueue.length = 0 - for (var i = 0; i < eq.length; i ++) { - var e = eq[i] - this._emitMatch(e[0], e[1]) - } - } - if (this._processQueue.length) { - var pq = this._processQueue.slice(0) - this._processQueue.length = 0 - for (var i = 0; i < pq.length; i ++) { - var p = pq[i] - this._processing-- - this._process(p[0], p[1], p[2], p[3]) - } - } - } -} - -Glob.prototype._process = function (pattern, index, inGlobStar, cb) { - assert(this instanceof Glob) - assert(typeof cb === 'function') - - if (this.aborted) - return - - this._processing++ - if (this.paused) { - this._processQueue.push([pattern, index, inGlobStar, cb]) - return - } - - //console.error('PROCESS %d', this._processing, pattern) - - // Get the first [n] parts of pattern that are all strings. - var n = 0 - while (typeof pattern[n] === 'string') { - n ++ - } - // now n is the index of the first one that is *not* a string. - - // see if there's anything else - var prefix - switch (n) { - // if not, then this is rather simple - case pattern.length: - this._processSimple(pattern.join('/'), index, cb) - return - - case 0: - // pattern *starts* with some non-trivial item. - // going to readdir(cwd), but not include the prefix in matches. - prefix = null - break - - default: - // pattern has some string bits in the front. - // whatever it starts with, whether that's 'absolute' like /foo/bar, - // or 'relative' like '../baz' - prefix = pattern.slice(0, n).join('/') - break - } - - var remain = pattern.slice(n) - - // get the list of entries. - var read - if (prefix === null) - read = '.' - else if (isAbsolute(prefix) || isAbsolute(pattern.join('/'))) { - if (!prefix || !isAbsolute(prefix)) - prefix = '/' + prefix - read = prefix - } else - read = prefix - - var abs = this._makeAbs(read) - - //if ignored, skip _processing - if (childrenIgnored(this, read)) - return cb() - - var isGlobStar = remain[0] === minimatch.GLOBSTAR - if (isGlobStar) - this._processGlobStar(prefix, read, abs, remain, index, inGlobStar, cb) - else - this._processReaddir(prefix, read, abs, remain, index, inGlobStar, cb) -} - -Glob.prototype._processReaddir = function (prefix, read, abs, remain, index, inGlobStar, cb) { - var self = this - this._readdir(abs, inGlobStar, function (er, entries) { - return self._processReaddir2(prefix, read, abs, remain, index, inGlobStar, entries, cb) - }) -} - -Glob.prototype._processReaddir2 = function (prefix, read, abs, remain, index, inGlobStar, entries, cb) { - - // if the abs isn't a dir, then nothing can match! - if (!entries) - return cb() - - // It will only match dot entries if it starts with a dot, or if - // dot is set. Stuff like @(.foo|.bar) isn't allowed. - var pn = remain[0] - var negate = !!this.minimatch.negate - var rawGlob = pn._glob - var dotOk = this.dot || rawGlob.charAt(0) === '.' - - var matchedEntries = [] - for (var i = 0; i < entries.length; i++) { - var e = entries[i] - if (e.charAt(0) !== '.' || dotOk) { - var m - if (negate && !prefix) { - m = !e.match(pn) - } else { - m = e.match(pn) - } - if (m) - matchedEntries.push(e) - } - } - - //console.error('prd2', prefix, entries, remain[0]._glob, matchedEntries) - - var len = matchedEntries.length - // If there are no matched entries, then nothing matches. - if (len === 0) - return cb() - - // if this is the last remaining pattern bit, then no need for - // an additional stat *unless* the user has specified mark or - // stat explicitly. We know they exist, since readdir returned - // them. - - if (remain.length === 1 && !this.mark && !this.stat) { - if (!this.matches[index]) - this.matches[index] = Object.create(null) - - for (var i = 0; i < len; i ++) { - var e = matchedEntries[i] - if (prefix) { - if (prefix !== '/') - e = prefix + '/' + e - else - e = prefix + e - } - - if (e.charAt(0) === '/' && !this.nomount) { - e = path.join(this.root, e) - } - this._emitMatch(index, e) - } - // This was the last one, and no stats were needed - return cb() - } - - // now test all matched entries as stand-ins for that part - // of the pattern. - remain.shift() - for (var i = 0; i < len; i ++) { - var e = matchedEntries[i] - var newPattern - if (prefix) { - if (prefix !== '/') - e = prefix + '/' + e - else - e = prefix + e - } - this._process([e].concat(remain), index, inGlobStar, cb) - } - cb() -} - -Glob.prototype._emitMatch = function (index, e) { - if (this.aborted) - return - - if (this.matches[index][e]) - return - - if (isIgnored(this, e)) - return - - if (this.paused) { - this._emitQueue.push([index, e]) - return - } - - var abs = this._makeAbs(e) - - if (this.nodir) { - var c = this.cache[abs] - if (c === 'DIR' || Array.isArray(c)) - return - } - - if (this.mark) - e = this._mark(e) - - this.matches[index][e] = true - - var st = this.statCache[abs] - if (st) - this.emit('stat', e, st) - - this.emit('match', e) -} - -Glob.prototype._readdirInGlobStar = function (abs, cb) { - if (this.aborted) - return - - // follow all symlinked directories forever - // just proceed as if this is a non-globstar situation - if (this.follow) - return this._readdir(abs, false, cb) - - var lstatkey = 'lstat\0' + abs - var self = this - var lstatcb = inflight(lstatkey, lstatcb_) - - if (lstatcb) - fs.lstat(abs, lstatcb) - - function lstatcb_ (er, lstat) { - if (er) - return cb() - - var isSym = lstat.isSymbolicLink() - self.symlinks[abs] = isSym - - // If it's not a symlink or a dir, then it's definitely a regular file. - // don't bother doing a readdir in that case. - if (!isSym && !lstat.isDirectory()) { - self.cache[abs] = 'FILE' - cb() - } else - self._readdir(abs, false, cb) - } -} - -Glob.prototype._readdir = function (abs, inGlobStar, cb) { - if (this.aborted) - return - - cb = inflight('readdir\0'+abs+'\0'+inGlobStar, cb) - if (!cb) - return - - //console.error('RD %j %j', +inGlobStar, abs) - if (inGlobStar && !ownProp(this.symlinks, abs)) - return this._readdirInGlobStar(abs, cb) - - if (ownProp(this.cache, abs)) { - var c = this.cache[abs] - if (!c || c === 'FILE') - return cb() - - if (Array.isArray(c)) - return cb(null, c) - } - - var self = this - fs.readdir(abs, readdirCb(this, abs, cb)) -} - -function readdirCb (self, abs, cb) { - return function (er, entries) { - if (er) - self._readdirError(abs, er, cb) - else - self._readdirEntries(abs, entries, cb) - } -} - -Glob.prototype._readdirEntries = function (abs, entries, cb) { - if (this.aborted) - return - - // if we haven't asked to stat everything, then just - // assume that everything in there exists, so we can avoid - // having to stat it a second time. - if (!this.mark && !this.stat) { - for (var i = 0; i < entries.length; i ++) { - var e = entries[i] - if (abs === '/') - e = abs + e - else - e = abs + '/' + e - this.cache[e] = true - } - } - - this.cache[abs] = entries - return cb(null, entries) -} - -Glob.prototype._readdirError = function (f, er, cb) { - if (this.aborted) - return - - // handle errors, and cache the information - switch (er.code) { - case 'ENOTSUP': // https://github.com/isaacs/node-glob/issues/205 - case 'ENOTDIR': // totally normal. means it *does* exist. - this.cache[this._makeAbs(f)] = 'FILE' - break - - case 'ENOENT': // not terribly unusual - case 'ELOOP': - case 'ENAMETOOLONG': - case 'UNKNOWN': - this.cache[this._makeAbs(f)] = false - break - - default: // some unusual error. Treat as failure. - this.cache[this._makeAbs(f)] = false - if (this.strict) { - this.emit('error', er) - // If the error is handled, then we abort - // if not, we threw out of here - this.abort() - } - if (!this.silent) - console.error('glob error', er) - break - } - - return cb() -} - -Glob.prototype._processGlobStar = function (prefix, read, abs, remain, index, inGlobStar, cb) { - var self = this - this._readdir(abs, inGlobStar, function (er, entries) { - self._processGlobStar2(prefix, read, abs, remain, index, inGlobStar, entries, cb) - }) -} - - -Glob.prototype._processGlobStar2 = function (prefix, read, abs, remain, index, inGlobStar, entries, cb) { - //console.error('pgs2', prefix, remain[0], entries) - - // no entries means not a dir, so it can never have matches - // foo.txt/** doesn't match foo.txt - if (!entries) - return cb() - - // test without the globstar, and with every child both below - // and replacing the globstar. - var remainWithoutGlobStar = remain.slice(1) - var gspref = prefix ? [ prefix ] : [] - var noGlobStar = gspref.concat(remainWithoutGlobStar) - - // the noGlobStar pattern exits the inGlobStar state - this._process(noGlobStar, index, false, cb) - - var isSym = this.symlinks[abs] - var len = entries.length - - // If it's a symlink, and we're in a globstar, then stop - if (isSym && inGlobStar) - return cb() - - for (var i = 0; i < len; i++) { - var e = entries[i] - if (e.charAt(0) === '.' && !this.dot) - continue - - // these two cases enter the inGlobStar state - var instead = gspref.concat(entries[i], remainWithoutGlobStar) - this._process(instead, index, true, cb) - - var below = gspref.concat(entries[i], remain) - this._process(below, index, true, cb) - } - - cb() -} - -Glob.prototype._processSimple = function (prefix, index, cb) { - // XXX review this. Shouldn't it be doing the mounting etc - // before doing stat? kinda weird? - var self = this - this._stat(prefix, function (er, exists) { - self._processSimple2(prefix, index, er, exists, cb) - }) -} -Glob.prototype._processSimple2 = function (prefix, index, er, exists, cb) { - - //console.error('ps2', prefix, exists) - - if (!this.matches[index]) - this.matches[index] = Object.create(null) - - // If it doesn't exist, then just mark the lack of results - if (!exists) - return cb() - - if (prefix && isAbsolute(prefix) && !this.nomount) { - var trail = /[\/\\]$/.test(prefix) - if (prefix.charAt(0) === '/') { - prefix = path.join(this.root, prefix) - } else { - prefix = path.resolve(this.root, prefix) - if (trail) - prefix += '/' - } - } - - if (process.platform === 'win32') - prefix = prefix.replace(/\\/g, '/') - - // Mark this as a match - this._emitMatch(index, prefix) - cb() -} - -// Returns either 'DIR', 'FILE', or false -Glob.prototype._stat = function (f, cb) { - var abs = this._makeAbs(f) - var needDir = f.slice(-1) === '/' - - if (f.length > this.maxLength) - return cb() - - if (!this.stat && ownProp(this.cache, abs)) { - var c = this.cache[abs] - - if (Array.isArray(c)) - c = 'DIR' - - // It exists, but maybe not how we need it - if (!needDir || c === 'DIR') - return cb(null, c) - - if (needDir && c === 'FILE') - return cb() - - // otherwise we have to stat, because maybe c=true - // if we know it exists, but not what it is. - } - - var exists - var stat = this.statCache[abs] - if (stat !== undefined) { - if (stat === false) - return cb(null, stat) - else { - var type = stat.isDirectory() ? 'DIR' : 'FILE' - if (needDir && type === 'FILE') - return cb() - else - return cb(null, type, stat) - } - } - - var self = this - var statcb = inflight('stat\0' + abs, lstatcb_) - if (statcb) - fs.lstat(abs, statcb) - - function lstatcb_ (er, lstat) { - if (lstat && lstat.isSymbolicLink()) { - // If it's a symlink, then treat it as the target, unless - // the target does not exist, then treat it as a file. - return fs.stat(abs, function (er, stat) { - if (er) - self._stat2(f, abs, null, lstat, cb) - else - self._stat2(f, abs, er, stat, cb) - }) - } else { - self._stat2(f, abs, er, lstat, cb) - } - } -} - -Glob.prototype._stat2 = function (f, abs, er, stat, cb) { - if (er) { - this.statCache[abs] = false - return cb() - } - - var needDir = f.slice(-1) === '/' - this.statCache[abs] = stat - - if (abs.slice(-1) === '/' && !stat.isDirectory()) - return cb(null, false, stat) - - var c = stat.isDirectory() ? 'DIR' : 'FILE' - this.cache[abs] = this.cache[abs] || c - - if (needDir && c !== 'DIR') - return cb() - - return cb(null, c, stat) -} - -}).call(this,require('_process')) -},{"./common.js":15,"./sync.js":17,"_process":24,"assert":9,"events":14,"fs":12,"inflight":18,"inherits":19,"minimatch":20,"once":21,"path":22,"path-is-absolute":23,"util":28}],17:[function(require,module,exports){ -(function (process){ -module.exports = globSync -globSync.GlobSync = GlobSync - -var fs = require('fs') -var minimatch = require('minimatch') -var Minimatch = minimatch.Minimatch -var Glob = require('./glob.js').Glob -var util = require('util') -var path = require('path') -var assert = require('assert') -var isAbsolute = require('path-is-absolute') -var common = require('./common.js') -var alphasort = common.alphasort -var alphasorti = common.alphasorti -var setopts = common.setopts -var ownProp = common.ownProp -var childrenIgnored = common.childrenIgnored - -function globSync (pattern, options) { - if (typeof options === 'function' || arguments.length === 3) - throw new TypeError('callback provided to sync glob\n'+ - 'See: https://github.com/isaacs/node-glob/issues/167') - - return new GlobSync(pattern, options).found -} - -function GlobSync (pattern, options) { - if (!pattern) - throw new Error('must provide pattern') - - if (typeof options === 'function' || arguments.length === 3) - throw new TypeError('callback provided to sync glob\n'+ - 'See: https://github.com/isaacs/node-glob/issues/167') - - if (!(this instanceof GlobSync)) - return new GlobSync(pattern, options) - - setopts(this, pattern, options) - - if (this.noprocess) - return this - - var n = this.minimatch.set.length - this.matches = new Array(n) - for (var i = 0; i < n; i ++) { - this._process(this.minimatch.set[i], i, false) - } - this._finish() -} - -GlobSync.prototype._finish = function () { - assert(this instanceof GlobSync) - if (this.realpath) { - var self = this - this.matches.forEach(function (matchset, index) { - var set = self.matches[index] = Object.create(null) - for (var p in matchset) { - try { - p = self._makeAbs(p) - var real = fs.realpathSync(p, self.realpathCache) - set[real] = true - } catch (er) { - if (er.syscall === 'stat') - set[self._makeAbs(p)] = true - else - throw er - } - } - }) - } - common.finish(this) -} - - -GlobSync.prototype._process = function (pattern, index, inGlobStar) { - assert(this instanceof GlobSync) - - // Get the first [n] parts of pattern that are all strings. - var n = 0 - while (typeof pattern[n] === 'string') { - n ++ - } - // now n is the index of the first one that is *not* a string. - - // See if there's anything else - var prefix - switch (n) { - // if not, then this is rather simple - case pattern.length: - this._processSimple(pattern.join('/'), index) - return - - case 0: - // pattern *starts* with some non-trivial item. - // going to readdir(cwd), but not include the prefix in matches. - prefix = null - break - - default: - // pattern has some string bits in the front. - // whatever it starts with, whether that's 'absolute' like /foo/bar, - // or 'relative' like '../baz' - prefix = pattern.slice(0, n).join('/') - break - } - - var remain = pattern.slice(n) - - // get the list of entries. - var read - if (prefix === null) - read = '.' - else if (isAbsolute(prefix) || isAbsolute(pattern.join('/'))) { - if (!prefix || !isAbsolute(prefix)) - prefix = '/' + prefix - read = prefix - } else - read = prefix - - var abs = this._makeAbs(read) - - //if ignored, skip processing - if (childrenIgnored(this, read)) - return - - var isGlobStar = remain[0] === minimatch.GLOBSTAR - if (isGlobStar) - this._processGlobStar(prefix, read, abs, remain, index, inGlobStar) - else - this._processReaddir(prefix, read, abs, remain, index, inGlobStar) -} - - -GlobSync.prototype._processReaddir = function (prefix, read, abs, remain, index, inGlobStar) { - var entries = this._readdir(abs, inGlobStar) - - // if the abs isn't a dir, then nothing can match! - if (!entries) - return - - // It will only match dot entries if it starts with a dot, or if - // dot is set. Stuff like @(.foo|.bar) isn't allowed. - var pn = remain[0] - var negate = !!this.minimatch.negate - var rawGlob = pn._glob - var dotOk = this.dot || rawGlob.charAt(0) === '.' - - var matchedEntries = [] - for (var i = 0; i < entries.length; i++) { - var e = entries[i] - if (e.charAt(0) !== '.' || dotOk) { - var m - if (negate && !prefix) { - m = !e.match(pn) - } else { - m = e.match(pn) - } - if (m) - matchedEntries.push(e) - } - } - - var len = matchedEntries.length - // If there are no matched entries, then nothing matches. - if (len === 0) - return - - // if this is the last remaining pattern bit, then no need for - // an additional stat *unless* the user has specified mark or - // stat explicitly. We know they exist, since readdir returned - // them. - - if (remain.length === 1 && !this.mark && !this.stat) { - if (!this.matches[index]) - this.matches[index] = Object.create(null) - - for (var i = 0; i < len; i ++) { - var e = matchedEntries[i] - if (prefix) { - if (prefix.slice(-1) !== '/') - e = prefix + '/' + e - else - e = prefix + e - } - - if (e.charAt(0) === '/' && !this.nomount) { - e = path.join(this.root, e) - } - this.matches[index][e] = true - } - // This was the last one, and no stats were needed - return - } - - // now test all matched entries as stand-ins for that part - // of the pattern. - remain.shift() - for (var i = 0; i < len; i ++) { - var e = matchedEntries[i] - var newPattern - if (prefix) - newPattern = [prefix, e] - else - newPattern = [e] - this._process(newPattern.concat(remain), index, inGlobStar) - } -} - - -GlobSync.prototype._emitMatch = function (index, e) { - var abs = this._makeAbs(e) - if (this.mark) - e = this._mark(e) - - if (this.matches[index][e]) - return - - if (this.nodir) { - var c = this.cache[this._makeAbs(e)] - if (c === 'DIR' || Array.isArray(c)) - return - } - - this.matches[index][e] = true - if (this.stat) - this._stat(e) -} - - -GlobSync.prototype._readdirInGlobStar = function (abs) { - // follow all symlinked directories forever - // just proceed as if this is a non-globstar situation - if (this.follow) - return this._readdir(abs, false) - - var entries - var lstat - var stat - try { - lstat = fs.lstatSync(abs) - } catch (er) { - // lstat failed, doesn't exist - return null - } - - var isSym = lstat.isSymbolicLink() - this.symlinks[abs] = isSym - - // If it's not a symlink or a dir, then it's definitely a regular file. - // don't bother doing a readdir in that case. - if (!isSym && !lstat.isDirectory()) - this.cache[abs] = 'FILE' - else - entries = this._readdir(abs, false) - - return entries -} - -GlobSync.prototype._readdir = function (abs, inGlobStar) { - var entries - - if (inGlobStar && !ownProp(this.symlinks, abs)) - return this._readdirInGlobStar(abs) - - if (ownProp(this.cache, abs)) { - var c = this.cache[abs] - if (!c || c === 'FILE') - return null - - if (Array.isArray(c)) - return c - } - - try { - return this._readdirEntries(abs, fs.readdirSync(abs)) - } catch (er) { - this._readdirError(abs, er) - return null - } -} - -GlobSync.prototype._readdirEntries = function (abs, entries) { - // if we haven't asked to stat everything, then just - // assume that everything in there exists, so we can avoid - // having to stat it a second time. - if (!this.mark && !this.stat) { - for (var i = 0; i < entries.length; i ++) { - var e = entries[i] - if (abs === '/') - e = abs + e - else - e = abs + '/' + e - this.cache[e] = true - } - } - - this.cache[abs] = entries - - // mark and cache dir-ness - return entries -} - -GlobSync.prototype._readdirError = function (f, er) { - // handle errors, and cache the information - switch (er.code) { - case 'ENOTSUP': // https://github.com/isaacs/node-glob/issues/205 - case 'ENOTDIR': // totally normal. means it *does* exist. - this.cache[this._makeAbs(f)] = 'FILE' - break - - case 'ENOENT': // not terribly unusual - case 'ELOOP': - case 'ENAMETOOLONG': - case 'UNKNOWN': - this.cache[this._makeAbs(f)] = false - break - - default: // some unusual error. Treat as failure. - this.cache[this._makeAbs(f)] = false - if (this.strict) - throw er - if (!this.silent) - console.error('glob error', er) - break - } -} - -GlobSync.prototype._processGlobStar = function (prefix, read, abs, remain, index, inGlobStar) { - - var entries = this._readdir(abs, inGlobStar) - - // no entries means not a dir, so it can never have matches - // foo.txt/** doesn't match foo.txt - if (!entries) - return - - // test without the globstar, and with every child both below - // and replacing the globstar. - var remainWithoutGlobStar = remain.slice(1) - var gspref = prefix ? [ prefix ] : [] - var noGlobStar = gspref.concat(remainWithoutGlobStar) - - // the noGlobStar pattern exits the inGlobStar state - this._process(noGlobStar, index, false) - - var len = entries.length - var isSym = this.symlinks[abs] - - // If it's a symlink, and we're in a globstar, then stop - if (isSym && inGlobStar) - return - - for (var i = 0; i < len; i++) { - var e = entries[i] - if (e.charAt(0) === '.' && !this.dot) - continue - - // these two cases enter the inGlobStar state - var instead = gspref.concat(entries[i], remainWithoutGlobStar) - this._process(instead, index, true) - - var below = gspref.concat(entries[i], remain) - this._process(below, index, true) - } -} - -GlobSync.prototype._processSimple = function (prefix, index) { - // XXX review this. Shouldn't it be doing the mounting etc - // before doing stat? kinda weird? - var exists = this._stat(prefix) - - if (!this.matches[index]) - this.matches[index] = Object.create(null) - - // If it doesn't exist, then just mark the lack of results - if (!exists) - return - - if (prefix && isAbsolute(prefix) && !this.nomount) { - var trail = /[\/\\]$/.test(prefix) - if (prefix.charAt(0) === '/') { - prefix = path.join(this.root, prefix) - } else { - prefix = path.resolve(this.root, prefix) - if (trail) - prefix += '/' - } - } - - if (process.platform === 'win32') - prefix = prefix.replace(/\\/g, '/') - - // Mark this as a match - this.matches[index][prefix] = true -} - -// Returns either 'DIR', 'FILE', or false -GlobSync.prototype._stat = function (f) { - var abs = this._makeAbs(f) - var needDir = f.slice(-1) === '/' - - if (f.length > this.maxLength) - return false - - if (!this.stat && ownProp(this.cache, abs)) { - var c = this.cache[abs] - - if (Array.isArray(c)) - c = 'DIR' - - // It exists, but maybe not how we need it - if (!needDir || c === 'DIR') - return c - - if (needDir && c === 'FILE') - return false - - // otherwise we have to stat, because maybe c=true - // if we know it exists, but not what it is. - } - - var exists - var stat = this.statCache[abs] - if (!stat) { - var lstat - try { - lstat = fs.lstatSync(abs) - } catch (er) { - return false - } - - if (lstat.isSymbolicLink()) { - try { - stat = fs.statSync(abs) - } catch (er) { - stat = lstat - } - } else { - stat = lstat - } - } - - this.statCache[abs] = stat - - var c = stat.isDirectory() ? 'DIR' : 'FILE' - this.cache[abs] = this.cache[abs] || c - - if (needDir && c !== 'DIR') - return false - - return c -} - -GlobSync.prototype._mark = function (p) { - return common.mark(this, p) -} - -GlobSync.prototype._makeAbs = function (f) { - return common.makeAbs(this, f) -} - -}).call(this,require('_process')) -},{"./common.js":15,"./glob.js":16,"_process":24,"assert":9,"fs":12,"minimatch":20,"path":22,"path-is-absolute":23,"util":28}],18:[function(require,module,exports){ -(function (process){ -var wrappy = require('wrappy') -var reqs = Object.create(null) -var once = require('once') - -module.exports = wrappy(inflight) - -function inflight (key, cb) { - if (reqs[key]) { - reqs[key].push(cb) - return null - } else { - reqs[key] = [cb] - return makeres(key) - } -} - -function makeres (key) { - return once(function RES () { - var cbs = reqs[key] - var len = cbs.length - var args = slice(arguments) - - // XXX It's somewhat ambiguous whether a new callback added in this - // pass should be queued for later execution if something in the - // list of callbacks throws, or if it should just be discarded. - // However, it's such an edge case that it hardly matters, and either - // choice is likely as surprising as the other. - // As it happens, we do go ahead and schedule it for later execution. - try { - for (var i = 0; i < len; i++) { - cbs[i].apply(null, args) - } - } finally { - if (cbs.length > len) { - // added more in the interim. - // de-zalgo, just in case, but don't call again. - cbs.splice(0, len) - process.nextTick(function () { - RES.apply(null, args) - }) - } else { - delete reqs[key] - } - } - }) -} - -function slice (args) { - var length = args.length - var array = [] - - for (var i = 0; i < length; i++) array[i] = args[i] - return array -} - -}).call(this,require('_process')) -},{"_process":24,"once":21,"wrappy":29}],19:[function(require,module,exports){ -if (typeof Object.create === 'function') { - // implementation from standard node.js 'util' module - module.exports = function inherits(ctor, superCtor) { - ctor.super_ = superCtor - ctor.prototype = Object.create(superCtor.prototype, { - constructor: { - value: ctor, - enumerable: false, - writable: true, - configurable: true - } - }); - }; -} else { - // old school shim for old browsers - module.exports = function inherits(ctor, superCtor) { - ctor.super_ = superCtor - var TempCtor = function () {} - TempCtor.prototype = superCtor.prototype - ctor.prototype = new TempCtor() - ctor.prototype.constructor = ctor - } -} - -},{}],20:[function(require,module,exports){ -module.exports = minimatch -minimatch.Minimatch = Minimatch - -var path = { sep: '/' } -try { - path = require('path') -} catch (er) {} - -var GLOBSTAR = minimatch.GLOBSTAR = Minimatch.GLOBSTAR = {} -var expand = require('brace-expansion') - -var plTypes = { - '!': { open: '(?:(?!(?:', close: '))[^/]*?)'}, - '?': { open: '(?:', close: ')?' }, - '+': { open: '(?:', close: ')+' }, - '*': { open: '(?:', close: ')*' }, - '@': { open: '(?:', close: ')' } -} - -// any single thing other than / -// don't need to escape / when using new RegExp() -var qmark = '[^/]' - -// * => any number of characters -var star = qmark + '*?' - -// ** when dots are allowed. Anything goes, except .. and . -// not (^ or / followed by one or two dots followed by $ or /), -// followed by anything, any number of times. -var twoStarDot = '(?:(?!(?:\\\/|^)(?:\\.{1,2})($|\\\/)).)*?' - -// not a ^ or / followed by a dot, -// followed by anything, any number of times. -var twoStarNoDot = '(?:(?!(?:\\\/|^)\\.).)*?' - -// characters that need to be escaped in RegExp. -var reSpecials = charSet('().*{}+?[]^$\\!') - -// "abc" -> { a:true, b:true, c:true } -function charSet (s) { - return s.split('').reduce(function (set, c) { - set[c] = true - return set - }, {}) -} - -// normalizes slashes. -var slashSplit = /\/+/ - -minimatch.filter = filter -function filter (pattern, options) { - options = options || {} - return function (p, i, list) { - return minimatch(p, pattern, options) - } -} - -function ext (a, b) { - a = a || {} - b = b || {} - var t = {} - Object.keys(b).forEach(function (k) { - t[k] = b[k] - }) - Object.keys(a).forEach(function (k) { - t[k] = a[k] - }) - return t -} - -minimatch.defaults = function (def) { - if (!def || !Object.keys(def).length) return minimatch - - var orig = minimatch - - var m = function minimatch (p, pattern, options) { - return orig.minimatch(p, pattern, ext(def, options)) - } - - m.Minimatch = function Minimatch (pattern, options) { - return new orig.Minimatch(pattern, ext(def, options)) - } - - return m -} - -Minimatch.defaults = function (def) { - if (!def || !Object.keys(def).length) return Minimatch - return minimatch.defaults(def).Minimatch -} - -function minimatch (p, pattern, options) { - if (typeof pattern !== 'string') { - throw new TypeError('glob pattern string required') - } - - if (!options) options = {} - - // shortcut: comments match nothing. - if (!options.nocomment && pattern.charAt(0) === '#') { - return false - } - - // "" only matches "" - if (pattern.trim() === '') return p === '' - - return new Minimatch(pattern, options).match(p) -} - -function Minimatch (pattern, options) { - if (!(this instanceof Minimatch)) { - return new Minimatch(pattern, options) - } - - if (typeof pattern !== 'string') { - throw new TypeError('glob pattern string required') - } - - if (!options) options = {} - pattern = pattern.trim() - - // windows support: need to use /, not \ - if (path.sep !== '/') { - pattern = pattern.split(path.sep).join('/') - } - - this.options = options - this.set = [] - this.pattern = pattern - this.regexp = null - this.negate = false - this.comment = false - this.empty = false - - // make the set of regexps etc. - this.make() -} - -Minimatch.prototype.debug = function () {} - -Minimatch.prototype.make = make -function make () { - // don't do it more than once. - if (this._made) return - - var pattern = this.pattern - var options = this.options - - // empty patterns and comments match nothing. - if (!options.nocomment && pattern.charAt(0) === '#') { - this.comment = true - return - } - if (!pattern) { - this.empty = true - return - } - - // step 1: figure out negation, etc. - this.parseNegate() - - // step 2: expand braces - var set = this.globSet = this.braceExpand() - - if (options.debug) this.debug = console.error - - this.debug(this.pattern, set) - - // step 3: now we have a set, so turn each one into a series of path-portion - // matching patterns. - // These will be regexps, except in the case of "**", which is - // set to the GLOBSTAR object for globstar behavior, - // and will not contain any / characters - set = this.globParts = set.map(function (s) { - return s.split(slashSplit) - }) - - this.debug(this.pattern, set) - - // glob --> regexps - set = set.map(function (s, si, set) { - return s.map(this.parse, this) - }, this) - - this.debug(this.pattern, set) - - // filter out everything that didn't compile properly. - set = set.filter(function (s) { - return s.indexOf(false) === -1 - }) - - this.debug(this.pattern, set) - - this.set = set -} - -Minimatch.prototype.parseNegate = parseNegate -function parseNegate () { - var pattern = this.pattern - var negate = false - var options = this.options - var negateOffset = 0 - - if (options.nonegate) return - - for (var i = 0, l = pattern.length - ; i < l && pattern.charAt(i) === '!' - ; i++) { - negate = !negate - negateOffset++ - } - - if (negateOffset) this.pattern = pattern.substr(negateOffset) - this.negate = negate -} - -// Brace expansion: -// a{b,c}d -> abd acd -// a{b,}c -> abc ac -// a{0..3}d -> a0d a1d a2d a3d -// a{b,c{d,e}f}g -> abg acdfg acefg -// a{b,c}d{e,f}g -> abdeg acdeg abdeg abdfg -// -// Invalid sets are not expanded. -// a{2..}b -> a{2..}b -// a{b}c -> a{b}c -minimatch.braceExpand = function (pattern, options) { - return braceExpand(pattern, options) -} - -Minimatch.prototype.braceExpand = braceExpand - -function braceExpand (pattern, options) { - if (!options) { - if (this instanceof Minimatch) { - options = this.options - } else { - options = {} - } - } - - pattern = typeof pattern === 'undefined' - ? this.pattern : pattern - - if (typeof pattern === 'undefined') { - throw new TypeError('undefined pattern') - } - - if (options.nobrace || - !pattern.match(/\{.*\}/)) { - // shortcut. no need to expand. - return [pattern] - } - - return expand(pattern) -} - -// parse a component of the expanded set. -// At this point, no pattern may contain "/" in it -// so we're going to return a 2d array, where each entry is the full -// pattern, split on '/', and then turned into a regular expression. -// A regexp is made at the end which joins each array with an -// escaped /, and another full one which joins each regexp with |. -// -// Following the lead of Bash 4.1, note that "**" only has special meaning -// when it is the *only* thing in a path portion. Otherwise, any series -// of * is equivalent to a single *. Globstar behavior is enabled by -// default, and can be disabled by setting options.noglobstar. -Minimatch.prototype.parse = parse -var SUBPARSE = {} -function parse (pattern, isSub) { - if (pattern.length > 1024 * 64) { - throw new TypeError('pattern is too long') - } - - var options = this.options - - // shortcuts - if (!options.noglobstar && pattern === '**') return GLOBSTAR - if (pattern === '') return '' - - var re = '' - var hasMagic = !!options.nocase - var escaping = false - // ? => one single character - var patternListStack = [] - var negativeLists = [] - var stateChar - var inClass = false - var reClassStart = -1 - var classStart = -1 - // . and .. never match anything that doesn't start with ., - // even when options.dot is set. - var patternStart = pattern.charAt(0) === '.' ? '' // anything - // not (start or / followed by . or .. followed by / or end) - : options.dot ? '(?!