From 1aa5f504ae1599e2a2f7557ae8a4bd467084a2ac Mon Sep 17 00:00:00 2001 From: Ivan Berezhnoy Date: Tue, 16 Jul 2024 22:51:23 +0300 Subject: [PATCH] Add new note about Memory management in Python, image for this note and try to add Search and Copy code functions --- config/_default/hugo.toml | 2 +- config/_default/params.toml | 6 +- content/posts/Mark_Lutz/index.md | 9 +- content/posts/collections/index.md | 2 +- content/posts/csv_json/index.md | 2 +- content/posts/date_and_time_1/index.md | 2 +- content/posts/date_and_time_2/index.md | 2 +- content/posts/deep_bool_oper_python/index.md | 13 +- content/posts/frac_dec_compl/index.md | 2 +- content/posts/functions/index.md | 2 +- content/posts/memory_python/arena.png | Bin 0 -> 20014 bytes .../posts/memory_python/arena_pool_block.png | Bin 0 -> 31084 bytes content/posts/memory_python/feature.png | Bin 0 -> 777651 bytes content/posts/memory_python/index.md | 204 ++ content/posts/os_shutil_shelve/index.md | 2 +- 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resources/_gen/images/posts/memory_python/feature_hue396c9e50da9db3fda9e674ae334331a_780760_600x0_resize_box_3.png diff --git a/config/_default/hugo.toml b/config/_default/hugo.toml index 0c1647f..f80148b 100644 --- a/config/_default/hugo.toml +++ b/config/_default/hugo.toml @@ -10,7 +10,7 @@ publishDir = "docs" # pluralizeListTitles = "true" # hugo function useful for non-english languages, find out more in https://gohugo.io/getting-started/configuration/#pluralizelisttitles enableRobotsTXT = true -paginate = 15 +paginate = 30 summaryLength = 0 buildDrafts = false diff --git a/config/_default/params.toml b/config/_default/params.toml index a1247ab..b2b0749 100644 --- a/config/_default/params.toml +++ b/config/_default/params.toml @@ -10,8 +10,8 @@ defaultAppearance = "dark" # valid options: light or dark autoSwitchAppearance = true favicon = "favicon.ico" -enableSearch = false -enableCodeCopy = false +enableSearch = true +enableCodeCopy = true # mainSections = ["notes"] # robots = "" @@ -24,7 +24,7 @@ defaultFeaturedImage = "/img/traffic.svg" # used as default for featured images highlightCurrentMenuArea = true smartTOC = true -smartTOCHideUnfocusedChildren = true +smartTOCHideUnfocusedChildren = false [header] layout = "fixed-fill-blur" # valid options: basic, fixed, fixed-fill, fixed-gradient, fixed-fill-blur diff --git a/content/posts/Mark_Lutz/index.md b/content/posts/Mark_Lutz/index.md index 9f105cf..0884a83 100644 --- a/content/posts/Mark_Lutz/index.md +++ b/content/posts/Mark_Lutz/index.md @@ -91,12 +91,17 @@ tags: ["python"] ### Что нового * Unicode — это стандарт, который определяет уникальные числовые коды (code points) для каждого символа в различных письменных системах мира; UTF-8 (Unicode Transformation Format) — кодировка, представляющая эти числовые коды в последовательности байтов. -* Существует стиль форматирования строк, в котором используются `%`. Пользоваться им нет смысла, так как существуют более свежие и быстрые альтернативы (f-string), но полезно для общего развития. Пример: +* Существует стиль форматирования строк, в котором используются `%`. Лично я не вижу смысла им пользоваться, так как существуют более свежие и быстрые альтернативы (`f-strings`, `format()`), но полезно для общего развития. Пример: ```py name = "Ivan" +print('Hello, %s' % name) print('%s, my friend %s' % ('Hello', name)) +``` -# Вывод: Hello, my friend Ivan +``` +# Вывод: +Hello, Ivan +Hello, my friend Ivan ``` * Забывшееся: в один принт можно читабельно (без прописывания литералов) уместить многострочный текст, обрамляя его тремя парами кавычек: diff --git a/content/posts/collections/index.md b/content/posts/collections/index.md index 3143ed5..93bfcc1 100644 --- a/content/posts/collections/index.md +++ b/content/posts/collections/index.md @@ -5,7 +5,7 @@ draft: false description: "" tags: ["python", "datatypes"] series: ["Python"] -series_order: 1 +series_order: 2 --- {{< lead >}} diff --git a/content/posts/csv_json/index.md b/content/posts/csv_json/index.md index f22ef6a..4ff2df2 100644 --- a/content/posts/csv_json/index.md +++ b/content/posts/csv_json/index.md @@ -5,7 +5,7 @@ draft: false description: "" tags: ["python", "files", "modules"] series: ["Python"] -series_order: 10 +series_order: 11 --- {{< lead >}} diff --git a/content/posts/date_and_time_1/index.md b/content/posts/date_and_time_1/index.md index 719b334..7709bcb 100644 --- a/content/posts/date_and_time_1/index.md +++ b/content/posts/date_and_time_1/index.md @@ -5,7 +5,7 @@ draft: false description: "" tags: ["python", "datetime", "date", "modules", "datatypes"] series: ["Python"] -series_order: 7 +series_order: 8 --- {{< lead >}} diff --git a/content/posts/date_and_time_2/index.md b/content/posts/date_and_time_2/index.md index 620b856..55f8987 100644 --- a/content/posts/date_and_time_2/index.md +++ b/content/posts/date_and_time_2/index.md @@ -5,7 +5,7 @@ draft: false description: "" tags: ["python", "time", "calendar", "modules", "datatypes"] series: ["Python"] -series_order: 8 +series_order: 9 --- {{< lead >}} diff --git a/content/posts/deep_bool_oper_python/index.md b/content/posts/deep_bool_oper_python/index.md index 487adeb..ca5effe 100644 --- a/content/posts/deep_bool_oper_python/index.md +++ b/content/posts/deep_bool_oper_python/index.md @@ -140,7 +140,8 @@ print(not 1 == 2 or 3 == 3 and 5 == 6) # Вывод: True ``` -Согласно приоритету операторов в первую очередь вычисляются выражения `1 == 2`, `3 == 3` и `5 == 6`, в результате чего исходное выражение принимает вид `not False or True and False`. Далее выполняется оператор `not`, возвращая значение `True`, после него — оператор `and`, возвращая значение `False`. Выражение принимает вид `True or False`. Последним выполняется оператор `or`, возвращая общий результат выражения — значение `True` !(считаю это неточным утверждением, ведь оператор `or` может сразу завершать работу после вычисления `not 1 == 2`, что подтвердилось в ходе проверки)!. +Согласно приоритету операторов в первую очередь вычисляются выражения `1 == 2`, `3 == 3` и `5 == 6`, в результате чего исходное выражение принимает вид `not False or True and False`. Далее выполняется оператор `not`, возвращая значение `True`, после него — оператор `and`, возвращая значение `False`. Выражение принимает вид `True or False`. Последним выполняется оператор `or`, возвращая общий результат выражения — значение `True`. +P.S. На самом деле после вычиления `not 1 == 2` оператор `or` сразу вернёт `True`, не вычисляя правую часть. --- ## Цепочки сравнений @@ -213,4 +214,12 @@ print(a == b in [True]) # Вывод: False False -``` \ No newline at end of file +``` + +--- + +**Основной источник:** https://habr.com/ru/articles/824170/ + +Доп. источники: +* https://docs-python.ru/tutorial/operatsii-and-or-not-python/ +* https://stackoverflow.com/questions/39983695/what-is-truthy-and-falsy-how-is-it-different-from-true-and-false \ No newline at end of file diff --git a/content/posts/frac_dec_compl/index.md b/content/posts/frac_dec_compl/index.md index 9177bab..686882a 100644 --- a/content/posts/frac_dec_compl/index.md +++ b/content/posts/frac_dec_compl/index.md @@ -5,7 +5,7 @@ draft: false description: "" tags: ["python", "datatypes"] series: ["Python"] -series_order: 3 +series_order: 4 --- {{< lead >}} diff --git a/content/posts/functions/index.md b/content/posts/functions/index.md index 70d6746..30559c4 100644 --- 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u,d,p,v,b,y,T,_,A,P,R;if(this.primaryTextColor=this.primaryTextColor||(this.darkMode?"#eee":"#333"),this.secondaryColor=this.secondaryColor||In(this.primaryColor,{h:-120}),this.tertiaryColor=this.tertiaryColor||In(this.primaryColor,{h:180,l:5}),this.primaryBorderColor=this.primaryBorderColor||Tp(this.primaryColor,this.darkMode),this.secondaryBorderColor=this.secondaryBorderColor||Tp(this.secondaryColor,this.darkMode),this.tertiaryBorderColor=this.tertiaryBorderColor||Tp(this.tertiaryColor,this.darkMode),this.noteBorderColor=this.noteBorderColor||Tp(this.noteBkgColor,this.darkMode),this.noteBkgColor=this.noteBkgColor||"#fff5ad",this.noteTextColor=this.noteTextColor||"#333",this.secondaryTextColor=this.secondaryTextColor||Vi(this.secondaryColor),this.tertiaryTextColor=this.tertiaryTextColor||Vi(this.tertiaryColor),this.lineColor=this.lineColor||Vi(this.background),this.arrowheadColor=this.arrowheadColor||Vi(this.background),this.textColor=this.textColor||this.primaryTextColor,this.border2=this.border2||this.tertiaryBorderColor,this.nodeBkg=this.nodeBkg||this.primaryColor,this.mainBkg=this.mainBkg||this.primaryColor,this.nodeBorder=this.nodeBorder||this.primaryBorderColor,this.clusterBkg=this.clusterBkg||this.tertiaryColor,this.clusterBorder=this.clusterBorder||this.tertiaryBorderColor,this.defaultLinkColor=this.defaultLinkColor||this.lineColor,this.titleColor=this.titleColor||this.tertiaryTextColor,this.edgeLabelBackground=this.edgeLabelBackground||(this.darkMode?fa(this.secondaryColor,30):this.secondaryColor),this.nodeTextColor=this.nodeTextColor||this.primaryTextColor,this.actorBorder=this.actorBorder||this.primaryBorderColor,this.actorBkg=this.actorBkg||this.mainBkg,this.actorTextColor=this.actorTextColor||this.primaryTextColor,this.actorLineColor=this.actorLineColor||"grey",this.labelBoxBkgColor=this.labelBoxBkgColor||this.actorBkg,this.signalColor=this.signalColor||this.textColor,this.signalTextColor=this.signalTextColor||this.textColor,this.labelBoxBorderColor=this.labelBoxBorderColor||this.actorBorder,this.labelTextColor=this.labelTextColor||this.actorTextColor,this.loopTextColor=this.loopTextColor||this.actorTextColor,this.activationBorderColor=this.activationBorderColor||fa(this.secondaryColor,10),this.activationBkgColor=this.activationBkgColor||this.secondaryColor,this.sequenceNumberColor=this.sequenceNumberColor||Vi(this.lineColor),this.sectionBkgColor=this.sectionBkgColor||this.tertiaryColor,this.altSectionBkgColor=this.altSectionBkgColor||"white",this.sectionBkgColor=this.sectionBkgColor||this.secondaryColor,this.sectionBkgColor2=this.sectionBkgColor2||this.primaryColor,this.excludeBkgColor=this.excludeBkgColor||"#eeeeee",this.taskBorderColor=this.taskBorderColor||this.primaryBorderColor,this.taskBkgColor=this.taskBkgColor||this.primaryColor,this.activeTaskBorderColor=this.activeTaskBorderColor||this.primaryColor,this.activeTaskBkgColor=this.activeTaskBkgColor||Gs(this.primaryColor,23),this.gridColor=this.gridColor||"lightgrey",this.doneTaskBkgColor=this.doneTaskBkgColor||"lightgrey",this.doneTaskBorderColor=this.doneTaskBorderColor||"grey",this.critBorderColor=this.critBorderColor||"#ff8888",this.critBkgColor=this.critBkgColor||"red",this.todayLineColor=this.todayLineColor||"red",this.taskTextColor=this.taskTextColor||this.textColor,this.taskTextOutsideColor=this.taskTextOutsideColor||this.textColor,this.taskTextLightColor=this.taskTextLightColor||this.textColor,this.taskTextColor=this.taskTextColor||this.primaryTextColor,this.taskTextDarkColor=this.taskTextDarkColor||this.textColor,this.taskTextClickableColor=this.taskTextClickableColor||"#003163",this.personBorder=this.personBorder||this.primaryBorderColor,this.personBkg=this.personBkg||this.mainBkg,this.transitionColor=this.transitionColor||this.lineColor,this.transitionLabelColor=this.transitionLabelColor||this.textColor,this.stateLabelColor=this.stateLabelColor||this.stateBkg||this.primaryTextColor,this.stateBkg=this.stateBkg||this.mainBkg,this.labelBackgroundColor=this.labelBackgroundColor||this.stateBkg,this.compositeBackground=this.compositeBackground||this.background||this.tertiaryColor,this.altBackground=this.altBackground||this.tertiaryColor,this.compositeTitleBackground=this.compositeTitleBackground||this.mainBkg,this.compositeBorder=this.compositeBorder||this.nodeBorder,this.innerEndBackground=this.nodeBorder,this.errorBkgColor=this.errorBkgColor||this.tertiaryColor,this.errorTextColor=this.errorTextColor||this.tertiaryTextColor,this.transitionColor=this.transitionColor||this.lineColor,this.specialStateColor=this.lineColor,this.cScale0=this.cScale0||this.primaryColor,this.cScale1=this.cScale1||this.secondaryColor,this.cScale2=this.cScale2||this.tertiaryColor,this.cScale3=this.cScale3||In(this.primaryColor,{h:30}),this.cScale4=this.cScale4||In(this.primaryColor,{h:60}),this.cScale5=this.cScale5||In(this.primaryColor,{h:90}),this.cScale6=this.cScale6||In(this.primaryColor,{h:120}),this.cScale7=this.cScale7||In(this.primaryColor,{h:150}),this.cScale8=this.cScale8||In(this.primaryColor,{h:210,l:150}),this.cScale9=this.cScale9||In(this.primaryColor,{h:270}),this.cScale10=this.cScale10||In(this.primaryColor,{h:300}),this.cScale11=this.cScale11||In(this.primaryColor,{h:330}),this.darkMode)for(let F=0;F{this[d]=s[d]}),this.updateColors(),u.forEach(d=>{this[d]=s[d]})}};const MPt=i=>{const s=new LPt;return s.calculate(i),s};let DPt=class{constructor(){this.background="#333",this.primaryColor="#1f2020",this.secondaryColor=Gs(this.primaryColor,16),this.tertiaryColor=In(this.primaryColor,{h:-160}),this.primaryBorderColor=Vi(this.background),this.secondaryBorderColor=Tp(this.secondaryColor,this.darkMode),this.tertiaryBorderColor=Tp(this.tertiaryColor,this.darkMode),this.primaryTextColor=Vi(this.primaryColor),this.secondaryTextColor=Vi(this.secondaryColor),this.tertiaryTextColor=Vi(this.tertiaryColor),this.lineColor=Vi(this.background),this.textColor=Vi(this.background),this.mainBkg="#1f2020",this.secondBkg="calculated",this.mainContrastColor="lightgrey",this.darkTextColor=Gs(Vi("#323D47"),10),this.lineColor="calculated",this.border1="#81B1DB",this.border2=SC(255,255,255,.25),this.arrowheadColor="calculated",this.fontFamily='"trebuchet ms", verdana, arial, sans-serif',this.fontSize="16px",this.labelBackground="#181818",this.textColor="#ccc",this.THEME_COLOR_LIMIT=12,this.nodeBkg="calculated",this.nodeBorder="calculated",this.clusterBkg="calculated",this.clusterBorder="calculated",this.defaultLinkColor="calculated",this.titleColor="#F9FFFE",this.edgeLabelBackground="calculated",this.actorBorder="calculated",this.actorBkg="calculated",this.actorTextColor="calculated",this.actorLineColor="calculated",this.signalColor="calculated",this.signalTextColor="calculated",this.labelBoxBkgColor="calculated",this.labelBoxBorderColor="calculated",this.labelTextColor="calculated",this.loopTextColor="calculated",this.noteBorderColor="calculated",this.noteBkgColor="#fff5ad",this.noteTextColor="calculated",this.activationBorderColor="calculated",this.activationBkgColor="calculated",this.sequenceNumberColor="black",this.sectionBkgColor=fa("#EAE8D9",30),this.altSectionBkgColor="calculated",this.sectionBkgColor2="#EAE8D9",this.excludeBkgColor=fa(this.sectionBkgColor,10),this.taskBorderColor=SC(255,255,255,70),this.taskBkgColor="calculated",this.taskTextColor="calculated",this.taskTextLightColor="calculated",this.taskTextOutsideColor="calculated",this.taskTextClickableColor="#003163",this.activeTaskBorderColor=SC(255,255,255,50),this.activeTaskBkgColor="#81B1DB",this.gridColor="calculated",this.doneTaskBkgColor="calculated",this.doneTaskBorderColor="grey",this.critBorderColor="#E83737",this.critBkgColor="#E83737",this.taskTextDarkColor="calculated",this.todayLineColor="#DB5757",this.personBorder=this.primaryBorderColor,this.personBkg=this.mainBkg,this.labelColor="calculated",this.errorBkgColor="#a44141",this.errorTextColor="#ddd"}updateColors(){var s,u,d,p,v,b,y,T,_,A,P;this.secondBkg=Gs(this.mainBkg,16),this.lineColor=this.mainContrastColor,this.arrowheadColor=this.mainContrastColor,this.nodeBkg=this.mainBkg,this.nodeBorder=this.border1,this.clusterBkg=this.secondBkg,this.clusterBorder=this.border2,this.defaultLinkColor=this.lineColor,this.edgeLabelBackground=Gs(this.labelBackground,25),this.actorBorder=this.border1,this.actorBkg=this.mainBkg,this.actorTextColor=this.mainContrastColor,this.actorLineColor=this.mainContrastColor,this.signalColor=this.mainContrastColor,this.signalTextColor=this.mainContrastColor,this.labelBoxBkgColor=this.actorBkg,this.labelBoxBorderColor=this.actorBorder,this.labelTextColor=this.mainContrastColor,this.loopTextColor=this.mainContrastColor,this.noteBorderColor=this.secondaryBorderColor,this.noteBkgColor=this.secondBkg,this.noteTextColor=this.secondaryTextColor,this.activationBorderColor=this.border1,this.activationBkgColor=this.secondBkg,this.altSectionBkgColor=this.background,this.taskBkgColor=Gs(this.mainBkg,23),this.taskTextColor=this.darkTextColor,this.taskTextLightColor=this.mainContrastColor,this.taskTextOutsideColor=this.taskTextLightColor,this.gridColor=this.mainContrastColor,this.doneTaskBkgColor=this.mainContrastColor,this.taskTextDarkColor=this.darkTextColor,this.transitionColor=this.transitionColor||this.lineColor,this.transitionLabelColor=this.transitionLabelColor||this.textColor,this.stateLabelColor=this.stateLabelColor||this.stateBkg||this.primaryTextColor,this.stateBkg=this.stateBkg||this.mainBkg,this.labelBackgroundColor=this.labelBackgroundColor||this.stateBkg,this.compositeBackground=this.compositeBackground||this.background||this.tertiaryColor,this.altBackground=this.altBackground||"#555",this.compositeTitleBackground=this.compositeTitleBackground||this.mainBkg,this.compositeBorder=this.compositeBorder||this.nodeBorder,this.innerEndBackground=this.primaryBorderColor,this.specialStateColor="#f4f4f4",this.errorBkgColor=this.errorBkgColor||this.tertiaryColor,this.errorTextColor=this.errorTextColor||this.tertiaryTextColor,this.fillType0=this.primaryColor,this.fillType1=this.secondaryColor,this.fillType2=In(this.primaryColor,{h:64}),this.fillType3=In(this.secondaryColor,{h:64}),this.fillType4=In(this.primaryColor,{h:-64}),this.fillType5=In(this.secondaryColor,{h:-64}),this.fillType6=In(this.primaryColor,{h:128}),this.fillType7=In(this.secondaryColor,{h:128}),this.cScale1=this.cScale1||"#0b0000",this.cScale2=this.cScale2||"#4d1037",this.cScale3=this.cScale3||"#3f5258",this.cScale4=this.cScale4||"#4f2f1b",this.cScale5=this.cScale5||"#6e0a0a",this.cScale6=this.cScale6||"#3b0048",this.cScale7=this.cScale7||"#995a01",this.cScale8=this.cScale8||"#154706",this.cScale9=this.cScale9||"#161722",this.cScale10=this.cScale10||"#00296f",this.cScale11=this.cScale11||"#01629c",this.cScale12=this.cScale12||"#010029",this.cScale0=this.cScale0||this.primaryColor,this.cScale1=this.cScale1||this.secondaryColor,this.cScale2=this.cScale2||this.tertiaryColor,this.cScale3=this.cScale3||In(this.primaryColor,{h:30}),this.cScale4=this.cScale4||In(this.primaryColor,{h:60}),this.cScale5=this.cScale5||In(this.primaryColor,{h:90}),this.cScale6=this.cScale6||In(this.primaryColor,{h:120}),this.cScale7=this.cScale7||In(this.primaryColor,{h:150}),this.cScale8=this.cScale8||In(this.primaryColor,{h:210}),this.cScale9=this.cScale9||In(this.primaryColor,{h:270}),this.cScale10=this.cScale10||In(this.primaryColor,{h:300}),this.cScale11=this.cScale11||In(this.primaryColor,{h:330});for(let