(?:^|\\\/)\\.{1,2}(?:$|\\\/))' - : '(?!\\.)' - var self = this - - function clearStateChar () { - if (stateChar) { - // we had some state-tracking character - // that wasn't consumed by this pass. - switch (stateChar) { - case '*': - re += star - hasMagic = true - break - case '?': - re += qmark - hasMagic = true - break - default: - re += '\\' + stateChar - break - } - self.debug('clearStateChar %j %j', stateChar, re) - stateChar = false - } - } - - for (var i = 0, len = pattern.length, c - ; (i < len) && (c = pattern.charAt(i)) - ; i++) { - this.debug('%s\t%s %s %j', pattern, i, re, c) - - // skip over any that are escaped. - if (escaping && reSpecials[c]) { - re += '\\' + c - escaping = false - continue - } - - switch (c) { - case '/': - // completely not allowed, even escaped. - // Should already be path-split by now. - return false - - case '\\': - clearStateChar() - escaping = true - continue - - // the various stateChar values - // for the "extglob" stuff. - case '?': - case '*': - case '+': - case '@': - case '!': - this.debug('%s\t%s %s %j <-- stateChar', pattern, i, re, c) - - // all of those are literals inside a class, except that - // the glob [!a] means [^a] in regexp - if (inClass) { - this.debug(' in class') - if (c === '!' && i === classStart + 1) c = '^' - re += c - continue - } - - // if we already have a stateChar, then it means - // that there was something like ** or +? in there. - // Handle the stateChar, then proceed with this one. - self.debug('call clearStateChar %j', stateChar) - clearStateChar() - stateChar = c - // if extglob is disabled, then +(asdf|foo) isn't a thing. - // just clear the statechar *now*, rather than even diving into - // the patternList stuff. - if (options.noext) clearStateChar() - continue - - case '(': - if (inClass) { - re += '(' - continue - } - - if (!stateChar) { - re += '\\(' - continue - } - - patternListStack.push({ - type: stateChar, - start: i - 1, - reStart: re.length, - open: plTypes[stateChar].open, - close: plTypes[stateChar].close - }) - // negation is (?:(?!js)[^/]*) - re += stateChar === '!' ? '(?:(?!(?:' : '(?:' - this.debug('plType %j %j', stateChar, re) - stateChar = false - continue - - case ')': - if (inClass || !patternListStack.length) { - re += '\\)' - continue - } - - clearStateChar() - hasMagic = true - var pl = patternListStack.pop() - // negation is (?:(?!js)[^/]*) - // The others are (?:) - re += pl.close - if (pl.type === '!') { - negativeLists.push(pl) - } - pl.reEnd = re.length - continue - - case '|': - if (inClass || !patternListStack.length || escaping) { - re += '\\|' - escaping = false - continue - } - - clearStateChar() - re += '|' - continue - - // these are mostly the same in regexp and glob - case '[': - // swallow any state-tracking char before the [ - clearStateChar() - - if (inClass) { - re += '\\' + c - continue - } - - inClass = true - classStart = i - reClassStart = re.length - re += c - continue - - case ']': - // a right bracket shall lose its special - // meaning and represent itself in - // a bracket expression if it occurs - // first in the list. -- POSIX.2 2.8.3.2 - if (i === classStart + 1 || !inClass) { - re += '\\' + c - escaping = false - continue - } - - // handle the case where we left a class open. - // "[z-a]" is valid, equivalent to "\[z-a\]" - if (inClass) { - // split where the last [ was, make sure we don't have - // an invalid re. if so, re-walk the contents of the - // would-be class to re-translate any characters that - // were passed through as-is - // TODO: It would probably be faster to determine this - // without a try/catch and a new RegExp, but it's tricky - // to do safely. For now, this is safe and works. - var cs = pattern.substring(classStart + 1, i) - try { - RegExp('[' + cs + ']') - } catch (er) { - // not a valid class! - var sp = this.parse(cs, SUBPARSE) - re = re.substr(0, reClassStart) + '\\[' + sp[0] + '\\]' - hasMagic = hasMagic || sp[1] - inClass = false - continue - } - } - - // finish up the class. - hasMagic = true - inClass = false - re += c - continue - - default: - // swallow any state char that wasn't consumed - clearStateChar() - - if (escaping) { - // no need - escaping = false - } else if (reSpecials[c] - && !(c === '^' && inClass)) { - re += '\\' - } - - re += c - - } // switch - } // for - - // handle the case where we left a class open. - // "[abc" is valid, equivalent to "\[abc" - if (inClass) { - // split where the last [ was, and escape it - // this is a huge pita. We now have to re-walk - // the contents of the would-be class to re-translate - // any characters that were passed through as-is - cs = pattern.substr(classStart + 1) - sp = this.parse(cs, SUBPARSE) - re = re.substr(0, reClassStart) + '\\[' + sp[0] - hasMagic = hasMagic || sp[1] - } - - // handle the case where we had a +( thing at the *end* - // of the pattern. - // each pattern list stack adds 3 chars, and we need to go through - // and escape any | chars that were passed through as-is for the regexp. - // Go through and escape them, taking care not to double-escape any - // | chars that were already escaped. - for (pl = patternListStack.pop(); pl; pl = patternListStack.pop()) { - var tail = re.slice(pl.reStart + pl.open.length) - this.debug('setting tail', re, pl) - // maybe some even number of \, then maybe 1 \, followed by a | - tail = tail.replace(/((?:\\{2}){0,64})(\\?)\|/g, function (_, $1, $2) { - if (!$2) { - // the | isn't already escaped, so escape it. - $2 = '\\' - } - - // need to escape all those slashes *again*, without escaping the - // one that we need for escaping the | character. As it works out, - // escaping an even number of slashes can be done by simply repeating - // it exactly after itself. That's why this trick works. - // - // I am sorry that you have to see this. - return $1 + $1 + $2 + '|' - }) - - this.debug('tail=%j\n %s', tail, tail, pl, re) - var t = pl.type === '*' ? star - : pl.type === '?' ? qmark - : '\\' + pl.type - - hasMagic = true - re = re.slice(0, pl.reStart) + t + '\\(' + tail - } - - // handle trailing things that only matter at the very end. - clearStateChar() - if (escaping) { - // trailing \\ - re += '\\\\' - } - - // only need to apply the nodot start if the re starts with - // something that could conceivably capture a dot - var addPatternStart = false - switch (re.charAt(0)) { - case '.': - case '[': - case '(': addPatternStart = true - } - - // Hack to work around lack of negative lookbehind in JS - // A pattern like: *.!(x).!(y|z) needs to ensure that a name - // like 'a.xyz.yz' doesn't match. So, the first negative - // lookahead, has to look ALL the way ahead, to the end of - // the pattern. - for (var n = negativeLists.length - 1; n > -1; n--) { - var nl = negativeLists[n] - - var nlBefore = re.slice(0, nl.reStart) - var nlFirst = re.slice(nl.reStart, nl.reEnd - 8) - var nlLast = re.slice(nl.reEnd - 8, nl.reEnd) - var nlAfter = re.slice(nl.reEnd) - - nlLast += nlAfter - - // Handle nested stuff like *(*.js|!(*.json)), where open parens - // mean that we should *not* include the ) in the bit that is considered - // "after" the negated section. - var openParensBefore = nlBefore.split('(').length - 1 - var cleanAfter = nlAfter - for (i = 0; i < openParensBefore; i++) { - cleanAfter = cleanAfter.replace(/\)[+*?]?/, '') - } - nlAfter = cleanAfter - - var dollar = '' - if (nlAfter === '' && isSub !== SUBPARSE) { - dollar = '$' - } - var newRe = nlBefore + nlFirst + nlAfter + dollar + nlLast - re = newRe - } - - // if the re is not "" at this point, then we need to make sure - // it doesn't match against an empty path part. - // Otherwise a/* will match a/, which it should not. - if (re !== '' && hasMagic) { - re = '(?=.)' + re - } - - if (addPatternStart) { - re = patternStart + re - } - - // parsing just a piece of a larger pattern. - if (isSub === SUBPARSE) { - return [re, hasMagic] - } - - // skip the regexp for non-magical patterns - // unescape anything in it, though, so that it'll be - // an exact match against a file etc. - if (!hasMagic) { - return globUnescape(pattern) - } - - var flags = options.nocase ? 'i' : '' - try { - var regExp = new RegExp('^' + re + '$', flags) - } catch (er) { - // If it was an invalid regular expression, then it can't match - // anything. This trick looks for a character after the end of - // the string, which is of course impossible, except in multi-line - // mode, but it's not a /m regex. - return new RegExp('$.') - } - - regExp._glob = pattern - regExp._src = re - - return regExp -} - -minimatch.makeRe = function (pattern, options) { - return new Minimatch(pattern, options || {}).makeRe() -} - -Minimatch.prototype.makeRe = makeRe -function makeRe () { - if (this.regexp || this.regexp === false) return this.regexp - - // at this point, this.set is a 2d array of partial - // pattern strings, or "**". - // - // It's better to use .match(). This function shouldn't - // be used, really, but it's pretty convenient sometimes, - // when you just want to work with a regex. - var set = this.set - - if (!set.length) { - this.regexp = false - return this.regexp - } - var options = this.options - - var twoStar = options.noglobstar ? star - : options.dot ? twoStarDot - : twoStarNoDot - var flags = options.nocase ? 'i' : '' - - var re = set.map(function (pattern) { - return pattern.map(function (p) { - return (p === GLOBSTAR) ? twoStar - : (typeof p === 'string') ? regExpEscape(p) - : p._src - }).join('\\\/') - }).join('|') - - // must match entire pattern - // ending in a * or ** will make it less strict. - re = '^(?:' + re + ')$' - - // can match anything, as long as it's not this. - if (this.negate) re = '^(?!' + re + ').*$' - - try { - this.regexp = new RegExp(re, flags) - } catch (ex) { - this.regexp = false - } - return this.regexp -} - -minimatch.match = function (list, pattern, options) { - options = options || {} - var mm = new Minimatch(pattern, options) - list = list.filter(function (f) { - return mm.match(f) - }) - if (mm.options.nonull && !list.length) { - list.push(pattern) - } - return list -} - -Minimatch.prototype.match = match -function match (f, partial) { - this.debug('match', f, this.pattern) - // short-circuit in the case of busted things. - // comments, etc. - if (this.comment) return false - if (this.empty) return f === '' - - if (f === '/' && partial) return true - - var options = this.options - - // windows: need to use /, not \ - if (path.sep !== '/') { - f = f.split(path.sep).join('/') - } - - // treat the test path as a set of pathparts. - f = f.split(slashSplit) - this.debug(this.pattern, 'split', f) - - // just ONE of the pattern sets in this.set needs to match - // in order for it to be valid. If negating, then just one - // match means that we have failed. - // Either way, return on the first hit. - - var set = this.set - this.debug(this.pattern, 'set', set) - - // Find the basename of the path by looking for the last non-empty segment - var filename - var i - for (i = f.length - 1; i >= 0; i--) { - filename = f[i] - if (filename) break - } - - for (i = 0; i < set.length; i++) { - var pattern = set[i] - var file = f - if (options.matchBase && pattern.length === 1) { - file = [filename] - } - var hit = this.matchOne(file, pattern, partial) - if (hit) { - if (options.flipNegate) return true - return !this.negate - } - } - - // didn't get any hits. this is success if it's a negative - // pattern, failure otherwise. - if (options.flipNegate) return false - return this.negate -} - -// set partial to true to test if, for example, -// "/a/b" matches the start of "/*/b/*/d" -// Partial means, if you run out of file before you run -// out of pattern, then that's fine, as long as all -// the parts match. -Minimatch.prototype.matchOne = function (file, pattern, partial) { - var options = this.options - - this.debug('matchOne', - { 'this': this, file: file, pattern: pattern }) - - this.debug('matchOne', file.length, pattern.length) - - for (var fi = 0, - pi = 0, - fl = file.length, - pl = pattern.length - ; (fi < fl) && (pi < pl) - ; fi++, pi++) { - this.debug('matchOne loop') - var p = pattern[pi] - var f = file[fi] - - this.debug(pattern, p, f) - - // should be impossible. - // some invalid regexp stuff in the set. - if (p === false) return false - - if (p === GLOBSTAR) { - this.debug('GLOBSTAR', [pattern, p, f]) - - // "**" - // a/**/b/**/c would match the following: - // a/b/x/y/z/c - // a/x/y/z/b/c - // a/b/x/b/x/c - // a/b/c - // To do this, take the rest of the pattern after - // the **, and see if it would match the file remainder. - // If so, return success. - // If not, the ** "swallows" a segment, and try again. - // This is recursively awful. - // - // a/**/b/**/c matching a/b/x/y/z/c - // - a matches a - // - doublestar - // - matchOne(b/x/y/z/c, b/**/c) - // - b matches b - // - doublestar - // - matchOne(x/y/z/c, c) -> no - // - matchOne(y/z/c, c) -> no - // - matchOne(z/c, c) -> no - // - matchOne(c, c) yes, hit - var fr = fi - var pr = pi + 1 - if (pr === pl) { - this.debug('** at the end') - // a ** at the end will just swallow the rest. - // We have found a match. - // however, it will not swallow /.x, unless - // options.dot is set. - // . and .. are *never* matched by **, for explosively - // exponential reasons. - for (; fi < fl; fi++) { - if (file[fi] === '.' || file[fi] === '..' || - (!options.dot && file[fi].charAt(0) === '.')) return false - } - return true - } - - // ok, let's see if we can swallow whatever we can. - while (fr < fl) { - var swallowee = file[fr] - - this.debug('\nglobstar while', file, fr, pattern, pr, swallowee) - - // XXX remove this slice. Just pass the start index. - if (this.matchOne(file.slice(fr), pattern.slice(pr), partial)) { - this.debug('globstar found match!', fr, fl, swallowee) - // found a match. - return true - } else { - // can't swallow "." or ".." ever. - // can only swallow ".foo" when explicitly asked. - if (swallowee === '.' || swallowee === '..' || - (!options.dot && swallowee.charAt(0) === '.')) { - this.debug('dot detected!', file, fr, pattern, pr) - break - } - - // ** swallows a segment, and continue. - this.debug('globstar swallow a segment, and continue') - fr++ - } - } - - // no match was found. - // However, in partial mode, we can't say this is necessarily over. - // If there's more *pattern* left, then - if (partial) { - // ran out of file - this.debug('\n>>> no match, partial?', file, fr, pattern, pr) - if (fr === fl) return true - } - return false - } - - // something other than ** - // non-magic patterns just have to match exactly - // patterns with magic have been turned into regexps. - var hit - if (typeof p === 'string') { - if (options.nocase) { - hit = f.toLowerCase() === p.toLowerCase() - } else { - hit = f === p - } - this.debug('string match', p, f, hit) - } else { - hit = f.match(p) - this.debug('pattern match', p, f, hit) - } - - if (!hit) return false - } - - // Note: ending in / means that we'll get a final "" - // at the end of the pattern. This can only match a - // corresponding "" at the end of the file. - // If the file ends in /, then it can only match a - // a pattern that ends in /, unless the pattern just - // doesn't have any more for it. But, a/b/ should *not* - // match "a/b/*", even though "" matches against the - // [^/]*? pattern, except in partial mode, where it might - // simply not be reached yet. - // However, a/b/ should still satisfy a/* - - // now either we fell off the end of the pattern, or we're done. - if (fi === fl && pi === pl) { - // ran out of pattern and filename at the same time. - // an exact hit! - return true - } else if (fi === fl) { - // ran out of file, but still had pattern left. - // this is ok if we're doing the match as part of - // a glob fs traversal. - return partial - } else if (pi === pl) { - // ran out of pattern, still have file left. - // this is only acceptable if we're on the very last - // empty segment of a file with a trailing slash. - // a/* should match a/b/ - var emptyFileEnd = (fi === fl - 1) && (file[fi] === '') - return emptyFileEnd - } - - // should be unreachable. - throw new Error('wtf?') -} - -// replace stuff like \* with * -function globUnescape (s) { - return s.replace(/\\(.)/g, '$1') -} - -function regExpEscape (s) { - return s.replace(/[-[\]{}()*+?.,\\^$|#\s]/g, '\\$&') -} - -},{"brace-expansion":11,"path":22}],21:[function(require,module,exports){ -var wrappy = require('wrappy') -module.exports = wrappy(once) -module.exports.strict = wrappy(onceStrict) - -once.proto = once(function () { - Object.defineProperty(Function.prototype, 'once', { - value: function () { - return once(this) - }, - configurable: true - }) - - Object.defineProperty(Function.prototype, 'onceStrict', { - value: function () { - return onceStrict(this) - }, - configurable: true - }) -}) - -function once (fn) { - var f = function () { - if (f.called) return f.value - f.called = true - return f.value = fn.apply(this, arguments) - } - f.called = false - return f -} - -function onceStrict (fn) { - var f = function () { - if (f.called) - throw new Error(f.onceError) - f.called = true - return f.value = fn.apply(this, arguments) - } - var name = fn.name || 'Function wrapped with `once`' - f.onceError = name + " shouldn't be called more than once" - f.called = false - return f -} - -},{"wrappy":29}],22:[function(require,module,exports){ -(function (process){ -// Copyright Joyent, Inc. and other Node contributors. -// -// Permission is hereby granted, free of charge, to any person obtaining a -// copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to permit -// persons to whom the Software is furnished to do so, subject to the -// following conditions: -// -// The above copyright notice and this permission notice shall be included -// in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS -// OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN -// NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, -// DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR -// OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE -// USE OR OTHER DEALINGS IN THE SOFTWARE. - -// resolves . and .. elements in a path array with directory names there -// must be no slashes, empty elements, or device names (c:\) in the array -// (so also no leading and trailing slashes - it does not distinguish -// relative and absolute paths) -function normalizeArray(parts, allowAboveRoot) { - // if the path tries to go above the root, `up` ends up > 0 - var up = 0; - for (var i = parts.length - 1; i >= 0; i--) { - var last = parts[i]; - if (last === '.') { - parts.splice(i, 1); - } else if (last === '..') { - parts.splice(i, 1); - up++; - } else if (up) { - parts.splice(i, 1); - up--; - } - } - - // if the path is allowed to go above the root, restore leading ..s - if (allowAboveRoot) { - for (; up--; up) { - parts.unshift('..'); - } - } - - return parts; -} - -// Split a filename into [root, dir, basename, ext], unix version -// 'root' is just a slash, or nothing. -var splitPathRe = - /^(\/?|)([\s\S]*?)((?:\.{1,2}|[^\/]+?|)(\.[^.\/]*|))(?:[\/]*)$/; -var splitPath = function(filename) { - return splitPathRe.exec(filename).slice(1); -}; - -// path.resolve([from ...], to) -// posix version -exports.resolve = function() { - var resolvedPath = '', - resolvedAbsolute = false; - - for (var i = arguments.length - 1; i >= -1 && !resolvedAbsolute; i--) { - var path = (i >= 0) ? arguments[i] : process.cwd(); - - // Skip empty and invalid entries - if (typeof path !== 'string') { - throw new TypeError('Arguments to path.resolve must be strings'); - } else if (!path) { - continue; - } - - resolvedPath = path + '/' + resolvedPath; - resolvedAbsolute = path.charAt(0) === '/'; - } - - // At this point the path should be resolved to a full absolute path, but - // handle relative paths to be safe (might happen when process.cwd() fails) - - // Normalize the path - resolvedPath = normalizeArray(filter(resolvedPath.split('/'), function(p) { - return !!p; - }), !resolvedAbsolute).join('/'); - - return ((resolvedAbsolute ? '/' : '') + resolvedPath) || '.'; -}; - -// path.normalize(path) -// posix version -exports.normalize = function(path) { - var isAbsolute = exports.isAbsolute(path), - trailingSlash = substr(path, -1) === '/'; - - // Normalize the path - path = normalizeArray(filter(path.split('/'), function(p) { - return !!p; - }), !isAbsolute).join('/'); - - if (!path && !isAbsolute) { - path = '.'; - } - if (path && trailingSlash) { - path += '/'; - } - - return (isAbsolute ? '/' : '') + path; -}; - -// posix version -exports.isAbsolute = function(path) { - return path.charAt(0) === '/'; -}; - -// posix version -exports.join = function() { - var paths = Array.prototype.slice.call(arguments, 0); - return exports.normalize(filter(paths, function(p, index) { - if (typeof p !== 'string') { - throw new TypeError('Arguments to path.join must be strings'); - } - return p; - }).join('/')); -}; - - -// path.relative(from, to) -// posix version -exports.relative = function(from, to) { - from = exports.resolve(from).substr(1); - to = exports.resolve(to).substr(1); - - function trim(arr) { - var start = 0; - for (; start < arr.length; start++) { - if (arr[start] !== '') break; - } - - var end = arr.length - 1; - for (; end >= 0; end--) { - if (arr[end] !== '') break; - } - - if (start > end) return []; - return arr.slice(start, end - start + 1); - } - - var fromParts = trim(from.split('/')); - var toParts = trim(to.split('/')); - - var length = Math.min(fromParts.length, toParts.length); - var samePartsLength = length; - for (var i = 0; i < length; i++) { - if (fromParts[i] !== toParts[i]) { - samePartsLength = i; - break; - } - } - - var outputParts = []; - for (var i = samePartsLength; i < fromParts.length; i++) { - outputParts.push('..'); - } - - outputParts = outputParts.concat(toParts.slice(samePartsLength)); - - return outputParts.join('/'); -}; - -exports.sep = '/'; -exports.delimiter = ':'; - -exports.dirname = function(path) { - var result = splitPath(path), - root = result[0], - dir = result[1]; - - if (!root && !dir) { - // No dirname whatsoever - return '.'; - } - - if (dir) { - // It has a dirname, strip trailing slash - dir = dir.substr(0, dir.length - 1); - } - - return root + dir; -}; - - -exports.basename = function(path, ext) { - var f = splitPath(path)[2]; - // TODO: make this comparison case-insensitive on windows? - if (ext && f.substr(-1 * ext.length) === ext) { - f = f.substr(0, f.length - ext.length); - } - return f; -}; - - -exports.extname = function(path) { - return splitPath(path)[3]; -}; - -function filter (xs, f) { - if (xs.filter) return xs.filter(f); - var res = []; - for (var i = 0; i < xs.length; i++) { - if (f(xs[i], i, xs)) res.push(xs[i]); - } - return res; -} - -// String.prototype.substr - negative index don't work in IE8 -var substr = 'ab'.substr(-1) === 'b' - ? function (str, start, len) { return str.substr(start, len) } - : function (str, start, len) { - if (start < 0) start = str.length + start; - return str.substr(start, len); - } -; - -}).call(this,require('_process')) -},{"_process":24}],23:[function(require,module,exports){ -(function (process){ -'use strict'; - -function posix(path) { - return path.charAt(0) === '/'; -} - -function win32(path) { - // https://github.com/nodejs/node/blob/b3fcc245fb25539909ef1d5eaa01dbf92e168633/lib/path.js#L56 - var splitDeviceRe = /^([a-zA-Z]:|[\\\/]{2}[^\\\/]+[\\\/]+[^\\\/]+)?([\\\/])?([\s\S]*?)$/; - var result = splitDeviceRe.exec(path); - var device = result[1] || ''; - var isUnc = Boolean(device && device.charAt(1) !== ':'); - - // UNC paths are always absolute - return Boolean(result[2] || isUnc); -} - -module.exports = process.platform === 'win32' ? win32 : posix; -module.exports.posix = posix; -module.exports.win32 = win32; - -}).call(this,require('_process')) -},{"_process":24}],24:[function(require,module,exports){ -// shim for using process in browser -var process = module.exports = {}; - -// cached from whatever global is present so that test runners that stub it -// don't break things. But we need to wrap it in a try catch in case it is -// wrapped in strict mode code which doesn't define any globals. It's inside a -// function because try/catches deoptimize in certain engines. - -var cachedSetTimeout; -var cachedClearTimeout; - -function defaultSetTimout() { - throw new Error('setTimeout has not been defined'); -} -function defaultClearTimeout () { - throw new Error('clearTimeout has not been defined'); -} -(function () { - try { - if (typeof setTimeout === 'function') { - cachedSetTimeout = setTimeout; - } else { - cachedSetTimeout = defaultSetTimout; - } - } catch (e) { - cachedSetTimeout = defaultSetTimout; - } - try { - if (typeof clearTimeout === 'function') { - cachedClearTimeout = clearTimeout; - } else { - cachedClearTimeout = defaultClearTimeout; - } - } catch (e) { - cachedClearTimeout = defaultClearTimeout; - } -} ()) -function runTimeout(fun) { - if (cachedSetTimeout === setTimeout) { - //normal enviroments in sane situations - return setTimeout(fun, 0); - } - // if setTimeout wasn't available but was latter defined - if ((cachedSetTimeout === defaultSetTimout || !cachedSetTimeout) && setTimeout) { - cachedSetTimeout = setTimeout; - return setTimeout(fun, 0); - } - try { - // when when somebody has screwed with setTimeout but no I.E. maddness - return cachedSetTimeout(fun, 0); - } catch(e){ - try { - // When we are in I.E. but the script has been evaled so I.E. doesn't trust the global object when called normally - return cachedSetTimeout.call(null, fun, 0); - } catch(e){ - // same as above but when it's a version of I.E. that must have the global object for 'this', hopfully our context correct otherwise it will throw a global error - return cachedSetTimeout.call(this, fun, 0); - } - } - - -} -function runClearTimeout(marker) { - if (cachedClearTimeout === clearTimeout) { - //normal enviroments in sane situations - return clearTimeout(marker); - } - // if clearTimeout wasn't available but was latter defined - if ((cachedClearTimeout === defaultClearTimeout || !cachedClearTimeout) && clearTimeout) { - cachedClearTimeout = clearTimeout; - return clearTimeout(marker); - } - try { - // when when somebody has screwed with setTimeout but no I.E. maddness - return cachedClearTimeout(marker); - } catch (e){ - try { - // When we are in I.E. but the script has been evaled so I.E. doesn't trust the global object when called normally - return cachedClearTimeout.call(null, marker); - } catch (e){ - // same as above but when it's a version of I.E. that must have the global object for 'this', hopfully our context correct otherwise it will throw a global error. - // Some versions of I.E. have different rules for clearTimeout vs setTimeout - return cachedClearTimeout.call(this, marker); - } - } - - - -} -var queue = []; -var draining = false; -var currentQueue; -var queueIndex = -1; - -function cleanUpNextTick() { - if (!draining || !currentQueue) { - return; - } - draining = false; - if (currentQueue.length) { - queue = currentQueue.concat(queue); - } else { - queueIndex = -1; - } - if (queue.length) { - drainQueue(); - } -} - -function drainQueue() { - if (draining) { - return; - } - var timeout = runTimeout(cleanUpNextTick); - draining = true; - - var len = queue.length; - while(len) { - currentQueue = queue; - queue = []; - while (++queueIndex < len) { - if (currentQueue) { - currentQueue[queueIndex].run(); - } - } - queueIndex = -1; - len = queue.length; - } - currentQueue = null; - draining = false; - runClearTimeout(timeout); -} - -process.nextTick = function (fun) { - var args = new Array(arguments.length - 1); - if (arguments.length > 1) { - for (var i = 1; i < arguments.length; i++) { - args[i - 1] = arguments[i]; - } - } - queue.push(new Item(fun, args)); - if (queue.length === 1 && !draining) { - runTimeout(drainQueue); - } -}; - -// v8 likes predictible objects -function Item(fun, array) { - this.fun = fun; - this.array = array; -} -Item.prototype.run = function () { - this.fun.apply(null, this.array); -}; -process.title = 'browser'; -process.browser = true; -process.env = {}; -process.argv = []; -process.version = ''; // empty string to avoid regexp issues -process.versions = {}; - -function noop() {} - -process.on = noop; -process.addListener = noop; -process.once = noop; -process.off = noop; -process.removeListener = noop; -process.removeAllListeners = noop; -process.emit = noop; -process.prependListener = noop; -process.prependOnceListener = noop; - -process.listeners = function (name) { return [] } - -process.binding = function (name) { - throw new Error('process.binding is not supported'); -}; - -process.cwd = function () { return '/' }; -process.chdir = function (dir) { - throw new Error('process.chdir is not supported'); -}; -process.umask = function() { return 0; }; - -},{}],25:[function(require,module,exports){ -// Underscore.js 1.8.3 -// http://underscorejs.org -// (c) 2009-2015 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors -// Underscore may be freely distributed under the MIT license. - -(function() { - - // Baseline setup - // -------------- - - // Establish the root object, `window` in the browser, or `exports` on the server. - var root = this; - - // Save the previous value of the `_` variable. - var previousUnderscore = root._; - - // Save bytes in the minified (but not gzipped) version: - var ArrayProto = Array.prototype, ObjProto = Object.prototype, FuncProto = Function.prototype; - - // Create quick reference variables for speed access to core prototypes. - var - push = ArrayProto.push, - slice = ArrayProto.slice, - toString = ObjProto.toString, - hasOwnProperty = ObjProto.hasOwnProperty; - - // All **ECMAScript 5** native function implementations that we hope to use - // are declared here. - var - nativeIsArray = Array.isArray, - nativeKeys = Object.keys, - nativeBind = FuncProto.bind, - nativeCreate = Object.create; - - // Naked function reference for surrogate-prototype-swapping. - var Ctor = function(){}; - - // Create a safe reference to the Underscore object for use below. - var _ = function(obj) { - if (obj instanceof _) return obj; - if (!(this instanceof _)) return new _(obj); - this._wrapped = obj; - }; - - // Export the Underscore object for **Node.js**, with - // backwards-compatibility for the old `require()` API. If we're in - // the browser, add `_` as a global object. - if (typeof exports !== 'undefined') { - if (typeof module !== 'undefined' && module.exports) { - exports = module.exports = _; - } - exports._ = _; - } else { - root._ = _; - } - - // Current version. - _.VERSION = '1.8.3'; - - // Internal function that returns an efficient (for current engines) version - // of the passed-in callback, to be repeatedly applied in other Underscore - // functions. - var optimizeCb = function(func, context, argCount) { - if (context === void 0) return func; - switch (argCount == null ? 3 : argCount) { - case 1: return function(value) { - return func.call(context, value); - }; - case 2: return function(value, other) { - return func.call(context, value, other); - }; - case 3: return function(value, index, collection) { - return func.call(context, value, index, collection); - }; - case 4: return function(accumulator, value, index, collection) { - return func.call(context, accumulator, value, index, collection); - }; - } - return function() { - return func.apply(context, arguments); - }; - }; - - // A mostly-internal function to generate callbacks that can be applied - // to each element in a collection, returning the desired result — either - // identity, an arbitrary callback, a property matcher, or a property accessor. - var cb = function(value, context, argCount) { - if (value == null) return _.identity; - if (_.isFunction(value)) return optimizeCb(value, context, argCount); - if (_.isObject(value)) return _.matcher(value); - return _.property(value); - }; - _.iteratee = function(value, context) { - return cb(value, context, Infinity); - }; - - // An internal function for creating assigner functions. - var createAssigner = function(keysFunc, undefinedOnly) { - return function(obj) { - var length = arguments.length; - if (length < 2 || obj == null) return obj; - for (var index = 1; index < length; index++) { - var source = arguments[index], - keys = keysFunc(source), - l = keys.length; - for (var i = 0; i < l; i++) { - var key = keys[i]; - if (!undefinedOnly || obj[key] === void 0) obj[key] = source[key]; - } - } - return obj; - }; - }; - - // An internal function for creating a new object that inherits from another. - var baseCreate = function(prototype) { - if (!_.isObject(prototype)) return {}; - if (nativeCreate) return nativeCreate(prototype); - Ctor.prototype = prototype; - var result = new Ctor; - Ctor.prototype = null; - return result; - }; - - var property = function(key) { - return function(obj) { - return obj == null ? void 0 : obj[key]; - }; - }; - - // Helper for collection methods to determine whether a collection - // should be iterated as an array or as an object - // Related: http://people.mozilla.org/~jorendorff/es6-draft.html#sec-tolength - // Avoids a very nasty iOS 8 JIT bug on ARM-64. #2094 - var MAX_ARRAY_INDEX = Math.pow(2, 53) - 1; - var getLength = property('length'); - var isArrayLike = function(collection) { - var length = getLength(collection); - return typeof length == 'number' && length >= 0 && length <= MAX_ARRAY_INDEX; - }; - - // Collection Functions - // -------------------- - - // The cornerstone, an `each` implementation, aka `forEach`. - // Handles raw objects in addition to array-likes. Treats all - // sparse array-likes as if they were dense. - _.each = _.forEach = function(obj, iteratee, context) { - iteratee = optimizeCb(iteratee, context); - var i, length; - if (isArrayLike(obj)) { - for (i = 0, length = obj.length; i < length; i++) { - iteratee(obj[i], i, obj); - } - } else { - var keys = _.keys(obj); - for (i = 0, length = keys.length; i < length; i++) { - iteratee(obj[keys[i]], keys[i], obj); - } - } - return obj; - }; - - // Return the results of applying the iteratee to each element. - _.map = _.collect = function(obj, iteratee, context) { - iteratee = cb(iteratee, context); - var keys = !isArrayLike(obj) && _.keys(obj), - length = (keys || obj).length, - results = Array(length); - for (var index = 0; index < length; index++) { - var currentKey = keys ? keys[index] : index; - results[index] = iteratee(obj[currentKey], currentKey, obj); - } - return results; - }; - - // Create a reducing function iterating left or right. - function createReduce(dir) { - // Optimized iterator function as using arguments.length - // in the main function will deoptimize the, see #1991. - function iterator(obj, iteratee, memo, keys, index, length) { - for (; index >= 0 && index < length; index += dir) { - var currentKey = keys ? keys[index] : index; - memo = iteratee(memo, obj[currentKey], currentKey, obj); - } - return memo; - } - - return function(obj, iteratee, memo, context) { - iteratee = optimizeCb(iteratee, context, 4); - var keys = !isArrayLike(obj) && _.keys(obj), - length = (keys || obj).length, - index = dir > 0 ? 0 : length - 1; - // Determine the initial value if none is provided. - if (arguments.length < 3) { - memo = obj[keys ? keys[index] : index]; - index += dir; - } - return iterator(obj, iteratee, memo, keys, index, length); - }; - } - - // **Reduce** builds up a single result from a list of values, aka `inject`, - // or `foldl`. - _.reduce = _.foldl = _.inject = createReduce(1); - - // The right-associative version of reduce, also known as `foldr`. - _.reduceRight = _.foldr = createReduce(-1); - - // Return the first value which passes a truth test. Aliased as `detect`. - _.find = _.detect = function(obj, predicate, context) { - var key; - if (isArrayLike(obj)) { - key = _.findIndex(obj, predicate, context); - } else { - key = _.findKey(obj, predicate, context); - } - if (key !== void 0 && key !== -1) return obj[key]; - }; - - // Return all the elements that pass a truth test. - // Aliased as `select`. - _.filter = _.select = function(obj, predicate, context) { - var results = []; - predicate = cb(predicate, context); - _.each(obj, function(value, index, list) { - if (predicate(value, index, list)) results.push(value); - }); - return results; - }; - - // Return all the elements for which a truth test fails. - _.reject = function(obj, predicate, context) { - return _.filter(obj, _.negate(cb(predicate)), context); - }; - - // Determine whether all of the elements match a truth test. - // Aliased as `all`. - _.every = _.all = function(obj, predicate, context) { - predicate = cb(predicate, context); - var keys = !isArrayLike(obj) && _.keys(obj), - length = (keys || obj).length; - for (var index = 0; index < length; index++) { - var currentKey = keys ? keys[index] : index; - if (!predicate(obj[currentKey], currentKey, obj)) return false; - } - return true; - }; - - // Determine if at least one element in the object matches a truth test. - // Aliased as `any`. - _.some = _.any = function(obj, predicate, context) { - predicate = cb(predicate, context); - var keys = !isArrayLike(obj) && _.keys(obj), - length = (keys || obj).length; - for (var index = 0; index < length; index++) { - var currentKey = keys ? keys[index] : index; - if (predicate(obj[currentKey], currentKey, obj)) return true; - } - return false; - }; - - // Determine if the array or object contains a given item (using `===`). - // Aliased as `includes` and `include`. - _.contains = _.includes = _.include = function(obj, item, fromIndex, guard) { - if (!isArrayLike(obj)) obj = _.values(obj); - if (typeof fromIndex != 'number' || guard) fromIndex = 0; - return _.indexOf(obj, item, fromIndex) >= 0; - }; - - // Invoke a method (with arguments) on every item in a collection. - _.invoke = function(obj, method) { - var args = slice.call(arguments, 2); - var isFunc = _.isFunction(method); - return _.map(obj, function(value) { - var func = isFunc ? method : value[method]; - return func == null ? func : func.apply(value, args); - }); - }; - - // Convenience version of a common use case of `map`: fetching a property. - _.pluck = function(obj, key) { - return _.map(obj, _.property(key)); - }; - - // Convenience version of a common use case of `filter`: selecting only objects - // containing specific `key:value` pairs. - _.where = function(obj, attrs) { - return _.filter(obj, _.matcher(attrs)); - }; - - // Convenience version of a common use case of `find`: getting the first object - // containing specific `key:value` pairs. - _.findWhere = function(obj, attrs) { - return _.find(obj, _.matcher(attrs)); - }; - - // Return the maximum element (or element-based computation). - _.max = function(obj, iteratee, context) { - var result = -Infinity, lastComputed = -Infinity, - value, computed; - if (iteratee == null && obj != null) { - obj = isArrayLike(obj) ? obj : _.values(obj); - for (var i = 0, length = obj.length; i < length; i++) { - value = obj[i]; - if (value > result) { - result = value; - } - } - } else { - iteratee = cb(iteratee, context); - _.each(obj, function(value, index, list) { - computed = iteratee(value, index, list); - if (computed > lastComputed || computed === -Infinity && result === -Infinity) { - result = value; - lastComputed = computed; - } - }); - } - return result; - }; - - // Return the minimum element (or element-based computation). - _.min = function(obj, iteratee, context) { - var result = Infinity, lastComputed = Infinity, - value, computed; - if (iteratee == null && obj != null) { - obj = isArrayLike(obj) ? obj : _.values(obj); - for (var i = 0, length = obj.length; i < length; i++) { - value = obj[i]; - if (value < result) { - result = value; - } - } - } else { - iteratee = cb(iteratee, context); - _.each(obj, function(value, index, list) { - computed = iteratee(value, index, list); - if (computed < lastComputed || computed === Infinity && result === Infinity) { - result = value; - lastComputed = computed; - } - }); - } - return result; - }; - - // Shuffle a collection, using the modern version of the - // [Fisher-Yates shuffle](http://en.wikipedia.org/wiki/Fisher–Yates_shuffle). - _.shuffle = function(obj) { - var set = isArrayLike(obj) ? obj : _.values(obj); - var length = set.length; - var shuffled = Array(length); - for (var index = 0, rand; index < length; index++) { - rand = _.random(0, index); - if (rand !== index) shuffled[index] = shuffled[rand]; - shuffled[rand] = set[index]; - } - return shuffled; - }; - - // Sample **n** random values from a collection. - // If **n** is not specified, returns a single random element. - // The internal `guard` argument allows it to work with `map`. - _.sample = function(obj, n, guard) { - if (n == null || guard) { - if (!isArrayLike(obj)) obj = _.values(obj); - return obj[_.random(obj.length - 1)]; - } - return _.shuffle(obj).slice(0, Math.max(0, n)); - }; - - // Sort the object's values by a criterion produced by an iteratee. - _.sortBy = function(obj, iteratee, context) { - iteratee = cb(iteratee, context); - return _.pluck(_.map(obj, function(value, index, list) { - return { - value: value, - index: index, - criteria: iteratee(value, index, list) - }; - }).sort(function(left, right) { - var a = left.criteria; - var b = right.criteria; - if (a !== b) { - if (a > b || a === void 0) return 1; - if (a < b || b === void 0) return -1; - } - return left.index - right.index; - }), 'value'); - }; - - // An internal function used for aggregate "group by" operations. - var group = function(behavior) { - return function(obj, iteratee, context) { - var result = {}; - iteratee = cb(iteratee, context); - _.each(obj, function(value, index) { - var key = iteratee(value, index, obj); - behavior(result, value, key); - }); - return result; - }; - }; - - // Groups the object's values by a criterion. Pass either a string attribute - // to group by, or a function that returns the criterion. - _.groupBy = group(function(result, value, key) { - if (_.has(result, key)) result[key].push(value); else result[key] = [value]; - }); - - // Indexes the object's values by a criterion, similar to `groupBy`, but for - // when you know that your index values will be unique. - _.indexBy = group(function(result, value, key) { - result[key] = value; - }); - - // Counts instances of an object that group by a certain criterion. Pass - // either a string attribute to count by, or a function that returns the - // criterion. - _.countBy = group(function(result, value, key) { - if (_.has(result, key)) result[key]++; else result[key] = 1; - }); - - // Safely create a real, live array from anything iterable. - _.toArray = function(obj) { - if (!obj) return []; - if (_.isArray(obj)) return slice.call(obj); - if (isArrayLike(obj)) return _.map(obj, _.identity); - return _.values(obj); - }; - - // Return the number of elements in an object. - _.size = function(obj) { - if (obj == null) return 0; - return isArrayLike(obj) ? obj.length : _.keys(obj).length; - }; - - // Split a collection into two arrays: one whose elements all satisfy the given - // predicate, and one whose elements all do not satisfy the predicate. - _.partition = function(obj, predicate, context) { - predicate = cb(predicate, context); - var pass = [], fail = []; - _.each(obj, function(value, key, obj) { - (predicate(value, key, obj) ? pass : fail).push(value); - }); - return [pass, fail]; - }; - - // Array Functions - // --------------- - - // Get the first element of an array. Passing **n** will return the first N - // values in the array. Aliased as `head` and `take`. The **guard** check - // allows it to work with `_.map`. - _.first = _.head = _.take = function(array, n, guard) { - if (array == null) return void 0; - if (n == null || guard) return array[0]; - return _.initial(array, array.length - n); - }; - - // Returns everything but the last entry of the array. Especially useful on - // the arguments object. Passing **n** will return all the values in - // the array, excluding the last N. - _.initial = function(array, n, guard) { - return slice.call(array, 0, Math.max(0, array.length - (n == null || guard ? 1 : n))); - }; - - // Get the last element of an array. Passing **n** will return the last N - // values in the array. - _.last = function(array, n, guard) { - if (array == null) return void 0; - if (n == null || guard) return array[array.length - 1]; - return _.rest(array, Math.max(0, array.length - n)); - }; - - // Returns everything but the first entry of the array. Aliased as `tail` and `drop`. - // Especially useful on the arguments object. Passing an **n** will return - // the rest N values in the array. - _.rest = _.tail = _.drop = function(array, n, guard) { - return slice.call(array, n == null || guard ? 1 : n); - }; - - // Trim out all falsy values from an array. - _.compact = function(array) { - return _.filter(array, _.identity); - }; - - // Internal implementation of a recursive `flatten` function. - var flatten = function(input, shallow, strict, startIndex) { - var output = [], idx = 0; - for (var i = startIndex || 0, length = getLength(input); i < length; i++) { - var value = input[i]; - if (isArrayLike(value) && (_.isArray(value) || _.isArguments(value))) { - //flatten current level of array or arguments object - if (!shallow) value = flatten(value, shallow, strict); - var j = 0, len = value.length; - output.length += len; - while (j < len) { - output[idx++] = value[j++]; - } - } else if (!strict) { - output[idx++] = value; - } - } - return output; - }; - - // Flatten out an array, either recursively (by default), or just one level. - _.flatten = function(array, shallow) { - return flatten(array, shallow, false); - }; - - // Return a version of the array that does not contain the specified value(s). - _.without = function(array) { - return _.difference(array, slice.call(arguments, 1)); - }; - - // Produce a duplicate-free version of the array. If the array has already - // been sorted, you have the option of using a faster algorithm. - // Aliased as `unique`. - _.uniq = _.unique = function(array, isSorted, iteratee, context) { - if (!_.isBoolean(isSorted)) { - context = iteratee; - iteratee = isSorted; - isSorted = false; - } - if (iteratee != null) iteratee = cb(iteratee, context); - var result = []; - var seen = []; - for (var i = 0, length = getLength(array); i < length; i++) { - var value = array[i], - computed = iteratee ? iteratee(value, i, array) : value; - if (isSorted) { - if (!i || seen !== computed) result.push(value); - seen = computed; - } else if (iteratee) { - if (!_.contains(seen, computed)) { - seen.push(computed); - result.push(value); - } - } else if (!_.contains(result, value)) { - result.push(value); - } - } - return result; - }; - - // Produce an array that contains the union: each distinct element from all of - // the passed-in arrays. - _.union = function() { - return _.uniq(flatten(arguments, true, true)); - }; - - // Produce an array that contains every item shared between all the - // passed-in arrays. - _.intersection = function(array) { - var result = []; - var argsLength = arguments.length; - for (var i = 0, length = getLength(array); i < length; i++) { - var item = array[i]; - if (_.contains(result, item)) continue; - for (var j = 1; j < argsLength; j++) { - if (!_.contains(arguments[j], item)) break; - } - if (j === argsLength) result.push(item); - } - return result; - }; - - // Take the difference between one array and a number of other arrays. - // Only the elements present in just the first array will remain. - _.difference = function(array) { - var rest = flatten(arguments, true, true, 1); - return _.filter(array, function(value){ - return !_.contains(rest, value); - }); - }; - - // Zip together multiple lists into a single array -- elements that share - // an index go together. - _.zip = function() { - return _.unzip(arguments); - }; - - // Complement of _.zip. Unzip accepts an array of arrays and groups - // each array's elements on shared indices - _.unzip = function(array) { - var length = array && _.max(array, getLength).length || 0; - var result = Array(length); - - for (var index = 0; index < length; index++) { - result[index] = _.pluck(array, index); - } - return result; - }; - - // Converts lists into objects. Pass either a single array of `[key, value]` - // pairs, or two parallel arrays of the same length -- one of keys, and one of - // the corresponding values. - _.object = function(list, values) { - var result = {}; - for (var i = 0, length = getLength(list); i < length; i++) { - if (values) { - result[list[i]] = values[i]; - } else { - result[list[i][0]] = list[i][1]; - } - } - return result; - }; - - // Generator function to create the findIndex and findLastIndex functions - function createPredicateIndexFinder(dir) { - return function(array, predicate, context) { - predicate = cb(predicate, context); - var length = getLength(array); - var index = dir > 0 ? 0 : length - 1; - for (; index >= 0 && index < length; index += dir) { - if (predicate(array[index], index, array)) return index; - } - return -1; - }; - } - - // Returns the first index on an array-like that passes a predicate test - _.findIndex = createPredicateIndexFinder(1); - _.findLastIndex = createPredicateIndexFinder(-1); - - // Use a comparator function to figure out the smallest index at which - // an object should be inserted so as to maintain order. Uses binary search. - _.sortedIndex = function(array, obj, iteratee, context) { - iteratee = cb(iteratee, context, 1); - var value = iteratee(obj); - var low = 0, high = getLength(array); - while (low < high) { - var mid = Math.floor((low + high) / 2); - if (iteratee(array[mid]) < value) low = mid + 1; else high = mid; - } - return low; - }; - - // Generator function to create the indexOf and lastIndexOf functions - function createIndexFinder(dir, predicateFind, sortedIndex) { - return function(array, item, idx) { - var i = 0, length = getLength(array); - if (typeof idx == 'number') { - if (dir > 0) { - i = idx >= 0 ? idx : Math.max(idx + length, i); - } else { - length = idx >= 0 ? Math.min(idx + 1, length) : idx + length + 1; - } - } else if (sortedIndex && idx && length) { - idx = sortedIndex(array, item); - return array[idx] === item ? idx : -1; - } - if (item !== item) { - idx = predicateFind(slice.call(array, i, length), _.isNaN); - return idx >= 0 ? idx + i : -1; - } - for (idx = dir > 0 ? i : length - 1; idx >= 0 && idx < length; idx += dir) { - if (array[idx] === item) return idx; - } - return -1; - }; - } - - // Return the position of the first occurrence of an item in an array, - // or -1 if the item is not included in the array. - // If the array is large and already in sort order, pass `true` - // for **isSorted** to use binary search. - _.indexOf = createIndexFinder(1, _.findIndex, _.sortedIndex); - _.lastIndexOf = createIndexFinder(-1, _.findLastIndex); - - // Generate an integer Array containing an arithmetic progression. A port of - // the native Python `range()` function. See - // [the Python documentation](http://docs.python.org/library/functions.html#range). - _.range = function(start, stop, step) { - if (stop == null) { - stop = start || 0; - start = 0; - } - step = step || 1; - - var length = Math.max(Math.ceil((stop - start) / step), 0); - var range = Array(length); - - for (var idx = 0; idx < length; idx++, start += step) { - range[idx] = start; - } - - return range; - }; - - // Function (ahem) Functions - // ------------------ - - // Determines whether to execute a function as a constructor - // or a normal function with the provided arguments - var executeBound = function(sourceFunc, boundFunc, context, callingContext, args) { - if (!(callingContext instanceof boundFunc)) return sourceFunc.apply(context, args); - var self = baseCreate(sourceFunc.prototype); - var result = sourceFunc.apply(self, args); - if (_.isObject(result)) return result; - return self; - }; - - // Create a function bound to a given object (assigning `this`, and arguments, - // optionally). Delegates to **ECMAScript 5**'s native `Function.bind` if - // available. - _.bind = function(func, context) { - if (nativeBind && func.bind === nativeBind) return nativeBind.apply(func, slice.call(arguments, 1)); - if (!_.isFunction(func)) throw new TypeError('Bind must be called on a function'); - var args = slice.call(arguments, 2); - var bound = function() { - return executeBound(func, bound, context, this, args.concat(slice.call(arguments))); - }; - return bound; - }; - - // Partially apply a function by creating a version that has had some of its - // arguments pre-filled, without changing its dynamic `this` context. _ acts - // as a placeholder, allowing any combination of arguments to be pre-filled. - _.partial = function(func) { - var boundArgs = slice.call(arguments, 1); - var bound = function() { - var position = 0, length = boundArgs.length; - var args = Array(length); - for (var i = 0; i < length; i++) { - args[i] = boundArgs[i] === _ ? arguments[position++] : boundArgs[i]; - } - while (position < arguments.length) args.push(arguments[position++]); - return executeBound(func, bound, this, this, args); - }; - return bound; - }; - - // Bind a number of an object's methods to that object. Remaining arguments - // are the method names to be bound. Useful for ensuring that all callbacks - // defined on an object belong to it. - _.bindAll = function(obj) { - var i, length = arguments.length, key; - if (length <= 1) throw new Error('bindAll must be passed function names'); - for (i = 1; i < length; i++) { - key = arguments[i]; - obj[key] = _.bind(obj[key], obj); - } - return obj; - }; - - // Memoize an expensive function by storing its results. - _.memoize = function(func, hasher) { - var memoize = function(key) { - var cache = memoize.cache; - var address = '' + (hasher ? hasher.apply(this, arguments) : key); - if (!_.has(cache, address)) cache[address] = func.apply(this, arguments); - return cache[address]; - }; - memoize.cache = {}; - return memoize; - }; - - // Delays a function for the given number of milliseconds, and then calls - // it with the arguments supplied. - _.delay = function(func, wait) { - var args = slice.call(arguments, 2); - return setTimeout(function(){ - return func.apply(null, args); - }, wait); - }; - - // Defers a function, scheduling it to run after the current call stack has - // cleared. - _.defer = _.partial(_.delay, _, 1); - - // Returns a function, that, when invoked, will only be triggered at most once - // during a given window of time. Normally, the throttled function will run - // as much as it can, without ever going more than once per `wait` duration; - // but if you'd like to disable the execution on the leading edge, pass - // `{leading: false}`. To disable execution on the trailing edge, ditto. - _.throttle = function(func, wait, options) { - var context, args, result; - var timeout = null; - var previous = 0; - if (!options) options = {}; - var later = function() { - previous = options.leading === false ? 0 : _.now(); - timeout = null; - result = func.apply(context, args); - if (!timeout) context = args = null; - }; - return function() { - var now = _.now(); - if (!previous && options.leading === false) previous = now; - var remaining = wait - (now - previous); - context = this; - args = arguments; - if (remaining <= 0 || remaining > wait) { - if (timeout) { - clearTimeout(timeout); - timeout = null; - } - previous = now; - result = func.apply(context, args); - if (!timeout) context = args = null; - } else if (!timeout && options.trailing !== false) { - timeout = setTimeout(later, remaining); - } - return result; - }; - }; - - // Returns a function, that, as long as it continues to be invoked, will not - // be triggered. The function will be called after it stops being called for - // N milliseconds. If `immediate` is passed, trigger the function on the - // leading edge, instead of the trailing. - _.debounce = function(func, wait, immediate) { - var timeout, args, context, timestamp, result; - - var later = function() { - var last = _.now() - timestamp; - - if (last < wait && last >= 0) { - timeout = setTimeout(later, wait - last); - } else { - timeout = null; - if (!immediate) { - result = func.apply(context, args); - if (!timeout) context = args = null; - } - } - }; - - return function() { - context = this; - args = arguments; - timestamp = _.now(); - var callNow = immediate && !timeout; - if (!timeout) timeout = setTimeout(later, wait); - if (callNow) { - result = func.apply(context, args); - context = args = null; - } - - return result; - }; - }; - - // Returns the first function passed as an argument to the second, - // allowing you to adjust arguments, run code before and after, and - // conditionally execute the original function. - _.wrap = function(func, wrapper) { - return _.partial(wrapper, func); - }; - - // Returns a negated version of the passed-in predicate. - _.negate = function(predicate) { - return function() { - return !predicate.apply(this, arguments); - }; - }; - - // Returns a function that is the composition of a list of functions, each - // consuming the return value of the function that follows. - _.compose = function() { - var args = arguments; - var start = args.length - 1; - return function() { - var i = start; - var result = args[start].apply(this, arguments); - while (i--) result = args[i].call(this, result); - return result; - }; - }; - - // Returns a function that will only be executed on and after the Nth call. - _.after = function(times, func) { - return function() { - if (--times < 1) { - return func.apply(this, arguments); - } - }; - }; - - // Returns a function that will only be executed up to (but not including) the Nth call. - _.before = function(times, func) { - var memo; - return function() { - if (--times > 0) { - memo = func.apply(this, arguments); - } - if (times <= 1) func = null; - return memo; - }; - }; - - // Returns a function that will be executed at most one time, no matter how - // often you call it. Useful for lazy initialization. - _.once = _.partial(_.before, 2); - - // Object Functions - // ---------------- - - // Keys in IE < 9 that won't be iterated by `for key in ...` and thus missed. - var hasEnumBug = !{toString: null}.propertyIsEnumerable('toString'); - var nonEnumerableProps = ['valueOf', 'isPrototypeOf', 'toString', - 'propertyIsEnumerable', 'hasOwnProperty', 'toLocaleString']; - - function collectNonEnumProps(obj, keys) { - var nonEnumIdx = nonEnumerableProps.length; - var constructor = obj.constructor; - var proto = (_.isFunction(constructor) && constructor.prototype) || ObjProto; - - // Constructor is a special case. - var prop = 'constructor'; - if (_.has(obj, prop) && !_.contains(keys, prop)) keys.push(prop); - - while (nonEnumIdx--) { - prop = nonEnumerableProps[nonEnumIdx]; - if (prop in obj && obj[prop] !== proto[prop] && !_.contains(keys, prop)) { - keys.push(prop); - } - } - } - - // Retrieve the names of an object's own properties. - // Delegates to **ECMAScript 5**'s native `Object.keys` - _.keys = function(obj) { - if (!_.isObject(obj)) return []; - if (nativeKeys) return nativeKeys(obj); - var keys = []; - for (var key in obj) if (_.has(obj, key)) keys.push(key); - // Ahem, IE < 9. - if (hasEnumBug) collectNonEnumProps(obj, keys); - return keys; - }; - - // Retrieve all the property names of an object. - _.allKeys = function(obj) { - if (!_.isObject(obj)) return []; - var keys = []; - for (var key in obj) keys.push(key); - // Ahem, IE < 9. - if (hasEnumBug) collectNonEnumProps(obj, keys); - return keys; - }; - - // Retrieve the values of an object's properties. - _.values = function(obj) { - var keys = _.keys(obj); - var length = keys.length; - var values = Array(length); - for (var i = 0; i < length; i++) { - values[i] = obj[keys[i]]; - } - return values; - }; - - // Returns the results of applying the iteratee to each element of the object - // In contrast to _.map it returns an object - _.mapObject = function(obj, iteratee, context) { - iteratee = cb(iteratee, context); - var keys = _.keys(obj), - length = keys.length, - results = {}, - currentKey; - for (var index = 0; index < length; index++) { - currentKey = keys[index]; - results[currentKey] = iteratee(obj[currentKey], currentKey, obj); - } - return results; - }; - - // Convert an object into a list of `[key, value]` pairs. - _.pairs = function(obj) { - var keys = _.keys(obj); - var length = keys.length; - var pairs = Array(length); - for (var i = 0; i < length; i++) { - pairs[i] = [keys[i], obj[keys[i]]]; - } - return pairs; - }; - - // Invert the keys and values of an object. The values must be serializable. - _.invert = function(obj) { - var result = {}; - var keys = _.keys(obj); - for (var i = 0, length = keys.length; i < length; i++) { - result[obj[keys[i]]] = keys[i]; - } - return result; - }; - - // Return a sorted list of the function names available on the object. - // Aliased as `methods` - _.functions = _.methods = function(obj) { - var names = []; - for (var key in obj) { - if (_.isFunction(obj[key])) names.push(key); - } - return names.sort(); - }; - - // Extend a given object with all the properties in passed-in object(s). - _.extend = createAssigner(_.allKeys); - - // Assigns a given object with all the own properties in the passed-in object(s) - // (https://developer.mozilla.org/docs/Web/JavaScript/Reference/Global_Objects/Object/assign) - _.extendOwn = _.assign = createAssigner(_.keys); - - // Returns the first key on an object that passes a predicate test - _.findKey = function(obj, predicate, context) { - predicate = cb(predicate, context); - var keys = _.keys(obj), key; - for (var i = 0, length = keys.length; i < length; i++) { - key = keys[i]; - if (predicate(obj[key], key, obj)) return key; - } - }; - - // Return a copy of the object only containing the whitelisted properties. - _.pick = function(object, oiteratee, context) { - var result = {}, obj = object, iteratee, keys; - if (obj == null) return result; - if (_.isFunction(oiteratee)) { - keys = _.allKeys(obj); - iteratee = optimizeCb(oiteratee, context); - } else { - keys = flatten(arguments, false, false, 1); - iteratee = function(value, key, obj) { return key in obj; }; - obj = Object(obj); - } - for (var i = 0, length = keys.length; i < length; i++) { - var key = keys[i]; - var value = obj[key]; - if (iteratee(value, key, obj)) result[key] = value; - } - return result; - }; - - // Return a copy of the object without the blacklisted properties. - _.omit = function(obj, iteratee, context) { - if (_.isFunction(iteratee)) { - iteratee = _.negate(iteratee); - } else { - var keys = _.map(flatten(arguments, false, false, 1), String); - iteratee = function(value, key) { - return !_.contains(keys, key); - }; - } - return _.pick(obj, iteratee, context); - }; - - // Fill in a given object with default properties. - _.defaults = createAssigner(_.allKeys, true); - - // Creates an object that inherits from the given prototype object. - // If additional properties are provided then they will be added to the - // created object. - _.create = function(prototype, props) { - var result = baseCreate(prototype); - if (props) _.extendOwn(result, props); - return result; - }; - - // Create a (shallow-cloned) duplicate of an object. - _.clone = function(obj) { - if (!