R=0;R{this[d]=s[d]}),this.updateColors(),u.forEach(d=>{this[d]=s[d]})}};const IPt=i=>{const s=new DPt;return s.calculate(i),s};let OPt=class{constructor(){this.background="#f4f4f4",this.primaryColor="#ECECFF",this.secondaryColor=In(this.primaryColor,{h:120}),this.secondaryColor="#ffffde",this.tertiaryColor=In(this.primaryColor,{h:-160}),this.primaryBorderColor=Tp(this.primaryColor,this.darkMode),this.secondaryBorderColor=Tp(this.secondaryColor,this.darkMode),this.tertiaryBorderColor=Tp(this.tertiaryColor,this.darkMode),this.primaryTextColor=Vi(this.primaryColor),this.secondaryTextColor=Vi(this.secondaryColor),this.tertiaryTextColor=Vi(this.tertiaryColor),this.lineColor=Vi(this.background),this.textColor=Vi(this.background),this.background="white",this.mainBkg="#ECECFF",this.secondBkg="#ffffde",this.lineColor="#333333",this.border1="#9370DB",this.border2="#aaaa33",this.arrowheadColor="#333333",this.fontFamily='"trebuchet ms", verdana, arial, sans-serif',this.fontSize="16px",this.labelBackground="#e8e8e8",this.textColor="#333",this.THEME_COLOR_LIMIT=12,this.nodeBkg="calculated",this.nodeBorder="calculated",this.clusterBkg="calculated",this.clusterBorder="calculated",this.defaultLinkColor="calculated",this.titleColor="calculated",this.edgeLabelBackground="calculated",this.actorBorder="calculated",this.actorBkg="calculated",this.actorTextColor="black",this.actorLineColor="grey",this.signalColor="calculated",this.signalTextColor="calculated",this.labelBoxBkgColor="calculated",this.labelBoxBorderColor="calculated",this.labelTextColor="calculated",this.loopTextColor="calculated",this.noteBorderColor="calculated",this.noteBkgColor="#fff5ad",this.noteTextColor="calculated",this.activationBorderColor="#666",this.activationBkgColor="#f4f4f4",this.sequenceNumberColor="white",this.sectionBkgColor="calculated",this.altSectionBkgColor="calculated",this.sectionBkgColor2="calculated",this.excludeBkgColor="#eeeeee",this.taskBorderColor="calculated",this.taskBkgColor="calculated",this.taskTextLightColor="calculated",this.taskTextColor=this.taskTextLightColor,this.taskTextDarkColor="calculated",this.taskTextOutsideColor=this.taskTextDarkColor,this.taskTextClickableColor="calculated",this.activeTaskBorderColor="calculated",this.activeTaskBkgColor="calculated",this.gridColor="calculated",this.doneTaskBkgColor="calculated",this.doneTaskBorderColor="calculated",this.critBorderColor="calculated",this.critBkgColor="calculated",this.todayLineColor="calculated",this.sectionBkgColor=SC(102,102,255,.49),this.altSectionBkgColor="white",this.sectionBkgColor2="#fff400",this.taskBorderColor="#534fbc",this.taskBkgColor="#8a90dd",this.taskTextLightColor="white",this.taskTextColor="calculated",this.taskTextDarkColor="black",this.taskTextOutsideColor="calculated",this.taskTextClickableColor="#003163",this.activeTaskBorderColor="#534fbc",this.activeTaskBkgColor="#bfc7ff",this.gridColor="lightgrey",this.doneTaskBkgColor="lightgrey",this.doneTaskBorderColor="grey",this.critBorderColor="#ff8888",this.critBkgColor="red",this.todayLineColor="red",this.personBorder=this.primaryBorderColor,this.personBkg=this.mainBkg,this.labelColor="black",this.errorBkgColor="#552222",this.errorTextColor="#552222",this.updateColors()}updateColors(){var s,u,d,p,v,b,y,T,_,A,P;this.cScale0=this.cScale0||this.primaryColor,this.cScale1=this.cScale1||this.secondaryColor,this.cScale2=this.cScale2||this.tertiaryColor,this.cScale3=this.cScale3||In(this.primaryColor,{h:30}),this.cScale4=this.cScale4||In(this.primaryColor,{h:60}),this.cScale5=this.cScale5||In(this.primaryColor,{h:90}),this.cScale6=this.cScale6||In(this.primaryColor,{h:120}),this.cScale7=this.cScale7||In(this.primaryColor,{h:150}),this.cScale8=this.cScale8||In(this.primaryColor,{h:210}),this.cScale9=this.cScale9||In(this.primaryColor,{h:270}),this.cScale10=this.cScale10||In(this.primaryColor,{h:300}),this.cScale11=this.cScale11||In(this.primaryColor,{h:330}),this["cScalePeer1"]=this["cScalePeer1"]||fa(this.secondaryColor,45),this["cScalePeer2"]=this["cScalePeer2"]||fa(this.tertiaryColor,40);for(let R=0;R{this[d]=s[d]}),this.updateColors(),u.forEach(d=>{this[d]=s[d]})}};const f2e=i=>{const s=new OPt;return s.calculate(i),s};let NPt=class{constructor(){this.background="#f4f4f4",this.primaryColor="#cde498",this.secondaryColor="#cdffb2",this.background="white",this.mainBkg="#cde498",this.secondBkg="#cdffb2",this.lineColor="green",this.border1="#13540c",this.border2="#6eaa49",this.arrowheadColor="green",this.fontFamily='"trebuchet ms", verdana, arial, sans-serif',this.fontSize="16px",this.tertiaryColor=Gs("#cde498",10),this.primaryBorderColor=Tp(this.primaryColor,this.darkMode),this.secondaryBorderColor=Tp(this.secondaryColor,this.darkMode),this.tertiaryBorderColor=Tp(this.tertiaryColor,this.darkMode),this.primaryTextColor=Vi(this.primaryColor),this.secondaryTextColor=Vi(this.secondaryColor),this.tertiaryTextColor=Vi(this.primaryColor),this.lineColor=Vi(this.background),this.textColor=Vi(this.background),this.THEME_COLOR_LIMIT=12,this.nodeBkg="calculated",this.nodeBorder="calculated",this.clusterBkg="calculated",this.clusterBorder="calculated",this.defaultLinkColor="calculated",this.titleColor="#333",this.edgeLabelBackground="#e8e8e8",this.actorBorder="calculated",this.actorBkg="calculated",this.actorTextColor="black",this.actorLineColor="grey",this.signalColor="#333",this.signalTextColor="#333",this.labelBoxBkgColor="calculated",this.labelBoxBorderColor="#326932",this.labelTextColor="calculated",this.loopTextColor="calculated",this.noteBorderColor="calculated",this.noteBkgColor="#fff5ad",this.noteTextColor="calculated",this.activationBorderColor="#666",this.activationBkgColor="#f4f4f4",this.sequenceNumberColor="white",this.sectionBkgColor="#6eaa49",this.altSectionBkgColor="white",this.sectionBkgColor2="#6eaa49",this.excludeBkgColor="#eeeeee",this.taskBorderColor="calculated",this.taskBkgColor="#487e3a",this.taskTextLightColor="white",this.taskTextColor="calculated",this.taskTextDarkColor="black",this.taskTextOutsideColor="calculated",this.taskTextClickableColor="#003163",this.activeTaskBorderColor="calculated",this.activeTaskBkgColor="calculated",this.gridColor="lightgrey",this.doneTaskBkgColor="lightgrey",this.doneTaskBorderColor="grey",this.critBorderColor="#ff8888",this.critBkgColor="red",this.todayLineColor="red",this.personBorder=this.primaryBorderColor,this.personBkg=this.mainBkg,this.labelColor="black",this.errorBkgColor="#552222",this.errorTextColor="#552222"}updateColors(){var s,u,d,p,v,b,y,T,_,A,P;this.actorBorder=fa(this.mainBkg,20),this.actorBkg=this.mainBkg,this.labelBoxBkgColor=this.actorBkg,this.labelTextColor=this.actorTextColor,this.loopTextColor=this.actorTextColor,this.noteBorderColor=this.border2,this.noteTextColor=this.actorTextColor,this.cScale0=this.cScale0||this.primaryColor,this.cScale1=this.cScale1||this.secondaryColor,this.cScale2=this.cScale2||this.tertiaryColor,this.cScale3=this.cScale3||In(this.primaryColor,{h:30}),this.cScale4=this.cScale4||In(this.primaryColor,{h:60}),this.cScale5=this.cScale5||In(this.primaryColor,{h:90}),this.cScale6=this.cScale6||In(this.primaryColor,{h:120}),this.cScale7=this.cScale7||In(this.primaryColor,{h:150}),this.cScale8=this.cScale8||In(this.primaryColor,{h:210}),this.cScale9=this.cScale9||In(this.primaryColor,{h:270}),this.cScale10=this.cScale10||In(this.primaryColor,{h:300}),this.cScale11=this.cScale11||In(this.primaryColor,{h:330}),this["cScalePeer1"]=this["cScalePeer1"]||fa(this.secondaryColor,45),this["cScalePeer2"]=this["cScalePeer2"]||fa(this.tertiaryColor,40);for(let R=0;R{this[d]=s[d]}),this.updateColors(),u.forEach(d=>{this[d]=s[d]})}};const PPt=i=>{const s=new NPt;return s.calculate(i),s};class BPt{constructor(){this.primaryColor="#eee",this.contrast="#707070",this.secondaryColor=Gs(this.contrast,55),this.background="#ffffff",this.tertiaryColor=In(this.primaryColor,{h:-160}),this.primaryBorderColor=Tp(this.primaryColor,this.darkMode),this.secondaryBorderColor=Tp(this.secondaryColor,this.darkMode),this.tertiaryBorderColor=Tp(this.tertiaryColor,this.darkMode),this.primaryTextColor=Vi(this.primaryColor),this.secondaryTextColor=Vi(this.secondaryColor),this.tertiaryTextColor=Vi(this.tertiaryColor),this.lineColor=Vi(this.background),this.textColor=Vi(this.background),this.mainBkg="#eee",this.secondBkg="calculated",this.lineColor="#666",this.border1="#999",this.border2="calculated",this.note="#ffa",this.text="#333",this.critical="#d42",this.done="#bbb",this.arrowheadColor="#333333",this.fontFamily='"trebuchet ms", verdana, arial, sans-serif',this.fontSize="16px",this.THEME_COLOR_LIMIT=12,this.nodeBkg="calculated",this.nodeBorder="calculated",this.clusterBkg="calculated",this.clusterBorder="calculated",this.defaultLinkColor="calculated",this.titleColor="calculated",this.edgeLabelBackground="white",this.actorBorder="calculated",this.actorBkg="calculated",this.actorTextColor="calculated",this.actorLineColor="calculated",this.signalColor="calculated",this.signalTextColor="calculated",this.labelBoxBkgColor="calculated",this.labelBoxBorderColor="calculated",this.labelTextColor="calculated",this.loopTextColor="calculated",this.noteBorderColor="calculated",this.noteBkgColor="calculated",this.noteTextColor="calculated",this.activationBorderColor="#666",this.activationBkgColor="#f4f4f4",this.sequenceNumberColor="white",this.sectionBkgColor="calculated",this.altSectionBkgColor="white",this.sectionBkgColor2="calculated",this.excludeBkgColor="#eeeeee",this.taskBorderColor="calculated",this.taskBkgColor="calculated",this.taskTextLightColor="white",this.taskTextColor="calculated",this.taskTextDarkColor="calculated",this.taskTextOutsideColor="calculated",this.taskTextClickableColor="#003163",this.activeTaskBorderColor="calculated",this.activeTaskBkgColor="calculated",this.gridColor="calculated",this.doneTaskBkgColor="calculated",this.doneTaskBorderColor="calculated",this.critBkgColor="calculated",this.critBorderColor="calculated",this.todayLineColor="calculated",this.personBorder=this.primaryBorderColor,this.personBkg=this.mainBkg,this.labelColor="black",this.errorBkgColor="#552222",this.errorTextColor="#552222"}updateColors(){var s,u,d,p,v,b,y,T,_,A,P;this.secondBkg=Gs(this.contrast,55),this.border2=this.contrast,this.actorBorder=Gs(this.border1,23),this.actorBkg=this.mainBkg,this.actorTextColor=this.text,this.actorLineColor=this.lineColor,this.signalColor=this.text,this.signalTextColor=this.text,this.labelBoxBkgColor=this.actorBkg,this.labelBoxBorderColor=this.actorBorder,this.labelTextColor=this.text,this.loopTextColor=this.text,this.noteBorderColor="#999",this.noteBkgColor="#666",this.noteTextColor="#fff",this.cScale0=this.cScale0||"#555",this.cScale1=this.cScale1||"#F4F4F4",this.cScale2=this.cScale2||"#555",this.cScale3=this.cScale3||"#BBB",this.cScale4=this.cScale4||"#777",this.cScale5=this.cScale5||"#999",this.cScale6=this.cScale6||"#DDD",this.cScale7=this.cScale7||"#FFF",this.cScale8=this.cScale8||"#DDD",this.cScale9=this.cScale9||"#BBB",this.cScale10=this.cScale10||"#999",this.cScale11=this.cScale11||"#777";for(let R=0;R{this[d]=s[d]}),this.updateColors(),u.forEach(d=>{this[d]=s[d]})}}const E7={base:{getThemeVariables:MPt},dark:{getThemeVariables:IPt},default:{getThemeVariables:f2e},forest:{getThemeVariables:PPt},neutral:{getThemeVariables:i=>{const s=new BPt;return s.calculate(i),s}}},T7={flowchart:{useMaxWidth:!0,titleTopMargin:25,subGraphTitleMargin:{top:0,bottom:0},diagramPadding:8,htmlLabels:!0,nodeSpacing:50,rankSpacing:50,curve:"basis",padding:15,defaultRenderer:"dagre-wrapper",wrappingWidth:200},sequence:{useMaxWidth:!0,hideUnusedParticipants:!1,activationWidth:10,diagramMarginX:50,diagramMarginY:10,actorMargin:50,width:150,height:65,boxMargin:10,boxTextMargin:5,noteMargin:10,messageMargin:35,messageAlign:"center",mirrorActors:!0,forceMenus:!1,bottomMarginAdj:1,rightAngles:!1,showSequenceNumbers:!1,actorFontSize:14,actorFontFamily:'"Open Sans", sans-serif',actorFontWeight:400,noteFontSize:14,noteFontFamily:'"trebuchet ms", verdana, arial, sans-serif',noteFontWeight:400,noteAlign:"center",messageFontSize:16,messageFontFamily:'"trebuchet ms", verdana, arial, sans-serif',messageFontWeight:400,wrap:!1,wrapPadding:10,labelBoxWidth:50,labelBoxHeight:20},gantt:{useMaxWidth:!0,titleTopMargin:25,barHeight:20,barGap:4,topPadding:50,rightPadding:75,leftPadding:75,gridLineStartPadding:35,fontSize:11,sectionFontSize:11,numberSectionStyles:4,axisFormat:"%Y-%m-%d",topAxis:!1,displayMode:"",weekday:"sunday"},journey:{useMaxWidth:!0,diagramMarginX:50,diagramMarginY:10,leftMargin:150,width:150,height:50,boxMargin:10,boxTextMargin:5,noteMargin:10,messageMargin:35,messageAlign:"center",bottomMarginAdj:1,rightAngles:!1,taskFontSize:14,taskFontFamily:'"Open Sans", sans-serif',taskMargin:50,activationWidth:10,textPlacement:"fo",actorColours:["#8FBC8F","#7CFC00","#00FFFF","#20B2AA","#B0E0E6","#FFFFE0"],sectionFills:["#191970","#8B008B","#4B0082","#2F4F4F","#800000","#8B4513","#00008B"],sectionColours:["#fff"]},class:{useMaxWidth:!0,titleTopMargin:25,arrowMarkerAbsolute:!1,dividerMargin:10,padding:5,textHeight:10,defaultRenderer:"dagre-wrapper",htmlLabels:!1},state:{useMaxWidth:!0,titleTopMargin:25,dividerMargin:10,sizeUnit:5,padding:8,textHeight:10,titleShift:-15,noteMargin:10,forkWidth:70,forkHeight:7,miniPadding:2,fontSizeFactor:5.02,fontSize:24,labelHeight:16,edgeLengthFactor:"20",compositTitleSize:35,radius:5,defaultRenderer:"dagre-wrapper"},er:{useMaxWidth:!0,titleTopMargin:25,diagramPadding:20,layoutDirection:"TB",minEntityWidth:100,minEntityHeight:75,entityPadding:15,stroke:"gray",fill:"honeydew",fontSize:12},pie:{useMaxWidth:!0,textPosition:.75},quadrantChart:{useMaxWidth:!0,chartWidth:500,chartHeight:500,titleFontSize:20,titlePadding:10,quadrantPadding:5,xAxisLabelPadding:5,yAxisLabelPadding:5,xAxisLabelFontSize:16,yAxisLabelFontSize:16,quadrantLabelFontSize:16,quadrantTextTopPadding:5,pointTextPadding:5,pointLabelFontSize:12,pointRadius:5,xAxisPosition:"top",yAxisPosition:"left",quadrantInternalBorderStrokeWidth:1,quadrantExternalBorderStrokeWidth:2},xyChart:{useMaxWidth:!0,width:700,height:500,titleFontSize:20,titlePadding:10,showTitle:!0,xAxis:{$ref:"#/$defs/XYChartAxisConfig",showLabel:!0,labelFontSize:14,labelPadding:5,showTitle:!0,titleFontSize:16,titlePadding:5,showTick:!0,tickLength:5,tickWidth:2,showAxisLine:!0,axisLineWidth:2},yAxis:{$ref:"#/$defs/XYChartAxisConfig",showLabel:!0,labelFontSize:14,labelPadding:5,showTitle:!0,titleFontSize:16,titlePadding:5,showTick:!0,tickLength:5,tickWidth:2,showAxisLine:!0,axisLineWidth:2},chartOrientation:"vertical",plotReservedSpacePercent:50},requirement:{useMaxWidth:!0,rect_fill:"#f9f9f9",text_color:"#333",rect_border_size:"0.5px",rect_border_color:"#bbb",rect_min_width:200,rect_min_height:200,fontSize:14,rect_padding:10,line_height:20},mindmap:{useMaxWidth:!0,padding:10,maxNodeWidth:200},timeline:{useMaxWidth:!0,diagramMarginX:50,diagramMarginY:10,leftMargin:150,width:150,height:50,boxMargin:10,boxTextMargin:5,noteMargin:10,messageMargin:35,messageAlign:"center",bottomMarginAdj:1,rightAngles:!1,taskFontSize:14,taskFontFamily:'"Open Sans", sans-serif',taskMargin:50,activationWidth:10,textPlacement:"fo",actorColours:["#8FBC8F","#7CFC00","#00FFFF","#20B2AA","#B0E0E6","#FFFFE0"],sectionFills:["#191970","#8B008B","#4B0082","#2F4F4F","#800000","#8B4513","#00008B"],sectionColours:["#fff"],disableMulticolor:!1},gitGraph:{useMaxWidth:!0,titleTopMargin:25,diagramPadding:8,nodeLabel:{width:75,height:100,x:-25,y:0},mainBranchName:"main",mainBranchOrder:0,showCommitLabel:!0,showBranches:!0,rotateCommitLabel:!0,parallelCommits:!1,arrowMarkerAbsolute:!1},c4:{useMaxWidth:!0,diagramMarginX:50,diagramMarginY:10,c4ShapeMargin:50,c4ShapePadding:20,width:216,height:60,boxMargin:10,c4ShapeInRow:4,nextLinePaddingX:0,c4BoundaryInRow:2,personFontSize:14,personFontFamily:'"Open Sans", sans-serif',personFontWeight:"normal",external_personFontSize:14,external_personFontFamily:'"Open Sans", sans-serif',external_personFontWeight:"normal",systemFontSize:14,systemFontFamily:'"Open Sans", sans-serif',systemFontWeight:"normal",external_systemFontSize:14,external_systemFontFamily:'"Open Sans", sans-serif',external_systemFontWeight:"normal",system_dbFontSize:14,system_dbFontFamily:'"Open Sans", sans-serif',system_dbFontWeight:"normal",external_system_dbFontSize:14,external_system_dbFontFamily:'"Open Sans", sans-serif',external_system_dbFontWeight:"normal",system_queueFontSize:14,system_queueFontFamily:'"Open Sans", sans-serif',system_queueFontWeight:"normal",external_system_queueFontSize:14,external_system_queueFontFamily:'"Open Sans", sans-serif',external_system_queueFontWeight:"normal",boundaryFontSize:14,boundaryFontFamily:'"Open Sans", sans-serif',boundaryFontWeight:"normal",messageFontSize:12,messageFontFamily:'"Open Sans", sans-serif',messageFontWeight:"normal",containerFontSize:14,containerFontFamily:'"Open Sans", sans-serif',containerFontWeight:"normal",external_containerFontSize:14,external_containerFontFamily:'"Open Sans", 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v=p.tokens,b=this.consumeArgs(p.numArgs,p.delimiters);if(p.numArgs){v=v.slice();for(var y=v.length-1;y>=0;--y){var T=v[y];if(T.text==="#"){if(y===0)throw new Ci("Incomplete placeholder at end of macro body",T);if(T=v[--y],T.text==="#")v.splice(y+1,1);else if(/^[1-9]$/.test(T.text))v.splice(y,2,...b[+T.text-1]);else throw new Ci("Not a valid argument number",T)}}}return this.pushTokens(v),v.length}expandAfterFuture(){return this.expandOnce(),this.future()}expandNextToken(){for(;;)if(this.expandOnce()===!1){var s=this.stack.pop();return s.treatAsRelax&&(s.text="\\relax"),s}throw new Error}expandMacro(s){return this.macros.has(s)?this.expandTokens([new U4(s)]):void 0}expandTokens(s){var u=[],d=this.stack.length;for(this.pushTokens(s);this.stack.length>d;)if(this.expandOnce(!0)===!1){var p=this.stack.pop();p.treatAsRelax&&(p.noexpand=!1,p.treatAsRelax=!1),u.push(p)}return u}expandMacroAsText(s){var u=this.expandMacro(s);return u&&u.map(d=>d.text).join("")}_getExpansion(s){var u=this.macros.get(s);if(u==null)return u;if(s.length===1){var d=this.lexer.catcodes[s];if(d!=null&&d!==13)return}var p=typeof u=="function"?u(this):u;if(typeof p=="string"){var v=0;if(p.indexOf("#")!==-1)for(var b=p.replace(/##/g,"");b.indexOf("#"+(v+1))!==-1;)++v;for(var y=new hqe(p,this.settings),T=[],_=y.lex();_.text!=="EOF";)T.push(_),_=y.lex();T.reverse();var A={tokens:T,numArgs:v};return A}return p}isDefined(s){return this.macros.has(s)||L9.hasOwnProperty(s)||Ul.math.hasOwnProperty(s)||Ul.text.hasOwnProperty(s)||bqe.hasOwnProperty(s)}isExpandable(s){var u=this.macros.get(s);return u!=null?typeof u=="string"||typeof u=="function"||!u.unexpandable:L9.hasOwnProperty(s)&&!L9[s].primitive}}var mqe=/^[₊₋₌₍₎₀₁₂₃₄₅₆₇₈₉ₐₑₕᵢⱼₖₗₘₙₒₚᵣₛₜᵤᵥₓᵦᵧᵨᵩᵪ]/,TQ=Object.freeze({"₊":"+","₋":"-","₌":"=","₍":"(","₎":")","₀":"0","₁":"1","₂":"2","₃":"3","₄":"4","₅":"5","₆":"6","₇":"7","₈":"8","₉":"9","ₐ":"a","ₑ":"e","ₕ":"h","ᵢ":"i","ⱼ":"j","ₖ":"k","ₗ":"l","ₘ":"m","ₙ":"n","ₒ":"o","ₚ":"p","ᵣ":"r","ₛ":"s","ₜ":"t","ᵤ":"u","ᵥ":"v","ₓ":"x","ᵦ":"β","ᵧ":"γ","ᵨ":"ρ","ᵩ":"ϕ","ᵪ":"χ","⁺":"+","⁻":"-","⁼":"=","⁽":"(","⁾":")","⁰":"0","¹":"1","²":"2","³":"3","⁴":"4","⁵":"5","⁶":"6","⁷":"7","⁸":"8","⁹":"9","ᴬ":"A","ᴮ":"B","ᴰ":"D","ᴱ":"E","ᴳ":"G","ᴴ":"H","ᴵ":"I","ᴶ":"J","ᴷ":"K","ᴸ":"L","ᴹ":"M","ᴺ":"N","ᴼ":"O","ᴾ":"P","ᴿ":"R","ᵀ":"T","ᵁ":"U","ⱽ":"V","ᵂ":"W","ᵃ":"a","ᵇ":"b","ᶜ":"c","ᵈ":"d","ᵉ":"e","ᶠ":"f","ᵍ":"g",ʰ:"h","ⁱ":"i",ʲ:"j","ᵏ":"k",ˡ:"l","ᵐ":"m",ⁿ:"n","ᵒ":"o","ᵖ":"p",ʳ:"r",ˢ:"s","ᵗ":"t","ᵘ":"u","ᵛ":"v",ʷ:"w",ˣ:"x",ʸ:"y","ᶻ":"z","ᵝ":"β","ᵞ":"γ","ᵟ":"δ","ᵠ":"ϕ","ᵡ":"χ","ᶿ":"θ"}),Pbe={"́":{text:"\\'",math:"\\acute"},"̀":{text:"\\`",math:"\\grave"},"̈":{text:'\\"',math:"\\ddot"},"̃":{text:"\\~",math:"\\tilde"},"̄":{text:"\\=",math:"\\bar"},"̆":{text:"\\u",math:"\\breve"},"̌":{text:"\\v",math:"\\check"},"̂":{text:"\\^",math:"\\hat"},"̇":{text:"\\.",math:"\\dot"},"̊":{text:"\\r",math:"\\mathring"},"̋":{text:"\\H"},"̧":{text:"\\c"}},vqe={á:"á",à:"à",ä:"ä",ǟ:"ǟ",ã:"ã",ā:"ā",ă:"ă",ắ:"ắ",ằ:"ằ",ẵ:"ẵ",ǎ:"ǎ",â:"â",ấ:"ấ",ầ:"ầ",ẫ:"ẫ",ȧ:"ȧ",ǡ:"ǡ",å:"å",ǻ:"ǻ",ḃ:"ḃ",ć:"ć",ḉ:"ḉ",č:"č",ĉ:"ĉ",ċ:"ċ",ç:"ç",ď:"ď",ḋ:"ḋ",ḑ:"ḑ",é:"é",è:"è",ë:"ë",ẽ:"ẽ",ē:"ē",ḗ:"ḗ",ḕ:"ḕ",ĕ:"ĕ",ḝ:"ḝ",ě:"ě",ê:"ê",ế:"ế",ề:"ề",ễ:"ễ",ė:"ė",ȩ:"ȩ",ḟ:"ḟ",ǵ:"ǵ",ḡ:"ḡ",ğ:"ğ",ǧ:"ǧ",ĝ:"ĝ",ġ:"ġ",ģ:"ģ",ḧ:"ḧ",ȟ:"ȟ",ĥ:"ĥ",ḣ:"ḣ",ḩ:"ḩ",í:"í",ì:"ì",ï:"ï",ḯ:"ḯ",ĩ:"ĩ",ī:"ī",ĭ:"ĭ",ǐ:"ǐ",î:"î",ǰ:"ǰ",ĵ:"ĵ",ḱ:"ḱ",ǩ:"ǩ",ķ:"ķ",ĺ:"ĺ",ľ:"ľ",ļ:"ļ",ḿ:"ḿ",ṁ:"ṁ",ń:"ń",ǹ:"ǹ",ñ:"ñ",ň:"ň",ṅ:"ṅ",ņ:"ņ",ó:"ó",ò:"ò",ö:"ö",ȫ:"ȫ",õ:"õ",ṍ:"ṍ",ṏ:"ṏ",ȭ:"ȭ",ō:"ō",ṓ:"ṓ",ṑ:"ṑ",ŏ:"ŏ",ǒ:"ǒ",ô:"ô",ố:"ố",ồ:"ồ",ỗ:"ỗ",ȯ:"ȯ",ȱ:"ȱ",ő:"ő",ṕ:"ṕ",ṗ:"ṗ",ŕ:"ŕ",ř:"ř",ṙ:"ṙ",ŗ:"ŗ",ś:"ś",ṥ:"ṥ",š:"š",ṧ:"ṧ",ŝ:"ŝ",ṡ:"ṡ",ş:"ş",ẗ:"ẗ",ť:"ť",ṫ:"ṫ",ţ:"ţ",ú:"ú",ù:"ù",ü:"ü",ǘ:"ǘ",ǜ:"ǜ",ǖ:"ǖ",ǚ:"ǚ",ũ:"ũ",ṹ:"ṹ",ū:"ū",ṻ:"ṻ",ŭ:"ŭ",ǔ:"ǔ",û:"û",ů:"ů",ű:"ű",ṽ:"ṽ",ẃ:"ẃ",ẁ:"ẁ",ẅ:"ẅ",ŵ:"ŵ",ẇ:"ẇ",ẘ:"ẘ",ẍ:"ẍ",ẋ:"ẋ",ý:"ý",ỳ:"ỳ",ÿ:"ÿ",ỹ:"ỹ",ȳ:"ȳ",ŷ:"ŷ",ẏ:"ẏ",ẙ:"ẙ",ź:"ź",ž:"ž",ẑ:"ẑ",ż:"ż",Á:"Á",À:"À",Ä:"Ä",Ǟ:"Ǟ",Ã:"Ã",Ā:"Ā",Ă:"Ă",Ắ:"Ắ",Ằ:"Ằ",Ẵ:"Ẵ",Ǎ:"Ǎ",Â:"Â",Ấ:"Ấ",Ầ:"Ầ",Ẫ:"Ẫ",Ȧ:"Ȧ",Ǡ:"Ǡ",Å:"Å",Ǻ:"Ǻ",Ḃ:"Ḃ",Ć:"Ć",Ḉ:"Ḉ",Č:"Č",Ĉ:"Ĉ",Ċ:"Ċ",Ç:"Ç",Ď:"Ď",Ḋ:"Ḋ",Ḑ:"Ḑ",É:"É",È:"È",Ë:"Ë",Ẽ:"Ẽ",Ē:"Ē",Ḗ:"Ḗ",Ḕ:"Ḕ",Ĕ:"Ĕ",Ḝ:"Ḝ",Ě:"Ě",Ê:"Ê",Ế:"Ế",Ề:"Ề",Ễ:"Ễ",Ė:"Ė",Ȩ:"Ȩ",Ḟ:"Ḟ",Ǵ:"Ǵ",Ḡ:"Ḡ",Ğ:"Ğ",Ǧ:"Ǧ",Ĝ:"Ĝ",Ġ:"Ġ",Ģ:"Ģ",Ḧ:"Ḧ",Ȟ:"Ȟ",Ĥ:"Ĥ",Ḣ:"Ḣ",Ḩ:"Ḩ",Í:"Í",Ì:"Ì",Ï:"Ï",Ḯ:"Ḯ",Ĩ:"Ĩ",Ī:"Ī",Ĭ:"Ĭ",Ǐ:"Ǐ",Î:"Î",İ:"İ",Ĵ:"Ĵ",Ḱ:"Ḱ",Ǩ:"Ǩ",Ķ:"Ķ",Ĺ:"Ĺ",Ľ:"Ľ",Ļ:"Ļ",Ḿ:"Ḿ",Ṁ:"Ṁ",Ń:"Ń",Ǹ:"Ǹ",Ñ:"Ñ",Ň:"Ň",Ṅ:"Ṅ",Ņ:"Ņ",Ó:"Ó",Ò:"Ò",Ö:"Ö",Ȫ:"Ȫ",Õ:"Õ",Ṍ:"Ṍ",Ṏ:"Ṏ",Ȭ:"Ȭ",Ō:"Ō",Ṓ:"Ṓ",Ṑ:"Ṑ",Ŏ:"Ŏ",Ǒ:"Ǒ",Ô:"Ô",Ố:"Ố",Ồ:"Ồ",Ỗ:"Ỗ",Ȯ:"Ȯ",Ȱ:"Ȱ",Ő:"Ő",Ṕ:"Ṕ",Ṗ:"Ṗ",Ŕ:"Ŕ",Ř:"Ř",Ṙ:"Ṙ",Ŗ:"Ŗ",Ś:"Ś",Ṥ:"Ṥ",Š:"Š",Ṧ:"Ṧ",Ŝ:"Ŝ",Ṡ:"Ṡ",Ş:"Ş",Ť:"Ť",Ṫ:"Ṫ",Ţ:"Ţ",Ú:"Ú",Ù:"Ù",Ü:"Ü",Ǘ:"Ǘ",Ǜ:"Ǜ",Ǖ:"Ǖ",Ǚ:"Ǚ",Ũ:"Ũ",Ṹ:"Ṹ",Ū:"Ū",Ṻ:"Ṻ",Ŭ:"Ŭ",Ǔ:"Ǔ",Û:"Û",Ů:"Ů",Ű:"Ű",Ṽ:"Ṽ",Ẃ:"Ẃ",Ẁ:"Ẁ",Ẅ:"Ẅ",Ŵ:"Ŵ",Ẇ:"Ẇ",Ẍ:"Ẍ",Ẋ:"Ẋ",Ý:"Ý",Ỳ:"Ỳ",Ÿ:"Ÿ",Ỹ:"Ỹ",Ȳ:"Ȳ",Ŷ:"Ŷ",Ẏ:"Ẏ",Ź:"Ź",Ž:"Ž",Ẑ:"Ẑ",Ż:"Ż",ά:"ά",ὰ:"ὰ",ᾱ:"ᾱ",ᾰ:"ᾰ",έ:"έ",ὲ:"ὲ",ή:"ή",ὴ:"ὴ",ί:"ί",ὶ:"ὶ",ϊ:"ϊ",ΐ:"ΐ",ῒ:"ῒ",ῑ:"ῑ",ῐ:"ῐ",ό:"ό",ὸ:"ὸ",ύ:"ύ",ὺ:"ὺ",ϋ:"ϋ",ΰ:"ΰ",ῢ:"ῢ",ῡ:"ῡ",ῠ:"ῠ",ώ:"ώ",ὼ:"ὼ",Ύ:"Ύ",Ὺ:"Ὺ",Ϋ:"Ϋ",Ῡ:"Ῡ",Ῠ:"Ῠ",Ώ:"Ώ",Ὼ:"Ὼ"};class gR{constructor(s,u){this.mode=void 0,this.gullet=void 0,this.settings=void 0,this.leftrightDepth=void 0,this.nextToken=void 0,this.mode="math",this.gullet=new CVt(s,u,this.mode),this.settings=u,this.leftrightDepth=0}expect(s,u){if(u===void 0&&(u=!0),this.fetch().text!==s)throw new Ci("Expected '"+s+"', got '"+this.fetch().text+"'",this.fetch());u&&this.consume()}consume(){this.nextToken=null}fetch(){return this.nextToken==null&&(this.nextToken=this.gullet.expandNextToken()),this.nextToken}switchMode(s){this.mode=s,this.gullet.switchMode(s)}parse(){this.settings.globalGroup||this.gullet.beginGroup(),this.settings.colorIsTextColor&&this.gullet.macros.set("\\color","\\textcolor");try{var s=this.parseExpression(!1);return this.expect("EOF"),this.settings.globalGroup||this.gullet.endGroup(),s}finally{this.gullet.endGroups()}}subparse(s){var u=this.nextToken;this.consume(),this.gullet.pushToken(new U4("}")),this.gullet.pushTokens(s);var d=this.parseExpression(!1);return this.expect("}"),this.nextToken=u,d}parseExpression(s,u){for(var d=[];;){this.mode==="math"&&this.consumeSpaces();var p=this.fetch();if(gR.endOfExpression.indexOf(p.text)!==-1||u&&p.text===u||s&&L9[p.text]&&L9[p.text].infix)break;var v=this.parseAtom(u);if(v){if(v.type==="internal")continue}else break;d.push(v)}return this.mode==="text"&&this.formLigatures(d),this.handleInfixNodes(d)}handleInfixNodes(s){for(var u=-1,d,p=0;p=0&&this.settings.reportNonstrict("unicodeTextInMathMode",'Latin-1/Unicode text character "'+u[0]+'" used in math mode',s);var y=Ul[this.mode][u].group,T=lm.range(s),_;if(dHt.hasOwnProperty(y)){var A=y;_={type:"atom",mode:this.mode,family:A,loc:T,text:u}}else _={type:y,mode:this.mode,loc:T,text:u};b=_}else if(u.charCodeAt(0)>=128)this.settings.strict&&(K$e(u.charCodeAt(0))?this.mode==="math"&&this.settings.reportNonstrict("unicodeTextInMathMode",'Unicode text character "'+u[0]+'" used in math mode',s):this.settings.reportNonstrict("unknownSymbol",'Unrecognized Unicode character "'+u[0]+'"'+(" ("+u.charCodeAt(0)+")"),s)),b={type:"textord",mode:"text",loc:lm.range(s),text:u};else return null;if(this.consume(),v)for(var P=0;P"u"&&(_s.yylloc={});var j0=_s.yylloc;on.push(j0);var pm=_s.options&&_s.options.ranges;typeof tl.yy.parseError=="function"?this.parseError=tl.yy.parseError:this.parseError=Object.getPrototypeOf(this).parseError;function Ml(){var kh;return kh=At.pop()||_s.lex()||Pa,typeof kh!="number"&&(kh instanceof Array&&(At=kh,kh=At.pop()),kh=qn.symbols_[kh]||kh),kh}for(var Xc,Bc,ja,Ou,Sa={},Po,Fc,xa,Ba;;){if(Bc=Un[Un.length-1],this.defaultActions[Bc]?ja=this.defaultActions[Bc]:((Xc===null||typeof Xc>"u")&&(Xc=Ml()),ja=fn[Bc]&&fn[Bc][Xc]),typeof ja>"u"||!ja.length||!ja[0]){var ga="";Ba=[];for(Po in fn[Bc])this.terminals_[Po]&&Po>$o&&Ba.push("'"+this.terminals_[Po]+"'");_s.showPosition?ga="Parse error on line "+(oo+1)+`: +`+_s.showPosition()+` +Expecting `+Ba.join(", ")+", got '"+(this.terminals_[Xc]||Xc)+"'":ga="Parse error on line "+(oo+1)+": Unexpected "+(Xc==Pa?"end of input":"'"+(this.terminals_[Xc]||Xc)+"'"),this.parseError(ga,{text:_s.match,token:this.terminals_[Xc]||Xc,line:_s.yylineno,loc:j0,expected:Ba})}if(ja[0]instanceof Array&&ja.length>1)throw new Error("Parse Error: multiple actions possible at state: "+Bc+", token: "+Xc);switch(ja[0]){case 1:Un.push(Xc),wt.push(_s.yytext),on.push(_s.yylloc),Un.push(ja[1]),Xc=null,jo=_s.yyleng,An=_s.yytext,oo=_s.yylineno,j0=_s.yylloc;break;case 2:if(Fc=this.productions_[ja[1]][1],Sa.$=wt[wt.length-Fc],Sa._$={first_line:on[on.length-(Fc||1)].first_line,last_line:on[on.length-1].last_line,first_column:on[on.length-(Fc||1)].first_column,last_column:on[on.length-1].last_column},pm&&(Sa._$.range=[on[on.length-(Fc||1)].range[0],on[on.length-1].range[1]]),Ou=this.performAction.apply(Sa,[An,jo,oo,tl.yy,ja[1],wt,on].concat(wo)),typeof Ou<"u")return Ou;Fc&&(Un=Un.slice(0,-1*Fc*2),wt=wt.slice(0,-1*Fc),on=on.slice(0,-1*Fc)),Un.push(this.productions_[ja[1]][0]),wt.push(Sa.$),on.push(Sa._$),xa=fn[Un[Un.length-2]][Un[Un.length-1]],Un.push(xa);break;case 3:return!0}}return!0}},zs=function(){var Tr={EOF:1,parseError:function(qn,Un){if(this.yy.parser)this.yy.parser.parseError(qn,Un);else throw new Error(qn)},setInput:function(Fn,qn){return this.yy=qn||this.yy||{},this._input=Fn,this._more=this._backtrack=this.done=!1,this.yylineno=this.yyleng=0,this.yytext=this.matched=this.match="",this.conditionStack=["INITIAL"],this.yylloc={first_line:1,first_column:0,last_line:1,last_column:0},this.options.ranges&&(this.yylloc.range=[0,0]),this.offset=0,this},input:function(){var Fn=this._input[0];this.yytext+=Fn,this.yyleng++,this.offset++,this.match+=Fn,this.matched+=Fn;var qn=Fn.match(/(?:\r\n?|\n).*/g);return qn?(this.yylineno++,this.yylloc.last_line++):this.yylloc.last_column++,this.options.ranges&&this.yylloc.range[1]++,this._input=this._input.slice(1),Fn},unput:function(Fn){var qn=Fn.length,Un=Fn.split(/(?:\r\n?|\n)/g);this._input=Fn+this._input,this.yytext=this.yytext.substr(0,this.yytext.length-qn),this.offset-=qn;var At=this.match.split(/(?:\r\n?|\n)/g);this.match=this.match.substr(0,this.match.length-1),this.matched=this.matched.substr(0,this.matched.length-1),Un.length-1&&(this.yylineno-=Un.length-1);var wt=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:Un?(Un.length===At.length?this.yylloc.first_column:0)+At[At.length-Un.length].length-Un[0].length:this.yylloc.first_column-qn},this.options.ranges&&(this.yylloc.range=[wt[0],wt[0]+this.yyleng-qn]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){if(this.options.backtrack_lexer)this._backtrack=!0;else return this.parseError("Lexical error on line "+(this.yylineno+1)+`. You can only invoke reject() in the lexer when the lexer is of the backtracking persuasion (options.backtrack_lexer = true). +`+this.showPosition(),{text:"",token:null,line:this.yylineno});return this},less:function(Fn){this.unput(this.match.slice(Fn))},pastInput:function(){var Fn=this.matched.substr(0,this.matched.length-this.match.length);return(Fn.length>20?"...":"")+Fn.substr(-20).replace(/\n/g,"")},upcomingInput:function(){var Fn=this.match;return Fn.length<20&&(Fn+=this._input.substr(0,20-Fn.length)),(Fn.substr(0,20)+(Fn.length>20?"...":"")).replace(/\n/g,"")},showPosition:function(){var Fn=this.pastInput(),qn=new Array(Fn.length+1).join("-");return Fn+this.upcomingInput()+` +`+qn+"^"},test_match:function(Fn,qn){var Un,At,wt;if(this.options.backtrack_lexer&&(wt={yylineno:this.yylineno,yylloc:{first_line:this.yylloc.first_line,last_line:this.last_line,first_column:this.yylloc.first_column,last_column:this.yylloc.last_column},yytext:this.yytext,match:this.match,matches:this.matches,matched:this.matched,yyleng:this.yyleng,offset:this.offset,_more:this._more,_input:this._input,yy:this.yy,conditionStack:this.conditionStack.slice(0),done:this.done},this.options.ranges&&(wt.yylloc.range=this.yylloc.range.slice(0))),At=Fn[0].match(/(?:\r\n?|\n).*/g),At&&(this.yylineno+=At.length),this.yylloc={first_line:this.yylloc.last_line,last_line:this.yylineno+1,first_column:this.yylloc.last_column,last_column:At?At[At.length-1].length-At[At.length-1].match(/\r?\n?/)[0].length:this.yylloc.last_column+Fn[0].length},this.yytext+=Fn[0],this.match+=Fn[0],this.matches=Fn,this.yyleng=this.yytext.length,this.options.ranges&&(this.yylloc.range=[this.offset,this.offset+=this.yyleng]),this._more=!1,this._backtrack=!1,this._input=this._input.slice(Fn[0].length),this.matched+=Fn[0],Un=this.performAction.call(this,this.yy,this,qn,this.conditionStack[this.conditionStack.length-1]),this.done&&this._input&&(this.done=!1),Un)return Un;if(this._backtrack){for(var on in wt)this[on]=wt[on];return!1}return!1},next:function(){if(this.done)return this.EOF;this._input||(this.done=!0);var Fn,qn,Un,At;this._more||(this.yytext="",this.match="");for(var wt=this._currentRules(),on=0;onqn[0].length)){if(qn=Un,At=on,this.options.backtrack_lexer){if(Fn=this.test_match(Un,wt[on]),Fn!==!1)return Fn;if(this._backtrack){qn=!1;continue}else return!1}else if(!this.options.flex)break}return qn?(Fn=this.test_match(qn,wt[At]),Fn!==!1?Fn:!1):this._input===""?this.EOF:this.parseError("Lexical error on line "+(this.yylineno+1)+`. Unrecognized text. +`+this.showPosition(),{text:"",token:null,line:this.yylineno})},lex:function(){var qn=this.next();return qn||this.lex()},begin:function(qn){this.conditionStack.push(qn)},popState:function(){var qn=this.conditionStack.length-1;return qn>0?this.conditionStack.pop():this.conditionStack[0]},_currentRules:function(){return this.conditionStack.length&&this.conditionStack[this.conditionStack.length-1]?this.conditions[this.conditionStack[this.conditionStack.length-1]].rules:this.conditions.INITIAL.rules},topState:function(qn){return qn=this.conditionStack.length-1-Math.abs(qn||0),qn>=0?this.conditionStack[qn]:"INITIAL"},pushState:function(qn){this.begin(qn)},stateStackSize:function(){return this.conditionStack.length},options:{},performAction:function(qn,Un,At,wt){switch(At){case 0:return 6;case 1:return 7;case 2:return 8;case 3:return 9;case 4:return 22;case 5:return 23;case 6:return this.begin("acc_title"),24;case 7:return this.popState(),"acc_title_value";case 8:return this.begin("acc_descr"),26;case 9:return this.popState(),"acc_descr_value";case 10:this.begin("acc_descr_multiline");break;case 11:this.popState();break;case 12:return"acc_descr_multiline_value";case 13:break;case 14:c;break;case 15:return 12;case 16:break;case 17:return 11;case 18:return 15;case 19:return 16;case 20:return 17;case 21:return 18;case 22:return this.begin("person_ext"),45;case 23:return this.begin("person"),44;case 24:return this.begin("system_ext_queue"),51;case 25:return this.begin("system_ext_db"),50;case 26:return this.begin("system_ext"),49;case 27:return this.begin("system_queue"),48;case 28:return this.begin("system_db"),47;case 29:return this.begin("system"),46;case 30:return this.begin("boundary"),37;case 31:return this.begin("enterprise_boundary"),34;case 32:return this.begin("system_boundary"),36;case 33:return this.begin("container_ext_queue"),57;case 34:return this.begin("container_ext_db"),56;case 35:return this.begin("container_ext"),55;case 36:return this.begin("container_queue"),54;case 37:return this.begin("container_db"),53;case 38:return this.begin("container"),52;case 39:return this.begin("container_boundary"),38;case 40:return this.begin("component_ext_queue"),63;case 41:return this.begin("component_ext_db"),62;case 42:return this.begin("component_ext"),61;case 43:return this.begin("component_queue"),60;case 44:return this.begin("component_db"),59;case 45:return this.begin("component"),58;case 46:return this.begin("node"),39;case 47:return this.begin("node"),39;case 48:return this.begin("node_l"),40;case 49:return this.begin("node_r"),41;case 50:return this.begin("rel"),64;case 51:return this.begin("birel"),65;case 52:return this.begin("rel_u"),66;case 53:return this.begin("rel_u"),66;case 54:return this.begin("rel_d"),67;case 55:return this.begin("rel_d"),67;case 56:return this.begin("rel_l"),68;case 57:return this.begin("rel_l"),68;case 58:return this.begin("rel_r"),69;case 59:return this.begin("rel_r"),69;case 60:return this.begin("rel_b"),70;case 61:return this.begin("rel_index"),71;case 62:return this.begin("update_el_style"),72;case 63:return this.begin("update_rel_style"),73;case 64:return this.begin("update_layout_config"),74;case 65:return"EOF_IN_STRUCT";case 66:return this.begin("attribute"),"ATTRIBUTE_EMPTY";case 67:this.begin("attribute");break;case 68:this.popState(),this.popState();break;case 69:return 80;case 70:break;case 71:return 80;case 72:this.begin("string");break;case 73:this.popState();break;case 74:return"STR";case 75:this.begin("string_kv");break;case 76:return this.begin("string_kv_key"),"STR_KEY";case 77:this.popState(),this.begin("string_kv_value");break;case 78:return"STR_VALUE";case 79:this.popState(),this.popState();break;case 80:return"STR";case 81:return"LBRACE";case 82:return"RBRACE";case 83:return"SPACE";case 84:return"EOL";case 85:return 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Kt=Ot.length-1;switch(Nu){case 2:this.$=[];break;case 3:(!Array.isArray(Ot[Kt])||Ot[Kt].length>0)&&Ot[Kt-1].push(Ot[Kt]),this.$=Ot[Kt-1];break;case 4:case 176:this.$=Ot[Kt];break;case 11:Bi.setDirection("TB"),this.$="TB";break;case 12:Bi.setDirection(Ot[Kt-1]),this.$=Ot[Kt-1];break;case 27:this.$=Ot[Kt-1].nodes;break;case 28:case 29:case 30:case 31:case 32:this.$=[];break;case 33:this.$=Bi.addSubGraph(Ot[Kt-6],Ot[Kt-1],Ot[Kt-4]);break;case 34:this.$=Bi.addSubGraph(Ot[Kt-3],Ot[Kt-1],Ot[Kt-3]);break;case 35:this.$=Bi.addSubGraph(void 0,Ot[Kt-1],void 0);break;case 37:this.$=Ot[Kt].trim(),Bi.setAccTitle(this.$);break;case 38:case 39:this.$=Ot[Kt].trim(),Bi.setAccDescription(this.$);break;case 43:Bi.addLink(Ot[Kt-2].stmt,Ot[Kt],Ot[Kt-1]),this.$={stmt:Ot[Kt],nodes:Ot[Kt].concat(Ot[Kt-2].nodes)};break;case 44:Bi.addLink(Ot[Kt-3].stmt,Ot[Kt-1],Ot[Kt-2]),this.$={stmt:Ot[Kt-1],nodes:Ot[Kt-1].concat(Ot[Kt-3].nodes)};break;case 45:this.$={stmt:Ot[Kt-1],nodes:Ot[Kt-1]};break;case 46:this.$={stmt:Ot[Kt],nodes:Ot[Kt]};break;case 47:this.$=[Ot[Kt]];break;case 48:this.$=Ot[Kt-4].concat(Ot[Kt]);break;case 49:this.$=Ot[Kt];break;case 50:this.$=Ot[Kt-2],Bi.setClass(Ot[Kt-2],Ot[Kt]);break;case 51:this.$=Ot[Kt-3],Bi.addVertex(Ot[Kt-3],Ot[Kt-1],"square");break;case 52:this.$=Ot[Kt-3],Bi.addVertex(Ot[Kt-3],Ot[Kt-1],"doublecircle");break;case 53:this.$=Ot[Kt-5],Bi.addVertex(Ot[Kt-5],Ot[Kt-2],"circle");break;case 54:this.$=Ot[Kt-3],Bi.addVertex(Ot[Kt-3],Ot[Kt-1],"ellipse");break;case 55:this.$=Ot[Kt-3],Bi.addVertex(Ot[Kt-3],Ot[Kt-1],"stadium");break;case 56:this.$=Ot[Kt-3],Bi.addVertex(Ot[Kt-3],Ot[Kt-1],"subroutine");break;case 57:this.