_.isObject(obj)) return obj; - return _.isArray(obj) ? obj.slice() : _.extend({}, obj); - }; - - // Invokes interceptor with the obj, and then returns obj. - // The primary purpose of this method is to "tap into" a method chain, in - // order to perform operations on intermediate results within the chain. - _.tap = function(obj, interceptor) { - interceptor(obj); - return obj; - }; - - // Returns whether an object has a given set of `key:value` pairs. - _.isMatch = function(object, attrs) { - var keys = _.keys(attrs), length = keys.length; - if (object == null) return !length; - var obj = Object(object); - for (var i = 0; i < length; i++) { - var key = keys[i]; - if (attrs[key] !== obj[key] || !(key in obj)) return false; - } - return true; - }; - - - // Internal recursive comparison function for `isEqual`. - var eq = function(a, b, aStack, bStack) { - // Identical objects are equal. `0 === -0`, but they aren't identical. - // See the [Harmony `egal` proposal](http://wiki.ecmascript.org/doku.php?id=harmony:egal). - if (a === b) return a !== 0 || 1 / a === 1 / b; - // A strict comparison is necessary because `null == undefined`. - if (a == null || b == null) return a === b; - // Unwrap any wrapped objects. - if (a instanceof _) a = a._wrapped; - if (b instanceof _) b = b._wrapped; - // Compare `[[Class]]` names. - var className = toString.call(a); - if (className !== toString.call(b)) return false; - switch (className) { - // Strings, numbers, regular expressions, dates, and booleans are compared by value. - case '[object RegExp]': - // RegExps are coerced to strings for comparison (Note: '' + /a/i === '/a/i') - case '[object String]': - // Primitives and their corresponding object wrappers are equivalent; thus, `"5"` is - // equivalent to `new String("5")`. - return '' + a === '' + b; - case '[object Number]': - // `NaN`s are equivalent, but non-reflexive. - // Object(NaN) is equivalent to NaN - if (+a !== +a) return +b !== +b; - // An `egal` comparison is performed for other numeric values. - return +a === 0 ? 1 / +a === 1 / b : +a === +b; - case '[object Date]': - case '[object Boolean]': - // Coerce dates and booleans to numeric primitive values. Dates are compared by their - // millisecond representations. Note that invalid dates with millisecond representations - // of `NaN` are not equivalent. - return +a === +b; - } - - var areArrays = className === '[object Array]'; - if (!areArrays) { - if (typeof a != 'object' || typeof b != 'object') return false; - - // Objects with different constructors are not equivalent, but `Object`s or `Array`s - // from different frames are. - var aCtor = a.constructor, bCtor = b.constructor; - if (aCtor !== bCtor && !(_.isFunction(aCtor) && aCtor instanceof aCtor && - _.isFunction(bCtor) && bCtor instanceof bCtor) - && ('constructor' in a && 'constructor' in b)) { - return false; - } - } - // Assume equality for cyclic structures. The algorithm for detecting cyclic - // structures is adapted from ES 5.1 section 15.12.3, abstract operation `JO`. - - // Initializing stack of traversed objects. - // It's done here since we only need them for objects and arrays comparison. - aStack = aStack || []; - bStack = bStack || []; - var length = aStack.length; - while (length--) { - // Linear search. Performance is inversely proportional to the number of - // unique nested structures. - if (aStack[length] === a) return bStack[length] === b; - } - - // Add the first object to the stack of traversed objects. - aStack.push(a); - bStack.push(b); - - // Recursively compare objects and arrays. - if (areArrays) { - // Compare array lengths to determine if a deep comparison is necessary. - length = a.length; - if (length !== b.length) return false; - // Deep compare the contents, ignoring non-numeric properties. - while (length--) { - if (!eq(a[length], b[length], aStack, bStack)) return false; - } - } else { - // Deep compare objects. - var keys = _.keys(a), key; - length = keys.length; - // Ensure that both objects contain the same number of properties before comparing deep equality. - if (_.keys(b).length !== length) return false; - while (length--) { - // Deep compare each member - key = keys[length]; - if (!(_.has(b, key) && eq(a[key], b[key], aStack, bStack))) return false; - } - } - // Remove the first object from the stack of traversed objects. - aStack.pop(); - bStack.pop(); - return true; - }; - - // Perform a deep comparison to check if two objects are equal. - _.isEqual = function(a, b) { - return eq(a, b); - }; - - // Is a given array, string, or object empty? - // An "empty" object has no enumerable own-properties. - _.isEmpty = function(obj) { - if (obj == null) return true; - if (isArrayLike(obj) && (_.isArray(obj) || _.isString(obj) || _.isArguments(obj))) return obj.length === 0; - return _.keys(obj).length === 0; - }; - - // Is a given value a DOM element? - _.isElement = function(obj) { - return !!(obj && obj.nodeType === 1); - }; - - // Is a given value an array? - // Delegates to ECMA5's native Array.isArray - _.isArray = nativeIsArray || function(obj) { - return toString.call(obj) === '[object Array]'; - }; - - // Is a given variable an object? - _.isObject = function(obj) { - var type = typeof obj; - return type === 'function' || type === 'object' && !!obj; - }; - - // Add some isType methods: isArguments, isFunction, isString, isNumber, isDate, isRegExp, isError. - _.each(['Arguments', 'Function', 'String', 'Number', 'Date', 'RegExp', 'Error'], function(name) { - _['is' + name] = function(obj) { - return toString.call(obj) === '[object ' + name + ']'; - }; - }); - - // Define a fallback version of the method in browsers (ahem, IE < 9), where - // there isn't any inspectable "Arguments" type. - if (!_.isArguments(arguments)) { - _.isArguments = function(obj) { - return _.has(obj, 'callee'); - }; - } - - // Optimize `isFunction` if appropriate. Work around some typeof bugs in old v8, - // IE 11 (#1621), and in Safari 8 (#1929). - if (typeof /./ != 'function' && typeof Int8Array != 'object') { - _.isFunction = function(obj) { - return typeof obj == 'function' || false; - }; - } - - // Is a given object a finite number? - _.isFinite = function(obj) { - return isFinite(obj) && !isNaN(parseFloat(obj)); - }; - - // Is the given value `NaN`? (NaN is the only number which does not equal itself). - _.isNaN = function(obj) { - return _.isNumber(obj) && obj !== +obj; - }; - - // Is a given value a boolean? - _.isBoolean = function(obj) { - return obj === true || obj === false || toString.call(obj) === '[object Boolean]'; - }; - - // Is a given value equal to null? - _.isNull = function(obj) { - return obj === null; - }; - - // Is a given variable undefined? - _.isUndefined = function(obj) { - return obj === void 0; - }; - - // Shortcut function for checking if an object has a given property directly - // on itself (in other words, not on a prototype). - _.has = function(obj, key) { - return obj != null && hasOwnProperty.call(obj, key); - }; - - // Utility Functions - // ----------------- - - // Run Underscore.js in *noConflict* mode, returning the `_` variable to its - // previous owner. Returns a reference to the Underscore object. - _.noConflict = function() { - root._ = previousUnderscore; - return this; - }; - - // Keep the identity function around for default iteratees. - _.identity = function(value) { - return value; - }; - - // Predicate-generating functions. Often useful outside of Underscore. - _.constant = function(value) { - return function() { - return value; - }; - }; - - _.noop = function(){}; - - _.property = property; - - // Generates a function for a given object that returns a given property. - _.propertyOf = function(obj) { - return obj == null ? function(){} : function(key) { - return obj[key]; - }; - }; - - // Returns a predicate for checking whether an object has a given set of - // `key:value` pairs. - _.matcher = _.matches = function(attrs) { - attrs = _.extendOwn({}, attrs); - return function(obj) { - return _.isMatch(obj, attrs); - }; - }; - - // Run a function **n** times. - _.times = function(n, iteratee, context) { - var accum = Array(Math.max(0, n)); - iteratee = optimizeCb(iteratee, context, 1); - for (var i = 0; i < n; i++) accum[i] = iteratee(i); - return accum; - }; - - // Return a random integer between min and max (inclusive). - _.random = function(min, max) { - if (max == null) { - max = min; - min = 0; - } - return min + Math.floor(Math.random() * (max - min + 1)); - }; - - // A (possibly faster) way to get the current timestamp as an integer. - _.now = Date.now || function() { - return new Date().getTime(); - }; - - // List of HTML entities for escaping. - var escapeMap = { - '&': '&', - '<': '<', - '>': '>', - '"': '"', - "'": ''', - '`': '`' - }; - var unescapeMap = _.invert(escapeMap); - - // Functions for escaping and unescaping strings to/from HTML interpolation. - var createEscaper = function(map) { - var escaper = function(match) { - return map[match]; - }; - // Regexes for identifying a key that needs to be escaped - var source = '(?:' + _.keys(map).join('|') + ')'; - var testRegexp = RegExp(source); - var replaceRegexp = RegExp(source, 'g'); - return function(string) { - string = string == null ? '' : '' + string; - return testRegexp.test(string) ? string.replace(replaceRegexp, escaper) : string; - }; - }; - _.escape = createEscaper(escapeMap); - _.unescape = createEscaper(unescapeMap); - - // If the value of the named `property` is a function then invoke it with the - // `object` as context; otherwise, return it. - _.result = function(object, property, fallback) { - var value = object == null ? void 0 : object[property]; - if (value === void 0) { - value = fallback; - } - return _.isFunction(value) ? value.call(object) : value; - }; - - // Generate a unique integer id (unique within the entire client session). - // Useful for temporary DOM ids. - var idCounter = 0; - _.uniqueId = function(prefix) { - var id = ++idCounter + ''; - return prefix ? prefix + id : id; - }; - - // By default, Underscore uses ERB-style template delimiters, change the - // following template settings to use alternative delimiters. - _.templateSettings = { - evaluate : /<%([\s\S]+?)%>/g, - interpolate : /<%=([\s\S]+?)%>/g, - escape : /<%-([\s\S]+?)%>/g - }; - - // When customizing `templateSettings`, if you don't want to define an - // interpolation, evaluation or escaping regex, we need one that is - // guaranteed not to match. - var noMatch = /(.)^/; - - // Certain characters need to be escaped so that they can be put into a - // string literal. - var escapes = { - "'": "'", - '\\': '\\', - '\r': 'r', - '\n': 'n', - '\u2028': 'u2028', - '\u2029': 'u2029' - }; - - var escaper = /\\|'|\r|\n|\u2028|\u2029/g; - - var escapeChar = function(match) { - return '\\' + escapes[match]; - }; - - // JavaScript micro-templating, similar to John Resig's implementation. - // Underscore templating handles arbitrary delimiters, preserves whitespace, - // and correctly escapes quotes within interpolated code. - // NB: `oldSettings` only exists for backwards compatibility. - _.template = function(text, settings, oldSettings) { - if (!settings && oldSettings) settings = oldSettings; - settings = _.defaults({}, settings, _.templateSettings); - - // Combine delimiters into one regular expression via alternation. - var matcher = RegExp([ - (settings.escape || noMatch).source, - (settings.interpolate || noMatch).source, - (settings.evaluate || noMatch).source - ].join('|') + '|$', 'g'); - - // Compile the template source, escaping string literals appropriately. - var index = 0; - var source = "__p+='"; - text.replace(matcher, function(match, escape, interpolate, evaluate, offset) { - source += text.slice(index, offset).replace(escaper, escapeChar); - index = offset + match.length; - - if (escape) { - source += "'+\n((__t=(" + escape + "))==null?'':_.escape(__t))+\n'"; - } else if (interpolate) { - source += "'+\n((__t=(" + interpolate + "))==null?'':__t)+\n'"; - } else if (evaluate) { - source += "';\n" + evaluate + "\n__p+='"; - } - - // Adobe VMs need the match returned to produce the correct offest. - return match; - }); - source += "';\n"; - - // If a variable is not specified, place data values in local scope. - if (!settings.variable) source = 'with(obj||{}){\n' + source + '}\n'; - - source = "var __t,__p='',__j=Array.prototype.join," + - "print=function(){__p+=__j.call(arguments,'');};\n" + - source + 'return __p;\n'; - - try { - var render = new Function(settings.variable || 'obj', '_', source); - } catch (e) { - e.source = source; - throw e; - } - - var template = function(data) { - return render.call(this, data, _); - }; - - // Provide the compiled source as a convenience for precompilation. - var argument = settings.variable || 'obj'; - template.source = 'function(' + argument + '){\n' + source + '}'; - - return template; - }; - - // Add a "chain" function. Start chaining a wrapped Underscore object. - _.chain = function(obj) { - var instance = _(obj); - instance._chain = true; - return instance; - }; - - // OOP - // --------------- - // If Underscore is called as a function, it returns a wrapped object that - // can be used OO-style. This wrapper holds altered versions of all the - // underscore functions. Wrapped objects may be chained. - - // Helper function to continue chaining intermediate results. - var result = function(instance, obj) { - return instance._chain ? _(obj).chain() : obj; - }; - - // Add your own custom functions to the Underscore object. - _.mixin = function(obj) { - _.each(_.functions(obj), function(name) { - var func = _[name] = obj[name]; - _.prototype[name] = function() { - var args = [this._wrapped]; - push.apply(args, arguments); - return result(this, func.apply(_, args)); - }; - }); - }; - - // Add all of the Underscore functions to the wrapper object. - _.mixin(_); - - // Add all mutator Array functions to the wrapper. - _.each(['pop', 'push', 'reverse', 'shift', 'sort', 'splice', 'unshift'], function(name) { - var method = ArrayProto[name]; - _.prototype[name] = function() { - var obj = this._wrapped; - method.apply(obj, arguments); - if ((name === 'shift' || name === 'splice') && obj.length === 0) delete obj[0]; - return result(this, obj); - }; - }); - - // Add all accessor Array functions to the wrapper. - _.each(['concat', 'join', 'slice'], function(name) { - var method = ArrayProto[name]; - _.prototype[name] = function() { - return result(this, method.apply(this._wrapped, arguments)); - }; - }); - - // Extracts the result from a wrapped and chained object. - _.prototype.value = function() { - return this._wrapped; - }; - - // Provide unwrapping proxy for some methods used in engine operations - // such as arithmetic and JSON stringification. - _.prototype.valueOf = _.prototype.toJSON = _.prototype.value; - - _.prototype.toString = function() { - return '' + this._wrapped; - }; - - // AMD registration happens at the end for compatibility with AMD loaders - // that may not enforce next-turn semantics on modules. Even though general - // practice for AMD registration is to be anonymous, underscore registers - // as a named module because, like jQuery, it is a base library that is - // popular enough to be bundled in a third party lib, but not be part of - // an AMD load request. Those cases could generate an error when an - // anonymous define() is called outside of a loader request. - if (typeof define === 'function' && define.amd) { - define('underscore', [], function() { - return _; - }); - } -}.call(this)); - -},{}],26:[function(require,module,exports){ -arguments[4][19][0].apply(exports,arguments) -},{"dup":19}],27:[function(require,module,exports){ -module.exports = function isBuffer(arg) { - return arg && typeof arg === 'object' - && typeof arg.copy === 'function' - && typeof arg.fill === 'function' - && typeof arg.readUInt8 === 'function'; -} -},{}],28:[function(require,module,exports){ -(function (process,global){ -// Copyright Joyent, Inc. and other Node contributors. -// -// Permission is hereby granted, free of charge, to any person obtaining a -// copy of this software and associated documentation files (the -// "Software"), to deal in the Software without restriction, including -// without limitation the rights to use, copy, modify, merge, publish, -// distribute, sublicense, and/or sell copies of the Software, and to permit -// persons to whom the Software is furnished to do so, subject to the -// following conditions: -// -// The above copyright notice and this permission notice shall be included -// in all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS -// OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF -// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN -// NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, -// DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR -// OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE -// USE OR OTHER DEALINGS IN THE SOFTWARE. - -var formatRegExp = /%[sdj%]/g; -exports.format = function(f) { - if (!isString(f)) { - var objects = []; - for (var i = 0; i < arguments.length; i++) { - objects.push(inspect(arguments[i])); - } - return objects.join(' '); - } - - var i = 1; - var args = arguments; - var len = args.length; - var str = String(f).replace(formatRegExp, function(x) { - if (x === '%%') return '%'; - if (i >= len) return x; - switch (x) { - case '%s': return String(args[i++]); - case '%d': return Number(args[i++]); - case '%j': - try { - return JSON.stringify(args[i++]); - } catch (_) { - return '[Circular]'; - } - default: - return x; - } - }); - for (var x = args[i]; i < len; x = args[++i]) { - if (isNull(x) || !isObject(x)) { - str += ' ' + x; - } else { - str += ' ' + inspect(x); - } - } - return str; -}; - - -// Mark that a method should not be used. -// Returns a modified function which warns once by default. -// If --no-deprecation is set, then it is a no-op. -exports.deprecate = function(fn, msg) { - // Allow for deprecating things in the process of starting up. - if (isUndefined(global.process)) { - return function() { - return exports.deprecate(fn, msg).apply(this, arguments); - }; - } - - if (process.noDeprecation === true) { - return fn; - } - - var warned = false; - function deprecated() { - if (!warned) { - if (process.throwDeprecation) { - throw new Error(msg); - } else if (process.traceDeprecation) { - console.trace(msg); - } else { - console.error(msg); - } - warned = true; - } - return fn.apply(this, arguments); - } - - return deprecated; -}; - - -var debugs = {}; -var debugEnviron; -exports.debuglog = function(set) { - if (isUndefined(debugEnviron)) - debugEnviron = process.env.NODE_DEBUG || ''; - set = set.toUpperCase(); - if (!debugs[set]) { - if (new RegExp('\\b' + set + '\\b', 'i').test(debugEnviron)) { - var pid = process.pid; - debugs[set] = function() { - var msg = exports.format.apply(exports, arguments); - console.error('%s %d: %s', set, pid, msg); - }; - } else { - debugs[set] = function() {}; - } - } - return debugs[set]; -}; - - -/** - * Echos the value of a value. Trys to print the value out - * in the best way possible given the different types. - * - * @param {Object} obj The object to print out. - * @param {Object} opts Optional options object that alters the output. - */ -/* legacy: obj, showHidden, depth, colors*/ -function inspect(obj, opts) { - // default options - var ctx = { - seen: [], - stylize: stylizeNoColor - }; - // legacy... - if (arguments.length >= 3) ctx.depth = arguments[2]; - if (arguments.length >= 4) ctx.colors = arguments[3]; - if (isBoolean(opts)) { - // legacy... - ctx.showHidden = opts; - } else if (opts) { - // got an "options" object - exports._extend(ctx, opts); - } - // set default options - if (isUndefined(ctx.showHidden)) ctx.showHidden = false; - if (isUndefined(ctx.depth)) ctx.depth = 2; - if (isUndefined(ctx.colors)) ctx.colors = false; - if (isUndefined(ctx.customInspect)) ctx.customInspect = true; - if (ctx.colors) ctx.stylize = stylizeWithColor; - return formatValue(ctx, obj, ctx.depth); -} -exports.inspect = inspect; - - -// http://en.wikipedia.org/wiki/ANSI_escape_code#graphics -inspect.colors = { - 'bold' : [1, 22], - 'italic' : [3, 23], - 'underline' : [4, 24], - 'inverse' : [7, 27], - 'white' : [37, 39], - 'grey' : [90, 39], - 'black' : [30, 39], - 'blue' : [34, 39], - 'cyan' : [36, 39], - 'green' : [32, 39], - 'magenta' : [35, 39], - 'red' : [31, 39], - 'yellow' : [33, 39] -}; - -// Don't use 'blue' not visible on cmd.exe -inspect.styles = { - 'special': 'cyan', - 'number': 'yellow', - 'boolean': 'yellow', - 'undefined': 'grey', - 'null': 'bold', - 'string': 'green', - 'date': 'magenta', - // "name": intentionally not styling - 'regexp': 'red' -}; - - -function stylizeWithColor(str, styleType) { - var style = inspect.styles[styleType]; - - if (style) { - return '\u001b[' + inspect.colors[style][0] + 'm' + str + - '\u001b[' + inspect.colors[style][1] + 'm'; - } else { - return str; - } -} - - -function stylizeNoColor(str, styleType) { - return str; -} - - -function arrayToHash(array) { - var hash = {}; - - array.forEach(function(val, idx) { - hash[val] = true; - }); - - return hash; -} - - -function formatValue(ctx, value, recurseTimes) { - // Provide a hook for user-specified inspect functions. - // Check that value is an object with an inspect function on it - if (ctx.customInspect && - value && - isFunction(value.inspect) && - // Filter out the util module, it's inspect function is special - value.inspect !== exports.inspect && - // Also filter out any prototype objects using the circular check. - !(value.constructor && value.constructor.prototype === value)) { - var ret = value.inspect(recurseTimes, ctx); - if (!isString(ret)) { - ret = formatValue(ctx, ret, recurseTimes); - } - return ret; - } - - // Primitive types cannot have properties - var primitive = formatPrimitive(ctx, value); - if (primitive) { - return primitive; - } - - // Look up the keys of the object. - var keys = Object.keys(value); - var visibleKeys = arrayToHash(keys); - - if (ctx.showHidden) { - keys = Object.getOwnPropertyNames(value); - } - - // IE doesn't make error fields non-enumerable - // http://msdn.microsoft.com/en-us/library/ie/dww52sbt(v=vs.94).aspx - if (isError(value) - && (keys.indexOf('message') >= 0 || keys.indexOf('description') >= 0)) { - return formatError(value); - } - - // Some type of object without properties can be shortcutted. - if (keys.length === 0) { - if (isFunction(value)) { - var name = value.name ? ': ' + value.name : ''; - return ctx.stylize('[Function' + name + ']', 'special'); - } - if (isRegExp(value)) { - return ctx.stylize(RegExp.prototype.toString.call(value), 'regexp'); - } - if (isDate(value)) { - return ctx.stylize(Date.prototype.toString.call(value), 'date'); - } - if (isError(value)) { - return formatError(value); - } - } - - var base = '', array = false, braces = ['{', '}']; - - // Make Array say that they are Array - if (isArray(value)) { - array = true; - braces = ['[', ']']; - } - - // Make functions say that they are functions - if (isFunction(value)) { - var n = value.name ? ': ' + value.name : ''; - base = ' [Function' + n + ']'; - } - - // Make RegExps say that they are RegExps - if (isRegExp(value)) { - base = ' ' + RegExp.prototype.toString.call(value); - } - - // Make dates with properties first say the date - if (isDate(value)) { - base = ' ' + Date.prototype.toUTCString.call(value); - } - - // Make error with message first say the error - if (isError(value)) { - base = ' ' + formatError(value); - } - - if (keys.length === 0 && (!array || value.length == 0)) { - return braces[0] + base + braces[1]; - } - - if (recurseTimes < 0) { - if (isRegExp(value)) { - return ctx.stylize(RegExp.prototype.toString.call(value), 'regexp'); - } else { - return ctx.stylize('[Object]', 'special'); - } - } - - ctx.seen.push(value); - - var output; - if (array) { - output = formatArray(ctx, value, recurseTimes, visibleKeys, keys); - } else { - output = keys.map(function(key) { - return formatProperty(ctx, value, recurseTimes, visibleKeys, key, array); - }); - } - - ctx.seen.pop(); - - return reduceToSingleString(output, base, braces); -} - - -function formatPrimitive(ctx, value) { - if (isUndefined(value)) - return ctx.stylize('undefined', 'undefined'); - if (isString(value)) { - var simple = '\'' + JSON.stringify(value).replace(/^"|"$/g, '') - .replace(/'/g, "\\'") - .replace(/\\"/g, '"') + '\''; - return ctx.stylize(simple, 'string'); - } - if (isNumber(value)) - return ctx.stylize('' + value, 'number'); - if (isBoolean(value)) - return ctx.stylize('' + value, 'boolean'); - // For some reason typeof null is "object", so special case here. - if (isNull(value)) - return ctx.stylize('null', 'null'); -} - - -function formatError(value) { - return '[' + Error.prototype.toString.call(value) + ']'; -} - - -function formatArray(ctx, value, recurseTimes, visibleKeys, keys) { - var output = []; - for (var i = 0, l = value.length; i < l; ++i) { - if (hasOwnProperty(value, String(i))) { - output.push(formatProperty(ctx, value, recurseTimes, visibleKeys, - String(i), true)); - } else { - output.push(''); - } - } - keys.forEach(function(key) { - if (!key.match(/^\d+$/)) { - output.push(formatProperty(ctx, value, recurseTimes, visibleKeys, - key, true)); - } - }); - return output; -} - - -function formatProperty(ctx, value, recurseTimes, visibleKeys, key, array) { - var name, str, desc; - desc = Object.getOwnPropertyDescriptor(value, key) || { value: value[key] }; - if (desc.get) { - if (desc.set) { - str = ctx.stylize('[Getter/Setter]', 'special'); - } else { - str = ctx.stylize('[Getter]', 'special'); - } - } else { - if (desc.set) { - str = ctx.stylize('[Setter]', 'special'); - } - } - if (!hasOwnProperty(visibleKeys, key)) { - name = '[' + key + ']'; - } - if (!str) { - if (ctx.seen.indexOf(desc.value) < 0) { - if (isNull(recurseTimes)) { - str = formatValue(ctx, desc.value, null); - } else { - str = formatValue(ctx, desc.value, recurseTimes - 1); - } - if (str.indexOf('\n') > -1) { - if (array) { - str = str.split('\n').map(function(line) { - return ' ' + line; - }).join('\n').substr(2); - } else { - str = '\n' + str.split('\n').map(function(line) { - return ' ' + line; - }).join('\n'); - } - } - } else { - str = ctx.stylize('[Circular]', 'special'); - } - } - if (isUndefined(name)) { - if (array && key.match(/^\d+$/)) { - return str; - } - name = JSON.stringify('' + key); - if (name.match(/^"([a-zA-Z_][a-zA-Z_0-9]*)"$/)) { - name = name.substr(1, name.length - 2); - name = ctx.stylize(name, 'name'); - } else { - name = name.replace(/'/g, "\\'") - .replace(/\\"/g, '"') - .replace(/(^"|"$)/g, "'"); - name = ctx.stylize(name, 'string'); - } - } - - return name + ': ' + str; -} - - -function reduceToSingleString(output, base, braces) { - var numLinesEst = 0; - var length = output.reduce(function(prev, cur) { - numLinesEst++; - if (cur.indexOf('\n') >= 0) numLinesEst++; - return prev + cur.replace(/\u001b\[\d\d?m/g, '').length + 1; - }, 0); - - if (length > 60) { - return braces[0] + - (base === '' ? '' : base + '\n ') + - ' ' + - output.join(',\n ') + - ' ' + - braces[1]; - } - - return braces[0] + base + ' ' + output.join(', ') + ' ' + braces[1]; -} - - -// NOTE: These type checking functions intentionally don't use `instanceof` -// because it is fragile and can be easily faked with `Object.create()`. -function isArray(ar) { - return Array.isArray(ar); -} -exports.isArray = isArray; - -function isBoolean(arg) { - return typeof arg === 'boolean'; -} -exports.isBoolean = isBoolean; - -function isNull(arg) { - return arg === null; -} -exports.isNull = isNull; - -function isNullOrUndefined(arg) { - return arg == null; -} -exports.isNullOrUndefined = isNullOrUndefined; - -function isNumber(arg) { - return typeof arg === 'number'; -} -exports.isNumber = isNumber; - -function isString(arg) { - return typeof arg === 'string'; -} -exports.isString = isString; - -function isSymbol(arg) { - return typeof arg === 'symbol'; -} -exports.isSymbol = isSymbol; - -function isUndefined(arg) { - return arg === void 0; -} -exports.isUndefined = isUndefined; - -function isRegExp(re) { - return isObject(re) && objectToString(re) === '[object RegExp]'; -} -exports.isRegExp = isRegExp; - -function isObject(arg) { - return typeof arg === 'object' && arg !== null; -} -exports.isObject = isObject; - -function isDate(d) { - return isObject(d) && objectToString(d) === '[object Date]'; -} -exports.isDate = isDate; - -function isError(e) { - return isObject(e) && - (objectToString(e) === '[object Error]' || e instanceof Error); -} -exports.isError = isError; - -function isFunction(arg) { - return typeof arg === 'function'; -} -exports.isFunction = isFunction; - -function isPrimitive(arg) { - return arg === null || - typeof arg === 'boolean' || - typeof arg === 'number' || - typeof arg === 'string' || - typeof arg === 'symbol' || // ES6 symbol - typeof arg === 'undefined'; -} -exports.isPrimitive = isPrimitive; - -exports.isBuffer = require('./support/isBuffer'); - -function objectToString(o) { - return Object.prototype.toString.call(o); -} - - -function pad(n) { - return n < 10 ? '0' + n.toString(10) : n.toString(10); -} - - -var months = ['Jan', 'Feb', 'Mar', 'Apr', 'May', 'Jun', 'Jul', 'Aug', 'Sep', - 'Oct', 'Nov', 'Dec']; - -// 26 Feb 16:19:34 -function timestamp() { - var d = new Date(); - var time = [pad(d.getHours()), - pad(d.getMinutes()), - pad(d.getSeconds())].join(':'); - return [d.getDate(), months[d.getMonth()], time].join(' '); -} - - -// log is just a thin wrapper to console.log that prepends a timestamp -exports.log = function() { - console.log('%s - %s', timestamp(), exports.format.apply(exports, arguments)); -}; - - -/** - * Inherit the prototype methods from one constructor into another. - * - * The Function.prototype.inherits from lang.js rewritten as a standalone - * function (not on Function.prototype). NOTE: If this file is to be loaded - * during bootstrapping this function needs to be rewritten using some native - * functions as prototype setup using normal JavaScript does not work as - * expected during bootstrapping (see mirror.js in r114903). - * - * @param {function} ctor Constructor function which needs to inherit the - * prototype. - * @param {function} superCtor Constructor function to inherit prototype from. - */ -exports.inherits = require('inherits'); - -exports._extend = function(origin, add) { - // Don't do anything if add isn't an object - if (!add || !isObject(add)) return origin; - - var keys = Object.keys(add); - var i = keys.length; - while (i--) { - origin[keys[i]] = add[keys[i]]; - } - return origin; -}; - -function hasOwnProperty(obj, prop) { - return Object.prototype.hasOwnProperty.call(obj, prop); -} - -}).call(this,require('_process'),typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {}) -},{"./support/isBuffer":27,"_process":24,"inherits":26}],29:[function(require,module,exports){ -// Returns a wrapper function that returns a wrapped callback -// The wrapper function should do some stuff, and return a -// presumably different callback function. -// This makes sure that own properties are retained, so that -// decorations and such are not lost along the way. -module.exports = wrappy -function wrappy (fn, cb) { - if (fn && cb) return wrappy(fn)(cb) - - if (typeof fn !== 'function') - throw new TypeError('need wrapper function') - - Object.keys(fn).forEach(function (k) { - wrapper[k] = fn[k] - }) - - return wrapper - - function wrapper() { - var args = new Array(arguments.length) - for (var i = 0; i < args.length; i++) { - args[i] = arguments[i] - } - var ret = fn.apply(this, args) - var cb = args[args.length-1] - if (typeof ret === 'function' && ret !== cb) { - Object.keys(cb).forEach(function (k) { - ret[k] = cb[k] - }) - } - return ret - } -} - -},{}]},{},[7])(7) -}); 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\ No newline at end of file diff --git a/site/changelog/index.html b/site/changelog/index.html deleted file mode 100644 index 1891dca..0000000 --- a/site/changelog/index.html +++ /dev/null @@ -1 +0,0 @@ - ChangeLogs - WaferMap