$=Ot[Kt-7],Bi.addVertex(Ot[Kt-7],Ot[Kt-1],"rect",void 0,void 0,void 0,Object.fromEntries([[Ot[Kt-5],Ot[Kt-3]]]));break;case 58:this.$=Ot[Kt-3],Bi.addVertex(Ot[Kt-3],Ot[Kt-1],"cylinder");break;case 59:this.$=Ot[Kt-3],Bi.addVertex(Ot[Kt-3],Ot[Kt-1],"round");break;case 60:this.$=Ot[Kt-3],Bi.addVertex(Ot[Kt-3],Ot[Kt-1],"diamond");break;case 61:this.$=Ot[Kt-5],Bi.addVertex(Ot[Kt-5],Ot[Kt-2],"hexagon");break;case 62:this.$=Ot[Kt-3],Bi.addVertex(Ot[Kt-3],Ot[Kt-1],"odd");break;case 63:this.$=Ot[Kt-3],Bi.addVertex(Ot[Kt-3],Ot[Kt-1],"trapezoid");break;case 64:this.$=Ot[Kt-3],Bi.addVertex(Ot[Kt-3],Ot[Kt-1],"inv_trapezoid");break;case 65:this.$=Ot[Kt-3],Bi.addVertex(Ot[Kt-3],Ot[Kt-1],"lean_right");break;case 66:this.$=Ot[Kt-3],Bi.addVertex(Ot[Kt-3],Ot[Kt-1],"lean_left");break;case 67:this.$=Ot[Kt],Bi.addVertex(Ot[Kt]);break;case 68:Ot[Kt-1].text=Ot[Kt],this.$=Ot[Kt-1];break;case 69:case 70:Ot[Kt-2].text=Ot[Kt-1],this.$=Ot[Kt-2];break;case 71:this.$=Ot[Kt];break;case 72:var z0=Bi.destructLink(Ot[Kt],Ot[Kt-2]);this.$={type:z0.type,stroke:z0.stroke,length:z0.length,text:Ot[Kt-1]};break;case 73:this.$={text:Ot[Kt],type:"text"};break;case 74:this.$={text:Ot[Kt-1].text+""+Ot[Kt],type:Ot[Kt-1].type};break;case 75:this.$={text:Ot[Kt],type:"string"};break;case 76:this.$={text:Ot[Kt],type:"markdown"};break;case 77:var z0=Bi.destructLink(Ot[Kt]);this.$={type:z0.type,stroke:z0.stroke,length:z0.length};break;case 78:this.$=Ot[Kt-1];break;case 79:this.$={text:Ot[Kt],type:"text"};break;case 80:this.$={text:Ot[Kt-1].text+""+Ot[Kt],type:Ot[Kt-1].type};break;case 81:this.$={text:Ot[Kt],type:"string"};break;case 82:case 97:this.$={text:Ot[Kt],type:"markdown"};break;case 94:this.$={text:Ot[Kt],type:"text"};break;case 95:this.$={text:Ot[Kt-1].text+""+Ot[Kt],type:Ot[Kt-1].type};break;case 96:this.$={text:Ot[Kt],type:"text"};break;case 98:this.$=Ot[Kt-4],Bi.addClass(Ot[Kt-2],Ot[Kt]);break;case 99:this.$=Ot[Kt-4],Bi.setClass(Ot[Kt-2],Ot[Kt]);break;case 100:case 108:this.$=Ot[Kt-1],Bi.setClickEvent(Ot[Kt-1],Ot[Kt]);break;case 101:case 109:this.$=Ot[Kt-3],Bi.setClickEvent(Ot[Kt-3],Ot[Kt-2]),Bi.setTooltip(Ot[Kt-3],Ot[Kt]);break;case 102:this.$=Ot[Kt-2],Bi.setClickEvent(Ot[Kt-2],Ot[Kt-1],Ot[Kt]);break;case 103:this.$=Ot[Kt-4],Bi.setClickEvent(Ot[Kt-4],Ot[Kt-3],Ot[Kt-2]),Bi.setTooltip(Ot[Kt-4],Ot[Kt]);break;case 104:this.$=Ot[Kt-2],Bi.setLink(Ot[Kt-2],Ot[Kt]);break;case 105:this.$=Ot[Kt-4],Bi.setLink(Ot[Kt-4],Ot[Kt-2]),Bi.setTooltip(Ot[Kt-4],Ot[Kt]);break;case 106:this.$=Ot[Kt-4],Bi.setLink(Ot[Kt-4],Ot[Kt-2],Ot[Kt]);break;case 107:this.$=Ot[Kt-6],Bi.setLink(Ot[Kt-6],Ot[Kt-4],Ot[Kt]),Bi.setTooltip(Ot[Kt-6],Ot[Kt-2]);break;case 110:this.$=Ot[Kt-1],Bi.setLink(Ot[Kt-1],Ot[Kt]);break;case 111:this.$=Ot[Kt-3],Bi.setLink(Ot[Kt-3],Ot[Kt-2]),Bi.setTooltip(Ot[Kt-3],Ot[Kt]);break;case 112:this.$=Ot[Kt-3],Bi.setLink(Ot[Kt-3],Ot[Kt-2],Ot[Kt]);break;case 113:this.$=Ot[Kt-5],Bi.setLink(Ot[Kt-5],Ot[Kt-4],Ot[Kt]),Bi.setTooltip(Ot[Kt-5],Ot[Kt-2]);break;case 114:this.$=Ot[Kt-4],Bi.addVertex(Ot[Kt-2],void 0,void 0,Ot[Kt]);break;case 115:this.$=Ot[Kt-4],Bi.updateLink([Ot[Kt-2]],Ot[Kt]);break;case 116:this.$=Ot[Kt-4],Bi.updateLink(Ot[Kt-2],Ot[Kt]);break;case 117:this.$=Ot[Kt-8],Bi.updateLinkInterpolate([Ot[Kt-6]],Ot[Kt-2]),Bi.updateLink([Ot[Kt-6]],Ot[Kt]);break;case 118:this.$=Ot[Kt-8],Bi.updateLinkInterpolate(Ot[Kt-6],Ot[Kt-2]),Bi.updateLink(Ot[Kt-6],Ot[Kt]);break;case 119:this.$=Ot[Kt-6],Bi.updateLinkInterpolate([Ot[Kt-4]],Ot[Kt]);break;case 120:this.$=Ot[Kt-6],Bi.updateLinkInterpolate(Ot[Kt-4],Ot[Kt]);break;case 121:case 123:this.$=[Ot[Kt]];break;case 122:case 124:Ot[Kt-2].push(Ot[Kt]),this.$=Ot[Kt-2];break;case 126:this.$=Ot[Kt-1]+Ot[Kt];break;case 174:this.$=Ot[Kt];break;case 175:this.$=Ot[Kt-1]+""+Ot[Kt];break;case 177:this.$=Ot[Kt-1]+""+Ot[Kt];break;case 178:this.$={stmt:"dir",value:"TB"};break;case 179:this.$={stmt:"dir",value:"BT"};break;case 180:this.$={stmt:"dir",value:"RL"};break;case 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Qa=new Error(Wi);throw Qa.hash=Bs,Qa}},parse:function(Wi){var Bs=this,Qa=[0],Bi=[],Nu=[null],Ot=[],W3=this.table,Kt="",z0=0,Bp=0,Y3=2,$9=1,c5=Ot.slice.call(arguments,1),Eh=Object.create(this.lexer),zg={yy:{}};for(var bm in this.yy)Object.prototype.hasOwnProperty.call(this.yy,bm)&&(zg.yy[bm]=this.yy[bm]);Eh.setInput(Wi,zg.yy),zg.yy.lexer=Eh,zg.yy.parser=this,typeof Eh.yylloc>"u"&&(Eh.yylloc={});var z9=Eh.yylloc;Ot.push(z9);var mm=Eh.options&&Eh.options.ranges;typeof zg.yy.parseError=="function"?this.parseError=zg.yy.parseError:this.parseError=Object.getPrototypeOf(this).parseError;function u5(){var Fp;return Fp=Bi.pop()||Eh.lex()||$9,typeof Fp!="number"&&(Fp instanceof Array&&(Bi=Fp,Fp=Bi.pop()),Fp=Bs.symbols_[Fp]||Fp),Fp}for(var y1,ud,ld,q9,Vv={},Y7,G2,X7,l5;;){if(ud=Qa[Qa.length-1],this.defaultActions[ud]?ld=this.defaultActions[ud]:((y1===null||typeof y1>"u")&&(y1=u5()),ld=W3[ud]&&W3[ud][y1]),typeof ld>"u"||!ld.length||!ld[0]){var X3="";l5=[];for(Y7 in W3[ud])this.terminals_[Y7]&&Y7>Y3&&l5.push("'"+this.terminals_[Y7]+"'");Eh.showPosition?X3="Parse error on line "+(z0+1)+`: +`+Eh.showPosition()+` +Expecting `+l5.join(", ")+", got '"+(this.terminals_[y1]||y1)+"'":X3="Parse error on line "+(z0+1)+": Unexpected "+(y1==$9?"end of input":"'"+(this.terminals_[y1]||y1)+"'"),this.parseError(X3,{text:Eh.match,token:this.terminals_[y1]||y1,line:Eh.yylineno,loc:z9,expected:l5})}if(ld[0]instanceof Array&&ld.length>1)throw new Error("Parse Error: multiple actions possible at state: "+ud+", token: "+y1);switch(ld[0]){case 1:Qa.push(y1),Nu.push(Eh.yytext),Ot.push(Eh.yylloc),Qa.push(ld[1]),y1=null,Bp=Eh.yyleng,Kt=Eh.yytext,z0=Eh.yylineno,z9=Eh.yylloc;break;case 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this.yy=Bs||this.yy||{},this._input=Wi,this._more=this._backtrack=this.done=!1,this.yylineno=this.yyleng=0,this.yytext=this.matched=this.match="",this.conditionStack=["INITIAL"],this.yylloc={first_line:1,first_column:0,last_line:1,last_column:0},this.options.ranges&&(this.yylloc.range=[0,0]),this.offset=0,this},input:function(){var Wi=this._input[0];this.yytext+=Wi,this.yyleng++,this.offset++,this.match+=Wi,this.matched+=Wi;var Bs=Wi.match(/(?:\r\n?|\n).*/g);return Bs?(this.yylineno++,this.yylloc.last_line++):this.yylloc.last_column++,this.options.ranges&&this.yylloc.range[1]++,this._input=this._input.slice(1),Wi},unput:function(Wi){var Bs=Wi.length,Qa=Wi.split(/(?:\r\n?|\n)/g);this._input=Wi+this._input,this.yytext=this.yytext.substr(0,this.yytext.length-Bs),this.offset-=Bs;var Bi=this.match.split(/(?:\r\n?|\n)/g);this.match=this.match.substr(0,this.match.length-1),this.matched=this.matched.substr(0,this.matched.length-1),Qa.length-1&&(this.yylineno-=Qa.length-1);var Nu=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:Qa?(Qa.length===Bi.length?this.yylloc.first_column:0)+Bi[Bi.length-Qa.length].length-Qa[0].length:this.yylloc.first_column-Bs},this.options.ranges&&(this.yylloc.range=[Nu[0],Nu[0]+this.yyleng-Bs]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){if(this.options.backtrack_lexer)this._backtrack=!0;else return this.parseError("Lexical error on line "+(this.yylineno+1)+`. You can only invoke reject() in the lexer when the lexer is of the backtracking persuasion (options.backtrack_lexer = true). +`+this.showPosition(),{text:"",token:null,line:this.yylineno});return this},less:function(Wi){this.unput(this.match.slice(Wi))},pastInput:function(){var Wi=this.matched.substr(0,this.matched.length-this.match.length);return(Wi.length>20?"...":"")+Wi.substr(-20).replace(/\n/g,"")},upcomingInput:function(){var Wi=this.match;return Wi.length<20&&(Wi+=this._input.substr(0,20-Wi.length)),(Wi.substr(0,20)+(Wi.length>20?"...":"")).replace(/\n/g,"")},showPosition:function(){var Wi=this.pastInput(),Bs=new Array(Wi.length+1).join("-");return Wi+this.upcomingInput()+` +`+Bs+"^"},test_match:function(Wi,Bs){var Qa,Bi,Nu;if(this.options.backtrack_lexer&&(Nu={yylineno:this.yylineno,yylloc:{first_line:this.yylloc.first_line,last_line:this.last_line,first_column:this.yylloc.first_column,last_column:this.yylloc.last_column},yytext:this.yytext,match:this.match,matches:this.matches,matched:this.matched,yyleng:this.yyleng,offset:this.offset,_more:this._more,_input:this._input,yy:this.yy,conditionStack:this.conditionStack.slice(0),done:this.done},this.options.ranges&&(Nu.yylloc.range=this.yylloc.range.slice(0))),Bi=Wi[0].match(/(?:\r\n?|\n).*/g),Bi&&(this.yylineno+=Bi.length),this.yylloc={first_line:this.yylloc.last_line,last_line:this.yylineno+1,first_column:this.yylloc.last_column,last_column:Bi?Bi[Bi.length-1].length-Bi[Bi.length-1].match(/\r?\n?/)[0].length:this.yylloc.last_column+Wi[0].length},this.yytext+=Wi[0],this.match+=Wi[0],this.matches=Wi,this.yyleng=this.yytext.length,this.options.ranges&&(this.yylloc.range=[this.offset,this.offset+=this.yyleng]),this._more=!1,this._backtrack=!1,this._input=this._input.slice(Wi[0].length),this.matched+=Wi[0],Qa=this.performAction.call(this,this.yy,this,Bs,this.conditionStack[this.conditionStack.length-1]),this.done&&this._input&&(this.done=!1),Qa)return Qa;if(this._backtrack){for(var Ot in Nu)this[Ot]=Nu[Ot];return!1}return!1},next:function(){if(this.done)return this.EOF;this._input||(this.done=!0);var Wi,Bs,Qa,Bi;this._more||(this.yytext="",this.match="");for(var Nu=this._currentRules(),Ot=0;OtBs[0].length)){if(Bs=Qa,Bi=Ot,this.options.backtrack_lexer){if(Wi=this.test_match(Qa,Nu[Ot]),Wi!==!1)return Wi;if(this._backtrack){Bs=!1;continue}else return!1}else if(!this.options.flex)break}return Bs?(Wi=this.test_match(Bs,Nu[Bi]),Wi!==!1?Wi:!1):this._input===""?this.EOF:this.parseError("Lexical error on line "+(this.yylineno+1)+`. Unrecognized text. +`+this.showPosition(),{text:"",token:null,line:this.yylineno})},lex:function(){var Bs=this.next();return Bs||this.lex()},begin:function(Bs){this.conditionStack.push(Bs)},popState:function(){var Bs=this.conditionStack.length-1;return Bs>0?this.conditionStack.pop():this.conditionStack[0]},_currentRules:function(){return this.conditionStack.length&&this.conditionStack[this.conditionStack.length-1]?this.conditions[this.conditionStack[this.conditionStack.length-1]].rules:this.conditions.INITIAL.rules},topState:function(Bs){return Bs=this.conditionStack.length-1-Math.abs(Bs||0),Bs>=0?this.conditionStack[Bs]:"INITIAL"},pushState:function(Bs){this.begin(Bs)},stateStackSize:function(){return this.conditionStack.length},options:{},performAction:function(Bs,Qa,Bi,Nu){switch(Bi){case 0:return this.begin("acc_title"),34;case 1:return this.popState(),"acc_title_value";case 2:return this.begin("acc_descr"),36;case 3:return this.popState(),"acc_descr_value";case 4:this.begin("acc_descr_multiline");break;case 5:this.popState();break;case 6:return"acc_descr_multiline_value";case 7:this.begin("callbackname");break;case 8:this.popState();break;case 9:this.popState(),this.begin("callbackargs");break;case 10:return 92;case 11:this.popState();break;case 12:return 93;case 13:return"MD_STR";case 14:this.popState();break;case 15:this.begin("md_string");break;case 16:return"STR";case 17:this.popState();break;case 18:this.pushState("string");break;case 19:return 81;case 20:return 99;case 21:return 82;case 22:return 101;case 23:return 83;case 24:return 84;case 25:return 94;case 26:this.begin("click");break;case 27:this.popState();break;case 28:return 85;case 29:return Bs.lex.firstGraph()&&this.begin("dir"),12;case 30:return Bs.lex.firstGraph()&&this.begin("dir"),12;case 31:return Bs.lex.firstGraph()&&this.begin("dir"),12;case 32:return 27;case 33:return 32;case 34:return 95;case 35:return 95;case 36:return 95;case 37:return 95;case 38:return this.popState(),13;case 39:return this.popState(),14;case 40:return this.popState(),14;case 41:return this.popState(),14;case 42:return this.popState(),14;case 43:return this.popState(),14;case 44:return this.popState(),14;case 45:return this.popState(),14;case 46:return this.popState(),14;case 47:return this.popState(),14;case 48:return this.popState(),14;case 49:return 118;case 50:return 119;case 51:return 120;case 52:return 121;case 53:return 102;case 54:return 108;case 55:return 44;case 56:return 58;case 57:return 42;case 58:return 8;case 59:return 103;case 60:return 112;case 61:return this.popState(),75;case 62:return this.pushState("edgeText"),73;case 63:return 116;case 64:return this.popState(),75;case 65:return this.pushState("thickEdgeText"),73;case 66:return 116;case 67:return this.popState(),75;case 68:return this.pushState("dottedEdgeText"),73;case 69:return 116;case 70:return 75;case 71:return this.popState(),51;case 72:return"TEXT";case 73:return this.pushState("ellipseText"),50;case 74:return this.popState(),53;case 75:return this.pushState("text"),52;case 76:return this.popState(),55;case 77:return this.pushState("text"),54;case 78:return 56;case 79:return this.pushState("text"),65;case 80:return this.popState(),62;case 81:return this.pushState("text"),61;case 82:return this.popState(),47;case 83:return this.pushState("text"),46;case 84:return this.popState(),67;case 85:return this.popState(),69;case 86:return 114;case 87:return this.pushState("trapText"),66;case 88:return this.pushState("trapText"),68;case 89:return 115;case 90:return 65;case 91:return 87;case 92:return"SEP";case 93:return 86;case 94:return 112;case 95:return 108;case 96:return 42;case 97:return 106;case 98:return 111;case 99:return 113;case 100:return this.popState(),60;case 101:return this.pushState("text"),60;case 102:return this.popState(),49;case 103:return this.pushState("text"),48;case 104:return this.popState(),31;case 105:return this.pushState("text"),29;case 106:return this.popState(),64;case 107:return this.pushState("text"),63;case 108:return"TEXT";case 109:return"QUOTE";case 110:return 9;case 111:return 10;case 112:return 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4:this.begin("acc_descr_multiline");break;case 5:this.popState();break;case 6:return"acc_descr_multiline_value";case 7:return 10;case 8:break;case 9:return 8;case 10:return 28;case 11:return 48;case 12:return 4;case 13:return this.begin("block"),15;case 14:return 36;case 15:break;case 16:return 37;case 17:return 34;case 18:return 34;case 19:return 38;case 20:break;case 21:return this.popState(),17;case 22:return W.yytext[0];case 23:return 18;case 24:return 19;case 25:return 41;case 26:return 43;case 27:return 43;case 28:return 43;case 29:return 41;case 30:return 41;case 31:return 42;case 32:return 42;case 33:return 42;case 34:return 42;case 35:return 42;case 36:return 43;case 37:return 42;case 38:return 43;case 39:return 44;case 40:return 44;case 41:return 44;case 42:return 44;case 43:return 41;case 44:return 42;case 45:return 43;case 46:return 45;case 47:return 46;case 48:return 47;case 49:return 47;case 50:return 46;case 51:return 46;case 52:return 46;case 53:return 27;case 54:return W.yytext[0];case 55:return 6}},rules:[/^(?:accTitle\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*\{\s*)/i,/^(?:[\}])/i,/^(?:[^\}]*)/i,/^(?:[\n]+)/i,/^(?:\s+)/i,/^(?:[\s]+)/i,/^(?:"[^"%\r\n\v\b\\]+")/i,/^(?:"[^"]*")/i,/^(?:erDiagram\b)/i,/^(?:\{)/i,/^(?:,)/i,/^(?:\s+)/i,/^(?:\b((?:PK)|(?:FK)|(?:UK))\b)/i,/^(?:(.*?)[~](.*?)*[~])/i,/^(?:[\*A-Za-z_][A-Za-z0-9\-_\[\]\(\)]*)/i,/^(?:"[^"]*")/i,/^(?:[\n]+)/i,/^(?:\})/i,/^(?:.)/i,/^(?:\[)/i,/^(?:\])/i,/^(?:one or zero\b)/i,/^(?:one or more\b)/i,/^(?:one or many\b)/i,/^(?:1\+)/i,/^(?:\|o\b)/i,/^(?:zero or one\b)/i,/^(?:zero or more\b)/i,/^(?:zero or many\b)/i,/^(?:0\+)/i,/^(?:\}o\b)/i,/^(?:many\(0\))/i,/^(?:many\(1\))/i,/^(?:many\b)/i,/^(?:\}\|)/i,/^(?:one\b)/i,/^(?:only one\b)/i,/^(?:1\b)/i,/^(?:\|\|)/i,/^(?:o\|)/i,/^(?:o\{)/i,/^(?:\|\{)/i,/^(?:\s*u\b)/i,/^(?:\.\.)/i,/^(?:--)/i,/^(?:to\b)/i,/^(?:optionally to\b)/i,/^(?:\.-)/i,/^(?:-\.)/i,/^(?:[A-Za-z_][A-Za-z0-9\-_]*)/i,/^(?:.)/i,/^(?:$)/i],conditions:{acc_descr_multiline:{rules:[5,6],inclusive:!1},acc_descr:{rules:[3],inclusive:!1},acc_title:{rules:[1],inclusive:!1},block:{rules:[14,15,16,17,18,19,20,21,22],inclusive:!1},INITIAL:{rules:[0,2,4,7,8,9,10,11,12,13,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55],inclusive:!0}}};return de}();ae.lexer=ne;function se(){this.yy={}}return se.prototype=ae,ae.Parser=se,new se}();Vme.parser=Vme;const Len=Vme;let B9={},Ume=[];const Men={ZERO_OR_ONE:"ZERO_OR_ONE",ZERO_OR_MORE:"ZERO_OR_MORE",ONE_OR_MORE:"ONE_OR_MORE",ONLY_ONE:"ONLY_ONE",MD_PARENT:"MD_PARENT"},Den={NON_IDENTIFYING:"NON_IDENTIFYING",IDENTIFYING:"IDENTIFYING"},RUe=function(i,s=void 0){return B9[i]===void 0?(B9[i]={attributes:[],alias:s},Xe.info("Added new entity :",i)):B9[i]&&!B9[i].alias&&s&&(B9[i].alias=s,Xe.info(`Add alias '${s}' to entity 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this.yy=se||this.yy||{},this._input=ne,this._more=this._backtrack=this.done=!1,this.yylineno=this.yyleng=0,this.yytext=this.matched=this.match="",this.conditionStack=["INITIAL"],this.yylloc={first_line:1,first_column:0,last_line:1,last_column:0},this.options.ranges&&(this.yylloc.range=[0,0]),this.offset=0,this},input:function(){var ne=this._input[0];this.yytext+=ne,this.yyleng++,this.offset++,this.match+=ne,this.matched+=ne;var se=ne.match(/(?:\r\n?|\n).*/g);return se?(this.yylineno++,this.yylloc.last_line++):this.yylloc.last_column++,this.options.ranges&&this.yylloc.range[1]++,this._input=this._input.slice(1),ne},unput:function(ne){var se=ne.length,de=ne.split(/(?:\r\n?|\n)/g);this._input=ne+this._input,this.yytext=this.yytext.substr(0,this.yytext.length-se),this.offset-=se;var X=this.match.split(/(?:\r\n?|\n)/g);this.match=this.match.substr(0,this.match.length-1),this.matched=this.matched.substr(0,this.matched.length-1),de.length-1&&(this.yylineno-=de.length-1);var ge=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:de?(de.length===X.length?this.yylloc.first_column:0)+X[X.length-de.length].length-de[0].length:this.yylloc.first_column-se},this.options.ranges&&(this.yylloc.range=[ge[0],ge[0]+this.yyleng-se]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){if(this.options.backtrack_lexer)this._backtrack=!0;else return this.parseError("Lexical error on line "+(this.yylineno+1)+`. 