Changelogs

All notable changes to the wfmap package will be documented in this file.

[1.0.3]

Bug Fixes

  • Fix matplotlib warning
  • Thanks to @benfroelich, fix bug where wafermap fn wasn’t passing on non-default coord col names #6
  • Fix legend display issue in wif_trends and add limitation on max items to plot

Features

  • Add new param majority in wif_trend for control
  • Add wif_corrplot for correlation plot
  • Documentation Site https://www.wfmap.ml

[1.0.2]

Bug Fixes

  • Unify the behaviors of grid lines when different matplotlib styles were applied
  • Fix default title of create_incmap to None

[1.0.0]

Features

  • Add more customized wafer heatmap and trend charts, such as DefectMap, IncomingMap, Trend Charts by Flash Field/Shot
  • Add demo GUI program built with Gooey
  • Add demo data and examples

Changed

  • Refactor original wafermap function to num_heatmap & cat_heatmap by numerical & categorical variables respectively
  • Improve the documentation and tutorials :vulcan_salute:

[0.0.7]

Added

  • Add color histogram subplot for Wafer heatmap
  • Add pie chart inset and yield annotation for categorical variables

[0.0.1]

  • First release. 🎉🎉🎉
\ No newline at end of file diff --git a/site/css/mkdocstrings.css b/site/css/mkdocstrings.css deleted file mode 100644 index 5a30c0c..0000000 --- a/site/css/mkdocstrings.css +++ /dev/null @@ -1,7 +0,0 @@ -/* https://mkdocstrings.github.io/crystal/styling.html#recommended-styles */ - -/* Indent and distinguish sub-items */ -div.doc-contents:not(.first) { - padding-left: 15px; - border-left: 4px solid rgba(230, 230, 230); -} \ No newline at end of file diff --git a/site/data/index.html b/site/data/index.html deleted file mode 100644 index 5d0d2ba..0000000 --- a/site/data/index.html +++ /dev/null @@ -1,30 +0,0 @@ - Data Preparation - WaferMap

Data Preparation

This chapter will guide you through the preparation of wafer data. You will get an overview of the data format used in wfmap, learn the wafer mapping definition in detail and how to merge it with other data source.

Definition

Wafer mapping definition used in this package is showed in follwing table, which might be slightly different as the terminology in your industry.

Parameter Definition Data Type
MAP_ROW y: vertical coordinate of the die in the wafermap Integer
MAP_COL x: horizontal coordinate of the die in the wafermap Integer
FF_ROW yn: vertical coordinate of flash field Integer
FF_COL xn: horizontal coordinate of flash field Integer
WIF_ROW vertical coordinate of the die in the corresponding flash field Integer
WIF_COL horizontal coordinate of the die in the corresponding flash field Integer
FF_SHAPE (max(FF_ROW),max(FF_COL)): Total Flash Fields by FF Row&Col Tuple
FF_SIZE (max(WIF_ROW),max(WIF_COL)): Total Dies in a Flash Field by Die Row&Col Tuple

FF is short for FlashField, WIF stands for Within FlashField.

Warning

First two parameters are required in wafer heatmap related plots and succedent 4 parameters are need for trends charts related plots. So please make sure that you have either transformed your data in similar format or pass the correct parameters to corresponding functions.

Below is an illustration for above definition.

Wafer Mapping Definition

Sample Data

Sample data is shipped within this packages, you can load it as following snippet:

from wfmap.data import load_data
-data=load_data()
-

Besides the first 6 columns which define the wafer mapping information, additional 1 categorical feature DEFECT & 4 numerial features(MR,HR,HDI,MR2) are included for demostration. 

data.head()
-

Sample Data

Merge Other Data

In most common scenario, wafer data from other source is processed and stored separately by unique DeviceID such as OCR, rather than wafer data MAP_ROW & MAP_COL. Since wafer map definition is not included, You’ll need to merge it with wafer map data manually. In my practice, I saved the wafer mapping data as pickle file by different wafer type in advance. Then can load it from local directory, no need to read corresponding wafer data from file server or database.

Here’s a sample snippets for your reference, which enable to merge the wafer map data from either local pickle file or extract it from wafer incoming data.

from wfdata import Wafer # Load for Wafer Incoming Data
-def merge_wfmap(df, ocr_col='SLIDER_OCR_NO', mode='AUTO', join='outer', inc_data=False, map_dir='D:\MAP_DATA'):
-    """
-    `SLIDER_OCR_NO` = `Wafer` + `OCR`
-    """
-    assert mode in ['AUTO', 'UP', 'UP2', 'UP3', 'UP2S',
-                    'UP3S'], print('Wafer Format Not Suppported!!')
-    assert join in ['inner', 'outer'], print('Merge Method Not Suppported!!')
-
-    df['Wafer'] = df[ocr_col].map(lambda x: x[:5])
-    df['OCR'] = df[ocr_col].map(lambda x: x[-5:])
-    df.set_index('OCR', inplace=True)
-    result = []
-    for wf, dff in df.groupby('Wafer'):
-        if mode == 'AUTO':
-            if inc_data:
-                map_data = Wafer("H"+wf).inc_data()
-            else:
-                map_data = Wafer("H"+wf).map_data()
-        else:
-            map_data = pd.read_pickle(f'{map_dir}/{mode}')
-        merged = pd.merge(map_data, dff, right_index=True,
-                          left_index=True, how=join)
-        merged = merged.drop_duplicates(subset=['MAP_ROW', 'MAP_COL'])
-        result.append(merged)
-    return pd.concat(result)
-
\ No newline at end of file diff --git a/site/docstrings/index.html b/site/docstrings/index.html deleted file mode 100644 index 6e6a894..0000000 --- a/site/docstrings/index.html +++ /dev/null @@ -1 +0,0 @@ - API Reference - WaferMap

API Reference

Below API docs are auto-generated by mkdocstrings.

num_heatmap(df, value, row='MAP_ROW', col='MAP_COL', cmap='jet', title=None, vlim=None, vsigma=None, vrange=None, ax=None)

Create Wafer Heatmap for Numerical Variable

Parameters:

Name Type Description Default
df pd.DataFrame

Wafer Data

 required
value str

Column name of the numeric variable

 required
row str

Wafer Map Row (Y Coordinate)

 'MAP_ROW'
col str

Wafer Map Col (X Coordinate)

 'MAP_COL'
cmap str

ColorMap

 'jet'
title str

Title

 None
vlim tuple

(zmin,zmax) limits of the colorbar, will ignore the vsigma/vrange if provided

 None
vsigma float

colorbar range is center mean±3*vsigma if vsigma is provided

 None
vrange float

Range of the colorbar, works when vlim is not available and ignore the vsigma

 None
ax matplotlib.axes

Axe to plot on

 None

Returns:

Name Type Description
ax matplotlib.axes

Matplotlib Axes

cat_heatmap(df, item, row='MAP_ROW', col='MAP_COL', title=None, code_dict=None, qty_limit=10, colors=DEFECT_COLORS, verbose=False, ax=None)

Create Wafer Heatmap for Categorical Variable

Parameters:

Name Type Description Default
df pd.DataFrame

Wafer Data

 required
item str

Column name of the categorical variable

 required
row str

Wafer Map Row (Y Coordinate)

 'MAP_ROW'
col str

Wafer Map Col (X Coordinate)

 'MAP_COL'
title str

Title

 None
code_dict dict

{‘orignal’:’new_code’} Replace original code with code_dict

 None
qty_limit int

add restrictions on the total unique variables to plot

 10
colors list

[‘lightgreen’, ‘red’, ‘orange’, ‘blue’, ‘purple’, ‘cyan’, ‘pink’, ‘yellow’, ‘lightblue’, ‘gold’, ‘darkblue’, ‘gray’, ‘darkred’, ‘black’]

 DEFECT_COLORS
verbose bool

Return the summary of categorical data or not.

 False
ax matplotlib.axes

Axe to plot on

 None

Returns:

Name Type Description
ax matplotlib.axes

Matplotlib Axes and additional data if verbose is True

wafermap(df, value, row='MAP_ROW', col='MAP_COL', title=None, vrange=None, vsigma=None, wftype=None)

Create Wafer Heatmap

Parameters:

Name Type Description Default
df pd.DataFrame

Wafer Data

 required
value str

Column name of the numeric variable

 required
row str

Wafer Map Row (Y Coordinate)

 'MAP_ROW'
col str

Wafer Map Col (X Coordinate)

 'MAP_COL'
title str

Title

 None
vrange float

Range of Y-axis/Colorbar, will overide the vsigma setting

 None
vsigma float

color bar range is center mean±3*vsigma if vsigma is provided

 None
wftype str

Wafer Layout Type, Plot additional trend chart if provided

 None

Returns:

Name Type Description
fig matplotlib.figure.Figure

Figure

defectmap(df, defect_col, ok_codes=['OK', 'BINA'], code_dict=None, row='MAP_ROW', col='MAP_COL', qty_limit=10, colors=DEFECT_COLORS, title=None)

Create Wafer DefectMap

Parameters:

Name Type Description Default
df pd.DataFrame

Wafer Data

 required
defect_col str

Column name of the defect code

 required
ok_codes list

list of code being treated as ‘OK’

 ['OK', 'BINA']
code_dict dict

{‘orignal’:’new_code’} Replace original code with code_dict

 None
row str

Wafer Map Row (Y Coordinate)

 'MAP_ROW'
col str

Wafer Map Col (X Coordinate)

 'MAP_COL'
qty_limit int

add restrictions on the total unique variables to show in the plot

 10
colors list

[‘lightgreen’, ‘red’, ‘orange’, ‘blue’, ‘purple’, ‘cyan’, ‘pink’, ‘yellow’, ‘lightblue’, ‘gold’, ‘darkblue’, ‘gray’, ‘darkred’, ‘black’]

 DEFECT_COLORS
title str

Title

 None

Returns:

Name Type Description
fig matplotlib.figure.Figure

Figure

wif_trend(df, y, x='WIF_COL', yn='FF_ROW', xn='FF_COL', wftype='UP2', majority=90, method='median', title=None, ylim=None, yrange=None, color='b', style='.')

Create Wafer Trend Chart by Flash Field

Parameters:

Name Type Description Default
df pd.DataFrame

Wafer Data

 required
y str

Column name of the numeric variable to plot

 required
x str

Column name(and x_label) of x-axis

 'WIF_COL'
yn str

Y Coordinate of Flash Field/Subplot

 'FF_ROW'
xn str

X Coordinate of Flash Field/Subplot

 'FF_COL'
wftype str

Wafer Layout Type [‘UP’|’UP2’|’UP3’|’UP2E’|’UP3E’]

 'UP2'
majority int

Center Percentage of Population used for Estimation

 90
method str

‘mean’ or ‘median’ Trend

 'median'
title str

Title

 None
ylim tuple

(ymin:float,ymax:float)

 None
yrange float

Range of Y-axis, ignored if ylim is provided

 None
color str

Color of the trend line

 'b'
style str

Style of the trend line

 '.'

Returns:

Name Type Description
fig matplotlib.figure.Figure

Figure

Create Wafer Trend Charts by Flash Field (when numerical variables share similar ranges)

Parameters:

Name Type Description Default
df pd.DataFrame

Wafer Data

 required
ys list

List of column names to plot

 required
x str

Column name(and x_label) of x-axis

 'WIF_COL'
yn str

Y Coordinate of Flash Field/Subplot

 'FF_ROW'
xn str

X Coordinate of Flash Field/Subplot

 'FF_COL'
wftype str

Wafer Layout Type [‘UP’|’UP2’|’UP3’|’UP2E’|’UP3E’]

 'UP2'
method str

‘mean’ or ‘median’ Trend

 'median'
title str

Title

 None
ylim tuple

(ymin:float,ymax:float)

 None
yrange float

Range of Y-axis, ignored if ylim is provided

 None

Returns:

Name Type Description
fig matplotlib.figure.Figure

Figure

Create Wafer Trend Charts by Flash Field (when two variables have very different ranges)

Parameters:

Name Type Description Default
df pd.DataFrame

Wafer Data

 required
y str

Column name of the variable to plot on the primary axis

 required
ty str

Column name of the variable to plot on the secondary axis

 required
x str

Column name(and x_label) of x-axis

 'WIF_COL'
yn str

Y Coordinate of Flash Field/Subplot

 'FF_ROW'
xn str

X Coordinate of Flash Field/Subplot

 'FF_COL'
wftype str

Wafer Layout Type [‘UP’|’UP2’|’UP3’|’UP2E’|’UP3E’]

 'UP2'
method str

‘mean’ or ‘median’ Trend

 'median'
title str

Title

 None
yrange float

Range of Y-axis

 None
tyrange float

Range of 2nd Y-axis

 None
fix_scale bool

Keep the same scale or Not

 True

Returns:

Name Type Description
fig matplotlib.figure.Figure

Figure

wif_corrplot(df, x, y, yn='FF_ROW', xn='FF_COL', wftype='UP2', fit_deg=1, title=None)

Create Correlation Plot between two continuous variables by Flash Field

Parameters:

Name Type Description Default
df pd.DataFrame

Wafer Data

 required
x str

Column name(and x_label) of x-axis

 required
y str

Column name of the variable to plot on the primary axis

 required
yn str

Y Coordinate of Flash Field/Subplot

 'FF_ROW'
xn str

X Coordinate of Flash Field/Subplot

 'FF_COL'
wftype str

Wafer Layout Type [‘UP’|’UP2’|’UP3’|’UP2E’|’UP3E’]

 'UP2'
fit_deg int

Polynomial fit degree

 1
title str

Title

 None

Returns:

Name Type Description
fig matplotlib.figure.Figure

Figure
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Example Gallery

This page contains example plots that wfmap can create. Click on any image to see the full image and source code. More detailed information about each parameter is then provided in the API Reference

Categorical Heatmap `cat_heatmap`

Categorical Heatmap `cat_heatmap`

WIF Trends `wif_trends`

WIF Trends `wif_trends`

WaferMap `wafermap`

WaferMap `wafermap`

IncomingMap

IncomingMap

WIF Trend `wif_trend`

WIF Trend `wif_trend`

DefectMap `defectmap`

DefectMap `defectmap`

WIF Corrrelation Plot `wif_corrplot`

WIF Corrrelation Plot `wif_corrplot`

TwinY Trends `twin_trends`

TwinY Trends `twin_trends`

Numerical Heatmap `num_heatmap`

Numerical Heatmap `num_heatmap`

Download all examples in Python source code: gallery_python.zip

Download all examples in Jupyter notebooks: gallery_jupyter.zip

Gallery generated by mkdocs-gallery

\ No newline at end of file diff --git a/site/generated/gallery/mg_execution_times/index.html b/site/generated/gallery/mg_execution_times/index.html deleted file mode 100644 index c38cb3b..0000000 --- a/site/generated/gallery/mg_execution_times/index.html +++ /dev/null @@ -1 +0,0 @@ - Computation times - WaferMap

Computation times

00:11.230 total execution time for generated_gallery files:

+----------------------------------------------------------------------------------------+-----------+--------+ | plot_7_twin_trends (docs/examples/plot_7_twin_trends.py) | 00:02.916 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+ | plot_1_cheatmap (docs/examples/plot_1_cheatmap.py) | 00:02.377 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+ | plot_5_wif_trend (docs/examples/plot_5_wif_trend.py) | 00:02.143 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+ | plot_8_wif_corrplot (docs/examples/plot_8_wif_corrplot.py) | 00:01.378 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+ | plot_6_wif_trends (docs/examples/plot_6_wif_trends.py) | 00:00.939 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+ | plot_3_defectmap (docs/examples/plot_3_defectmap.py) | 00:00.526 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+ | plot_2_wafermap (docs/examples/plot_2_wafermap.py) | 00:00.379 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+ | plot_4_incmap (docs/examples/plot_4_incmap.py) | 00:00.363 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+ | plot_0_nheatmap (docs/examples/plot_0_nheatmap.py) | 00:00.210 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+

\ No newline at end of file diff --git a/site/generated/gallery/plot_0_nheatmap.ipynb b/site/generated/gallery/plot_0_nheatmap.ipynb deleted file mode 100644 index e7d1c4f..0000000 --- a/site/generated/gallery/plot_0_nheatmap.ipynb +++ /dev/null @@ -1,72 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "%matplotlib inline" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "\nNumerical Heatmap `num_heatmap`\n=================================\n> WaferMap for Numerical Variable\n\n`num_heatmap` uses the colormap `jet` which present high value with hot color(red) and low value with cold value(blue). This example demonstrates how to use the sample data to create simple WaferMap at ease. `MAP_ROW` & `MAP_COL` are the default value for wafer `row` & `col`, need be replaced if it's different from your data.\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "import numpy as np\nfrom wfmap.data import load_data\nfrom wfmap import num_heatmap\nimport matplotlib.pyplot as plt\n\ndata = load_data()\nax = num_heatmap(data, 'MR')\nplt.tight_layout()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Usually, the range of colorbar is auto inferred by majority of center population, which suggests the range might not be consistent for the same parameter by different wafers. If you want to have more subtle colorbar control, you can provide the est.sigma of value `vsigma` or value range `vrange` to keep the colorbar to have a fixed range.\n\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "def auto_vlim(series, majority=94, n_sigma=3, vsigma=None, vrange=None):\n \"\"\"\n Infer the best range of a series for plotting\n \"\"\"\n low, high = np.percentile(series.dropna(), [50-majority/2, 50+majority/2])\n centers = series.where((series >= low) & (series <= high), np.nan)\n if vsigma == None:\n vsigma = centers.std()\n if vrange:\n vmin = (low+high-vrange)/2\n vmax = (low+high+vrange)/2\n else:\n vmax = centers.mean()+n_sigma*vsigma\n vmin = centers.mean()-n_sigma*vsigma\n return vmin, vmax" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} \ No newline at end of file diff --git a/site/generated/gallery/plot_0_nheatmap.py b/site/generated/gallery/plot_0_nheatmap.py deleted file mode 100644 index 5d94956..0000000 --- a/site/generated/gallery/plot_0_nheatmap.py +++ /dev/null @@ -1,38 +0,0 @@ -""" -Numerical Heatmap `num_heatmap` -================================= -> WaferMap for Numerical Variable - -`num_heatmap` uses the colormap `jet` which present high value with hot color(red) and low value with cold value(blue). This example demonstrates how to use the sample data to create simple WaferMap at ease. `MAP_ROW` & `MAP_COL` are the default value for wafer `row` & `col`, need be replaced if it's different from your data. - -""" - -import numpy as np -from wfmap.data import load_data -from wfmap import num_heatmap -import matplotlib.pyplot as plt - -data = load_data() -ax = num_heatmap(data, 'MR') -plt.tight_layout() - - -# %% -# Usually, the range of colorbar is auto inferred by majority of center population, which suggests the range might not be consistent for the same parameter by different wafers. If you want to have more subtle colorbar control, you can provide the est.sigma of value `vsigma` or value range `vrange` to keep the colorbar to have a fixed range. - - -def auto_vlim(series, majority=94, n_sigma=3, vsigma=None, vrange=None): - """ - Infer the best range of a series for plotting - """ - low, high = np.percentile(series.dropna(), [50-majority/2, 50+majority/2]) - centers = series.where((series >= low) & (series <= high), np.nan) - if vsigma == None: - vsigma = centers.std() - if vrange: - vmin = (low+high-vrange)/2 - vmax = (low+high+vrange)/2 - else: - vmax = centers.mean()+n_sigma*vsigma - vmin = centers.mean()-n_sigma*vsigma - return vmin, vmax diff --git a/site/generated/gallery/plot_0_nheatmap.py.md5 b/site/generated/gallery/plot_0_nheatmap.py.md5 deleted file mode 100644 index 57522b1..0000000 --- a/site/generated/gallery/plot_0_nheatmap.py.md5 +++ /dev/null @@ -1 +0,0 @@ -4d0eabb209daac683dc33bcf60703686 \ No newline at end of file diff --git a/site/generated/gallery/plot_0_nheatmap/index.html b/site/generated/gallery/plot_0_nheatmap/index.html deleted file mode 100644 index 48e2c26..0000000 --- a/site/generated/gallery/plot_0_nheatmap/index.html +++ /dev/null @@ -1,24 +0,0 @@ - Numerical Heatmap `num_heatmap` - WaferMap

Note

Click here to download the full example code

Numerical Heatmap num_heatmap

WaferMap for Numerical Variable

num_heatmap uses the colormap jet which present high value with hot color(red) and low value with cold value(blue). This example demonstrates how to use the sample data to create simple WaferMap at ease. MAP_ROW & MAP_COL are the default value for wafer row & col, need be replaced if it’s different from your data.

import numpy as np
-from wfmap.data import load_data
-from wfmap import num_heatmap
-import matplotlib.pyplot as plt
-
-data = load_data()
-ax = num_heatmap(data, 'MR')
-plt.tight_layout()
-

plot 0 nheatmap

Usually, the range of colorbar is auto inferred by majority of center population, which suggests the range might not be consistent for the same parameter by different wafers. If you want to have more subtle colorbar control, you can provide the est.sigma of value vsigma or value range vrange to keep the colorbar to have a fixed range.

def auto_vlim(series, majority=94, n_sigma=3, vsigma=None, vrange=None):
-    """
-    Infer the best range of a series for plotting
-    """
-    low, high = np.percentile(series.dropna(), [50-majority/2, 50+majority/2])
-    centers = series.where((series >= low) & (series <= high), np.nan)
-    if vsigma == None:
-        vsigma = centers.std()
-    if vrange:
-        vmin = (low+high-vrange)/2
-        vmax = (low+high+vrange)/2
-    else:
-        vmax = centers.mean()+n_sigma*vsigma
-        vmin = centers.mean()-n_sigma*vsigma
-    return vmin, vmax
-

Total running time of the script: ( 0 minutes 0.210 seconds)

Download Python source code: plot_0_nheatmap.py

Download Jupyter notebook: plot_0_nheatmap.ipynb

Gallery generated by mkdocs-gallery

\ No newline at end of file diff --git a/site/generated/gallery/plot_0_nheatmap_codeobj.pickle b/site/generated/gallery/plot_0_nheatmap_codeobj.pickle deleted file mode 100644 index 4cb4bb255caa29bd4d3f3f98846ceeeb32060d61..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 882 zcmaJ;&r8EF7!}>-)=Z}0#e?8+0|^LTJStPX33`^2wdqnwlh7o%9R#m~+>HOPNh72k zn?0pp-jDCSeD!~pM+ePkK*lM>nJPJx)_|8f$2HF9Wv1-6oxR$r0ZdmZ!AMm|*mpbq zbh92q6}DzrXx31z8B{#i)Xx^Wq^k64<1kAl;kB|PF~d@(8AVdsjdn8RxGPRZrvFiR z8v@9Lj5iva5#=aPbEMFpw WaferMap for Categorical Variable\n\n`cat_heatmap` is essentially a variant of `num_heatmap`. Internally, the categorical variable is first transformed to integers according to the rank of each unique count. And then plot the heatmap using the intermediate numbers.\n\nBelow example demonstrates the simplest case of creating a categorical heatmap. You can have more customization by providing `code_dict` if you want to have some transformation before the plotting, eg. merge some items or change perticular item name. You can also set the `qty_limit` to control the max items will be presented in the plot, categories which are beyond the `qty_limit` will be counted together as `Others`.\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "from wfmap.data import load_data\nfrom wfmap import cat_heatmap\n\ndata = load_data()\nfig = cat_heatmap(data, 'DEFECT')" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} \ No newline at end of file diff --git a/site/generated/gallery/plot_1_cheatmap.py b/site/generated/gallery/plot_1_cheatmap.py deleted file mode 100644 index 7c36049..0000000 --- a/site/generated/gallery/plot_1_cheatmap.py +++ /dev/null @@ -1,16 +0,0 @@ -""" -Categorical Heatmap `cat_heatmap` -================================= -> WaferMap for Categorical Variable - -`cat_heatmap` is essentially a variant of `num_heatmap`. Internally, the categorical variable is first transformed to integers according to the rank of each unique count. And then plot the heatmap using the intermediate numbers. - -Below example demonstrates the simplest case of creating a categorical heatmap. You can have more customization by providing `code_dict` if you want to have some transformation before the plotting, eg. merge some items or change perticular item name. You can also set the `qty_limit` to control the max items will be presented in the plot, categories which are beyond the `qty_limit` will be counted together as `Others`. - -""" - -from wfmap.data import load_data -from wfmap import cat_heatmap - -data = load_data() -fig = cat_heatmap(data, 'DEFECT') diff --git a/site/generated/gallery/plot_1_cheatmap.py.md5 b/site/generated/gallery/plot_1_cheatmap.py.md5 deleted file mode 100644 index ef6fc8d..0000000 --- a/site/generated/gallery/plot_1_cheatmap.py.md5 +++ /dev/null @@ -1 +0,0 @@ -6a21bd8f96018cd16186c518fd8cf02d \ No newline at end of file diff --git a/site/generated/gallery/plot_1_cheatmap/index.html b/site/generated/gallery/plot_1_cheatmap/index.html deleted file mode 100644 index af999c7..0000000 --- a/site/generated/gallery/plot_1_cheatmap/index.html +++ /dev/null @@ -1,7 +0,0 @@ - Categorical Heatmap `cat_heatmap` - WaferMap

Note

Click here to download the full example code

Categorical Heatmap cat_heatmap

WaferMap for Categorical Variable

cat_heatmap is essentially a variant of num_heatmap. Internally, the categorical variable is first transformed to integers according to the rank of each unique count. And then plot the heatmap using the intermediate numbers.

Below example demonstrates the simplest case of creating a categorical heatmap. You can have more customization by providing code_dict if you want to have some transformation before the plotting, eg. merge some items or change perticular item name. You can also set the qty_limit to control the max items will be presented in the plot, categories which are beyond the qty_limit will be counted together as Others.

plot 1 cheatmap

Out:

/Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/wfmap-1.0.4-py3.9.egg/wfmap/__init__.py:209: FutureWarning: The series.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
-


from wfmap.data import load_data
-from wfmap import cat_heatmap
-
-data = load_data()
-fig = cat_heatmap(data, 'DEFECT')
-

Total running time of the script: ( 0 minutes 2.377 seconds)

Download Python source code: plot_1_cheatmap.py

Download Jupyter notebook: plot_1_cheatmap.ipynb

Gallery generated by mkdocs-gallery

\ No newline at end of file diff --git a/site/generated/gallery/plot_1_cheatmap_codeobj.pickle b/site/generated/gallery/plot_1_cheatmap_codeobj.pickle deleted file mode 100644 index a5ad80eb07a146ed4636e637f4f4fd8329a63b51..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 586 zcma)&!Ait15Qar}*S1+$^djB`SCIG!A}n47JufAjrY4X!rAg3>;8n=Y_`Xh3v5hF$ zQ#yR}{WJ4A|G3`Yi=RVONy(@Ys@2}1yS`#Qt2Tlf|L!mD{n{PW;?ZyY`UT#zmNX2o zn`fpU?5>l_c(-U&WhInP8)8C9iXA3E;8G6^n3n@oYOZ?YdEqjlODc)h{>_4#AEs8G zyVVb!=ZLTP@-Ms?@jxC2lDS+eQk4}kPTA=jj8Gxu7@i6wfenXDnJuKnDcBhXOgrSz`&dj e2SAjVk~3mp{{Nida#Sa+u*N(dA-J!i+u~2QfZ3z~ diff --git a/site/generated/gallery/plot_2_wafermap.ipynb b/site/generated/gallery/plot_2_wafermap.ipynb deleted file mode 100644 index f1bf5d5..0000000 --- a/site/generated/gallery/plot_2_wafermap.ipynb +++ /dev/null @@ -1,54 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "%matplotlib inline" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "\nWaferMap `wafermap`\n=================================\n> WaferMap with Distribution & Median Trend Subplots\n\nWaferMap add additional color distribution plot and trend charts by row/col around basic NumHeatmap.Color distribution plot shares the same limit as colorbar from heatmap. And vertical and horizonal trend charts is only diplayed when `wftype` is provided, since the grid line are using the pre-defined flash field boundary by `wftype`.\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "from wfmap.data import load_data\nfrom wfmap import wafermap\n\ndata = load_data()\nfig = wafermap(data, 'MR', wftype='UP3')" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} \ No newline at end of file diff --git a/site/generated/gallery/plot_2_wafermap.py b/site/generated/gallery/plot_2_wafermap.py deleted file mode 100644 index 35724e3..0000000 --- a/site/generated/gallery/plot_2_wafermap.py +++ /dev/null @@ -1,14 +0,0 @@ -""" -WaferMap `wafermap` -================================= -> WaferMap with Distribution & Median Trend Subplots - -WaferMap add additional color distribution plot and trend charts by row/col around basic NumHeatmap.Color distribution plot shares the same limit as colorbar from heatmap. And vertical and horizonal trend charts is only diplayed when `wftype` is provided, since the grid line are using the pre-defined flash field boundary by `wftype`. - -""" - -from wfmap.data import load_data -from wfmap import wafermap - -data = load_data() -fig = wafermap(data, 'MR', wftype='UP3') diff --git a/site/generated/gallery/plot_2_wafermap.py.md5 b/site/generated/gallery/plot_2_wafermap.py.md5 deleted file mode 100644 index c81c631..0000000 --- a/site/generated/gallery/plot_2_wafermap.py.md5 +++ /dev/null @@ -1 +0,0 @@ -6e6108fbfdc834e89848a3818bbd019f \ No newline at end of file diff --git a/site/generated/gallery/plot_2_wafermap/index.html b/site/generated/gallery/plot_2_wafermap/index.html deleted file mode 100644 index 2ad73e9..0000000 --- a/site/generated/gallery/plot_2_wafermap/index.html +++ /dev/null @@ -1,30 +0,0 @@ - WaferMap `wafermap` - WaferMap

Note

Click here to download the full example code

WaferMap wafermap

WaferMap with Distribution & Median Trend Subplots

WaferMap add additional color distribution plot and trend charts by row/col around basic NumHeatmap.Color distribution plot shares the same limit as colorbar from heatmap. And vertical and horizonal trend charts is only diplayed when wftype is provided, since the grid line are using the pre-defined flash field boundary by wftype.

plot 2 wafermap

Out:

/Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1582: UserWarning: Trying to register the cmap 'rocket' which already exists.
-  mpl_cm.register_cmap(_name, _cmap)
-/Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1583: UserWarning: Trying to register the cmap 'rocket_r' which already exists.
-  mpl_cm.register_cmap(_name + "_r", _cmap_r)
-/Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1582: UserWarning: Trying to register the cmap 'mako' which already exists.
-  mpl_cm.register_cmap(_name, _cmap)
-/Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1583: UserWarning: Trying to register the cmap 'mako_r' which already exists.
-  mpl_cm.register_cmap(_name + "_r", _cmap_r)
-/Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1582: UserWarning: Trying to register the cmap 'icefire' which already exists.
-  mpl_cm.register_cmap(_name, _cmap)
-/Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1583: UserWarning: Trying to register the cmap 'icefire_r' which already exists.
-  mpl_cm.register_cmap(_name + "_r", _cmap_r)
-/Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1582: UserWarning: Trying to register the cmap 'vlag' which already exists.
-  mpl_cm.register_cmap(_name, _cmap)
-/Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1583: UserWarning: Trying to register the cmap 'vlag_r' which already exists.
-  mpl_cm.register_cmap(_name + "_r", _cmap_r)
-/Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1582: UserWarning: Trying to register the cmap 'flare' which already exists.
-  mpl_cm.register_cmap(_name, _cmap)
-/Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1583: UserWarning: Trying to register the cmap 'flare_r' which already exists.
-  mpl_cm.register_cmap(_name + "_r", _cmap_r)
-/Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1582: UserWarning: Trying to register the cmap 'crest' which already exists.
-  mpl_cm.register_cmap(_name, _cmap)
-/Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1583: UserWarning: Trying to register the cmap 'crest_r' which already exists.
-  mpl_cm.register_cmap(_name + "_r", _cmap_r)
-


from wfmap.data import load_data
-from wfmap import wafermap
-
-data = load_data()
-fig = wafermap(data, 'MR', wftype='UP3')
-

Total running time of the script: ( 0 minutes 0.379 seconds)

Download Python source code: plot_2_wafermap.py

Download Jupyter notebook: plot_2_wafermap.ipynb

Gallery generated by mkdocs-gallery

\ No newline at end of file diff --git a/site/generated/gallery/plot_2_wafermap_codeobj.pickle b/site/generated/gallery/plot_2_wafermap_codeobj.pickle deleted file mode 100644 index f32746ade33cd15be4f98c76a64a7e03fde7c78f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 533 zcma)&%}N6?6op0GI@2iFg)bloZNYhp(yicLhBV1Efy`vc4_ygv3)vap*PBF~8R){S zZf?%`?mhXOe=o1E((#BWDH*XsbtZW9swvZq?gX*nD{S7v+TS$d7~aGB1L|3aTNeCc zFOE*fqE*yMC{``Dy;N3;Lk0Tuc$Xh*!TyT0sfg07YH}A{><;5605k%`J)cHK>Hq)$ diff --git a/site/generated/gallery/plot_3_defectmap.ipynb b/site/generated/gallery/plot_3_defectmap.ipynb deleted file mode 100644 index d046931..0000000 --- a/site/generated/gallery/plot_3_defectmap.ipynb +++ /dev/null @@ -1,72 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "%matplotlib inline" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "\nDefectMap `defectmap`\n=================================\n> Wafer DefectMap with Pareto Subplot\n\nDefectMap is aimed for defect analysis, beside the defect distribution by `cat_heatmap`, yield summary and top defect statistics are also applied by using inset pie chart and bar chart subplot.\n\nUnlike in the `cat_heatmap`, categories are ordered by unique count in default. `defectmap` use the 'OK' as the top category and set it with `lightgreen` color. You can UAI other codes eg. 'BINA','BINB' as `OK` by update the `ok_codes`.\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "import random\nfrom wfmap.data import load_data\nfrom wfmap import defectmap\n\ndata = load_data()\nfig = defectmap(data, 'DEFECT')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Above example used the default defect code from sample data, you change it to more reader-friendly and meaningful remark by modify the `code_dict` as below.\n\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "code_dict = {}\nfor code in data['DEFECT'].unique():\n if code.startswith('S'):\n code_dict[code] = random.choice(\n ['QST Rej', 'HDD Rej', 'DP Rej', 'VM Rej'])\n\nfig2 = defectmap(data, 'DEFECT', code_dict=code_dict)" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} \ No newline at end of file diff --git a/site/generated/gallery/plot_3_defectmap.py b/site/generated/gallery/plot_3_defectmap.py deleted file mode 100644 index 40f827b..0000000 --- a/site/generated/gallery/plot_3_defectmap.py +++ /dev/null @@ -1,28 +0,0 @@ -""" -DefectMap `defectmap` -================================= -> Wafer DefectMap with Pareto Subplot - -DefectMap is aimed for defect analysis, beside the defect distribution by `cat_heatmap`, yield summary and top defect statistics are also applied by using inset pie chart and bar chart subplot. - -Unlike in the `cat_heatmap`, categories are ordered by unique count in default. `defectmap` use the 'OK' as the top category and set it with `lightgreen` color. You can UAI other codes eg. 'BINA','BINB' as `OK` by update the `ok_codes`. - -""" - -import random -from wfmap.data import load_data -from wfmap import defectmap - -data = load_data() -fig = defectmap(data, 'DEFECT') - -# %% -# Above example used the default defect code from sample data, you change it to more reader-friendly and meaningful remark by modify the `code_dict` as below. - -code_dict = {} -for code in data['DEFECT'].unique(): - if code.startswith('S'): - code_dict[code] = random.choice( - ['QST Rej', 'HDD Rej', 'DP Rej', 'VM Rej']) - -fig2 = defectmap(data, 'DEFECT', code_dict=code_dict) diff --git a/site/generated/gallery/plot_3_defectmap.py.md5 b/site/generated/gallery/plot_3_defectmap.py.md5 deleted file mode 100644 index 573799b..0000000 --- a/site/generated/gallery/plot_3_defectmap.py.md5 +++ /dev/null @@ -1 +0,0 @@ -0dbcba8f0bf44dcce8df0353cf9fd0c8 \ No newline at end of file diff --git a/site/generated/gallery/plot_3_defectmap/index.html b/site/generated/gallery/plot_3_defectmap/index.html deleted file mode 100644 index 205f8fd..0000000 --- a/site/generated/gallery/plot_3_defectmap/index.html +++ /dev/null @@ -1,15 +0,0 @@ - DefectMap `defectmap` - WaferMap

Note

Click here to download the full example code

DefectMap defectmap

Wafer DefectMap with Pareto Subplot

DefectMap is aimed for defect analysis, beside the defect distribution by cat_heatmap, yield summary and top defect statistics are also applied by using inset pie chart and bar chart subplot.

Unlike in the cat_heatmap, categories are ordered by unique count in default. defectmap use the ‘OK’ as the top category and set it with lightgreen color. You can UAI other codes eg. ‘BINA’,’BINB’ as OK by update the ok_codes.

import random
-from wfmap.data import load_data
-from wfmap import defectmap
-
-data = load_data()
-fig = defectmap(data, 'DEFECT')
-

DEFECT

Out:

/Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/wfmap-1.0.4-py3.9.egg/wfmap/__init__.py:209: FutureWarning: The series.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
-

Above example used the default defect code from sample data, you change it to more reader-friendly and meaningful remark by modify the code_dict as below.

code_dict = {}
-for code in data['DEFECT'].unique():
-    if code.startswith('S'):
-        code_dict[code] = random.choice(
-            ['QST Rej', 'HDD Rej', 'DP Rej', 'VM Rej'])
-
-fig2 = defectmap(data, 'DEFECT', code_dict=code_dict)
-

DEFECT

Total running time of the script: ( 0 minutes 0.526 seconds)

Download Python source code: plot_3_defectmap.py

Download Jupyter notebook: plot_3_defectmap.ipynb

Gallery generated by mkdocs-gallery

\ No newline at end of file diff --git a/site/generated/gallery/plot_3_defectmap_codeobj.pickle b/site/generated/gallery/plot_3_defectmap_codeobj.pickle deleted file mode 100644 index 32a027341d608f184ccde56bc7617dd45dfec351..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 906 zcmaiy!Arw16vl;ZbzL3m!HWkkf=q-Wg5bs5*g+7%`zTqHE`hWeNy<*5*FkT_|JRqM zYuBw}PigwS-}}DT_ci$W>>ZU)5yXOX5^E+hWs2ZUVj>BivRIpMbNg;4MK57XGdGhD zIQKJ@5>t3Hw#=nHqypz04(BP-D=su=ixBkX#}oH4QdCIYEg3Qu#T+SRHaYO=agC;a zF>08G2K0=MH#sT%SYQ%iYjAE{O}~7Dis2$>Tr)@l`U|T^MIY=uRQ}ui4$m~`N@79( zxx1>|VUoZ!Q?zPY4wF192W<8&UN>aFDFoGEomd2th)Nv+mQ(>nWQ6*<~A ziG++&qN%_K?d~iKCSqANpr^DvP~JP`SfUJzG>oZWu`RJn07D$RKfAr(kM-EZ@~Tph zcn)SmJ-JXm7YIifY1E+q9@cY1-6;g{s2o;Ua^MHHUdxr~w_EsA=s1&hlcD;21sRbF kV Combined WaferMap for Wafer Incoming Data\n\nIncomingMap is an horizontal concatenation of multiple WaferMap for wafer incoming data. `vsigmas` is a `dict` which collects the estimated value sigma for heatmap/colorbar range determination. Items which only lists in the `vsigmas` will be plotted. You can adjust the `vsigmas` & `title` to customize your own wafermap combination.\n\nBelow is a simple IncomingMap which contains two variables `MR` & `HDI` only.\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "from wfmap.data import load_data\nfrom wfmap import create_incmap\n\ndata = load_data()\nfig = create_incmap(data, vsigmas={'MR': 10, 'HDI': 1})" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} \ No newline at end of file diff --git a/site/generated/gallery/plot_4_incmap.py b/site/generated/gallery/plot_4_incmap.py deleted file mode 100644 index 77631de..0000000 --- a/site/generated/gallery/plot_4_incmap.py +++ /dev/null @@ -1,16 +0,0 @@ -""" -IncomingMap -================================= -> Combined WaferMap for Wafer Incoming Data - -IncomingMap is an horizontal concatenation of multiple WaferMap for wafer incoming data. `vsigmas` is a `dict` which collects the estimated value sigma for heatmap/colorbar range determination. Items which only lists in the `vsigmas` will be plotted. You can adjust the `vsigmas` & `title` to customize your own wafermap combination. - -Below is a simple IncomingMap which contains two variables `MR` & `HDI` only. - -""" - -from wfmap.data import load_data -from wfmap import create_incmap - -data = load_data() -fig = create_incmap(data, vsigmas={'MR': 10, 'HDI': 1}) diff --git a/site/generated/gallery/plot_4_incmap.py.md5 b/site/generated/gallery/plot_4_incmap.py.md5 deleted file mode 100644 index fba2271..0000000 --- a/site/generated/gallery/plot_4_incmap.py.md5 +++ /dev/null @@ -1 +0,0 @@ -2c42b14ac7b9f38bf8dcd6ad1d0f1134 \ No newline at end of file diff --git a/site/generated/gallery/plot_4_incmap/index.html b/site/generated/gallery/plot_4_incmap/index.html deleted file mode 100644 index 1360330..0000000 --- a/site/generated/gallery/plot_4_incmap/index.html +++ /dev/null @@ -1,6 +0,0 @@ - IncomingMap - WaferMap

Note

Click here to download the full example code

IncomingMap

Combined WaferMap for Wafer Incoming Data

IncomingMap is an horizontal concatenation of multiple WaferMap for wafer incoming data. vsigmas is a dict which collects the estimated value sigma for heatmap/colorbar range determination. Items which only lists in the vsigmas will be plotted. You can adjust the vsigmas & title to customize your own wafermap combination.

Below is a simple IncomingMap which contains two variables MR & HDI only.

MR, HDI

from wfmap.data import load_data
-from wfmap import create_incmap
-
-data = load_data()
-fig = create_incmap(data, vsigmas={'MR': 10, 'HDI': 1})
-

Total running time of the script: ( 0 minutes 0.363 seconds)

Download Python source code: plot_4_incmap.py

Download Jupyter notebook: plot_4_incmap.ipynb

Gallery generated by mkdocs-gallery

\ No newline at end of file diff --git a/site/generated/gallery/plot_4_incmap_codeobj.pickle b/site/generated/gallery/plot_4_incmap_codeobj.pickle deleted file mode 100644 index 7e1055b47d64942d61c7ddd3dbf3ad6f73b9a70c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 543 zcma)2O-sWt7#7`TYaBSxtFYT9*k3Vr6}(Hyl5`2AP00tI1h0eKjQ`g+iP&}QU`}t| zJfHcTe&1hSq~j4$QZizN>P+zHMN_63-3VgCS6IJ>mA`7lKD>q12h5WWw=DSCR_vXQ zL#wEhFf3YZd#S7xy9)5>@isr!hAVB)LkeMPBC#>y;6R^W|4H-G-wc|8BYwx{2giIV z6{a=C7XO9u57= Wafer Trend Charts by Flash Field For Single Variable\n\nWIF Trend gives you a clear view of within flash field & field to field tendency and distribution. Anormal waving or mountain shape pattern and shot-jump pattern could be easily spotted with this chart.\nBlue line is median trend by default which is less impacted by outliers, and orange area indicates the major distribution at the same `WIF_COL`.\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "from wfmap.data import load_data\nfrom wfmap import wif_trend\n\ndata = load_data()\nfig = wif_trend(data, 'MR')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The size of orange area is determined by `majority`, which means the center percentage of the whole distribution. To achieve similar quantile as boxplot could set `majority=50`.\n\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "fig2 = wif_trend(data, 'MR', majority=50)" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} \ No newline at end of file diff --git a/site/generated/gallery/plot_5_wif_trend.py b/site/generated/gallery/plot_5_wif_trend.py deleted file mode 100644 index ecfe792..0000000 --- a/site/generated/gallery/plot_5_wif_trend.py +++ /dev/null @@ -1,21 +0,0 @@ -""" -WIF Trend `wif_trend` -================================= -> Wafer Trend Charts by Flash Field For Single Variable - -WIF Trend gives you a clear view of within flash field & field to field tendency and distribution. Anormal waving or mountain shape pattern and shot-jump pattern could be easily spotted with this chart. -Blue line is median trend by default which is less impacted by outliers, and orange area indicates the major distribution at the same `WIF_COL`. - -""" - -from wfmap.data import load_data -from wfmap import wif_trend - -data = load_data() -fig = wif_trend(data, 'MR') - -# %% -# The size of orange area is determined by `majority`, which means the center percentage of the whole distribution. To achieve similar quantile as boxplot could set `majority=50`. - - -fig2 = wif_trend(data, 'MR', majority=50) diff --git a/site/generated/gallery/plot_5_wif_trend.py.md5 b/site/generated/gallery/plot_5_wif_trend.py.md5 deleted file mode 100644 index 7f4fd6c..0000000 --- a/site/generated/gallery/plot_5_wif_trend.py.md5 +++ /dev/null @@ -1 +0,0 @@ -a85627f85eedf5567e7a2db796dd2972 \ No newline at end of file diff --git a/site/generated/gallery/plot_5_wif_trend/index.html b/site/generated/gallery/plot_5_wif_trend/index.html deleted file mode 100644 index 7ad9f34..0000000 --- a/site/generated/gallery/plot_5_wif_trend/index.html +++ /dev/null @@ -1,7 +0,0 @@ - WIF Trend `wif_trend` - WaferMap

Note

Click here to download the full example code

WIF Trend wif_trend

Wafer Trend Charts by Flash Field For Single Variable

WIF Trend gives you a clear view of within flash field & field to field tendency and distribution. Anormal waving or mountain shape pattern and shot-jump pattern could be easily spotted with this chart. Blue line is median trend by default which is less impacted by outliers, and orange area indicates the major distribution at the same WIF_COL.

from wfmap.data import load_data
-from wfmap import wif_trend
-
-data = load_data()
-fig = wif_trend(data, 'MR')
-

plot 5 wif trend

The size of orange area is determined by majority, which means the center percentage of the whole distribution. To achieve similar quantile as boxplot could set majority=50.

fig2 = wif_trend(data, 'MR', majority=50)
-

plot 5 wif trend

Total running time of the script: ( 0 minutes 2.143 seconds)

Download Python source code: plot_5_wif_trend.py

Download Jupyter notebook: plot_5_wif_trend.ipynb

Gallery generated by mkdocs-gallery

\ No newline at end of file diff --git a/site/generated/gallery/plot_5_wif_trend_codeobj.pickle b/site/generated/gallery/plot_5_wif_trend_codeobj.pickle deleted file mode 100644 index db5ec663a6ae82c277f41c8d88ae6df258c677a2..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 645 zcmZ{hOH0Hs6oo}QV`~+3A-J8*FmAd~@D~iT72He7H0dOeHYE=R1i|eA%vqHOX_xR>k_M&7v_wH7oaE@wJ z5ohNcwlmTnDuE4$!(D}R!-eK-n}I%DUbmOIqC)CvNz7DUaHNzw7|5rWT{KPXRiEi- zN^j}S!4RA5S($4|YJ40DOmS)IfZ)IuZw=#`0S=h%y{Sze7(q4LmlbNf Wafer Trend Charts by Flash Field For Multiple Variables\n\nSlightly different from `wif_trend`, WIF Trends removes the orange area highlight for major distribution and focus on the median trend comparison between different variables. Further, for the sake of brevity and aesthetics, max number of variables to plot is limited to 4.\n\nBelow is an example trend chart of the wafer level MR Resistence for both R1 & R2. Please be noted this chart is only recommended for variables which share similar range. When the mean or sigma is much different, please consider using the `twin_trends` instead.\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "from wfmap.data import load_data\nfrom wfmap import wif_trends\n\ndata = load_data()\nfig = wif_trends(data, ['MR', 'MR2'])" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} \ No newline at end of file diff --git a/site/generated/gallery/plot_6_wif_trends.py b/site/generated/gallery/plot_6_wif_trends.py deleted file mode 100644 index 66b69de..0000000 --- a/site/generated/gallery/plot_6_wif_trends.py +++ /dev/null @@ -1,16 +0,0 @@ -""" -WIF Trends `wif_trends` -================================= -> Wafer Trend Charts by Flash Field For Multiple Variables - -Slightly different from `wif_trend`, WIF Trends removes the orange area highlight for major distribution and focus on the median trend comparison between different variables. Further, for the sake of brevity and aesthetics, max number of variables to plot is limited to 4. - -Below is an example trend chart of the wafer level MR Resistence for both R1 & R2. Please be noted this chart is only recommended for variables which share similar range. When the mean or sigma is much different, please consider using the `twin_trends` instead. - -""" - -from wfmap.data import load_data -from wfmap import wif_trends - -data = load_data() -fig = wif_trends(data, ['MR', 'MR2']) diff --git a/site/generated/gallery/plot_6_wif_trends.py.md5 b/site/generated/gallery/plot_6_wif_trends.py.md5 deleted file mode 100644 index 36defed..0000000 --- a/site/generated/gallery/plot_6_wif_trends.py.md5 +++ /dev/null @@ -1 +0,0 @@ -1115262cb301c3b54ef9ed538b9a22e6 \ No newline at end of file diff --git a/site/generated/gallery/plot_6_wif_trends/index.html b/site/generated/gallery/plot_6_wif_trends/index.html deleted file mode 100644 index b99aad7..0000000 --- a/site/generated/gallery/plot_6_wif_trends/index.html +++ /dev/null @@ -1,6 +0,0 @@ - WIF Trends `wif_trends` - WaferMap

Note

Click here to download the full example code

WIF Trends wif_trends

Wafer Trend Charts by Flash Field For Multiple Variables

Slightly different from wif_trend, WIF Trends removes the orange area highlight for major distribution and focus on the median trend comparison between different variables. Further, for the sake of brevity and aesthetics, max number of variables to plot is limited to 4.

Below is an example trend chart of the wafer level MR Resistence for both R1 & R2. Please be noted this chart is only recommended for variables which share similar range. When the mean or sigma is much different, please consider using the twin_trends instead.

plot 6 wif trends

from wfmap.data import load_data
-from wfmap import wif_trends
-
-data = load_data()
-fig = wif_trends(data, ['MR', 'MR2'])
-

Total running time of the script: ( 0 minutes 0.939 seconds)

Download Python source code: plot_6_wif_trends.py

Download Jupyter notebook: plot_6_wif_trends.ipynb

Gallery generated by mkdocs-gallery

\ No newline at end of file diff --git a/site/generated/gallery/plot_6_wif_trends_codeobj.pickle b/site/generated/gallery/plot_6_wif_trends_codeobj.pickle deleted file mode 100644 index d4aac59bdaf099042f028bfeb052a64d502158fd..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 537 zcma)2O-sWt7#7`TyQsK>SHas9%&!=`3f`q;O}Yfqq~wF01h0eKjQ`g+sn`~FSWa)= zJfHcR|J+?(rDU}eTG<%To1x4wx)HUD-|_i9uESL$_VFXGKVhCJ(y|y9Te0^h z4XvhL!mw(I>!fy4>@eW-<4ylqS+0#c4Jm}JYDuh(M-Te^`d^xtVL50O zsR^wpapW%)kc!5uTpp`rX?NDIvh=}*=KnWP2~(z)ShGX zI2etY;55%pDa=#fU^We3ZlKH7q>lyksw0XLi)(EdZu%`cxgCm41kgwznZ69crcR3< Km@uz7n8&{-D95e< diff --git a/site/generated/gallery/plot_7_twin_trends.ipynb b/site/generated/gallery/plot_7_twin_trends.ipynb deleted file mode 100644 index b3980b9..0000000 --- a/site/generated/gallery/plot_7_twin_trends.ipynb +++ /dev/null @@ -1,65 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "%matplotlib inline" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "\nTwinY Trends `twin_trends`\n=================================\n> Wafer Trend Charts by Flash Field with Dual Y-axis\n\nHave the advantage of double Y-axis, we're able to put two very different variables into same subplot for comparison. Take below chart for example, there's ~200ohm gap between `MR` & `MRR`, yet two variables have similar sigma. You can find that `MR` basically overlaps with `MRR`, the correlation between `MR` & `MRR could be easily deduced from this chart.\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "from wfmap.data import load_data\nfrom wfmap import twin_trends\nimport scipy.stats.distributions as dist\n\ndata = load_data().query('80 Wafer Trend Charts by Flash Field with Dual Y-axis - -Have the advantage of double Y-axis, we're able to put two very different variables into same subplot for comparison. Take below chart for example, there's ~200ohm gap between `MR` & `MRR`, yet two variables have similar sigma. You can find that `MR` basically overlaps with `MRR`, the correlation between `MR` & `MRR could be easily deduced from this chart. - -""" - -from wfmap.data import load_data -from wfmap import twin_trends -import scipy.stats.distributions as dist - -data = load_data().query('80 TwinY Trends `twin_trends` - WaferMap

Note

Click here to download the full example code

TwinY Trends twin_trends

Wafer Trend Charts by Flash Field with Dual Y-axis

Have the advantage of double Y-axis, we’re able to put two very different variables into same subplot for comparison. Take below chart for example, there’s ~200ohm gap between MR & MRR, yet two variables have similar sigma. You can find that MR basically overlaps with MRR, the correlation between MR & `MRR could be easily deduced from this chart.

from wfmap.data import load_data
-from wfmap import twin_trends
-import scipy.stats.distributions as dist
-
-data = load_data().query('80<MR<180')
-norm = dist.norm_gen()
-data['MRR'] = 200 + data['MR'] + \
-    norm.rvs(data['MR'].median(), data['MR'].std(), size=len(data['MR']))
-
-fig = twin_trends(data, 'MR', 'MRR')
-

plot 7 twin trends

# When two variables not only have very different mean, the sigma is also not at the same level. The scale could no longer keep the same for Y & 2nd-Y axis, then need to adjust it as `fix_scale=False`.
-
-fig2 = twin_trends(data, 'MR', 'HDI', fix_scale=False)
-

plot 7 twin trends

Total running time of the script: ( 0 minutes 2.916 seconds)

Download Python source code: plot_7_twin_trends.py

Download Jupyter notebook: plot_7_twin_trends.ipynb

Gallery generated by mkdocs-gallery

\ No newline at end of file diff --git a/site/generated/gallery/plot_7_twin_trends_codeobj.pickle b/site/generated/gallery/plot_7_twin_trends_codeobj.pickle deleted file mode 100644 index 21de459720175f3bbe1e62c733de6d6636d13c6a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2005 zcmcIl&uiN-6do)|leifRJ?&E1VUS$}+i{n{D7_3e*lma5DYg;|Y$@nROJRdu1|9e| z^`F{bwI?~TEY)dK*nIQz_ultCz4ysKhBtqX9=WGZGG3M>Qg1!yi6HqI&6N3V zUVbu*dd#?}khqZMi&=b!z<}Y3nEKep(=}o4TRp0Hu1koY%8YKVkW^SnlxCbM$~4z9 z&8bwD#@|L*2WTfy3HO0G(}M1a|za$mGn*U6sxY&+vu4cPz+ zz5f4fZyL5lT~d}RL0Ged&zIzSt|I-WsDF*yUqb76llkUigEmSc%BE(n5a*G7}x zXnPZc1(Hqy>!GWT&VXsu04?TQ GUI Application - WaferMap

WaferViz

WaferViz is a small GUI tool which wraps wfmap to create fancy Wafer Map/Trend Plots. WaferViz

Installation

Launch the application from command line as below: 

git clone https://github.com/xlhaw/wfmap.git
-cd wfmap/gui
-pip install -r requirements.txt
-python main.py
-

Since the package size by Pyinstaller is huge, the pre-compiled binary is not uploaded. Plan to rewrite with other approaches, eg Tauri/Pyodide/Quarto to package & distribute it in the future.