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Unrecognized text. +`+this.showPosition(),{text:"",token:null,line:this.yylineno})},lex:function(){var U=this.next();return U||this.lex()},begin:function(U){this.conditionStack.push(U)},popState:function(){var U=this.conditionStack.length-1;return U>0?this.conditionStack.pop():this.conditionStack[0]},_currentRules:function(){return this.conditionStack.length&&this.conditionStack[this.conditionStack.length-1]?this.conditions[this.conditionStack[this.conditionStack.length-1]].rules:this.conditions.INITIAL.rules},topState:function(U){return U=this.conditionStack.length-1-Math.abs(U||0),U>=0?this.conditionStack[U]:"INITIAL"},pushState:function(U){this.begin(U)},stateStackSize:function(){return this.conditionStack.length},options:{"case-insensitive":!0},performAction:function(U,Fe,Pe,je){switch(Pe){case 0:return this.begin("open_directive"),"open_directive";case 1:return this.begin("acc_title"),28;case 2:return this.popState(),"acc_title_value";case 3:return this.begin("acc_descr"),30;case 4:return this.popState(),"acc_descr_value";case 5:this.begin("acc_descr_multiline");break;case 6:this.popState();break;case 7:return"acc_descr_multiline_value";case 8:break;case 9:break;case 10:break;case 11:return 10;case 12:break;case 13:break;case 14:this.begin("href");break;case 15:this.popState();break;case 16:return 40;case 17:this.begin("callbackname");break;case 18:this.popState();break;case 19:this.popState(),this.begin("callbackargs");break;case 20:return 38;case 21:this.popState();break;case 22:return 39;case 23:this.begin("click");break;case 24:this.popState();break;case 25:return 37;case 26:return 4;case 27:return 19;case 28:return 20;case 29:return 21;case 30:return 22;case 31:return 23;case 32:return 25;case 33:return 24;case 34:return 26;case 35:return 12;case 36:return 13;case 37:return 14;case 38:return 15;case 39:return 16;case 40:return 17;case 41:return 18;case 42:return"date";case 43:return 27;case 44:return"accDescription";case 45:return 33;case 46:return 35;case 47:return 36;case 48:return":";case 49:return 6;case 50:return"INVALID"}},rules:[/^(?:%%\{)/i,/^(?:accTitle\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*\{\s*)/i,/^(?:[\}])/i,/^(?:[^\}]*)/i,/^(?:%%(?!\{)*[^\n]*)/i,/^(?:[^\}]%%*[^\n]*)/i,/^(?:%%*[^\n]*[\n]*)/i,/^(?:[\n]+)/i,/^(?:\s+)/i,/^(?:%[^\n]*)/i,/^(?:href[\s]+["])/i,/^(?:["])/i,/^(?:[^"]*)/i,/^(?:call[\s]+)/i,/^(?:\([\s]*\))/i,/^(?:\()/i,/^(?:[^(]*)/i,/^(?:\))/i,/^(?:[^)]*)/i,/^(?:click[\s]+)/i,/^(?:[\s\n])/i,/^(?:[^\s\n]*)/i,/^(?:gantt\b)/i,/^(?:dateFormat\s[^#\n;]+)/i,/^(?:inclusiveEndDates\b)/i,/^(?:topAxis\b)/i,/^(?:axisFormat\s[^#\n;]+)/i,/^(?:tickInterval\s[^#\n;]+)/i,/^(?:includes\s[^#\n;]+)/i,/^(?:excludes\s[^#\n;]+)/i,/^(?:todayMarker\s[^\n;]+)/i,/^(?:weekday\s+monday\b)/i,/^(?:weekday\s+tuesday\b)/i,/^(?:weekday\s+wednesday\b)/i,/^(?:weekday\s+thursday\b)/i,/^(?:weekday\s+friday\b)/i,/^(?:weekday\s+saturday\b)/i,/^(?:weekday\s+sunday\b)/i,/^(?:\d\d\d\d-\d\d-\d\d\b)/i,/^(?:title\s[^\n]+)/i,/^(?:accDescription\s[^#\n;]+)/i,/^(?:section\s[^\n]+)/i,/^(?:[^:\n]+)/i,/^(?::[^#\n;]+)/i,/^(?::)/i,/^(?:$)/i,/^(?:.)/i],conditions:{acc_descr_multiline:{rules:[6,7],inclusive:!1},acc_descr:{rules:[4],inclusive:!1},acc_title:{rules:[2],inclusive:!1},callbackargs:{rules:[21,22],inclusive:!1},callbackname:{rules:[18,19,20],inclusive:!1},href:{rules:[15,16],inclusive:!1},click:{rules:[24,25],inclusive:!1},INITIAL:{rules:[0,1,3,5,8,9,10,11,12,13,14,17,23,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50],inclusive:!0}}};return W}();de.lexer=X;function ge(){this.yy={}}return ge.prototype=de,de.Parser=ge,new ge}();Yme.parser=Yme;const _tn=Yme;var XUe={exports:{}};(function(i,s){(function(u,d){i.exports=d()})(Ag,function(){var u="day";return function(d,p,v){var b=function(_){return _.add(4-_.isoWeekday(),u)},y=p.prototype;y.isoWeekYear=function(){return b(this).year()},y.isoWeek=function(_){if(!this.$utils().u(_))return this.add(7*(_-this.isoWeek()),u);var A,P,R,F,j=b(this),K=(A=this.isoWeekYear(),P=this.$u,R=(P?v.utc:v)().year(A).startOf("year"),F=4-R.isoWeekday(),R.isoWeekday()>4&&(F+=7),R.add(F,u));return j.diff(K,"week")+1},y.isoWeekday=function(_){return this.$utils().u(_)?this.day()||7:this.day(this.day()%7?_:_-7)};var T=y.startOf;y.startOf=function(_,A){var P=this.$utils(),R=!!P.u(A)||A;return P.p(_)==="isoweek"?R?this.date(this.date()-(this.isoWeekday()-1)).startOf("day"):this.date(this.date()-1-(this.isoWeekday()-1)+7).endOf("day"):T.bind(this)(_,A)}}})})(XUe);var Atn=XUe.exports;const Ltn=hC(Atn);var QUe={exports:{}};(function(i,s){(function(u,d){i.exports=d()})(Ag,function(){var u={LTS:"h:mm:ss A",LT:"h:mm A",L:"MM/DD/YYYY",LL:"MMMM D, YYYY",LLL:"MMMM D, YYYY h:mm A",LLLL:"dddd, MMMM D, YYYY h:mm A"},d=/(\[[^[]*\])|([-_:/.,()\s]+)|(A|a|YYYY|YY?|MM?M?M?|Do|DD?|hh?|HH?|mm?|ss?|S{1,3}|z|ZZ?)/g,p=/\d\d/,v=/\d\d?/,b=/\d*[^-_:/,()\s\d]+/,y={},T=function(K){return(K=+K)+(K>68?1900:2e3)},_=function(K){return function(ee){this[K]=+ee}},A=[/[+-]\d\d:?(\d\d)?|Z/,function(K){(this.zone||(this.zone={})).offset=function(ee){if(!ee||ee==="Z")return 0;var ie=ee.match(/([+-]|\d\d)/g),oe=60*ie[1]+(+ie[2]||0);return oe===0?0:ie[0]==="+"?-oe:oe}(K)}],P=function(K){var ee=y[K];return ee&&(ee.indexOf?ee:ee.s.concat(ee.f))},R=function(K,ee){var ie,oe=y.meridiem;if(oe){for(var pe=1;pe<=24;pe+=1)if(K.indexOf(oe(pe,0,ee))>-1){ie=pe>12;break}}else ie=K===(ee?"pm":"PM");return ie},F={A:[b,function(K){this.afternoon=R(K,!1)}],a:[b,function(K){this.afternoon=R(K,!0)}],S:[/\d/,function(K){this.milliseconds=100*+K}],SS:[p,function(K){this.milliseconds=10*+K}],SSS:[/\d{3}/,function(K){this.milliseconds=+K}],s:[v,_("seconds")],ss:[v,_("seconds")],m:[v,_("minutes")],mm:[v,_("minutes")],H:[v,_("hours")],h:[v,_("hours")],HH:[v,_("hours")],hh:[v,_("hours")],D:[v,_("day")],DD:[p,_("day")],Do:[b,function(K){var ee=y.ordinal,ie=K.match(/\d+/);if(this.day=ie[0],ee)for(var oe=1;oe<=31;oe+=1)ee(oe).replace(/\[|\]/g,"")===K&&(this.day=oe)}],M:[v,_("month")],MM:[p,_("month")],MMM:[b,function(K){var ee=P("months"),ie=(P("monthsShort")||ee.map(function(oe){return oe.slice(0,3)})).indexOf(K)+1;if(ie<1)throw new Error;this.month=ie%12||ie}],MMMM:[b,function(K){var ee=P("months").indexOf(K)+1;if(ee<1)throw new Error;this.month=ee%12||ee}],Y:[/[+-]?\d+/,_("year")],YY:[p,function(K){this.year=T(K)}],YYYY:[/\d{4}/,_("year")],Z:A,ZZ:A};function j(K){var ee,ie;ee=K,ie=y&&y.formats;for(var oe=(K=ee.replace(/(\[[^\]]+])|(LTS?|l{1,4}|L{1,4})/g,function(X,ge,W){var xe=W&&W.toUpperCase();return ge||ie[W]||u[W]||ie[xe].replace(/(\[[^\]]+])|(MMMM|MM|DD|dddd)/g,function(U,Fe,Pe){return Fe||Pe.slice(1)})})).match(d),pe=oe.length,be=0;be-1)return new Date((Ie==="X"?1e3:1)*je);var Ce=j(Ie)(je),ke=Ce.year,Ke=Ce.month,Ft=Ce.day,Ne=Ce.hours,gn=Ce.minutes,_t=Ce.seconds,Et=Ce.milliseconds,Gt=Ce.zone,ln=new Date,xt=Ft||(ke||Ke?1:ln.getDate()),Pt=ke||ln.getFullYear(),Qe=0;ke&&!Ke||(Qe=Ke>0?Ke-1:ln.getMonth());var Dt=Ne||0,kt=gn||0,On=_t||0,ht=Et||0;return Gt?new Date(Date.UTC(Pt,Qe,xt,Dt,kt,On,ht+60*Gt.offset*1e3)):Se?new Date(Date.UTC(Pt,Qe,xt,Dt,kt,On,ht)):new Date(Pt,Qe,xt,Dt,kt,On,ht)}catch{return new Date("")}}(ae,de,ne),this.init(),xe&&xe!==!0&&(this.$L=this.locale(xe).$L),W&&ae!=this.format(de)&&(this.$d=new Date("")),y={}}else if(de instanceof Array)for(var U=de.length,Fe=1;Fe<=U;Fe+=1){se[1]=de[Fe-1];var Pe=ie.apply(this,se);if(Pe.isValid()){this.$d=Pe.$d,this.$L=Pe.$L,this.init();break}Fe===U&&(this.$d=new Date(""))}else pe.call(this,be)}}})})(QUe);var Mtn=QUe.exports;const Dtn=hC(Mtn);var JUe={exports:{}};(function(i,s){(function(u,d){i.exports=d()})(Ag,function(){return function(u,d){var p=d.prototype,v=p.format;p.format=function(b){var y=this,T=this.$locale();if(!this.isValid())return v.bind(this)(b);var _=this.$utils(),A=(b||"YYYY-MM-DDTHH:mm:ssZ").replace(/\[([^\]]+)]|Q|wo|ww|w|WW|W|zzz|z|gggg|GGGG|Do|X|x|k{1,2}|S/g,function(P){switch(P){case"Q":return Math.ceil((y.$M+1)/3);case"Do":return T.ordinal(y.$D);case"gggg":return y.weekYear();case"GGGG":return y.isoWeekYear();case"wo":return T.ordinal(y.week(),"W");case"w":case"ww":return _.s(y.week(),P==="w"?1:2,"0");case"W":case"WW":return _.s(y.isoWeek(),P==="W"?1:2,"0");case"k":case"kk":return _.s(String(y.$H===0?24:y.$H),P==="k"?1:2,"0");case"X":return Math.floor(y.$d.getTime()/1e3);case"x":return y.$d.getTime();case"z":return"["+y.offsetName()+"]";case"zzz":return"["+y.offsetName("long")+"]";default:return P}});return v.bind(this)(A)}}})})(JUe);var Itn=JUe.exports;const Otn=hC(Itn);Lg.extend(Ltn),Lg.extend(Dtn),Lg.extend(Otn);let i5="",Xme="",Qme,Jme="",FR=[],RR=[],Zme={},eve=[],uJ=[],GD="",tve="";const ZUe=["active","done","crit","milestone"];let nve=[],jR=!1,rve=!1,ive="sunday",sve=0;const Ntn=function(){eve=[],uJ=[],GD="",nve=[],lJ=0,ove=void 0,hJ=void 0,m1=[],i5="",Xme="",tve="",Qme=void 0,Jme="",FR=[],RR=[],jR=!1,rve=!1,sve=0,Zme={},Pg(),ive="sunday"},Ptn=function(i){Xme=i},Btn=function(){return Xme},Ftn=function(i){Qme=i},Rtn=function(){return Qme},jtn=function(i){Jme=i},$tn=function(){return Jme},ztn=function(i){i5=i},qtn=function(){jR=!0},Htn=function(){return jR},Vtn=function(){rve=!0},Utn=function(){return rve},Gtn=function(i){tve=i},Ktn=function(){return tve},Wtn=function(){return i5},Ytn=function(i){FR=i.toLowerCase().split(/[\s,]+/)},Xtn=function(){return FR},Qtn=function(i){RR=i.toLowerCase().split(/[\s,]+/)},Jtn=function(){return RR},Ztn=function(){return Zme},enn=function(i){GD=i,eve.push(i)},tnn=function(){return eve},nnn=function(){let i=sGe();const s=10;let u=0;for(;!i&&u=6&&u.includes("weekends")||u.includes(i.format("dddd").toLowerCase())?!0:u.includes(i.format(s.trim()))},rnn=function(i){ive=i},inn=function(){return ive},tGe=function(i,s,u,d){if(!u.length||i.manualEndTime)return;let p;i.startTime instanceof Date?p=Lg(i.startTime):p=Lg(i.startTime,s,!0),p=p.add(1,"d");let v;i.endTime instanceof Date?v=Lg(i.endTime):v=Lg(i.endTime,s,!0);const[b,y]=snn(p,v,s,u,d);i.endTime=b.toDate(),i.renderEndTime=y},snn=function(i,s,u,d,p){let v=!1,b=null;for(;i<=s;)v||(b=s.toDate()),v=eGe(i,u,d,p),v&&(s=s.add(1,"d")),i=i.add(1,"d");return[s,b]},ave=function(i,s,u){u=u.trim();const p=/^after\s+(?[\d\w- ]+)/.exec(u);if(p!==null){let b=null;for(const T of p.groups.ids.split(" ")){let _=QC(T);_!==void 0&&(!b||_.endTime>b.endTime)&&(b=_)}if(b)return b.endTime;const y=new Date;return y.setHours(0,0,0,0),y}let v=Lg(u,s.trim(),!0);if(v.isValid())return v.toDate();{Xe.debug("Invalid date:"+u),Xe.debug("With date format:"+s.trim());const b=new Date(u);if(b===void 0||isNaN(b.getTime())||b.getFullYear()<-1e4||b.getFullYear()>1e4)throw new Error("Invalid date:"+u);return b}},nGe=function(i){const s=/^(\d+(?:\.\d+)?)([Mdhmswy]|ms)$/.exec(i.trim());return s!==null?[Number.parseFloat(s[1]),s[2]]:[NaN,"ms"]},rGe=function(i,s,u,d=!1){u=u.trim();const v=/^until\s+(?[\d\w- ]+)/.exec(u);if(v!==null){let A=null;for(const R of v.groups.ids.split(" ")){let F=QC(R);F!==void 0&&(!A||F.startTime{window.open(u,"_self")}),Zme[d]=u)}),aGe(i,"clickable")},aGe=function(i,s){i.split(",").forEach(function(u){let d=QC(u);d!==void 0&&d.classes.push(s)})},hnn=function(i,s,u){if(qt().securityLevel!=="loose"||s===void 0)return;let d=[];if(typeof u=="string"){d=u.split(/,(?=(?:(?:[^"]*"){2})*[^"]*$)/);for(let 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u=document.querySelector(`[id="${i}-text"]`);u!==null&&u.addEventListener("click",function(){s()})})},fnn={getConfig:()=>qt().gantt,clear:Ntn,setDateFormat:ztn,getDateFormat:Wtn,enableInclusiveEndDates:qtn,endDatesAreInclusive:Htn,enableTopAxis:Vtn,topAxisEnabled:Utn,setAxisFormat:Ptn,getAxisFormat:Btn,setTickInterval:Ftn,getTickInterval:Rtn,setTodayMarker:jtn,getTodayMarker:$tn,setAccTitle:Bg,getAccTitle:Cp,setDiagramTitle:cm,getDiagramTitle:Ap,setDisplayMode:Gtn,getDisplayMode:Ktn,setAccDescription:Sp,getAccDescription:_p,addSection:enn,getSections:tnn,getTasks:nnn,addTask:cnn,findTaskById:QC,addTaskOrg:unn,setIncludes:Ytn,getIncludes:Xtn,setExcludes:Qtn,getExcludes:Jtn,setClickEvent:function(i,s,u){i.split(",").forEach(function(d){hnn(d,s,u)}),aGe(i,"clickable")},setLink:lnn,getLinks:Ztn,bindFunctions:function(i){nve.forEach(function(s){s(i)})},parseDuration:nGe,isInvalidDate:eGe,setWeekday:rnn,getWeekday:inn};function cGe(i,s,u){let d=!0;for(;d;)d=!1,u.forEach(function(p){const v="^\\s*"+p+"\\s*$",b=new RegExp(v);i[0].match(b)&&(s[p]=!0,i.shift(1),d=!0)})}const dnn=function(){Xe.debug("Something is calling, setConf, remove the call")},uGe={monday:DF,tuesday:xFe,wednesday:kFe,thursday:yC,friday:EFe,saturday:TFe,sunday:MF},gnn=(i,s)=>{let u=[...i].map(()=>-1/0),d=[...i].sort((v,b)=>v.startTime-b.startTime||v.order-b.order),p=0;for(const v of d)for(let b=0;b=u[b]){u[b]=v.endTime,v.order=b+s,b>p&&(p=b);break}return p};let V7;const pnn=Object.freeze(Object.defineProperty({__proto__:null,diagram:{parser:_tn,db:fnn,renderer:{setConf:dnn,draw:function(i,s,u,d){const p=qt().gantt,v=qt().securityLevel;let b;v==="sandbox"&&(b=Ir("#i"+s));const y=Ir(v==="sandbox"?b.nodes()[0].contentDocument.body:"body"),T=v==="sandbox"?b.nodes()[0].contentDocument:document,_=T.getElementById(s);V7=_.parentElement.offsetWidth,V7===void 0&&(V7=1200),p.useWidth!==void 0&&(V7=p.useWidth);const A=d.db.getTasks();let P=[];for(const de of A)P.push(de.type);P=se(P);const R={};let F=2*p.topPadding;if(d.db.getDisplayMode()==="compact"||p.displayMode==="compact"){const de={};for(const ge of A)de[ge.section]===void 0?de[ge.section]=[ge]:de[ge.section].push(ge);let X=0;for(const ge of Object.keys(de)){const W=gnn(de[ge],X)+1;X+=W,F+=W*(p.barHeight+p.barGap),R[ge]=W}}else{F+=A.length*(p.barHeight+p.barGap);for(const de of P)R[de]=A.filter(X=>X.type===de).length}_.setAttribute("viewBox","0 0 "+V7+" "+F);const j=y.select(`[id="${s}"]`),K=fNt().domain([WAt(A,function(de){return de.startTime}),KAt(A,function(de){return de.endTime})]).rangeRound([0,V7-p.leftPadding-p.rightPadding]);function ee(de,X){const ge=de.startTime,W=X.startTime;let xe=0;return ge>W?xe=1:geke.order))].map(ke=>de.find(Ke=>Ke.order===ke));j.append("g").selectAll("rect").data(je).enter().append("rect").attr("x",0).attr("y",function(ke,Ke){return Ke=ke.order,Ke*X+ge-2}).attr("width",function(){return Fe-p.rightPadding/2}).attr("height",X).attr("class",function(ke){for(const[Ke,Ft]of P.entries())if(ke.type===Ft)return"section section"+Ke%p.numberSectionStyles;return"section section0"});const Ie=j.append("g").selectAll("rect").data(de).enter(),Se=d.db.getLinks();if(Ie.append("rect").attr("id",function(ke){return ke.id}).attr("rx",3).attr("ry",3).attr("x",function(ke){return ke.milestone?K(ke.startTime)+W+.5*(K(ke.endTime)-K(ke.startTime))-.5*xe:K(ke.startTime)+W}).attr("y",function(ke,Ke){return Ke=ke.order,Ke*X+ge}).attr("width",function(ke){return ke.milestone?xe:K(ke.renderEndTime||ke.endTime)-K(ke.startTime)}).attr("height",xe).attr("transform-origin",function(ke,Ke){return Ke=ke.order,(K(ke.startTime)+W+.5*(K(ke.endTime)-K(ke.startTime))).toString()+"px "+(Ke*X+ge+.5*xe).toString()+"px"}).attr("class",function(ke){const Ke="task";let Ft="";ke.classes.length>0&&(Ft=ke.classes.join(" "));let Ne=0;for(const[_t,Et]of P.entries())ke.type===Et&&(Ne=_t%p.numberSectionStyles);let gn="";return ke.active?ke.crit?gn+=" activeCrit":gn=" active":ke.done?ke.crit?gn=" doneCrit":gn=" done":ke.crit&&(gn+=" crit"),gn.length===0&&(gn=" task"),ke.milestone&&(gn=" milestone "+gn),gn+=Ne,gn+=" "+Ft,Ke+gn}),Ie.append("text").attr("id",function(ke){return ke.id+"-text"}).text(function(ke){return ke.task}).attr("font-size",p.fontSize).attr("x",function(ke){let Ke=K(ke.startTime),Ft=K(ke.renderEndTime||ke.endTime);ke.milestone&&(Ke+=.5*(K(ke.endTime)-K(ke.startTime))-.5*xe),ke.milestone&&(Ft=Ke+xe);const Ne=this.getBBox().width;return Ne>Ft-Ke?Ft+Ne+1.5*p.leftPadding>Fe?Ke+W-5:Ft+W+5:(Ft-Ke)/2+Ke+W}).attr("y",function(ke,Ke){return Ke=ke.order,Ke*X+p.barHeight/2+(p.fontSize/2-2)+ge}).attr("text-height",xe).attr("class",function(ke){const Ke=K(ke.startTime);let Ft=K(ke.endTime);ke.milestone&&(Ft=Ke+xe);const Ne=this.getBBox().width;let gn="";ke.classes.length>0&&(gn=ke.classes.join(" "));let _t=0;for(const[Gt,ln]of P.entries())ke.type===ln&&(_t=Gt%p.numberSectionStyles);let Et="";return ke.active&&(ke.crit?Et="activeCritText"+_t:Et="activeText"+_t),ke.done?ke.crit?Et=Et+" doneCritText"+_t:Et=Et+" doneText"+_t:ke.crit&&(Et=Et+" critText"+_t),ke.milestone&&(Et+=" milestoneText"),Ne>Ft-Ke?Ft+Ne+1.5*p.leftPadding>Fe?gn+" taskTextOutsideLeft taskTextOutside"+_t+" "+Et:gn+" taskTextOutsideRight taskTextOutside"+_t+" "+Et+" width-"+Ne:gn+" taskText taskText"+_t+" "+Et+" width-"+Ne}),qt().securityLevel==="sandbox"){let ke;ke=Ir("#i"+s);const Ke=ke.nodes()[0].contentDocument;Ie.filter(function(Ft){return Se[Ft.id]!==void 0}).each(function(Ft){var Ne=Ke.querySelector("#"+Ft.id),gn=Ke.querySelector("#"+Ft.id+"-text");const _t=Ne.parentNode;var Et=Ke.createElement("a");Et.setAttribute("xlink:href",Se[Ft.id]),Et.setAttribute("target","_top"),_t.appendChild(Et),Et.appendChild(Ne),Et.appendChild(gn)})}}function pe(de,X,ge,W,xe,U,Fe,Pe){if(Fe.length===0&&Pe.length===0)return;let je,Ie;for(const{startTime:Ne,endTime:gn}of U)(je===void 0||NeIe)&&(Ie=gn);if(!je||!Ie)return;if(Lg(Ie).diff(Lg(je),"year")>5){Xe.warn("The difference between the min and max time is more than 5 years. This will cause performance issues. Skipping drawing exclude days.");return}const Se=d.db.getDateFormat(),Ce=[];let ke=null,Ke=Lg(je);for(;Ke.valueOf()<=Ie;)d.db.isInvalidDate(Ke,Se,Fe,Pe)?ke?ke.end=Ke:ke={start:Ke,end:Ke}:ke&&(Ce.push(ke),ke=null),Ke=Ke.add(1,"d");j.append("g").selectAll("rect").data(Ce).enter().append("rect").attr("id",function(Ne){return"exclude-"+Ne.start.format("YYYY-MM-DD")}).attr("x",function(Ne){return K(Ne.start)+ge}).attr("y",p.gridLineStartPadding).attr("width",function(Ne){const gn=Ne.end.add(1,"day");return K(gn)-K(Ne.start)}).attr("height",xe-X-p.gridLineStartPadding).attr("transform-origin",function(Ne,gn){return(K(Ne.start)+ge+.5*(K(Ne.end)-K(Ne.start))).toString()+"px "+(gn*de+.5*xe).toString()+"px"}).attr("class","exclude-range")}function be(de,X,ge,W){let xe=rLt(K).tickSize(-W+X+p.gridLineStartPadding).tickFormat(sX(d.db.getAxisFormat()||p.axisFormat||"%Y-%m-%d"));const Fe=/^([1-9]\d*)(millisecond|second|minute|hour|day|week|month)$/.exec(d.db.getTickInterval()||p.tickInterval);if(Fe!==null){const Pe=Fe[1],je=Fe[2],Ie=d.db.getWeekday()||p.weekday;switch(je){case"millisecond":xe.ticks(aD.every(Pe));break;case"second":xe.ticks(b9.every(Pe));break;case"minute":xe.ticks(AF.every(Pe));break;case"hour":xe.ticks(LF.every(Pe));break;case"day":xe.ticks(vC.every(Pe));break;case"week":xe.ticks(uGe[Ie].every(Pe));break;case"month":xe.ticks(IF.every(Pe));break}}if(j.append("g").attr("class","grid").attr("transform","translate("+de+", "+(W-50)+")").call(xe).selectAll("text").style("text-anchor","middle").attr("fill","#000").attr("stroke","none").attr("font-size",10).attr("dy","1em"),d.db.topAxisEnabled()||p.topAxis){let Pe=nLt(K).tickSize(-W+X+p.gridLineStartPadding).tickFormat(sX(d.db.getAxisFormat()||p.axisFormat||"%Y-%m-%d"));if(Fe!==null){const je=Fe[1],Ie=Fe[2],Se=d.db.getWeekday()||p.weekday;switch(Ie){case"millisecond":Pe.ticks(aD.every(je));break;case"second":Pe.ticks(b9.every(je));break;case"minute":Pe.ticks(AF.every(je));break;case"hour":Pe.ticks(LF.every(je));break;case"day":Pe.ticks(vC.every(je));break;case"week":Pe.ticks(uGe[Se].every(je));break;case"month":Pe.ticks(IF.every(je));break}}j.append("g").attr("class","grid").attr("transform","translate("+de+", "+X+")").call(Pe).selectAll("text").style("text-anchor","middle").attr("fill","#000").attr("stroke","none").attr("font-size",10)}}function ae(de,X){let ge=0;const W=Object.keys(R).map(xe=>[xe,R[xe]]);j.append("g").selectAll("text").data(W).enter().append(function(xe){const U=xe[0].split(ci.lineBreakRegex),Fe=-(U.length-1)/2,Pe=T.createElementNS("http://www.w3.org/2000/svg","text");Pe.setAttribute("dy",Fe+"em");for(const[je,Ie]of U.entries()){const Se=T.createElementNS("http://www.w3.org/2000/svg","tspan");Se.setAttribute("alignment-baseline","central"),Se.setAttribute("x","10"),je>0&&Se.setAttribute("dy","1em"),Se.textContent=Ie,Pe.appendChild(Se)}return Pe}).attr("x",10).attr("y",function(xe,U){if(U>0)for(let Fe=0;Fe` + .mermaid-main-font { + font-family: var(--mermaid-font-family, "trebuchet ms", verdana, arial, sans-serif); + } + + .exclude-range { + fill: ${i.excludeBkgColor}; + } + + .section { + stroke: none; + opacity: 0.2; + } + + .section0 { + fill: ${i.sectionBkgColor}; + } + + .section2 { + fill: ${i.sectionBkgColor2}; + } + + .section1, + .section3 { + fill: ${i.altSectionBkgColor}; + opacity: 0.2; + } + + .sectionTitle0 { + fill: ${i.titleColor}; + } + + .sectionTitle1 { + fill: ${i.titleColor}; + } + + .sectionTitle2 { + fill: ${i.titleColor}; + } + + .sectionTitle3 { + fill: ${i.titleColor}; + } + + .sectionTitle { + text-anchor: start; + font-family: var(--mermaid-font-family, "trebuchet ms", verdana, arial, sans-serif); + } + + + /* Grid and axis */ + + .grid .tick { + stroke: ${i.gridColor}; + opacity: 0.8; + shape-rendering: crispEdges; + } + + .grid .tick text { + font-family: ${i.fontFamily}; + fill: ${i.textColor}; + } + + .grid path { + stroke-width: 0; + } + + + /* Today line */ + + .today { + fill: none; + stroke: ${i.todayLineColor}; + stroke-width: 2px; + } + + + /* Task styling */ + + /* Default task */ + + .task { + stroke-width: 2; + } + + .taskText { + text-anchor: middle; + font-family: var(--mermaid-font-family, "trebuchet ms", verdana, arial, sans-serif); + } + + .taskTextOutsideRight { + fill: ${i.taskTextDarkColor}; + text-anchor: start; + font-family: var(--mermaid-font-family, "trebuchet ms", verdana, arial, sans-serif); + } + + .taskTextOutsideLeft { + fill: ${i.taskTextDarkColor}; + text-anchor: end; + } + + + /* Special case clickable */ + + .task.clickable { + cursor: pointer; + } + + .taskText.clickable { + cursor: pointer; + fill: ${i.taskTextClickableColor} !important; + font-weight: bold; + } + + .taskTextOutsideLeft.clickable { + cursor: pointer; + fill: ${i.taskTextClickableColor} !important; + font-weight: bold; + } + + .taskTextOutsideRight.clickable { + cursor: pointer; + fill: ${i.taskTextClickableColor} !important; + font-weight: bold; + } + + + /* Specific task settings for the sections*/ + + .taskText0, + .taskText1, + .taskText2, + .taskText3 { + fill: ${i.taskTextColor}; + } + + .task0, + .task1, + .task2, + .task3 { + fill: ${i.taskBkgColor}; + stroke: ${i.taskBorderColor}; + } + + .taskTextOutside0, + .taskTextOutside2 + { + fill: ${i.taskTextOutsideColor}; + } + + .taskTextOutside1, + .taskTextOutside3 { + fill: ${i.taskTextOutsideColor}; + } + + + /* Active task */ + + .active0, + .active1, + .active2, + .active3 { + fill: ${i.activeTaskBkgColor}; + stroke: ${i.activeTaskBorderColor}; + } + + .activeText0, + .activeText1, + .activeText2, + .activeText3 { + fill: ${i.taskTextDarkColor} !important; + } + + + /* Completed task */ + + .done0, + .done1, + .done2, + .done3 { + stroke: ${i.doneTaskBorderColor}; + fill: ${i.doneTaskBkgColor}; + stroke-width: 2; + } + + .doneText0, + .doneText1, + .doneText2, + .doneText3 { + fill: ${i.taskTextDarkColor} !important; + } + + + /* Tasks on the critical line */ + + .crit0, + .crit1, + .crit2, + .crit3 { + stroke: ${i.critBorderColor}; + fill: ${i.critBkgColor}; + stroke-width: 2; + } + + .activeCrit0, + .activeCrit1, + .activeCrit2, + .activeCrit3 { + stroke: ${i.critBorderColor}; + fill: ${i.activeTaskBkgColor}; + stroke-width: 2; + } + + .doneCrit0, + .doneCrit1, + .doneCrit2, + .doneCrit3 { + stroke: ${i.critBorderColor}; + fill: ${i.doneTaskBkgColor}; + stroke-width: 2; + cursor: pointer; + shape-rendering: crispEdges; + } + + .milestone { + transform: rotate(45deg) scale(0.8,0.8); + } + + .milestoneText { + font-style: italic; + } + .doneCritText0, + .doneCritText1, + .doneCritText2, + .doneCritText3 { + fill: ${i.taskTextDarkColor} !important; + } + + .activeCritText0, + .activeCritText1, + .activeCritText2, + .activeCritText3 { + fill: ${i.taskTextDarkColor} !important; + } + + .titleText { + text-anchor: middle; + font-size: 18px; + fill: ${i.titleColor||i.textColor}; + font-family: var(--mermaid-font-family, "trebuchet ms", verdana, arial, sans-serif); + } +`}},Symbol.toStringTag,{value:"Module"}));var cve=function(){var i=function(v,b,y,T){for(y=y||{},T=v.length;T--;y[v[T]]=b);return y},s=[6,9,10],u={trace:function(){},yy:{},symbols_:{error:2,start:3,info:4,document:5,EOF:6,line:7,statement:8,NL:9,showInfo:10,$accept:0,$end:1},terminals_:{2:"error",4:"info",6:"EOF",9:"NL",10:"showInfo"},productions_:[0,[3,3],[5,0],[5,2],[7,1],[7,1],[8,1]],performAction:function(b,y,T,_,A,P,R){switch(P.length-1,A){case 1:return _;case 4:break;case 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this.yy=y||this.yy||{},this._input=b,this._more=this._backtrack=this.done=!1,this.yylineno=this.yyleng=0,this.yytext=this.matched=this.match="",this.conditionStack=["INITIAL"],this.yylloc={first_line:1,first_column:0,last_line:1,last_column:0},this.options.ranges&&(this.yylloc.range=[0,0]),this.offset=0,this},input:function(){var b=this._input[0];this.yytext+=b,this.yyleng++,this.offset++,this.match+=b,this.matched+=b;var y=b.match(/(?:\r\n?|\n).*/g);return y?(this.yylineno++,this.yylloc.last_line++):this.yylloc.last_column++,this.options.ranges&&this.yylloc.range[1]++,this._input=this._input.slice(1),b},unput:function(b){var y=b.length,T=b.split(/(?:\r\n?|\n)/g);this._input=b+this._input,this.yytext=this.yytext.substr(0,this.yytext.length-y),this.offset-=y;var _=this.match.split(/(?:\r\n?|\n)/g);this.match=this.match.substr(0,this.match.length-1),this.matched=this.matched.substr(0,this.matched.length-1),T.length-1&&(this.yylineno-=T.length-1);var A=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:T?(T.length===_.length?this.yylloc.first_column:0)+_[_.length-T.length].length-T[0].length:this.yylloc.first_column-y},this.options.ranges&&(this.yylloc.range=[A[0],A[0]+this.yyleng-y]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){if(this.options.backtrack_lexer)this._backtrack=!0;else return this.parseError("Lexical error on line "+(this.yylineno+1)+`. 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Unrecognized text. +`+this.showPosition(),{text:"",token:null,line:this.yylineno})},lex:function(){var y=this.next();return y||this.lex()},begin:function(y){this.conditionStack.push(y)},popState:function(){var y=this.conditionStack.length-1;return y>0?this.conditionStack.pop():this.conditionStack[0]},_currentRules:function(){return this.conditionStack.length&&this.conditionStack[this.conditionStack.length-1]?this.conditions[this.conditionStack[this.conditionStack.length-1]].rules:this.conditions.INITIAL.rules},topState:function(y){return y=this.conditionStack.length-1-Math.abs(y||0),y>=0?this.conditionStack[y]:"INITIAL"},pushState:function(y){this.begin(y)},stateStackSize:function(){return this.conditionStack.length},options:{"case-insensitive":!0},performAction:function(y,T,_,A){switch(_){case 0:return 4;case 1:return 9;case 2:return"space";case 3:return 10;case 4:return 6;case 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+ // fill: white; + } + .legend text { + fill: ${i.pieLegendTextColor}; + font-family: ${i.fontFamily}; + font-size: ${i.pieLegendTextSize}; + } +`,knn=i=>{const s=Object.entries(i).map(d=>({label:d[0],value:d[1]})).sort((d,p)=>p.value-d.value);return SNt().value(d=>d.value)(s)},Enn=Object.freeze(Object.defineProperty({__proto__:null,diagram:{parser:vnn,db:ynn,renderer:{draw:(i,s,u,d)=>{Xe.debug(`rendering pie chart +`+i);const p=d.db,v=qt(),b=JF(p.getConfig(),v.pie),y=40,T=18,_=4,A=450,P=A,R=rR(s),F=R.append("g"),j=p.getSections();F.attr("transform","translate("+P/2+","+A/2+")");const{themeVariables:K}=v;let[ee]=NC(K.pieOuterStrokeWidth);ee??(ee=2);const ie=b.textPosition,oe=Math.min(P,A)/2-y,pe=lD().innerRadius(0).outerRadius(oe),be=lD().innerRadius(oe*ie).outerRadius(oe*ie);F.append("circle").attr("cx",0).attr("cy",0).attr("r",oe+ee/2).attr("class","pieOuterCircle");const ae=knn(j),ne=[K.pie1,K.pie2,K.pie3,K.pie4,K.pie5,K.pie6,K.pie7,K.pie8,K.pie9,K.pie10,K.pie11,K.pie12],se=_F(ne);F.selectAll("mySlices").data(ae).enter().append("path").attr("d",pe).attr("fill",xe=>se(xe.data.label)).attr("class","pieCircle");let de=0;Object.keys(j).forEach(xe=>{de+=j[xe]}),F.selectAll("mySlices").data(ae).enter().append("text").text(xe=>(xe.data.value/de*100).toFixed(0)+"%").attr("transform",xe=>"translate("+be.centroid(xe)+")").style("text-anchor","middle").attr("class","slice"),F.append("text").text(p.getDiagramTitle()).attr("x",0).attr("y",-(A-50)/2).attr("class","pieTitleText");const X=F.selectAll(".legend").data(se.domain()).enter().append("g").attr("class","legend").attr("transform",(xe,U)=>{const 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kt=Qe.length-1;switch(Pt){case 12:this.$=Qe[kt].trim(),xt.setDiagramTitle(this.$);break;case 13:this.$=Qe[kt].trim(),xt.setAccTitle(this.$);break;case 14:case 15:this.$=Qe[kt].trim(),xt.setAccDescription(this.$);break;case 16:xt.addSection(Qe[kt].substr(8)),this.$=Qe[kt].substr(8);break;case 17:xt.addPoint(Qe[kt-3],Qe[kt-1],Qe[kt]);break;case 18:xt.setXAxisLeftText(Qe[kt-2]),xt.setXAxisRightText(Qe[kt]);break;case 19:Qe[kt-1].text+=" ⟶ ",xt.setXAxisLeftText(Qe[kt-1]);break;case 20:xt.setXAxisLeftText(Qe[kt]);break;case 21:xt.setYAxisBottomText(Qe[kt-2]),xt.setYAxisTopText(Qe[kt]);break;case 22:Qe[kt-1].text+=" ⟶ ",xt.setYAxisBottomText(Qe[kt-1]);break;case 23:xt.setYAxisBottomText(Qe[kt]);break;case 24:xt.setQuadrant1Text(Qe[kt]);break;case 25:xt.setQuadrant2Text(Qe[kt]);break;case 26:xt.setQuadrant3Text(Qe[kt]);break;case 27:xt.setQuadrant4Text(Qe[kt]);break;case 31:this.$={text:Qe[kt],type:"text"};break;case 32:this.$={text:Qe[kt-1].text+""+Qe[kt],type:Qe[kt-1].type};break;case 33:this.$={text:Qe[kt],type:"text"};break;case 34:this.$={text:Qe[kt],type:"markdown"};break;case 35:this.$=Qe[kt];break;case 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2:if(An=this.productions_[At[1]][1],on.$=Pt[Pt.length-An],on._$={first_line:Qe[Qe.length-(An||1)].first_line,last_line:Qe[Qe.length-1].last_line,first_column:Qe[Qe.length-(An||1)].first_column,last_column:Qe[Qe.length-1].last_column},Tr&&(on._$.range=[Qe[Qe.length-(An||1)].range[0],Qe[Qe.length-1].range[1]]),wt=this.performAction.apply(on,[kt,ht,On,Ma.yy,At[1],Pt,Qe].concat(ji)),typeof wt<"u")return wt;An&&(ln=ln.slice(0,-1*An*2),Pt=Pt.slice(0,-1*An),Qe=Qe.slice(0,-1*An)),ln.push(this.productions_[At[1]][0]),Pt.push(on.$),Qe.push(on._$),oo=Dt[ln[ln.length-2]][ln[ln.length-1]],ln.push(oo);break;case 3:return!0}}return!0}},Ne=function(){var _t={EOF:1,parseError:function(Gt,ln){if(this.yy.parser)this.yy.parser.parseError(Gt,ln);else throw new Error(Gt)},setInput:function(Et,Gt){return this.yy=Gt||this.yy||{},this._input=Et,this._more=this._backtrack=this.done=!1,this.yylineno=this.yyleng=0,this.yytext=this.matched=this.match="",this.conditionStack=["INITIAL"],this.yylloc={first_line:1,first_column:0,last_line:1,last_column:0},this.options.ranges&&(this.yylloc.range=[0,0]),this.offset=0,this},input:function(){var Et=this._input[0];this.yytext+=Et,this.yyleng++,this.offset++,this.match+=Et,this.matched+=Et;var Gt=Et.match(/(?:\r\n?|\n).*/g);return Gt?(this.yylineno++,this.yylloc.last_line++):this.yylloc.last_column++,this.options.ranges&&this.yylloc.range[1]++,this._input=this._input.slice(1),Et},unput:function(Et){var Gt=Et.length,ln=Et.split(/(?:\r\n?|\n)/g);this._input=Et+this._input,this.yytext=this.yytext.substr(0,this.yytext.length-Gt),this.offset-=Gt;var xt=this.match.split(/(?:\r\n?|\n)/g);this.match=this.match.substr(0,this.match.length-1),this.matched=this.matched.substr(0,this.matched.length-1),ln.length-1&&(this.yylineno-=ln.length-1);var Pt=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:ln?(ln.length===xt.length?this.yylloc.first_column:0)+xt[xt.length-ln.length].length-ln[0].length:this.yylloc.first_column-Gt},this.options.ranges&&(this.yylloc.range=[Pt[0],Pt[0]+this.yyleng-Gt]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){if(this.options.backtrack_lexer)this._backtrack=!0;else return this.parseError("Lexical error on line "+(this.yylineno+1)+`. You can only invoke reject() in the lexer when the lexer is of the backtracking persuasion (options.backtrack_lexer = true). +`+this.showPosition(),{text:"",token:null,line:this.yylineno});return this},less:function(Et){this.unput(this.match.slice(Et))},pastInput:function(){var Et=this.matched.substr(0,this.matched.length-this.match.length);return(Et.length>20?"...":"")+Et.substr(-20).replace(/\n/g,"")},upcomingInput:function(){var Et=this.match;return Et.length<20&&(Et+=this._input.substr(0,20-Et.length)),(Et.substr(0,20)+(Et.length>20?"...":"")).replace(/\n/g,"")},showPosition:function(){var Et=this.pastInput(),Gt=new Array(Et.length+1).join("-");return Et+this.upcomingInput()+` +`+Gt+"^"},test_match:function(Et,Gt){var ln,xt,Pt;if(this.options.backtrack_lexer&&(Pt={yylineno:this.yylineno,yylloc:{first_line:this.yylloc.first_line,last_line:this.last_line,first_column:this.yylloc.first_column,last_column:this.yylloc.last_column},yytext:this.yytext,match:this.match,matches:this.matches,matched:this.matched,yyleng:this.yyleng,offset:this.offset,_more:this._more,_input:this._input,yy:this.yy,conditionStack:this.conditionStack.slice(0),done:this.done},this.options.ranges&&(Pt.yylloc.range=this.yylloc.range.slice(0))),xt=Et[0].match(/(?:\r\n?|\n).*/g),xt&&(this.yylineno+=xt.length),this.yylloc={first_line:this.yylloc.last_line,last_line:this.yylineno+1,first_column:this.yylloc.last_column,last_column:xt?xt[xt.length-1].length-xt[xt.length-1].match(/\r?\n?/)[0].length:this.yylloc.last_column+Et[0].length},this.yytext+=Et[0],this.match+=Et[0],this.matches=Et,this.yyleng=this.yytext.length,this.options.ranges&&(this.yylloc.range=[this.offset,this.offset+=this.yyleng]),this._more=!1,this._backtrack=!1,this._input=this._input.slice(Et[0].length),this.matched+=Et[0],ln=this.performAction.call(this,this.yy,this,Gt,this.conditionStack[this.conditionStack.length-1]),this.done&&this._input&&(this.done=!1),ln)return ln;if(this._backtrack){for(var Qe in Pt)this[Qe]=Pt[Qe];return!1}return!1},next:function(){if(this.done)return this.EOF;this._input||(this.done=!0);var Et,Gt,ln,xt;this._more||(this.yytext="",this.match="");for(var Pt=this._currentRules(),Qe=0;QeGt[0].length)){if(Gt=ln,xt=Qe,this.options.backtrack_lexer){if(Et=this.test_match(ln,Pt[Qe]),Et!==!1)return Et;if(this._backtrack){Gt=!1;continue}else return!1}else if(!this.options.flex)break}return Gt?(Et=this.test_match(Gt,Pt[xt]),Et!==!1?Et:!1):this._input===""?this.EOF:this.parseError("Lexical error on line "+(this.yylineno+1)+`. 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this.begin("acc_title"),15;case 7:return this.popState(),"acc_title_value";case 8:return this.begin("acc_descr"),17;case 9:return this.popState(),"acc_descr_value";case 10:this.begin("acc_descr_multiline");break;case 11:this.popState();break;case 12:return"acc_descr_multiline_value";case 13:return 25;case 14:return 27;case 15:return 26;case 16:return 28;case 17:return 29;case 18:return 30;case 19:return 31;case 20:this.begin("md_string");break;case 21:return"MD_STR";case 22:this.popState();break;case 23:this.begin("string");break;case 24:this.popState();break;case 25:return"STR";case 26:return this.begin("point_start"),22;case 27:return this.begin("point_x"),23;case 28:this.popState();break;case 29:this.popState(),this.begin("point_y");break;case 30:return this.popState(),24;case 31:return 6;case 32:return 43;case 33:return"COLON";case 34:return 45;case 35:return 44;case 36:return 46;case 37:return 46;case 38:return 47;case 39:return 49;case 40:return 50;case 41:return 48;case 42:return 41;case 43:return 51;case 44:return 42;case 45:return 5;case 46:return 33;case 47:return 40;case 48:return 34}},rules:[/^(?:%%(?!\{)[^\n]*)/i,/^(?:[^\}]%%[^\n]*)/i,/^(?:[\n\r]+)/i,/^(?:%%[^\n]*)/i,/^(?:title\b)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accTitle\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*\{\s*)/i,/^(?:[\}])/i,/^(?:[^\}]*)/i,/^(?: *x-axis *)/i,/^(?: *y-axis *)/i,/^(?: *--+> *)/i,/^(?: *quadrant-1 *)/i,/^(?: *quadrant-2 *)/i,/^(?: *quadrant-3 *)/i,/^(?: *quadrant-4 *)/i,/^(?:["][`])/i,/^(?:[^`"]+)/i,/^(?:[`]["])/i,/^(?:["])/i,/^(?:["])/i,/^(?:[^"]*)/i,/^(?:\s*:\s*\[\s*)/i,/^(?:(1)|(0(.\d+)?))/i,/^(?:\s*\] *)/i,/^(?:\s*,\s*)/i,/^(?:(1)|(0(.\d+)?))/i,/^(?: *quadrantChart *)/i,/^(?:[A-Za-z]+)/i,/^(?::)/i,/^(?:\+)/i,/^(?:,)/i,/^(?:=)/i,/^(?:=)/i,/^(?:\*)/i,/^(?:#)/i,/^(?:[\_])/i,/^(?:\.)