Configuration

Default settings are saved in the config.yml file, open with any text editor if need modification.

Basic Usage

Data Download

WaferMap

DefectMap

IncomingMap

WIF Trend

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Welcome to wfmap Documentation

Header

Introduction

wfmap helps you understand wafer process data better, by presenting the data with heatmap and trend charts by flash field/shot. You can identify abnormal patterns intuitively in a global perspective and make it easier to compare and find potential correlation between different wafer parameters.

banner

This documentation provides comprehensive introduction from Data Preparation to Various Examples. Example Gallery introduces you to the ability to use the APIs of wfmap with the demo data enclosed. You can dive it deeper by reading the API Reference or even the source code. A GUI application WaferViz is also built for non-technical users.

Let’s roll!

Installation

It’s recommended to install wfmap via PyPI using pip:

pip install wfmap
-

or build the latest build from Github:

git clone https://github.com/xlhaw/wfmap.git
-cd wfmap
-python setup.py install
-

A GUI application built with Gooey is also shipped together, you can launch it from command line: 

git clone https://github.com/xlhaw/wfmap.git
-cd wfmap/gui
-pip install -r requirements.txt
-python main.py
-
Please read the WaferViz for more details.

Tutorials

It’s a good start to learn the basic usage of this package from Example Gallery, which contains various examples from basic heatmap to highly customized wafer map & trend charts. All examples & images were generated by mkdocs-gallery.

WaferMap `wafermap`

WaferMap `wafermap`

DefectMap `defectmap`

DefectMap `defectmap`

IncomingMap

IncomingMap

WIF Trend `wif_trend`

WIF Trend `wif_trend`

TwinY Trends `twin_trends`

TwinY Trends `twin_trends`

WIF Corrrelation Plot `wif_corrplot`

WIF Corrrelation Plot `wif_corrplot`

\ No newline at end of file diff --git a/site/requirements.txt b/site/requirements.txt deleted file mode 100644 index e735b17..0000000 --- a/site/requirements.txt +++ /dev/null @@ -1,3 +0,0 @@ -pandas -matplotlib -wfmap \ No newline at end of file diff --git a/site/search/search_index.json b/site/search/search_index.json deleted file mode 100644 index 75ee7da..0000000 --- a/site/search/search_index.json +++ /dev/null @@ -1 +0,0 @@ -{"config":{"indexing":"full","lang":["en"],"min_search_length":3,"prebuild_index":false,"separator":"[\\s\\-]+"},"docs":[{"location":"","text":"Welcome to wfmap Documentation \u00b6 Introduction \u00b6 wfmap helps you understand wafer process data better, by presenting the data with heatmap and trend charts by flash field/shot. You can identify abnormal patterns intuitively in a global perspective and make it easier to compare and find potential correlation between different wafer parameters. This documentation provides comprehensive introduction from Data Preparation to Various Examples . Example Gallery introduces you to the ability to use the APIs of wfmap with the demo data enclosed. You can dive it deeper by reading the API Reference or even the source code . A GUI application WaferViz is also built for non-technical users. Let\u2019s roll! Installation \u00b6 It\u2019s recommended to install wfmap via PyPI using pip: pip install wfmap or build the latest build from Github: git clone https://github.com/xlhaw/wfmap.git cd wfmap python setup.py install A GUI application built with Gooey is also shipped together, you can launch it from command line: git clone https://github.com/xlhaw/wfmap.git cd wfmap/gui pip install -r requirements.txt python main.py Please read the WaferViz for more details. Tutorials \u00b6 It\u2019s a good start to learn the basic usage of this package from Example Gallery , which contains various examples from basic heatmap to highly customized wafer map & trend charts. All examples & images were generated by mkdocs-gallery . WaferMap `wafermap` DefectMap `defectmap` IncomingMap WIF Trend `wif_trend` TwinY Trends `twin_trends` WIF Corrrelation Plot `wif_corrplot`","title":"Getting Started"},{"location":"#welcome-to-wfmap-documentation","text":"","title":"Welcome to wfmap Documentation"},{"location":"#introduction","text":"wfmap helps you understand wafer process data better, by presenting the data with heatmap and trend charts by flash field/shot. You can identify abnormal patterns intuitively in a global perspective and make it easier to compare and find potential correlation between different wafer parameters. This documentation provides comprehensive introduction from Data Preparation to Various Examples . Example Gallery introduces you to the ability to use the APIs of wfmap with the demo data enclosed. You can dive it deeper by reading the API Reference or even the source code . A GUI application WaferViz is also built for non-technical users. Let\u2019s roll!","title":"Introduction"},{"location":"#installation","text":"It\u2019s recommended to install wfmap via PyPI using pip: pip install wfmap or build the latest build from Github: git clone https://github.com/xlhaw/wfmap.git cd wfmap python setup.py install A GUI application built with Gooey is also shipped together, you can launch it from command line: git clone https://github.com/xlhaw/wfmap.git cd wfmap/gui pip install -r requirements.txt python main.py Please read the WaferViz for more details.","title":"Installation"},{"location":"#tutorials","text":"It\u2019s a good start to learn the basic usage of this package from Example Gallery , which contains various examples from basic heatmap to highly customized wafer map & trend charts. All examples & images were generated by mkdocs-gallery . WaferMap `wafermap` DefectMap `defectmap` IncomingMap WIF Trend `wif_trend` TwinY Trends `twin_trends` WIF Corrrelation Plot `wif_corrplot`","title":"Tutorials"},{"location":"changelog/","text":"Changelogs \u00b6 All notable changes to the wfmap package will be documented in this file. [1.0.3] \u00b6 Bug Fixes \u00b6 Fix matplotlib warning Thanks to @benfroelich , fix bug where wafermap fn wasn\u2019t passing on non-default coord col names #6 Fix legend display issue in wif_trends and add limitation on max items to plot Features \u00b6 Add new param majority in wif_trend for control Add wif_corrplot for correlation plot Documentation Site https://www.wfmap.ml [1.0.2] \u00b6 Bug Fixes \u00b6 Unify the behaviors of grid lines when different matplotlib styles were applied Fix default title of create_incmap to None [1.0.0] \u00b6 Features \u00b6 Add more customized wafer heatmap and trend charts, such as DefectMap, IncomingMap, Trend Charts by Flash Field/Shot Add demo GUI program built with Gooey Add demo data and examples Changed \u00b6 Refactor original wafermap function to num_heatmap & cat_heatmap by numerical & categorical variables respectively Improve the documentation and tutorials :vulcan_salute: [0.0.7] \u00b6 Added \u00b6 Add color histogram subplot for Wafer heatmap Add pie chart inset and yield annotation for categorical variables [0.0.1] \u00b6 First release. \ud83c\udf89\ud83c\udf89\ud83c\udf89","title":"ChangeLogs"},{"location":"changelog/#changelogs","text":"All notable changes to the wfmap package will be documented in this file.","title":"Changelogs"},{"location":"changelog/#103","text":"","title":"[1.0.3]"},{"location":"changelog/#bug-fixes","text":"Fix matplotlib warning Thanks to @benfroelich , fix bug where wafermap fn wasn\u2019t passing on non-default coord col names #6 Fix legend display issue in wif_trends and add limitation on max items to plot","title":"Bug Fixes"},{"location":"changelog/#features","text":"Add new param majority in wif_trend for control Add wif_corrplot for correlation plot Documentation Site https://www.wfmap.ml","title":"Features"},{"location":"changelog/#102","text":"","title":"[1.0.2]"},{"location":"changelog/#bug-fixes_1","text":"Unify the behaviors of grid lines when different matplotlib styles were applied Fix default title of create_incmap to None","title":"Bug Fixes"},{"location":"changelog/#100","text":"","title":"[1.0.0]"},{"location":"changelog/#features_1","text":"Add more customized wafer heatmap and trend charts, such as DefectMap, IncomingMap, Trend Charts by Flash Field/Shot Add demo GUI program built with Gooey Add demo data and examples","title":"Features"},{"location":"changelog/#changed","text":"Refactor original wafermap function to num_heatmap & cat_heatmap by numerical & categorical variables respectively Improve the documentation and tutorials :vulcan_salute:","title":"Changed"},{"location":"changelog/#007","text":"","title":"[0.0.7]"},{"location":"changelog/#added","text":"Add color histogram subplot for Wafer heatmap Add pie chart inset and yield annotation for categorical variables","title":"Added"},{"location":"changelog/#001","text":"First release. \ud83c\udf89\ud83c\udf89\ud83c\udf89","title":"[0.0.1]"},{"location":"data/","text":"Data Preparation \u00b6 This chapter will guide you through the preparation of wafer data. You will get an overview of the data format used in wfmap , learn the wafer mapping definition in detail and how to merge it with other data source. Definition \u00b6 Wafer mapping definition used in this package is showed in follwing table, which might be slightly different as the terminology in your industry. Parameter Definition Data Type MAP_ROW y : vertical coordinate of the die in the wafermap Integer MAP_COL x : horizontal coordinate of the die in the wafermap Integer FF_ROW yn : vertical coordinate of flash field Integer FF_COL xn : horizontal coordinate of flash field Integer WIF_ROW vertical coordinate of the die in the corresponding flash field Integer WIF_COL horizontal coordinate of the die in the corresponding flash field Integer FF_SHAPE (max(FF_ROW),max(FF_COL)): Total Flash Fields by FF Row&Col Tuple FF_SIZE (max(WIF_ROW),max(WIF_COL)): Total Dies in a Flash Field by Die Row&Col Tuple FF is short for FlashField , WIF stands for Within FlashField . Warning First two parameters are required in wafer heatmap related plots and succedent 4 parameters are need for trends charts related plots. So please make sure that you have either transformed your data in similar format or pass the correct parameters to corresponding functions. Below is an illustration for above definition. Sample Data \u00b6 Sample data is shipped within this packages, you can load it as following snippet: from wfmap.data import load_data data = load_data () Besides the first 6 columns which define the wafer mapping information, additional 1 categorical feature DEFECT & 4 numerial features( MR , HR , HDI , MR2 ) are included for demostration. data . head () Merge Other Data \u00b6 In most common scenario, wafer data from other source is processed and stored separately by unique DeviceID such as OCR , rather than wafer data MAP_ROW & MAP_COL . Since wafer map definition is not included, You\u2019ll need to merge it with wafer map data manually. In my practice, I saved the wafer mapping data as pickle file by different wafer type in advance. Then can load it from local directory, no need to read corresponding wafer data from file server or database. Here\u2019s a sample snippets for your reference, which enable to merge the wafer map data from either local pickle file or extract it from wafer incoming data. from wfdata import Wafer # Load for Wafer Incoming Data def merge_wfmap ( df , ocr_col = 'SLIDER_OCR_NO' , mode = 'AUTO' , join = 'outer' , inc_data = False , map_dir = 'D:\\MAP_DATA' ): \"\"\" `SLIDER_OCR_NO` = `Wafer` + `OCR` \"\"\" assert mode in [ 'AUTO' , 'UP' , 'UP2' , 'UP3' , 'UP2S' , 'UP3S' ], print ( 'Wafer Format Not Suppported!!' ) assert join in [ 'inner' , 'outer' ], print ( 'Merge Method Not Suppported!!' ) df [ 'Wafer' ] = df [ ocr_col ] . map ( lambda x : x [: 5 ]) df [ 'OCR' ] = df [ ocr_col ] . map ( lambda x : x [ - 5 :]) df . set_index ( 'OCR' , inplace = True ) result = [] for wf , dff in df . groupby ( 'Wafer' ): if mode == 'AUTO' : if inc_data : map_data = Wafer ( \"H\" + wf ) . inc_data () else : map_data = Wafer ( \"H\" + wf ) . map_data () else : map_data = pd . read_pickle ( f ' { map_dir } / { mode } ' ) merged = pd . merge ( map_data , dff , right_index = True , left_index = True , how = join ) merged = merged . drop_duplicates ( subset = [ 'MAP_ROW' , 'MAP_COL' ]) result . append ( merged ) return pd . concat ( result )","title":"Data Preparation"},{"location":"data/#data-preparation","text":"This chapter will guide you through the preparation of wafer data. You will get an overview of the data format used in wfmap , learn the wafer mapping definition in detail and how to merge it with other data source.","title":"Data Preparation"},{"location":"data/#definition","text":"Wafer mapping definition used in this package is showed in follwing table, which might be slightly different as the terminology in your industry. Parameter Definition Data Type MAP_ROW y : vertical coordinate of the die in the wafermap Integer MAP_COL x : horizontal coordinate of the die in the wafermap Integer FF_ROW yn : vertical coordinate of flash field Integer FF_COL xn : horizontal coordinate of flash field Integer WIF_ROW vertical coordinate of the die in the corresponding flash field Integer WIF_COL horizontal coordinate of the die in the corresponding flash field Integer FF_SHAPE (max(FF_ROW),max(FF_COL)): Total Flash Fields by FF Row&Col Tuple FF_SIZE (max(WIF_ROW),max(WIF_COL)): Total Dies in a Flash Field by Die Row&Col Tuple FF is short for FlashField , WIF stands for Within FlashField . Warning First two parameters are required in wafer heatmap related plots and succedent 4 parameters are need for trends charts related plots. So please make sure that you have either transformed your data in similar format or pass the correct parameters to corresponding functions. Below is an illustration for above definition.","title":"Definition"},{"location":"data/#sample-data","text":"Sample data is shipped within this packages, you can load it as following snippet: from wfmap.data import load_data data = load_data () Besides the first 6 columns which define the wafer mapping information, additional 1 categorical feature DEFECT & 4 numerial features( MR , HR , HDI , MR2 ) are included for demostration. data . head ()","title":"Sample Data"},{"location":"data/#merge-other-data","text":"In most common scenario, wafer data from other source is processed and stored separately by unique DeviceID such as OCR , rather than wafer data MAP_ROW & MAP_COL . Since wafer map definition is not included, You\u2019ll need to merge it with wafer map data manually. In my practice, I saved the wafer mapping data as pickle file by different wafer type in advance. Then can load it from local directory, no need to read corresponding wafer data from file server or database. Here\u2019s a sample snippets for your reference, which enable to merge the wafer map data from either local pickle file or extract it from wafer incoming data. from wfdata import Wafer # Load for Wafer Incoming Data def merge_wfmap ( df , ocr_col = 'SLIDER_OCR_NO' , mode = 'AUTO' , join = 'outer' , inc_data = False , map_dir = 'D:\\MAP_DATA' ): \"\"\" `SLIDER_OCR_NO` = `Wafer` + `OCR` \"\"\" assert mode in [ 'AUTO' , 'UP' , 'UP2' , 'UP3' , 'UP2S' , 'UP3S' ], print ( 'Wafer Format Not Suppported!!' ) assert join in [ 'inner' , 'outer' ], print ( 'Merge Method Not Suppported!!' ) df [ 'Wafer' ] = df [ ocr_col ] . map ( lambda x : x [: 5 ]) df [ 'OCR' ] = df [ ocr_col ] . map ( lambda x : x [ - 5 :]) df . set_index ( 'OCR' , inplace = True ) result = [] for wf , dff in df . groupby ( 'Wafer' ): if mode == 'AUTO' : if inc_data : map_data = Wafer ( \"H\" + wf ) . inc_data () else : map_data = Wafer ( \"H\" + wf ) . map_data () else : map_data = pd . read_pickle ( f ' { map_dir } / { mode } ' ) merged = pd . merge ( map_data , dff , right_index = True , left_index = True , how = join ) merged = merged . drop_duplicates ( subset = [ 'MAP_ROW' , 'MAP_COL' ]) result . append ( merged ) return pd . concat ( result )","title":"Merge Other Data"},{"location":"docstrings/","text":"Below API docs are auto-generated by mkdocstrings . num_heatmap ( df , value , row = 'MAP_ROW' , col = 'MAP_COL' , cmap = 'jet' , title = None , vlim = None , vsigma = None , vrange = None , ax = None ) \u00b6 Create Wafer Heatmap for Numerical Variable Parameters: Name Type Description Default df pd . DataFrame Wafer Data required value str Column name of the numeric variable required row str Wafer Map Row (Y Coordinate) 'MAP_ROW' col str Wafer Map Col (X Coordinate) 'MAP_COL' cmap str ColorMap 'jet' title str Title None vlim tuple (zmin,zmax) limits of the colorbar, will ignore the vsigma/vrange if provided None vsigma float colorbar range is center mean\u00b13*vsigma if vsigma is provided None vrange float Range of the colorbar, works when vlim is not available and ignore the vsigma None ax matplotlib . axes Axe to plot on None Returns: Name Type Description ax matplotlib . axes Matplotlib Axes cat_heatmap ( df , item , row = 'MAP_ROW' , col = 'MAP_COL' , title = None , code_dict = None , qty_limit = 10 , colors = DEFECT_COLORS , verbose = False , ax = None ) \u00b6 Create Wafer Heatmap for Categorical Variable Parameters: Name Type Description Default df pd . DataFrame Wafer Data required item str Column name of the categorical variable required row str Wafer Map Row (Y Coordinate) 'MAP_ROW' col str Wafer Map Col (X Coordinate) 'MAP_COL' title str Title None code_dict dict {\u2018orignal\u2019:\u2019new_code\u2019} Replace original code with code_dict None qty_limit int add restrictions on the total unique variables to plot 10 colors list [\u2018lightgreen\u2019, \u2018red\u2019, \u2018orange\u2019, \u2018blue\u2019, \u2018purple\u2019, \u2018cyan\u2019, \u2018pink\u2019, \u2018yellow\u2019, \u2018lightblue\u2019, \u2018gold\u2019, \u2018darkblue\u2019, \u2018gray\u2019, \u2018darkred\u2019, \u2018black\u2019] DEFECT_COLORS verbose bool Return the summary of categorical data or not. False ax matplotlib . axes Axe to plot on None Returns: Name Type Description ax matplotlib . axes Matplotlib Axes and additional data if verbose is True wafermap ( df , value , row = 'MAP_ROW' , col = 'MAP_COL' , title = None , vrange = None , vsigma = None , wftype = None ) \u00b6 Create Wafer Heatmap Parameters: Name Type Description Default df pd . DataFrame Wafer Data required value str Column name of the numeric variable required row str Wafer Map Row (Y Coordinate) 'MAP_ROW' col str Wafer Map Col (X Coordinate) 'MAP_COL' title str Title None vrange float Range of Y-axis/Colorbar, will overide the vsigma setting None vsigma float color bar range is center mean\u00b13*vsigma if vsigma is provided None wftype str Wafer Layout Type , Plot additional trend chart if provided None Returns: Name Type Description fig matplotlib . figure . Figure Figure defectmap ( df , defect_col , ok_codes = [ 'OK' , 'BINA' ], code_dict = None , row = 'MAP_ROW' , col = 'MAP_COL' , qty_limit = 10 , colors = DEFECT_COLORS , title = None ) \u00b6 Create Wafer DefectMap Parameters: Name Type Description Default df pd . DataFrame Wafer Data required defect_col str Column name of the defect code required ok_codes list list of code being treated as \u2018OK\u2019 ['OK', 'BINA'] code_dict dict {\u2018orignal\u2019:\u2019new_code\u2019} Replace original code with code_dict None row str Wafer Map Row (Y Coordinate) 'MAP_ROW' col str Wafer Map Col (X Coordinate) 'MAP_COL' qty_limit int add restrictions on the total unique variables to show in the plot 10 colors list [\u2018lightgreen\u2019, \u2018red\u2019, \u2018orange\u2019, \u2018blue\u2019, \u2018purple\u2019, \u2018cyan\u2019, \u2018pink\u2019, \u2018yellow\u2019, \u2018lightblue\u2019, \u2018gold\u2019, \u2018darkblue\u2019, \u2018gray\u2019, \u2018darkred\u2019, \u2018black\u2019] DEFECT_COLORS title str Title None Returns: Name Type Description fig matplotlib . figure . Figure Figure wif_trend ( df , y , x = 'WIF_COL' , yn = 'FF_ROW' , xn = 'FF_COL' , wftype = 'UP2' , majority = 90 , method = 'median' , title = None , ylim = None , yrange = None , color = 'b' , style = '.' ) \u00b6 Create Wafer Trend Chart by Flash Field Parameters: Name Type Description Default df pd . DataFrame Wafer Data required y str Column name of the numeric variable to plot required x str Column name(and x_label) of x-axis 'WIF_COL' yn str Y Coordinate of Flash Field/Subplot 'FF_ROW' xn str X Coordinate of Flash Field/Subplot 'FF_COL' wftype str Wafer Layout Type [\u2018UP\u2019|\u2019UP2\u2019|\u2019UP3\u2019|\u2019UP2E\u2019|\u2019UP3E\u2019] 'UP2' majority int Center Percentage of Population used for Estimation 90 method str \u2018mean\u2019 or \u2018median\u2019 Trend 'median' title str Title None ylim tuple (ymin:float,ymax:float) None yrange float Range of Y-axis, ignored if ylim is provided None color str Color of the trend line 'b' style str Style of the trend line '.' Returns: Name Type Description fig matplotlib . figure . Figure Figure wif_trends ( df , ys , x = 'WIF_COL' , yn = 'FF_ROW' , xn = 'FF_COL' , wftype = 'UP2' , method = 'median' , title = None , ylim = None , yrange = None ) \u00b6 Create Wafer Trend Charts by Flash Field (when numerical variables share similar ranges) Parameters: Name Type Description Default df pd . DataFrame Wafer Data required ys list List of column names to plot required x str Column name(and x_label) of x-axis 'WIF_COL' yn str Y Coordinate of Flash Field/Subplot 'FF_ROW' xn str X Coordinate of Flash Field/Subplot 'FF_COL' wftype str Wafer Layout Type [\u2018UP\u2019|\u2019UP2\u2019|\u2019UP3\u2019|\u2019UP2E\u2019|\u2019UP3E\u2019] 'UP2' method str \u2018mean\u2019 or \u2018median\u2019 Trend 'median' title str Title None ylim tuple (ymin:float,ymax:float) None yrange float Range of Y-axis, ignored if ylim is provided None Returns: Name Type Description fig matplotlib . figure . Figure Figure twin_trends ( df , y , ty , x = 'WIF_COL' , yn = 'FF_ROW' , xn = 'FF_COL' , wftype = 'UP2' , method = 'median' , title = None , yrange = None , tyrange = None , fix_scale = True ) \u00b6 Create Wafer Trend Charts by Flash Field (when two variables have very different ranges) Parameters: Name Type Description Default df pd . DataFrame Wafer Data required y str Column name of the variable to plot on the primary axis required ty str Column name of the variable to plot on the secondary axis required x str Column name(and x_label) of x-axis 'WIF_COL' yn str Y Coordinate of Flash Field/Subplot 'FF_ROW' xn str X Coordinate of Flash Field/Subplot 'FF_COL' wftype str Wafer Layout Type [\u2018UP\u2019|\u2019UP2\u2019|\u2019UP3\u2019|\u2019UP2E\u2019|\u2019UP3E\u2019] 'UP2' method str \u2018mean\u2019 or \u2018median\u2019 Trend 'median' title str Title None yrange float Range of Y-axis None tyrange float Range of 2nd Y-axis None fix_scale bool Keep the same scale or Not True Returns: Name Type Description fig matplotlib . figure . Figure Figure wif_corrplot ( df , x , y , yn = 'FF_ROW' , xn = 'FF_COL' , wftype = 'UP2' , fit_deg = 1 , title = None ) \u00b6 Create Correlation Plot between two continuous variables by Flash Field Parameters: Name Type Description Default df pd . DataFrame Wafer Data required x str Column name(and x_label) of x-axis required y str Column name of the variable to plot on the primary axis required yn str Y Coordinate of Flash Field/Subplot 'FF_ROW' xn str X Coordinate of Flash Field/Subplot 'FF_COL' wftype str Wafer Layout Type [\u2018UP\u2019|\u2019UP2\u2019|\u2019UP3\u2019|\u2019UP2E\u2019|\u2019UP3E\u2019] 'UP2' fit_deg int Polynomial fit degree 1 title str Title None Returns: Name Type Description fig matplotlib . figure . Figure Figure","title":"API Reference"},{"location":"docstrings/#wfmap.num_heatmap","text":"Create Wafer Heatmap for Numerical Variable Parameters: Name Type Description Default df pd . DataFrame Wafer Data required value str Column name of the numeric variable required row str Wafer Map Row (Y Coordinate) 'MAP_ROW' col str Wafer Map Col (X Coordinate) 'MAP_COL' cmap str ColorMap 'jet' title str Title None vlim tuple (zmin,zmax) limits of the colorbar, will ignore the vsigma/vrange if provided None vsigma float colorbar range is center mean\u00b13*vsigma if vsigma is provided None vrange float Range of the colorbar, works when vlim is not available and ignore the vsigma None ax matplotlib . axes Axe to plot on None Returns: Name Type Description ax matplotlib . axes Matplotlib Axes","title":"num_heatmap()"},{"location":"docstrings/#wfmap.cat_heatmap","text":"Create Wafer Heatmap for Categorical Variable Parameters: Name Type Description Default df pd . DataFrame Wafer Data required item str Column name of the categorical variable required row str Wafer Map Row (Y Coordinate) 'MAP_ROW' col str Wafer Map Col (X Coordinate) 'MAP_COL' title str Title None code_dict dict {\u2018orignal\u2019:\u2019new_code\u2019} Replace original code with code_dict None qty_limit int add restrictions on the total unique variables to plot 10 colors list [\u2018lightgreen\u2019, \u2018red\u2019, \u2018orange\u2019, \u2018blue\u2019, \u2018purple\u2019, \u2018cyan\u2019, \u2018pink\u2019, \u2018yellow\u2019, \u2018lightblue\u2019, \u2018gold\u2019, \u2018darkblue\u2019, \u2018gray\u2019, \u2018darkred\u2019, \u2018black\u2019] DEFECT_COLORS verbose bool Return the summary of categorical data or not. False ax matplotlib . axes Axe to plot on None Returns: Name Type Description ax matplotlib . axes Matplotlib Axes and additional data if verbose is True","title":"cat_heatmap()"},{"location":"docstrings/#wfmap.wafermap","text":"Create Wafer Heatmap Parameters: Name Type Description Default df pd . DataFrame Wafer Data required value str Column name of the numeric variable required row str Wafer Map Row (Y Coordinate) 'MAP_ROW' col str Wafer Map Col (X Coordinate) 'MAP_COL' title str Title None vrange float Range of Y-axis/Colorbar, will overide the vsigma setting None vsigma float color bar range is center mean\u00b13*vsigma if vsigma is provided None wftype str Wafer Layout Type , Plot additional trend chart if provided None Returns: Name Type Description fig matplotlib . figure . Figure Figure","title":"wafermap()"},{"location":"docstrings/#wfmap.defectmap","text":"Create Wafer DefectMap Parameters: Name Type Description Default df pd . DataFrame Wafer Data required defect_col str Column name of the defect code required ok_codes list list of code being treated as \u2018OK\u2019 ['OK', 'BINA'] code_dict dict {\u2018orignal\u2019:\u2019new_code\u2019} Replace original code with code_dict None row str Wafer Map Row (Y Coordinate) 'MAP_ROW' col str Wafer Map Col (X Coordinate) 'MAP_COL' qty_limit int add restrictions on the total unique variables to show in the plot 10 colors list [\u2018lightgreen\u2019, \u2018red\u2019, \u2018orange\u2019, \u2018blue\u2019, \u2018purple\u2019, \u2018cyan\u2019, \u2018pink\u2019, \u2018yellow\u2019, \u2018lightblue\u2019, \u2018gold\u2019, \u2018darkblue\u2019, \u2018gray\u2019, \u2018darkred\u2019, \u2018black\u2019] DEFECT_COLORS title str Title None Returns: Name Type Description fig matplotlib . figure . Figure Figure","title":"defectmap()"},{"location":"docstrings/#wfmap.wif_trend","text":"Create Wafer Trend Chart by Flash Field Parameters: Name Type Description Default df pd . DataFrame Wafer Data required y str Column name of the numeric variable to plot required x str Column name(and x_label) of x-axis 'WIF_COL' yn str Y Coordinate of Flash Field/Subplot 'FF_ROW' xn str X Coordinate of Flash Field/Subplot 'FF_COL' wftype str Wafer Layout Type [\u2018UP\u2019|\u2019UP2\u2019|\u2019UP3\u2019|\u2019UP2E\u2019|\u2019UP3E\u2019] 'UP2' majority int Center Percentage of Population used for Estimation 90 method str \u2018mean\u2019 or \u2018median\u2019 Trend 'median' title str Title None ylim tuple (ymin:float,ymax:float) None yrange float Range of Y-axis, ignored if ylim is provided None color str Color of the trend line 'b' style str Style of the trend line '.' Returns: Name Type Description fig matplotlib . figure . Figure Figure","title":"wif_trend()"},{"location":"docstrings/#wfmap.wif_trends","text":"Create Wafer Trend Charts by Flash Field (when numerical variables share similar ranges) Parameters: Name Type Description Default df pd . DataFrame Wafer Data required ys list List of column names to plot required x str Column name(and x_label) of x-axis 'WIF_COL' yn str Y Coordinate of Flash Field/Subplot 'FF_ROW' xn str X Coordinate of Flash Field/Subplot 'FF_COL' wftype str Wafer Layout Type [\u2018UP\u2019|\u2019UP2\u2019|\u2019UP3\u2019|\u2019UP2E\u2019|\u2019UP3E\u2019] 'UP2' method str \u2018mean\u2019 or \u2018median\u2019 Trend 'median' title str Title None ylim tuple (ymin:float,ymax:float) None yrange float Range of Y-axis, ignored if ylim is provided None Returns: Name Type Description fig matplotlib . figure . Figure Figure","title":"wif_trends()"},{"location":"docstrings/#wfmap.twin_trends","text":"Create Wafer Trend Charts by Flash Field (when two variables have very different ranges) Parameters: Name Type Description Default df pd . DataFrame Wafer Data required y str Column name of the variable to plot on the primary axis required ty str Column name of the variable to plot on the secondary axis required x str Column name(and x_label) of x-axis 'WIF_COL' yn str Y Coordinate of Flash Field/Subplot 'FF_ROW' xn str X Coordinate of Flash Field/Subplot 'FF_COL' wftype str Wafer Layout Type [\u2018UP\u2019|\u2019UP2\u2019|\u2019UP3\u2019|\u2019UP2E\u2019|\u2019UP3E\u2019] 'UP2' method str \u2018mean\u2019 or \u2018median\u2019 Trend 'median' title str Title None yrange float Range of Y-axis None tyrange float Range of 2nd Y-axis None fix_scale bool Keep the same scale or Not True Returns: Name Type Description fig matplotlib . figure . Figure Figure","title":"twin_trends()"},{"location":"docstrings/#wfmap.wif_corrplot","text":"Create Correlation Plot between two continuous variables by Flash Field Parameters: Name Type Description Default df pd . DataFrame Wafer Data required x str Column name(and x_label) of x-axis required y str Column name of the variable to plot on the primary axis required yn str Y Coordinate of Flash Field/Subplot 'FF_ROW' xn str X Coordinate of Flash Field/Subplot 'FF_COL' wftype str Wafer Layout Type [\u2018UP\u2019|\u2019UP2\u2019|\u2019UP3\u2019|\u2019UP2E\u2019|\u2019UP3E\u2019] 'UP2' fit_deg int Polynomial fit degree 1 title str Title None Returns: Name Type Description fig matplotlib . figure . Figure Figure","title":"wif_corrplot()"},{"location":"gui/","text":"WaferViz \u00b6 WaferViz is a small GUI tool which wraps wfmap to create fancy Wafer Map/Trend Plots. Installation \u00b6 Launch the application from command line as below: git clone https://github.com/xlhaw/wfmap.git cd wfmap/gui pip install -r requirements.txt python main.py Since the package size by Pyinstaller is huge, the pre-compiled binary is not uploaded. Plan to rewrite with other approaches, eg Tauri/Pyodide/Quarto to package & distribute it in the future. Configuration \u00b6 Default settings are saved in the config.yml file, open with any text editor if need modification. Basic Usage \u00b6 Data Download \u00b6 WaferMap \u00b6 DefectMap \u00b6 IncomingMap \u00b6 WIF Trend \u00b6 WIF Trends \u00b6 TwinY Trends \u00b6","title":"GUI Application"},{"location":"gui/#waferviz","text":"WaferViz is a small GUI tool which wraps wfmap to create fancy Wafer Map/Trend Plots.","title":"WaferViz"},{"location":"gui/#installation","text":"Launch the application from command line as below: git clone https://github.com/xlhaw/wfmap.git cd wfmap/gui pip install -r requirements.txt python main.py Since the package size by Pyinstaller is huge, the pre-compiled binary is not uploaded. Plan to rewrite with other approaches, eg Tauri/Pyodide/Quarto to package & distribute it in the future.","title":"Installation"},{"location":"gui/#configuration","text":"Default settings are saved in the config.yml file, open with any text editor if need modification.","title":"Configuration"},{"location":"gui/#basic-usage","text":"","title":"Basic Usage"},{"location":"gui/#data-download","text":"","title":"Data Download"},{"location":"gui/#wafermap","text":"","title":"WaferMap"},{"location":"gui/#defectmap","text":"","title":"DefectMap"},{"location":"gui/#incomingmap","text":"","title":"IncomingMap"},{"location":"gui/#wif-trend","text":"","title":"WIF Trend"},{"location":"gui/#wif-trends","text":"","title":"WIF Trends"},{"location":"gui/#twiny-trends","text":"","title":"TwinY Trends"},{"location":"generated/gallery/","text":"Example Gallery \u00b6 This page contains example plots that wfmap can create. Click on any image to see the full image and source code. More detailed information about each parameter is then provided in the API Reference Categorical Heatmap `cat_heatmap` WIF Trends `wif_trends` WaferMap `wafermap` IncomingMap WIF Trend `wif_trend` DefectMap `defectmap` WIF Corrrelation Plot `wif_corrplot` TwinY Trends `twin_trends` Numerical Heatmap `num_heatmap` Download all examples in Python source code: gallery_python.zip Download all examples in Jupyter notebooks: gallery_jupyter.zip Gallery generated by mkdocs-gallery","title":"Example Gallery"},{"location":"generated/gallery/#example-gallery","text":"This page contains example plots that wfmap can create. Click on any image to see the full image and source code. More detailed information about each parameter is then provided in the API Reference Categorical Heatmap `cat_heatmap` WIF Trends `wif_trends` WaferMap `wafermap` IncomingMap WIF Trend `wif_trend` DefectMap `defectmap` WIF Corrrelation Plot `wif_corrplot` TwinY Trends `twin_trends` Numerical Heatmap `num_heatmap` Download all examples in Python source code: gallery_python.zip Download all examples in Jupyter notebooks: gallery_jupyter.zip Gallery generated by mkdocs-gallery","title":"Example Gallery"},{"location":"generated/gallery/mg_execution_times/","text":"Computation times \u00b6 00:11.230 total execution time for generated_gallery files: +----------------------------------------------------------------------------------------+-----------+--------+ | plot_7_twin_trends (docs/examples/plot_7_twin_trends.py) | 00:02.916 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+ | plot_1_cheatmap (docs/examples/plot_1_cheatmap.py) | 00:02.377 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+ | plot_5_wif_trend (docs/examples/plot_5_wif_trend.py) | 00:02.143 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+ | plot_8_wif_corrplot (docs/examples/plot_8_wif_corrplot.py) | 00:01.378 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+ | plot_6_wif_trends (docs/examples/plot_6_wif_trends.py) | 00:00.939 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+ | plot_3_defectmap (docs/examples/plot_3_defectmap.py) | 00:00.526 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+ | plot_2_wafermap (docs/examples/plot_2_wafermap.py) | 00:00.379 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+ | plot_4_incmap (docs/examples/plot_4_incmap.py) | 00:00.363 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+ | plot_0_nheatmap (docs/examples/plot_0_nheatmap.py) | 00:00.210 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+","title":"Computation times"},{"location":"generated/gallery/mg_execution_times/#computation-times","text":"00:11.230 total execution time for generated_gallery files: +----------------------------------------------------------------------------------------+-----------+--------+ | plot_7_twin_trends (docs/examples/plot_7_twin_trends.py) | 00:02.916 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+ | plot_1_cheatmap (docs/examples/plot_1_cheatmap.py) | 00:02.377 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+ | plot_5_wif_trend (docs/examples/plot_5_wif_trend.py) | 00:02.143 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+ | plot_8_wif_corrplot (docs/examples/plot_8_wif_corrplot.py) | 00:01.378 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+ | plot_6_wif_trends (docs/examples/plot_6_wif_trends.py) | 00:00.939 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+ | plot_3_defectmap (docs/examples/plot_3_defectmap.py) | 00:00.526 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+ | plot_2_wafermap (docs/examples/plot_2_wafermap.py) | 00:00.379 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+ | plot_4_incmap (docs/examples/plot_4_incmap.py) | 00:00.363 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+ | plot_0_nheatmap (docs/examples/plot_0_nheatmap.py) | 00:00.210 | 0.0 MB | +----------------------------------------------------------------------------------------+-----------+--------+","title":"Computation times"},{"location":"generated/gallery/plot_0_nheatmap/","text":"Note Click here to download the full example code Numerical Heatmap num_heatmap \u00b6 WaferMap for Numerical Variable num_heatmap uses the colormap jet which present high value with hot color(red) and low value with cold value(blue). This example demonstrates how to use the sample data to create simple WaferMap at ease. MAP_ROW & MAP_COL are the default value for wafer row & col , need be replaced if it\u2019s different from your data. import numpy as np from wfmap.data import load_data from wfmap import num_heatmap import matplotlib.pyplot as plt data = load_data () ax = num_heatmap ( data , 'MR' ) plt . tight_layout () Usually, the range of colorbar is auto inferred by majority of center population, which suggests the range might not be consistent for the same parameter by different wafers. If you want to have more subtle colorbar control, you can provide the est.sigma of value vsigma or value range vrange to keep the colorbar to have a fixed range. def auto_vlim ( series , majority = 94 , n_sigma = 3 , vsigma = None , vrange = None ): \"\"\" Infer the best range of a series for plotting \"\"\" low , high = np . percentile ( series . dropna (), [ 50 - majority / 2 , 50 + majority / 2 ]) centers = series . where (( series >= low ) & ( series <= high ), np . nan ) if vsigma == None : vsigma = centers . std () if vrange : vmin = ( low + high - vrange ) / 2 vmax = ( low + high + vrange ) / 2 else : vmax = centers . mean () + n_sigma * vsigma vmin = centers . mean () - n_sigma * vsigma return vmin , vmax Total running time of the script: ( 0 minutes 0.210 seconds) Download Python source code: plot_0_nheatmap.py Download Jupyter notebook: plot_0_nheatmap.ipynb Gallery generated by mkdocs-gallery","title":"Numerical Heatmap `num_heatmap`"},{"location":"generated/gallery/plot_0_nheatmap/#numerical-heatmap-num_heatmap","text":"WaferMap for Numerical Variable num_heatmap uses the colormap jet which present high value with hot color(red) and low value with cold value(blue). This example demonstrates how to use the sample data to create simple WaferMap at ease. MAP_ROW & MAP_COL are the default value for wafer row & col , need be replaced if it\u2019s different from your data. import numpy as np from wfmap.data import load_data from wfmap import num_heatmap import matplotlib.pyplot as plt data = load_data () ax = num_heatmap ( data , 'MR' ) plt . tight_layout () Usually, the range of colorbar is auto inferred by majority of center population, which suggests the range might not be consistent for the same parameter by different wafers. If you want to have more subtle colorbar control, you can provide the est.sigma of value vsigma or value range vrange to keep the colorbar to have a fixed range. def auto_vlim ( series , majority = 94 , n_sigma = 3 , vsigma = None , vrange = None ): \"\"\" Infer the best range of a series for plotting \"\"\" low , high = np . percentile ( series . dropna (), [ 50 - majority / 2 , 50 + majority / 2 ]) centers = series . where (( series >= low ) & ( series <= high ), np . nan ) if vsigma == None : vsigma = centers . std () if vrange : vmin = ( low + high - vrange ) / 2 vmax = ( low + high + vrange ) / 2 else : vmax = centers . mean () + n_sigma * vsigma vmin = centers . mean () - n_sigma * vsigma return vmin , vmax Total running time of the script: ( 0 minutes 0.210 seconds) Download Python source code: plot_0_nheatmap.py Download Jupyter notebook: plot_0_nheatmap.ipynb Gallery generated by mkdocs-gallery","title":"Numerical Heatmap num_heatmap"},{"location":"generated/gallery/plot_1_cheatmap/","text":"Note Click here to download the full example code Categorical Heatmap cat_heatmap \u00b6 WaferMap for Categorical Variable cat_heatmap is essentially a variant of num_heatmap . Internally, the categorical variable is first transformed to integers according to the rank of each unique count. And then plot the heatmap using the intermediate numbers. Below example demonstrates the simplest case of creating a categorical heatmap. You can have more customization by providing code_dict if you want to have some transformation before the plotting, eg. merge some items or change perticular item name. You can also set the qty_limit to control the max items will be presented in the plot, categories which are beyond the qty_limit will be counted together as Others . Out: /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/wfmap-1.0.4-py3.9.egg/wfmap/__init__.py:209: FutureWarning: The series.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead. from wfmap.data import load_data from wfmap import cat_heatmap data = load_data () fig = cat_heatmap ( data , 'DEFECT' ) Total running time of the script: ( 0 minutes 2.377 seconds) Download Python source code: plot_1_cheatmap.py Download Jupyter notebook: plot_1_cheatmap.ipynb Gallery generated by mkdocs-gallery","title":"Categorical Heatmap `cat_heatmap`"},{"location":"generated/gallery/plot_1_cheatmap/#categorical-heatmap-cat_heatmap","text":"WaferMap for Categorical Variable cat_heatmap is essentially a variant of num_heatmap . Internally, the categorical variable is first transformed to integers according to the rank of each unique count. And then plot the heatmap using the intermediate numbers. Below example demonstrates the simplest case of creating a categorical heatmap. You can have more customization by providing code_dict if you want to have some transformation before the plotting, eg. merge some items or change perticular item name. You can also set the qty_limit to control the max items will be presented in the plot, categories which are beyond the qty_limit will be counted together as Others . Out: /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/wfmap-1.0.4-py3.9.egg/wfmap/__init__.py:209: FutureWarning: The series.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead. from wfmap.data import load_data from wfmap import cat_heatmap data = load_data () fig = cat_heatmap ( data , 'DEFECT' ) Total running time of the script: ( 0 minutes 2.377 seconds) Download Python source code: plot_1_cheatmap.py Download Jupyter notebook: plot_1_cheatmap.ipynb Gallery generated by mkdocs-gallery","title":"Categorical Heatmap cat_heatmap"},{"location":"generated/gallery/plot_2_wafermap/","text":"Note Click here to download the full example code WaferMap wafermap \u00b6 WaferMap with Distribution & Median Trend Subplots WaferMap add additional color distribution plot and trend charts by row/col around basic NumHeatmap.Color distribution plot shares the same limit as colorbar from heatmap. And vertical and horizonal trend charts is only diplayed when wftype is provided, since the grid line are using the pre-defined flash field boundary by wftype . Out: /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1582: UserWarning: Trying to register the cmap 'rocket' which already exists. mpl_cm.register_cmap ( _name, _cmap ) /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1583: UserWarning: Trying to register the cmap 'rocket_r' which already exists. mpl_cm.register_cmap ( _name + \"_r\" , _cmap_r ) /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1582: UserWarning: Trying to register the cmap 'mako' which already exists. mpl_cm.register_cmap ( _name, _cmap ) /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1583: UserWarning: Trying to register the cmap 'mako_r' which already exists. mpl_cm.register_cmap ( _name + \"_r\" , _cmap_r ) /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1582: UserWarning: Trying to register the cmap 'icefire' which already exists. mpl_cm.register_cmap ( _name, _cmap ) /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1583: UserWarning: Trying to register the cmap 'icefire_r' which already exists. mpl_cm.register_cmap ( _name + \"_r\" , _cmap_r ) /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1582: UserWarning: Trying to register the cmap 'vlag' which already exists. mpl_cm.register_cmap ( _name, _cmap ) /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1583: UserWarning: Trying to register the cmap 'vlag_r' which already exists. mpl_cm.register_cmap ( _name + \"_r\" , _cmap_r ) /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1582: UserWarning: Trying to register the cmap 'flare' which already exists. mpl_cm.register_cmap ( _name, _cmap ) /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1583: UserWarning: Trying to register the cmap 'flare_r' which already exists. mpl_cm.register_cmap ( _name + \"_r\" , _cmap_r ) /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1582: UserWarning: Trying to register the cmap 'crest' which already exists. mpl_cm.register_cmap ( _name, _cmap ) /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1583: UserWarning: Trying to register the cmap 'crest_r' which already exists. mpl_cm.register_cmap ( _name + \"_r\" , _cmap_r ) from wfmap.data import load_data from wfmap import wafermap data = load_data () fig = wafermap ( data , 'MR' , wftype = 'UP3' ) Total running time of the script: ( 0 minutes 0.379 seconds) Download Python source code: plot_2_wafermap.py Download Jupyter notebook: plot_2_wafermap.ipynb Gallery generated by mkdocs-gallery","title":"WaferMap `wafermap`"},{"location":"generated/gallery/plot_2_wafermap/#wafermap-wafermap","text":"WaferMap with Distribution & Median Trend Subplots WaferMap add additional color distribution plot and trend charts by row/col around basic NumHeatmap.Color distribution plot shares the same limit as colorbar from heatmap. And vertical and horizonal trend charts is only diplayed when wftype is provided, since the grid line are using the pre-defined flash field boundary by wftype . Out: /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1582: UserWarning: Trying to register the cmap 'rocket' which already exists. mpl_cm.register_cmap ( _name, _cmap ) /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1583: UserWarning: Trying to register the cmap 'rocket_r' which already exists. mpl_cm.register_cmap ( _name + \"_r\" , _cmap_r ) /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1582: UserWarning: Trying to register the cmap 'mako' which already exists. mpl_cm.register_cmap ( _name, _cmap ) /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1583: UserWarning: Trying to register the cmap 'mako_r' which already exists. mpl_cm.register_cmap ( _name + \"_r\" , _cmap_r ) /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1582: UserWarning: Trying to register the cmap 'icefire' which already exists. mpl_cm.register_cmap ( _name, _cmap ) /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1583: UserWarning: Trying to register the cmap 'icefire_r' which already exists. mpl_cm.register_cmap ( _name + \"_r\" , _cmap_r ) /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1582: UserWarning: Trying to register the cmap 'vlag' which already exists. mpl_cm.register_cmap ( _name, _cmap ) /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1583: UserWarning: Trying to register the cmap 'vlag_r' which already exists. mpl_cm.register_cmap ( _name + \"_r\" , _cmap_r ) /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1582: UserWarning: Trying to register the cmap 'flare' which already exists. mpl_cm.register_cmap ( _name, _cmap ) /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1583: UserWarning: Trying to register the cmap 'flare_r' which already exists. mpl_cm.register_cmap ( _name + \"_r\" , _cmap_r ) /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1582: UserWarning: Trying to register the cmap 'crest' which already exists. mpl_cm.register_cmap ( _name, _cmap ) /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/seaborn/cm.py:1583: UserWarning: Trying to register the cmap 'crest_r' which already exists. mpl_cm.register_cmap ( _name + \"_r\" , _cmap_r ) from wfmap.data import load_data from wfmap import wafermap data = load_data () fig = wafermap ( data , 'MR' , wftype = 'UP3' ) Total running time of the script: ( 0 minutes 0.379 seconds) Download Python source code: plot_2_wafermap.py Download Jupyter notebook: plot_2_wafermap.ipynb Gallery generated by mkdocs-gallery","title":"WaferMap wafermap"},{"location":"generated/gallery/plot_3_defectmap/","text":"Note Click here to download the full example code DefectMap defectmap \u00b6 Wafer DefectMap with Pareto Subplot DefectMap is aimed for defect analysis, beside the defect distribution by cat_heatmap , yield summary and top defect statistics are also applied by using inset pie chart and bar chart subplot. Unlike in the cat_heatmap , categories are ordered by unique count in default. defectmap use the \u2018OK\u2019 as the top category and set it with lightgreen color. You can UAI other codes eg. \u2018BINA\u2019,\u2019BINB\u2019 as OK by update the ok_codes . import random from wfmap.data import load_data from wfmap import defectmap data = load_data () fig = defectmap ( data , 'DEFECT' ) Out: /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/wfmap-1.0.4-py3.9.egg/wfmap/__init__.py:209: FutureWarning: The series.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead. Above example used the default defect code from sample data, you change it to more reader-friendly and meaningful remark by modify the code_dict as below. code_dict = {} for code in data [ 'DEFECT' ] . unique (): if code . startswith ( 'S' ): code_dict [ code ] = random . choice ( [ 'QST Rej' , 'HDD Rej' , 'DP Rej' , 'VM Rej' ]) fig2 = defectmap ( data , 'DEFECT' , code_dict = code_dict ) Total running time of the script: ( 0 minutes 0.526 seconds) Download Python source code: plot_3_defectmap.py Download Jupyter notebook: plot_3_defectmap.ipynb Gallery generated by mkdocs-gallery","title":"DefectMap `defectmap`"},{"location":"generated/gallery/plot_3_defectmap/#defectmap-defectmap","text":"Wafer DefectMap with Pareto Subplot DefectMap is aimed for defect analysis, beside the defect distribution by cat_heatmap , yield summary and top defect statistics are also applied by using inset pie chart and bar chart subplot. Unlike in the cat_heatmap , categories are ordered by unique count in default. defectmap use the \u2018OK\u2019 as the top category and set it with lightgreen color. You can UAI other codes eg. \u2018BINA\u2019,\u2019BINB\u2019 as OK by update the ok_codes . import random from wfmap.data import load_data from wfmap import defectmap data = load_data () fig = defectmap ( data , 'DEFECT' ) Out: /Users/xlhaw/opt/anaconda3/envs/py39a/lib/python3.9/site-packages/wfmap-1.0.4-py3.9.egg/wfmap/__init__.py:209: FutureWarning: The series.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead. Above example used the default defect code from sample data, you change it to more reader-friendly and meaningful remark by modify the code_dict as below. code_dict = {} for code in data [ 'DEFECT' ] . unique (): if code . startswith ( 'S' ): code_dict [ code ] = random . choice ( [ 'QST Rej' , 'HDD Rej' , 'DP Rej' , 'VM Rej' ]) fig2 = defectmap ( data , 'DEFECT' , code_dict = code_dict ) Total running time of the script: ( 0 minutes 0.526 seconds) Download Python source code: plot_3_defectmap.py Download Jupyter notebook: plot_3_defectmap.ipynb Gallery generated by mkdocs-gallery","title":"DefectMap defectmap"},{"location":"generated/gallery/plot_4_incmap/","text":"Note Click here to download the full example code IncomingMap \u00b6 Combined WaferMap for Wafer Incoming Data IncomingMap is an horizontal concatenation of multiple WaferMap for wafer incoming data. vsigmas is a dict which collects the estimated value sigma for heatmap/colorbar range determination. Items which only lists in the vsigmas will be plotted. You can adjust the vsigmas & title to customize your own wafermap combination. Below is a simple IncomingMap which contains two variables MR & HDI only. from wfmap.data import load_data from wfmap import create_incmap data = load_data () fig = create_incmap ( data , vsigmas = { 'MR' : 10 , 'HDI' : 1 }) Total running time of the script: ( 0 minutes 0.363 seconds) Download Python source code: plot_4_incmap.py Download Jupyter notebook: plot_4_incmap.ipynb Gallery generated by mkdocs-gallery","title":"IncomingMap"},{"location":"generated/gallery/plot_4_incmap/#incomingmap","text":"Combined WaferMap for Wafer Incoming Data IncomingMap is an horizontal concatenation of multiple WaferMap for wafer incoming data. vsigmas is a dict which collects the estimated value sigma for heatmap/colorbar range determination. Items which only lists in the vsigmas will be plotted. You can adjust the vsigmas & title to customize your own wafermap combination. Below is a simple IncomingMap which contains two variables MR & HDI only. from wfmap.data import load_data from wfmap import create_incmap data = load_data () fig = create_incmap ( data , vsigmas = { 'MR' : 10 , 'HDI' : 1 }) Total running time of the script: ( 0 minutes 0.363 seconds) Download Python source code: plot_4_incmap.py Download Jupyter notebook: plot_4_incmap.ipynb Gallery generated by mkdocs-gallery","title":"IncomingMap"},{"location":"generated/gallery/plot_5_wif_trend/","text":"Note Click here to download the full example code WIF Trend wif_trend \u00b6 Wafer Trend Charts by Flash Field For Single Variable WIF Trend gives you a clear view of within flash field & field to field tendency and distribution. Anormal waving or mountain shape pattern and shot-jump pattern could be easily spotted with this chart. Blue line is median trend by default which is less impacted by outliers, and orange area indicates the major distribution at the same WIF_COL . from wfmap.data import load_data from wfmap import wif_trend data = load_data () fig = wif_trend ( data , 'MR' ) The size of orange area is determined by majority , which means the center percentage of the whole distribution. To achieve similar quantile as boxplot could set majority=50 . fig2 = wif_trend ( data , 'MR' , majority = 50 ) Total running time of the script: ( 0 minutes 2.143 seconds) Download Python source code: plot_5_wif_trend.py Download Jupyter notebook: plot_5_wif_trend.ipynb Gallery generated by mkdocs-gallery","title":"WIF Trend `wif_trend`"},{"location":"generated/gallery/plot_5_wif_trend/#wif-trend-wif_trend","text":"Wafer Trend Charts by Flash Field For Single Variable WIF Trend gives you a clear view of within flash field & field to field tendency and distribution. Anormal waving or mountain shape pattern and shot-jump pattern could be easily spotted with this chart. Blue line is median trend by default which is less impacted by outliers, and orange area indicates the major distribution at the same WIF_COL . from wfmap.data import load_data from wfmap import wif_trend data = load_data () fig = wif_trend ( data , 'MR' ) The size of orange area is determined by majority , which means the center percentage of the whole distribution. To achieve similar quantile as boxplot could set majority=50 . fig2 = wif_trend ( data , 'MR' , majority = 50 ) Total running time of the script: ( 0 minutes 2.143 seconds) Download Python source code: plot_5_wif_trend.py Download Jupyter notebook: plot_5_wif_trend.ipynb Gallery generated by mkdocs-gallery","title":"WIF Trend wif_trend"},{"location":"generated/gallery/plot_6_wif_trends/","text":"Note Click here to download the full example code WIF Trends wif_trends \u00b6 Wafer Trend Charts by Flash Field For Multiple Variables Slightly different from wif_trend , WIF Trends removes the orange area highlight for major distribution and focus on the median trend comparison between different variables. Further, for the sake of brevity and aesthetics, max number of variables to plot is limited to 4. Below is an example trend chart of the wafer level MR Resistence for both R1 & R2. Please be noted this chart is only recommended for variables which share similar range. When the mean or sigma is much different, please consider using the twin_trends instead. from wfmap.data import load_data from wfmap import wif_trends data = load_data () fig = wif_trends ( data , [ 'MR' , 'MR2' ]) Total running time of the script: ( 0 minutes 0.939 seconds) Download Python source code: plot_6_wif_trends.py Download Jupyter notebook: plot_6_wif_trends.ipynb Gallery generated by mkdocs-gallery","title":"WIF Trends `wif_trends`"},{"location":"generated/gallery/plot_6_wif_trends/#wif-trends-wif_trends","text":"Wafer Trend Charts by Flash Field For Multiple Variables Slightly different from wif_trend , WIF Trends removes the orange area highlight for major distribution and focus on the median trend comparison between different variables. Further, for the sake of brevity and aesthetics, max number of variables to plot is limited to 4. Below is an example trend chart of the wafer level MR Resistence for both R1 & R2. Please be noted this chart is only recommended for variables which share similar range. When the mean or sigma is much different, please consider using the twin_trends instead. from wfmap.data import load_data from wfmap import wif_trends data = load_data () fig = wif_trends ( data , [ 'MR' , 'MR2' ]) Total running time of the script: ( 0 minutes 0.939 seconds) Download Python source code: plot_6_wif_trends.py Download Jupyter notebook: plot_6_wif_trends.ipynb Gallery generated by mkdocs-gallery","title":"WIF Trends wif_trends"},{"location":"generated/gallery/plot_7_twin_trends/","text":"Note Click here to download the full example code TwinY Trends twin_trends \u00b6 Wafer Trend Charts by Flash Field with Dual Y-axis Have the advantage of double Y-axis, we\u2019re able to put two very different variables into same subplot for comparison. Take below chart for example, there\u2019s ~200ohm gap between MR & MRR , yet two variables have similar sigma. You can find that MR basically overlaps with MRR , the correlation between MR & `MRR could be easily deduced from this chart. from wfmap.data import load_data from wfmap import twin_trends import scipy.stats.distributions as dist data = load_data () . query ( '80 - - - https://www.wfmap.ml/ - 2022-10-24 - daily - - - https://www.wfmap.ml/changelog/ - 2022-10-24 - daily - - - https://www.wfmap.ml/data/ - 2022-10-24 - daily - - - https://www.wfmap.ml/docstrings/ - 2022-10-24 - daily - - - https://www.wfmap.ml/gui/ - 2022-10-24 - daily - - - https://www.wfmap.ml/generated/gallery/ - 2022-10-24 - daily - - - https://www.wfmap.ml/generated/gallery/mg_execution_times/ - 2022-10-24 - daily - - - https://www.wfmap.ml/generated/gallery/plot_0_nheatmap/ - 2022-10-24 - daily - - - https://www.wfmap.ml/generated/gallery/plot_1_cheatmap/ - 2022-10-24 - daily - - - https://www.wfmap.ml/generated/gallery/plot_2_wafermap/ - 2022-10-24 - daily - - - https://www.wfmap.ml/generated/gallery/plot_3_defectmap/ - 2022-10-24 - daily - - - https://www.wfmap.ml/generated/gallery/plot_4_incmap/ - 2022-10-24 - daily - - - https://www.wfmap.ml/generated/gallery/plot_5_wif_trend/ - 2022-10-24 - daily - - - https://www.wfmap.ml/generated/gallery/plot_6_wif_trends/ - 2022-10-24 - daily - - - https://www.wfmap.ml/generated/gallery/plot_7_twin_trends/ - 2022-10-24 - daily - - - https://www.wfmap.ml/generated/gallery/plot_8_wif_corrplot/ - 2022-10-24 - daily - - \ No newline at end of file diff --git a/site/sitemap.xml.gz b/site/sitemap.xml.gz deleted file mode 100644 index e21e026656cc184de56f0050ff53d6f376c52cd5..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 331 zcmV-R0kr-fiwFqgYgS_d|8r?{Wo=<_E_iKh0M*vPZiFBZ2H^WXh4H?kcH3?nb#Hxw z_Dl$jNP=Ktw(P!rao4mSdubwEl=08x3n3Gm(`D4z7dWr1Y4fTm^9&5PLK)fSAMbDb zV}9y(&Dm)Wn8mR1Z9X7QuY`mU3a=1GHu=IjNjx9o#*?K;%Hk#Oc3E6=gZtZUHQMrS z?&6m=p^y1u)TANvr*)Ef9Ifc;vaa`4xvvi~veZ^FJ}@JpcktN>ru4NTtIC}~ehh!s z+IBjS#3=O1{^~WL^7?xT{rI=C4~#{GsY=FQH|g?PoA_z zT2eCr!+91Z;jJi7%3IUGdT_~jAE

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