/i,/^(?:&)/i,/^(?:-)/i,/^(?:[0-9]+)/i,/^(?:\s)/i,/^(?:;)/i,/^(?:[!"#$%&'*+,-.`?\\_/])/i,/^(?:$)/i],conditions:{point_y:{rules:[30],inclusive:!1},point_x:{rules:[29],inclusive:!1},point_start:{rules:[27,28],inclusive:!1},acc_descr_multiline:{rules:[11,12],inclusive:!1},acc_descr:{rules:[9],inclusive:!1},acc_title:{rules:[7],inclusive:!1},title:{rules:[5],inclusive:!1},md_string:{rules:[21,22],inclusive:!1},string:{rules:[24,25],inclusive:!1},INITIAL:{rules:[0,1,2,3,4,6,8,10,13,14,15,16,17,18,19,20,23,26,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],inclusive:!0}}};return _t}();Ft.lexer=Ne;function gn(){this.yy={}}return gn.prototype=Ft,Ft.Parser=gn,new gn}();fve.parser=fve;const Tnn=fve,Pp=f2e();class Cnn{constructor(){this.config=this.getDefaultConfig(),this.themeConfig=this.getDefaultThemeConfig(),this.data=this.getDefaultData()}getDefaultData(){return{titleText:"",quadrant1Text:"",quadrant2Text:"",quadrant3Text:"",quadrant4Text:"",xAxisLeftText:"",xAxisRightText:"",yAxisBottomText:"",yAxisTopText:"",points:[]}}getDefaultConfig(){var s,u,d,p,v,b,y,T,_,A,P,R,F,j,K,ee,ie,oe;return{showXAxis:!0,showYAxis:!0,showTitle:!0,chartHeight:((s=sh.quadrantChart)==null?void 0:s.chartWidth)||500,chartWidth:((u=sh.quadrantChart)==null?void 0:u.chartHeight)||500,titlePadding:((d=sh.quadrantChart)==null?void 0:d.titlePadding)||10,titleFontSize:((p=sh.quadrantChart)==null?void 0:p.titleFontSize)||20,quadrantPadding:((v=sh.quadrantChart)==null?void 0:v.quadrantPadding)||5,xAxisLabelPadding:((b=sh.quadrantChart)==null?void 0:b.xAxisLabelPadding)||5,yAxisLabelPadding:((y=sh.quadrantChart)==null?void 0:y.yAxisLabelPadding)||5,xAxisLabelFontSize:((T=sh.quadrantChart)==null?void 0:T.xAxisLabelFontSize)||16,yAxisLabelFontSize:((_=sh.quadrantChart)==null?void 0:_.yAxisLabelFontSize)||16,quadrantLabelFontSize:((A=sh.quadrantChart)==null?void 0:A.quadrantLabelFontSize)||16,quadrantTextTopPadding:((P=sh.quadrantChart)==null?void 0:P.quadrantTextTopPadding)||5,pointTextPadding:((R=sh.quadrantChart)==null?void 0:R.pointTextPadding)||5,pointLabelFontSize:((F=sh.quadrantChart)==null?void 0:F.pointLabelFontSize)||12,pointRadius:((j=sh.quadrantChart)==null?void 0:j.pointRadius)||5,xAxisPosition:((K=sh.quadrantChart)==null?void 0:K.xAxisPosition)||"top",yAxisPosition:((ee=sh.quadrantChart)==null?void 0:ee.yAxisPosition)||"left",quadrantInternalBorderStrokeWidth:((ie=sh.quadrantChart)==null?void 0:ie.quadrantInternalBorderStrokeWidth)||1,quadrantExternalBorderStrokeWidth:((oe=sh.quadrantChart)==null?void 0:oe.quadrantExternalBorderStrokeWidth)||2}}getDefaultThemeConfig(){return{quadrant1Fill:Pp.quadrant1Fill,quadrant2Fill:Pp.quadrant2Fill,quadrant3Fill:Pp.quadrant3Fill,quadrant4Fill:Pp.quadrant4Fill,quadrant1TextFill:Pp.quadrant1TextFill,quadrant2TextFill:Pp.quadrant2TextFill,quadrant3TextFill:Pp.quadrant3TextFill,quadrant4TextFill:Pp.quadrant4TextFill,quadrantPointFill:Pp.quadrantPointFill,quadrantPointTextFill:Pp.quadrantPointTextFill,quadrantXAxisTextFill:Pp.quadrantXAxisTextFill,quadrantYAxisTextFill:Pp.quadrantYAxisTextFill,quadrantTitleFill:Pp.quadrantTitleFill,quadrantInternalBorderStrokeFill:Pp.quadrantInternalBorderStrokeFill,quadrantExternalBorderStrokeFill:Pp.quadrantExternalBorderStrokeFill}}clear(){this.config=this.getDefaultConfig(),this.themeConfig=this.getDefaultThemeConfig(),this.data=this.getDefaultData(),Xe.info("clear called")}setData(s){this.data={...this.data,...s}}addPoints(s){this.data.points=[...s,...this.data.points]}setConfig(s){Xe.trace("setConfig called with: ",s),this.config={...this.config,...s}}setThemeConfig(s){Xe.trace("setThemeConfig called with: ",s),this.themeConfig={...this.themeConfig,...s}}calculateSpace(s,u,d,p){const v=this.config.xAxisLabelPadding*2+this.config.xAxisLabelFontSize,b={top:s==="top"&&u?v:0,bottom:s==="bottom"&&u?v:0},y=this.config.yAxisLabelPadding*2+this.config.yAxisLabelFontSize,T={left:this.config.yAxisPosition==="left"&&d?y:0,right:this.config.yAxisPosition==="right"&&d?y:0},_=this.config.titleFontSize+this.config.titlePadding*2,A={top:p?_:0},P=this.config.quadrantPadding+T.left,R=this.config.quadrantPadding+b.top+A.top,F=this.config.chartWidth-this.config.quadrantPadding*2-T.left-T.right,j=this.config.chartHeight-this.config.quadrantPadding*2-b.top-b.bottom-A.top,K=F/2,ee=j/2;return{xAxisSpace:b,yAxisSpace:T,titleSpace:A,quadrantSpace:{quadrantLeft:P,quadrantTop:R,quadrantWidth:F,quadrantHalfWidth:K,quadrantHeight:j,quadrantHalfHeight:ee}}}getAxisLabels(s,u,d,p){const{quadrantSpace:v,titleSpace:b}=p,{quadrantHalfHeight:y,quadrantHeight:T,quadrantLeft:_,quadrantHalfWidth:A,quadrantTop:P,quadrantWidth:R}=v,F=!!this.data.xAxisRightText,j=!!this.data.yAxisTopText,K=[];return this.data.xAxisLeftText&&u&&K.push({text:this.data.xAxisLeftText,fill:this.themeConfig.quadrantXAxisTextFill,x:_+(F?A/2:0),y:s==="top"?this.config.xAxisLabelPadding+b.top:this.config.xAxisLabelPadding+P+T+this.config.quadrantPadding,fontSize:this.config.xAxisLabelFontSize,verticalPos:F?"center":"left",horizontalPos:"top",rotation:0}),this.data.xAxisRightText&&u&&K.push({text:this.data.xAxisRightText,fill:this.themeConfig.quadrantXAxisTextFill,x:_+A+(F?A/2:0),y:s==="top"?this.config.xAxisLabelPadding+b.top:this.config.xAxisLabelPadding+P+T+this.config.quadrantPadding,fontSize:this.config.xAxisLabelFontSize,verticalPos:F?"center":"left",horizontalPos:"top",rotation:0}),this.data.yAxisBottomText&&d&&K.push({text:this.data.yAxisBottomText,fill:this.themeConfig.quadrantYAxisTextFill,x:this.config.yAxisPosition==="left"?this.config.yAxisLabelPadding:this.config.yAxisLabelPadding+_+R+this.config.quadrantPadding,y:P+T-(j?y/2:0),fontSize:this.config.yAxisLabelFontSize,verticalPos:j?"center":"left",horizontalPos:"top",rotation:-90}),this.data.yAxisTopText&&d&&K.push({text:this.data.yAxisTopText,fill:this.themeConfig.quadrantYAxisTextFill,x:this.config.yAxisPosition==="left"?this.config.yAxisLabelPadding:this.config.yAxisLabelPadding+_+R+this.config.quadrantPadding,y:P+y-(j?y/2:0),fontSize:this.config.yAxisLabelFontSize,verticalPos:j?"center":"left",horizontalPos:"top",rotation:-90}),K}getQuadrants(s){const{quadrantSpace:u}=s,{quadrantHalfHeight:d,quadrantLeft:p,quadrantHalfWidth:v,quadrantTop:b}=u,y=[{text:{text:this.data.quadrant1Text,fill:this.themeConfig.quadrant1TextFill,x:0,y:0,fontSize:this.config.quadrantLabelFontSize,verticalPos:"center",horizontalPos:"middle",rotation:0},x:p+v,y:b,width:v,height:d,fill:this.themeConfig.quadrant1Fill},{text:{text:this.data.quadrant2Text,fill:this.themeConfig.quadrant2TextFill,x:0,y:0,fontSize:this.config.quadrantLabelFontSize,verticalPos:"center",horizontalPos:"middle",rotation:0},x:p,y:b,width:v,height:d,fill:this.themeConfig.quadrant2Fill},{text:{text:this.data.quadrant3Text,fill:this.themeConfig.quadrant3TextFill,x:0,y:0,fontSize:this.config.quadrantLabelFontSize,verticalPos:"center",horizontalPos:"middle",rotation:0},x:p,y:b+d,width:v,height:d,fill:this.themeConfig.quadrant3Fill},{text:{text:this.data.quadrant4Text,fill:this.themeConfig.quadrant4TextFill,x:0,y:0,fontSize:this.config.quadrantLabelFontSize,verticalPos:"center",horizontalPos:"middle",rotation:0},x:p+v,y:b+d,width:v,height:d,fill:this.themeConfig.quadrant4Fill}];for(const T of y)T.text.x=T.x+T.width/2,this.data.points.length===0?(T.text.y=T.y+T.height/2,T.text.horizontalPos="middle"):(T.text.y=T.y+this.config.quadrantTextTopPadding,T.text.horizontalPos="top");return y}getQuadrantPoints(s){const{quadrantSpace:u}=s,{quadrantHeight:d,quadrantLeft:p,quadrantTop:v,quadrantWidth:b}=u,y=sD().domain([0,1]).range([p,b+p]),T=sD().domain([0,1]).range([d+v,v]);return this.data.points.map(A=>({x:y(A.x),y:T(A.y),fill:this.themeConfig.quadrantPointFill,radius:this.config.pointRadius,text:{text:A.text,fill:this.themeConfig.quadrantPointTextFill,x:y(A.x),y:T(A.y)+this.config.pointTextPadding,verticalPos:"center",horizontalPos:"top",fontSize:this.config.pointLabelFontSize,rotation:0}}))}getBorders(s){const u=this.config.quadrantExternalBorderStrokeWidth/2,{quadrantSpace:d}=s,{quadrantHalfHeight:p,quadrantHeight:v,quadrantLeft:b,quadrantHalfWidth:y,quadrantTop:T,quadrantWidth:_}=d;return[{strokeFill:this.themeConfig.quadrantExternalBorderStrokeFill,strokeWidth:this.config.quadrantExternalBorderStrokeWidth,x1:b-u,y1:T,x2:b+_+u,y2:T},{strokeFill:this.themeConfig.quadrantExternalBorderStrokeFill,strokeWidth:this.config.quadrantExternalBorderStrokeWidth,x1:b+_,y1:T+u,x2:b+_,y2:T+v-u},{strokeFill:this.themeConfig.quadrantExternalBorderStrokeFill,strokeWidth:this.config.quadrantExternalBorderStrokeWidth,x1:b-u,y1:T+v,x2:b+_+u,y2:T+v},{strokeFill:this.themeConfig.quadrantExternalBorderStrokeFill,strokeWidth:this.config.quadrantExternalBorderStrokeWidth,x1:b,y1:T+u,x2:b,y2:T+v-u},{strokeFill:this.themeConfig.quadrantInternalBorderStrokeFill,strokeWidth:this.config.quadrantInternalBorderStrokeWidth,x1:b+y,y1:T+u,x2:b+y,y2:T+v-u},{strokeFill:this.themeConfig.quadrantInternalBorderStrokeFill,strokeWidth:this.config.quadrantInternalBorderStrokeWidth,x1:b+u,y1:T+p,x2:b+_-u,y2:T+p}]}getTitle(s){if(s)return{text:this.data.titleText,fill:this.themeConfig.quadrantTitleFill,fontSize:this.config.titleFontSize,horizontalPos:"top",verticalPos:"center",rotation:0,y:this.config.titlePadding,x:this.config.chartWidth/2}}build(){const s=this.config.showXAxis&&!!(this.data.xAxisLeftText||this.data.xAxisRightText),u=this.config.showYAxis&&!!(this.data.yAxisTopText||this.data.yAxisBottomText),d=this.config.showTitle&&!!this.data.titleText,p=this.data.points.length>0?"bottom":this.config.xAxisPosition,v=this.calculateSpace(p,s,u,d);return{points:this.getQuadrantPoints(v),quadrants:this.getQuadrants(v),axisLabels:this.getAxisLabels(p,s,u,v),borderLines:this.getBorders(v),title:this.getTitle(d)}}}const Snn=qt();function U7(i){return Yf(i.trim(),Snn)}const Rg=new Cnn;function _nn(i){Rg.setData({quadrant1Text:U7(i.text)})}function Ann(i){Rg.setData({quadrant2Text:U7(i.text)})}function Lnn(i){Rg.setData({quadrant3Text:U7(i.text)})}function Mnn(i){Rg.setData({quadrant4Text:U7(i.text)})}function Dnn(i){Rg.setData({xAxisLeftText:U7(i.text)})}function Inn(i){Rg.setData({xAxisRightText:U7(i.text)})}function Onn(i){Rg.setData({yAxisTopText:U7(i.text)})}function Nnn(i){Rg.setData({yAxisBottomText:U7(i.text)})}function Pnn(i,s,u){Rg.addPoints([{x:s,y:u,text:U7(i.text)}])}function Bnn(i){Rg.setConfig({chartWidth:i})}function Fnn(i){Rg.setConfig({chartHeight:i})}function Rnn(){const i=qt(),{themeVariables:s,quadrantChart:u}=i;return u&&Rg.setConfig(u),Rg.setThemeConfig({quadrant1Fill:s.quadrant1Fill,quadrant2Fill:s.quadrant2Fill,quadrant3Fill:s.quadrant3Fill,quadrant4Fill:s.quadrant4Fill,quadrant1TextFill:s.quadrant1TextFill,quadrant2TextFill:s.quadrant2TextFill,quadrant3TextFill:s.quadrant3TextFill,quadrant4TextFill:s.quadrant4TextFill,quadrantPointFill:s.quadrantPointFill,quadrantPointTextFill:s.quadrantPointTextFill,quadrantXAxisTextFill:s.quadrantXAxisTextFill,quadrantYAxisTextFill:s.quadrantYAxisTextFill,quadrantExternalBorderStrokeFill:s.quadrantExternalBorderStrokeFill,quadrantInternalBorderStrokeFill:s.quadrantInternalBorderStrokeFill,quadrantTitleFill:s.quadrantTitleFill}),Rg.setData({titleText:Ap()}),Rg.build()}const jnn=Object.freeze(Object.defineProperty({__proto__:null,diagram:{parser:Tnn,db:{setWidth:Bnn,setHeight:Fnn,setQuadrant1Text:_nn,setQuadrant2Text:Ann,setQuadrant3Text:Lnn,setQuadrant4Text:Mnn,setXAxisLeftText:Dnn,setXAxisRightText:Inn,setYAxisTopText:Onn,setYAxisBottomText:Nnn,addPoint:Pnn,getQuadrantData:Rnn,clear:function(){Rg.clear(),Pg()},setAccTitle:Bg,getAccTitle:Cp,setDiagramTitle:cm,getDiagramTitle:Ap,getAccDescription:_p,setAccDescription:Sp},renderer:{draw:(i,s,u,d)=>{var de,X,ge;function p(W){return W==="top"?"hanging":"middle"}function v(W){return W==="left"?"start":"middle"}function b(W){return`translate(${W.x}, ${W.y}) rotate(${W.rotation||0})`}const y=qt();Xe.debug(`Rendering quadrant chart +`+i);const T=y.securityLevel;let _;T==="sandbox"&&(_=Ir("#i"+s));const P=Ir(T==="sandbox"?_.nodes()[0].contentDocument.body:"body").select(`[id="${s}"]`),R=P.append("g").attr("class","main"),F=((de=y.quadrantChart)==null?void 0:de.chartWidth)||500,j=((X=y.quadrantChart)==null?void 0:X.chartHeight)||500;Ng(P,j,F,((ge=y.quadrantChart)==null?void 0:ge.useMaxWidth)||!0),P.attr("viewBox","0 0 "+F+" "+j),d.db.setHeight(j),d.db.setWidth(F);const K=d.db.getQuadrantData(),ee=R.append("g").attr("class","quadrants"),ie=R.append("g").attr("class","border"),oe=R.append("g").attr("class","data-points"),pe=R.append("g").attr("class","labels"),be=R.append("g").attr("class","title");K.title&&be.append("text").attr("x",0).attr("y",0).attr("fill",K.title.fill).attr("font-size",K.title.fontSize).attr("dominant-baseline",p(K.title.horizontalPos)).attr("text-anchor",v(K.title.verticalPos)).attr("transform",b(K.title)).text(K.title.text),K.borderLines&&ie.selectAll("line").data(K.borderLines).enter().append("line").attr("x1",W=>W.x1).attr("y1",W=>W.y1).attr("x2",W=>W.x2).attr("y2",W=>W.y2).style("stroke",W=>W.strokeFill).style("stroke-width",W=>W.strokeWidth);const ae=ee.selectAll("g.quadrant").data(K.quadrants).enter().append("g").attr("class","quadrant");ae.append("rect").attr("x",W=>W.x).attr("y",W=>W.y).attr("width",W=>W.width).attr("height",W=>W.height).attr("fill",W=>W.fill),ae.append("text").attr("x",0).attr("y",0).attr("fill",W=>W.text.fill).attr("font-size",W=>W.text.fontSize).attr("dominant-baseline",W=>p(W.text.horizontalPos)).attr("text-anchor",W=>v(W.text.verticalPos)).attr("transform",W=>b(W.text)).text(W=>W.text.text),pe.selectAll("g.label").data(K.axisLabels).enter().append("g").attr("class","label").append("text").attr("x",0).attr("y",0).text(W=>W.text).attr("fill",W=>W.fill).attr("font-size",W=>W.fontSize).attr("dominant-baseline",W=>p(W.horizontalPos)).attr("text-anchor",W=>v(W.verticalPos)).attr("transform",W=>b(W));const se=oe.selectAll("g.data-point").data(K.points).enter().append("g").attr("class","data-point");se.append("circle").attr("cx",W=>W.x).attr("cy",W=>W.y).attr("r",W=>W.radius).attr("fill",W=>W.fill),se.append("text").attr("x",0).attr("y",0).text(W=>W.text.text).attr("fill",W=>W.text.fill).attr("font-size",W=>W.text.fontSize).attr("dominant-baseline",W=>p(W.text.horizontalPos)).attr("text-anchor",W=>v(W.text.verticalPos)).attr("transform",W=>b(W.text))}},styles:()=>""}},Symbol.toStringTag,{value:"Module"}));var dve=function(){var i=function(Pe,je,Ie,Se){for(Ie=Ie||{},Se=Pe.length;Se--;Ie[Pe[Se]]=je);return Ie},s=[1,10,12,14,16,18,19,21,23],u=[2,6],d=[1,3],p=[1,5],v=[1,6],b=[1,7],y=[1,5,10,12,14,16,18,19,21,23,34,35,36],T=[1,25],_=[1,26],A=[1,28],P=[1,29],R=[1,30],F=[1,31],j=[1,32],K=[1,33],ee=[1,34],ie=[1,35],oe=[1,36],pe=[1,37],be=[1,43],ae=[1,42],ne=[1,47],se=[1,50],de=[1,10,12,14,16,18,19,21,23,34,35,36],X=[1,10,12,14,16,18,19,21,23,24,26,27,28,34,35,36],ge=[1,10,12,14,16,18,19,21,23,24,26,27,28,34,35,36,41,42,43,44,45,46,47,48,49,50],W=[1,64],xe={trace:function(){},yy:{},symbols_:{error:2,start:3,eol:4,XYCHART:5,chartConfig:6,document:7,CHART_ORIENTATION:8,statement:9,title:10,text:11,X_AXIS:12,parseXAxis:13,Y_AXIS:14,parseYAxis:15,LINE:16,plotData:17,BAR:18,acc_title:19,acc_title_value:20,acc_descr:21,acc_descr_value:22,acc_descr_multiline_value:23,SQUARE_BRACES_START:24,commaSeparatedNumbers:25,SQUARE_BRACES_END:26,NUMBER_WITH_DECIMAL:27,COMMA:28,xAxisData:29,bandData:30,ARROW_DELIMITER:31,commaSeparatedTexts:32,yAxisData:33,NEWLINE:34,SEMI:35,EOF:36,alphaNum:37,STR:38,MD_STR:39,alphaNumToken:40,AMP:41,NUM:42,ALPHA:43,PLUS:44,EQUALS:45,MULT:46,DOT:47,BRKT:48,MINUS:49,UNDERSCORE:50,$accept:0,$end:1},terminals_:{2:"error",5:"XYCHART",8:"CHART_ORIENTATION",10:"title",12:"X_AXIS",14:"Y_AXIS",16:"LINE",18:"BAR",19:"acc_title",20:"acc_title_value",21:"acc_descr",22:"acc_descr_value",23:"acc_descr_multiline_value",24:"SQUARE_BRACES_START",26:"SQUARE_BRACES_END",27:"NUMBER_WITH_DECIMAL",28:"COMMA",31:"ARROW_DELIMITER",34:"NEWLINE",35:"SEMI",36:"EOF",38:"STR",39:"MD_STR",41:"AMP",42:"NUM",43:"ALPHA",44:"PLUS",45:"EQUALS",46:"MULT",47:"DOT",48:"BRKT",49:"MINUS",50:"UNDERSCORE"},productions_:[0,[3,2],[3,3],[3,2],[3,1],[6,1],[7,0],[7,2],[9,2],[9,2],[9,2],[9,2],[9,2],[9,3],[9,2],[9,3],[9,2],[9,2],[9,1],[17,3],[25,3],[25,1],[13,1],[13,2],[13,1],[29,1],[29,3],[30,3],[32,3],[32,1],[15,1],[15,2],[15,1],[33,3],[4,1],[4,1],[4,1],[11,1],[11,1],[11,1],[37,1],[37,2],[40,1],[40,1],[40,1],[40,1],[40,1],[40,1],[40,1],[40,1],[40,1],[40,1]],performAction:function(je,Ie,Se,Ce,ke,Ke,Ft){var Ne=Ke.length-1;switch(ke){case 5:Ce.setOrientation(Ke[Ne]);break;case 9:Ce.setDiagramTitle(Ke[Ne].text.trim());break;case 12:Ce.setLineData({text:"",type:"text"},Ke[Ne]);break;case 13:Ce.setLineData(Ke[Ne-1],Ke[Ne]);break;case 14:Ce.setBarData({text:"",type:"text"},Ke[Ne]);break;case 15:Ce.setBarData(Ke[Ne-1],Ke[Ne]);break;case 16:this.$=Ke[Ne].trim(),Ce.setAccTitle(this.$);break;case 17:case 18:this.$=Ke[Ne].trim(),Ce.setAccDescription(this.$);break;case 19:this.$=Ke[Ne-1];break;case 20:this.$=[Number(Ke[Ne-2]),...Ke[Ne]];break;case 21:this.$=[Number(Ke[Ne])];break;case 22:Ce.setXAxisTitle(Ke[Ne]);break;case 23:Ce.setXAxisTitle(Ke[Ne-1]);break;case 24:Ce.setXAxisTitle({type:"text",text:""});break;case 25:Ce.setXAxisBand(Ke[Ne]);break;case 26:Ce.setXAxisRangeData(Number(Ke[Ne-2]),Number(Ke[Ne]));break;case 27:this.$=Ke[Ne-1];break;case 28:this.$=[Ke[Ne-2],...Ke[Ne]];break;case 29:this.$=[Ke[Ne]];break;case 30:Ce.setYAxisTitle(Ke[Ne]);break;case 31:Ce.setYAxisTitle(Ke[Ne-1]);break;case 32:Ce.setYAxisTitle({type:"text",text:""});break;case 33:Ce.setYAxisRangeData(Number(Ke[Ne-2]),Number(Ke[Ne]));break;case 37:this.$={text:Ke[Ne],type:"text"};break;case 38:this.$={text:Ke[Ne],type:"text"};break;case 39:this.$={text:Ke[Ne],type:"markdown"};break;case 40:this.$=Ke[Ne];break;case 41:this.$=Ke[Ne-1]+""+Ke[Ne];break}},table:[i(s,u,{3:1,4:2,7:4,5:d,34:p,35:v,36:b}),{1:[3]},i(s,u,{4:2,7:4,3:8,5:d,34:p,35:v,36:b}),i(s,u,{4:2,7:4,6:9,3:10,5:d,8:[1,11],34:p,35:v,36:b}),{1:[2,4],9:12,10:[1,13],12:[1,14],14:[1,15],16:[1,16],18:[1,17],19:[1,18],21:[1,19],23:[1,20]},i(y,[2,34]),i(y,[2,35]),i(y,[2,36]),{1:[2,1]},i(s,u,{4:2,7:4,3:21,5:d,34:p,35:v,36:b}),{1:[2,3]},i(y,[2,5]),i(s,[2,7],{4:22,34:p,35:v,36:b}),{11:23,37:24,38:T,39:_,40:27,41:A,42:P,43:R,44:F,45:j,46:K,47:ee,48:ie,49:oe,50:pe},{11:39,13:38,24:be,27:ae,29:40,30:41,37:24,38:T,39:_,40:27,41:A,42:P,43:R,44:F,45:j,46:K,47:ee,48:ie,49:oe,50:pe},{11:45,15:44,27:ne,33:46,37:24,38:T,39:_,40:27,41:A,42:P,43:R,44:F,45:j,46:K,47:ee,48:ie,49:oe,50:pe},{11:49,17:48,24:se,37:24,38:T,39:_,40:27,41:A,42:P,43:R,44:F,45:j,46:K,47:ee,48:ie,49:oe,50:pe},{11:52,17:51,24:se,37:24,38:T,39:_,40:27,41:A,42:P,43:R,44:F,45:j,46:K,47:ee,48:ie,49:oe,50:pe},{20:[1,53]},{22:[1,54]},i(de,[2,18]),{1:[2,2]},i(de,[2,8]),i(de,[2,9]),i(X,[2,37],{40:55,41:A,42:P,43:R,44:F,45:j,46:K,47:ee,48:ie,49:oe,50:pe}),i(X,[2,38]),i(X,[2,39]),i(ge,[2,40]),i(ge,[2,42]),i(ge,[2,43]),i(ge,[2,44]),i(ge,[2,45]),i(ge,[2,46]),i(ge,[2,47]),i(ge,[2,48]),i(ge,[2,49]),i(ge,[2,50]),i(ge,[2,51]),i(de,[2,10]),i(de,[2,22],{30:41,29:56,24:be,27:ae}),i(de,[2,24]),i(de,[2,25]),{31:[1,57]},{11:59,32:58,37:24,38:T,39:_,40:27,41:A,42:P,43:R,44:F,45:j,46:K,47:ee,48:ie,49:oe,50:pe},i(de,[2,11]),i(de,[2,30],{33:60,27:ne}),i(de,[2,32]),{31:[1,61]},i(de,[2,12]),{17:62,24:se},{25:63,27:W},i(de,[2,14]),{17:65,24:se},i(de,[2,16]),i(de,[2,17]),i(ge,[2,41]),i(de,[2,23]),{27:[1,66]},{26:[1,67]},{26:[2,29],28:[1,68]},i(de,[2,31]),{27:[1,69]},i(de,[2,13]),{26:[1,70]},{26:[2,21],28:[1,71]},i(de,[2,15]),i(de,[2,26]),i(de,[2,27]),{11:59,32:72,37:24,38:T,39:_,40:27,41:A,42:P,43:R,44:F,45:j,46:K,47:ee,48:ie,49:oe,50:pe},i(de,[2,33]),i(de,[2,19]),{25:73,27:W},{26:[2,28]},{26:[2,20]}],defaultActions:{8:[2,1],10:[2,3],21:[2,2],72:[2,28],73:[2,20]},parseError:function(je,Ie){if(Ie.recoverable)this.trace(je);else{var Se=new Error(je);throw Se.hash=Ie,Se}},parse:function(je){var Ie=this,Se=[0],Ce=[],ke=[null],Ke=[],Ft=this.table,Ne="",gn=0,_t=0,Et=2,Gt=1,ln=Ke.slice.call(arguments,1),xt=Object.create(this.lexer),Pt={yy:{}};for(var Qe in this.yy)Object.prototype.hasOwnProperty.call(this.yy,Qe)&&(Pt.yy[Qe]=this.yy[Qe]);xt.setInput(je,Pt.yy),Pt.yy.lexer=xt,Pt.yy.parser=this,typeof xt.yylloc>"u"&&(xt.yylloc={});var Dt=xt.yylloc;Ke.push(Dt);var kt=xt.options&&xt.options.ranges;typeof Pt.yy.parseError=="function"?this.parseError=Pt.yy.parseError:this.parseError=Object.getPrototypeOf(this).parseError;function On(){var qn;return qn=Ce.pop()||xt.lex()||Gt,typeof qn!="number"&&(qn instanceof Array&&(Ce=qn,qn=Ce.pop()),qn=Ie.symbols_[qn]||qn),qn}for(var ht,zr,yt,ji,xi={},Ma,zs,ao,Tr;;){if(zr=Se[Se.length-1],this.defaultActions[zr]?yt=this.defaultActions[zr]:((ht===null||typeof ht>"u")&&(ht=On()),yt=Ft[zr]&&Ft[zr][ht]),typeof yt>"u"||!yt.length||!yt[0]){var Fn="";Tr=[];for(Ma in Ft[zr])this.terminals_[Ma]&&Ma>Et&&Tr.push("'"+this.terminals_[Ma]+"'");xt.showPosition?Fn="Parse error on line "+(gn+1)+`: +`+xt.showPosition()+` +Expecting `+Tr.join(", ")+", got '"+(this.terminals_[ht]||ht)+"'":Fn="Parse error on line "+(gn+1)+": Unexpected "+(ht==Gt?"end of input":"'"+(this.terminals_[ht]||ht)+"'"),this.parseError(Fn,{text:xt.match,token:this.terminals_[ht]||ht,line:xt.yylineno,loc:Dt,expected:Tr})}if(yt[0]instanceof Array&&yt.length>1)throw new Error("Parse Error: multiple actions possible at state: "+zr+", token: "+ht);switch(yt[0]){case 1:Se.push(ht),ke.push(xt.yytext),Ke.push(xt.yylloc),Se.push(yt[1]),ht=null,_t=xt.yyleng,Ne=xt.yytext,gn=xt.yylineno,Dt=xt.yylloc;break;case 2:if(zs=this.productions_[yt[1]][1],xi.$=ke[ke.length-zs],xi._$={first_line:Ke[Ke.length-(zs||1)].first_line,last_line:Ke[Ke.length-1].last_line,first_column:Ke[Ke.length-(zs||1)].first_column,last_column:Ke[Ke.length-1].last_column},kt&&(xi._$.range=[Ke[Ke.length-(zs||1)].range[0],Ke[Ke.length-1].range[1]]),ji=this.performAction.apply(xi,[Ne,_t,gn,Pt.yy,yt[1],ke,Ke].concat(ln)),typeof ji<"u")return ji;zs&&(Se=Se.slice(0,-1*zs*2),ke=ke.slice(0,-1*zs),Ke=Ke.slice(0,-1*zs)),Se.push(this.productions_[yt[1]][0]),ke.push(xi.$),Ke.push(xi._$),ao=Ft[Se[Se.length-2]][Se[Se.length-1]],Se.push(ao);break;case 3:return!0}}return!0}},U=function(){var Pe={EOF:1,parseError:function(Ie,Se){if(this.yy.parser)this.yy.parser.parseError(Ie,Se);else throw new Error(Ie)},setInput:function(je,Ie){return this.yy=Ie||this.yy||{},this._input=je,this._more=this._backtrack=this.done=!1,this.yylineno=this.yyleng=0,this.yytext=this.matched=this.match="",this.conditionStack=["INITIAL"],this.yylloc={first_line:1,first_column:0,last_line:1,last_column:0},this.options.ranges&&(this.yylloc.range=[0,0]),this.offset=0,this},input:function(){var je=this._input[0];this.yytext+=je,this.yyleng++,this.offset++,this.match+=je,this.matched+=je;var Ie=je.match(/(?:\r\n?|\n).*/g);return Ie?(this.yylineno++,this.yylloc.last_line++):this.yylloc.last_column++,this.options.ranges&&this.yylloc.range[1]++,this._input=this._input.slice(1),je},unput:function(je){var Ie=je.length,Se=je.split(/(?:\r\n?|\n)/g);this._input=je+this._input,this.yytext=this.yytext.substr(0,this.yytext.length-Ie),this.offset-=Ie;var Ce=this.match.split(/(?:\r\n?|\n)/g);this.match=this.match.substr(0,this.match.length-1),this.matched=this.matched.substr(0,this.matched.length-1),Se.length-1&&(this.yylineno-=Se.length-1);var ke=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:Se?(Se.length===Ce.length?this.yylloc.first_column:0)+Ce[Ce.length-Se.length].length-Se[0].length:this.yylloc.first_column-Ie},this.options.ranges&&(this.yylloc.range=[ke[0],ke[0]+this.yyleng-Ie]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){if(this.options.backtrack_lexer)this._backtrack=!0;else return this.parseError("Lexical error on line "+(this.yylineno+1)+`. You can only invoke reject() in the lexer when the lexer is of the backtracking persuasion (options.backtrack_lexer = true). +`+this.showPosition(),{text:"",token:null,line:this.yylineno});return this},less:function(je){this.unput(this.match.slice(je))},pastInput:function(){var je=this.matched.substr(0,this.matched.length-this.match.length);return(je.length>20?"...":"")+je.substr(-20).replace(/\n/g,"")},upcomingInput:function(){var je=this.match;return je.length<20&&(je+=this._input.substr(0,20-je.length)),(je.substr(0,20)+(je.length>20?"...":"")).replace(/\n/g,"")},showPosition:function(){var je=this.pastInput(),Ie=new Array(je.length+1).join("-");return je+this.upcomingInput()+` +`+Ie+"^"},test_match:function(je,Ie){var Se,Ce,ke;if(this.options.backtrack_lexer&&(ke={yylineno:this.yylineno,yylloc:{first_line:this.yylloc.first_line,last_line:this.last_line,first_column:this.yylloc.first_column,last_column:this.yylloc.last_column},yytext:this.yytext,match:this.match,matches:this.matches,matched:this.matched,yyleng:this.yyleng,offset:this.offset,_more:this._more,_input:this._input,yy:this.yy,conditionStack:this.conditionStack.slice(0),done:this.done},this.options.ranges&&(ke.yylloc.range=this.yylloc.range.slice(0))),Ce=je[0].match(/(?:\r\n?|\n).*/g),Ce&&(this.yylineno+=Ce.length),this.yylloc={first_line:this.yylloc.last_line,last_line:this.yylineno+1,first_column:this.yylloc.last_column,last_column:Ce?Ce[Ce.length-1].length-Ce[Ce.length-1].match(/\r?\n?/)[0].length:this.yylloc.last_column+je[0].length},this.yytext+=je[0],this.match+=je[0],this.matches=je,this.yyleng=this.yytext.length,this.options.ranges&&(this.yylloc.range=[this.offset,this.offset+=this.yyleng]),this._more=!1,this._backtrack=!1,this._input=this._input.slice(je[0].length),this.matched+=je[0],Se=this.performAction.call(this,this.yy,this,Ie,this.conditionStack[this.conditionStack.length-1]),this.done&&this._input&&(this.done=!1),Se)return Se;if(this._backtrack){for(var Ke in ke)this[Ke]=ke[Ke];return!1}return!1},next:function(){if(this.done)return this.EOF;this._input||(this.done=!0);var je,Ie,Se,Ce;this._more||(this.yytext="",this.match="");for(var ke=this._currentRules(),Ke=0;KeIe[0].length)){if(Ie=Se,Ce=Ke,this.options.backtrack_lexer){if(je=this.test_match(Se,ke[Ke]),je!==!1)return je;if(this._backtrack){Ie=!1;continue}else return!1}else if(!this.options.flex)break}return Ie?(je=this.test_match(Ie,ke[Ce]),je!==!1?je:!1):this._input===""?this.EOF:this.parseError("Lexical error on line "+(this.yylineno+1)+`. Unrecognized text. +`+this.showPosition(),{text:"",token:null,line:this.yylineno})},lex:function(){var Ie=this.next();return Ie||this.lex()},begin:function(Ie){this.conditionStack.push(Ie)},popState:function(){var Ie=this.conditionStack.length-1;return Ie>0?this.conditionStack.pop():this.conditionStack[0]},_currentRules:function(){return this.conditionStack.length&&this.conditionStack[this.conditionStack.length-1]?this.conditions[this.conditionStack[this.conditionStack.length-1]].rules:this.conditions.INITIAL.rules},topState:function(Ie){return Ie=this.conditionStack.length-1-Math.abs(Ie||0),Ie>=0?this.conditionStack[Ie]:"INITIAL"},pushState:function(Ie){this.begin(Ie)},stateStackSize:function(){return this.conditionStack.length},options:{"case-insensitive":!0},performAction:function(Ie,Se,Ce,ke){switch(Ce){case 0:break;case 1:break;case 2:return this.popState(),34;case 3:return this.popState(),34;case 4:return 34;case 5:break;case 6:return 10;case 7:return this.pushState("acc_title"),19;case 8:return this.popState(),"acc_title_value";case 9:return this.pushState("acc_descr"),21;case 10:return this.popState(),"acc_descr_value";case 11:this.pushState("acc_descr_multiline");break;case 12:this.popState();break;case 13:return"acc_descr_multiline_value";case 14:return 5;case 15:return 8;case 16:return this.pushState("axis_data"),"X_AXIS";case 17:return this.pushState("axis_data"),"Y_AXIS";case 18:return this.pushState("axis_band_data"),24;case 19:return 31;case 20:return this.pushState("data"),16;case 21:return this.pushState("data"),18;case 22:return this.pushState("data_inner"),24;case 23:return 27;case 24:return this.popState(),26;case 25:this.popState();break;case 26:this.pushState("string");break;case 27:this.popState();break;case 28:return"STR";case 29:return 24;case 30:return 26;case 31:return 43;case 32:return"COLON";case 33:return 44;case 34:return 28;case 35:return 45;case 36:return 46;case 37:return 48;case 38:return 50;case 39:return 47;case 40:return 41;case 41:return 49;case 42:return 42;case 43:break;case 44:return 35;case 45:return 36}},rules:[/^(?:%%(?!\{)[^\n]*)/i,/^(?:[^\}]%%[^\n]*)/i,/^(?:(\r?\n))/i,/^(?:(\r?\n))/i,/^(?:[\n\r]+)/i,/^(?:%%[^\n]*)/i,/^(?:title\b)/i,/^(?:accTitle\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*\{\s*)/i,/^(?:\{)/i,/^(?:[^\}]*)/i,/^(?:xychart-beta\b)/i,/^(?:(?:vertical|horizontal))/i,/^(?:x-axis\b)/i,/^(?:y-axis\b)/i,/^(?:\[)/i,/^(?:-->)/i,/^(?:line\b)/i,/^(?:bar\b)/i,/^(?:\[)/i,/^(?:[+-]?(?:\d+(?:\.\d+)?|\.\d+))/i,/^(?:\])/i,/^(?:(?:`\) \{ this\.pushState\(md_string\); \}\n\(\?:\(\?!`"\)\.\)\+ \{ return MD_STR; \}\n\(\?:`))/i,/^(?:["])/i,/^(?:["])/i,/^(?:[^"]*)/i,/^(?:\[)/i,/^(?:\])/i,/^(?:[A-Za-z]+)/i,/^(?::)/i,/^(?:\+)/i,/^(?:,)/i,/^(?:=)/i,/^(?:\*)/i,/^(?:#)/i,/^(?:[\_])/i,/^(?:\.)/i,/^(?:&)/i,/^(?:-)/i,/^(?:[0-9]+)/i,/^(?:\s+)/i,/^(?:;)/i,/^(?:$)/i],conditions:{data_inner:{rules:[0,1,4,5,6,7,9,11,14,15,16,17,20,21,23,24,25,26,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45],inclusive:!0},data:{rules:[0,1,3,4,5,6,7,9,11,14,15,16,17,20,21,22,25,26,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45],inclusive:!0},axis_band_data:{rules:[0,1,4,5,6,7,9,11,14,15,16,17,20,21,24,25,26,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45],inclusive:!0},axis_data:{rules:[0,1,2,4,5,6,7,9,11,14,15,16,17,18,19,20,21,23,25,26,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45],inclusive:!0},acc_descr_multiline:{rules:[12,13],inclusive:!1},acc_descr:{rules:[10],inclusive:!1},acc_title:{rules:[8],inclusive:!1},title:{rules:[],inclusive:!1},md_string:{rules:[],inclusive:!1},string:{rules:[27,28],inclusive:!1},INITIAL:{rules:[0,1,4,5,6,7,9,11,14,15,16,17,20,21,25,26,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45],inclusive:!0}}};return Pe}();xe.lexer=U;function Fe(){this.yy={}}return Fe.prototype=xe,xe.Parser=Fe,new Fe}();dve.parser=dve;const $nn=dve;function fGe(i){return i.type==="bar"}function dGe(i){return i.type==="band"}function $R(i){return i.type==="linear"}class gGe{constructor(s){this.parentGroup=s}getMaxDimension(s,u){if(!this.parentGroup)return{width:s.reduce((v,b)=>Math.max(b.length,v),0)*u,height:u};const d={width:0,height:0},p=this.parentGroup.append("g").attr("visibility","hidden").attr("font-size",u);for(const v of s){const b=RZt(p,1,v),y=b?b.width:v.length*u,T=b?b.height:u;d.width=Math.max(d.width,y),d.height=Math.max(d.height,T)}return p.remove(),d}}const pGe=.7,bGe=.2;class mGe{constructor(s,u,d,p){this.axisConfig=s,this.title=u,this.textDimensionCalculator=d,this.axisThemeConfig=p,this.boundingRect={x:0,y:0,width:0,height:0},this.axisPosition="left",this.showTitle=!1,this.showLabel=!1,this.showTick=!1,this.showAxisLine=!1,this.outerPadding=0,this.titleTextHeight=0,this.labelTextHeight=0,this.range=[0,10],this.boundingRect={x:0,y:0,width:0,height:0},this.axisPosition="left"}setRange(s){this.range=s,this.axisPosition==="left"||this.axisPosition==="right"?this.boundingRect.height=s[1]-s[0]:this.boundingRect.width=s[1]-s[0],this.recalculateScale()}getRange(){return[this.range[0]+this.outerPadding,this.range[1]-this.outerPadding]}setAxisPosition(s){this.axisPosition=s,this.setRange(this.range)}getTickDistance(){const s=this.getRange();return Math.abs(s[0]-s[1])/this.getTickValues().length}getAxisOuterPadding(){return this.outerPadding}getLabelDimension(){return this.textDimensionCalculator.getMaxDimension(this.getTickValues().map(s=>s.toString()),this.axisConfig.labelFontSize)}recalculateOuterPaddingToDrawBar(){pGe*this.getTickDistance()>this.outerPadding*2&&(this.outerPadding=Math.floor(pGe*this.getTickDistance()/2)),this.recalculateScale()}calculateSpaceIfDrawnHorizontally(s){let u=s.height;if(this.axisConfig.showAxisLine&&u>this.axisConfig.axisLineWidth&&(u-=this.axisConfig.axisLineWidth,this.showAxisLine=!0),this.axisConfig.showLabel){const d=this.getLabelDimension(),p=bGe*s.width;this.outerPadding=Math.min(d.width/2,p);const v=d.height+this.axisConfig.labelPadding*2;this.labelTextHeight=d.height,v<=u&&(u-=v,this.showLabel=!0)}if(this.axisConfig.showTick&&u>=this.axisConfig.tickLength&&(this.showTick=!0,u-=this.axisConfig.tickLength),this.axisConfig.showTitle&&this.title){const d=this.textDimensionCalculator.getMaxDimension([this.title],this.axisConfig.titleFontSize),p=d.height+this.axisConfig.titlePadding*2;this.titleTextHeight=d.height,p<=u&&(u-=p,this.showTitle=!0)}this.boundingRect.width=s.width,this.boundingRect.height=s.height-u}calculateSpaceIfDrawnVertical(s){let u=s.width;if(this.axisConfig.showAxisLine&&u>this.axisConfig.axisLineWidth&&(u-=this.axisConfig.axisLineWidth,this.showAxisLine=!0),this.axisConfig.showLabel){const d=this.getLabelDimension(),p=bGe*s.height;this.outerPadding=Math.min(d.height/2,p);const v=d.width+this.axisConfig.labelPadding*2;v<=u&&(u-=v,this.showLabel=!0)}if(this.axisConfig.showTick&&u>=this.axisConfig.tickLength&&(this.showTick=!0,u-=this.axisConfig.tickLength),this.axisConfig.showTitle&&this.title){const d=this.textDimensionCalculator.getMaxDimension([this.title],this.axisConfig.titleFontSize),p=d.height+this.axisConfig.titlePadding*2;this.titleTextHeight=d.height,p<=u&&(u-=p,this.showTitle=!0)}this.boundingRect.width=s.width-u,this.boundingRect.height=s.height}calculateSpace(s){return this.axisPosition==="left"||this.axisPosition==="right"?this.calculateSpaceIfDrawnVertical(s):this.calculateSpaceIfDrawnHorizontally(s),this.recalculateScale(),{width:this.boundingRect.width,height:this.boundingRect.height}}setBoundingBoxXY(s){this.boundingRect.x=s.x,this.boundingRect.y=s.y}getDrawableElementsForLeftAxis(){const s=[];if(this.showAxisLine){const u=this.boundingRect.x+this.boundingRect.width-this.axisConfig.axisLineWidth/2;s.push({type:"path",groupTexts:["left-axis","axisl-line"],data:[{path:`M ${u},${this.boundingRect.y} L ${u},${this.boundingRect.y+this.boundingRect.height} `,strokeFill:this.axisThemeConfig.axisLineColor,strokeWidth:this.axisConfig.axisLineWidth}]})}if(this.showLabel&&s.push({type:"text",groupTexts:["left-axis","label"],data:this.getTickValues().map(u=>({text:u.toString(),x:this.boundingRect.x+this.boundingRect.width-(this.showLabel?this.axisConfig.labelPadding:0)-(this.showTick?this.axisConfig.tickLength:0)-(this.showAxisLine?this.axisConfig.axisLineWidth:0),y:this.getScaleValue(u),fill:this.axisThemeConfig.labelColor,fontSize:this.axisConfig.labelFontSize,rotation:0,verticalPos:"middle",horizontalPos:"right"}))}),this.showTick){const u=this.boundingRect.x+this.boundingRect.width-(this.showAxisLine?this.axisConfig.axisLineWidth:0);s.push({type:"path",groupTexts:["left-axis","ticks"],data:this.getTickValues().map(d=>({path:`M ${u},${this.getScaleValue(d)} L ${u-this.axisConfig.tickLength},${this.getScaleValue(d)}`,strokeFill:this.axisThemeConfig.tickColor,strokeWidth:this.axisConfig.tickWidth}))})}return this.showTitle&&s.push({type:"text",groupTexts:["left-axis","title"],data:[{text:this.title,x:this.boundingRect.x+this.axisConfig.titlePadding,y:this.boundingRect.y+this.boundingRect.height/2,fill:this.axisThemeConfig.titleColor,fontSize:this.axisConfig.titleFontSize,rotation:270,verticalPos:"top",horizontalPos:"center"}]}),s}getDrawableElementsForBottomAxis(){const s=[];if(this.showAxisLine){const u=this.boundingRect.y+this.axisConfig.axisLineWidth/2;s.push({type:"path",groupTexts:["bottom-axis","axis-line"],data:[{path:`M ${this.boundingRect.x},${u} L ${this.boundingRect.x+this.boundingRect.width},${u}`,strokeFill:this.axisThemeConfig.axisLineColor,strokeWidth:this.axisConfig.axisLineWidth}]})}if(this.showLabel&&s.push({type:"text",groupTexts:["bottom-axis","label"],data:this.getTickValues().map(u=>({text:u.toString(),x:this.getScaleValue(u),y:this.boundingRect.y+this.axisConfig.labelPadding+(this.showTick?this.axisConfig.tickLength:0)+(this.showAxisLine?this.axisConfig.axisLineWidth:0),fill:this.axisThemeConfig.labelColor,fontSize:this.axisConfig.labelFontSize,rotation:0,verticalPos:"top",horizontalPos:"center"}))}),this.showTick){const u=this.boundingRect.y+(this.showAxisLine?this.axisConfig.axisLineWidth:0);s.push({type:"path",groupTexts:["bottom-axis","ticks"],data:this.getTickValues().map(d=>({path:`M ${this.getScaleValue(d)},${u} L ${this.getScaleValue(d)},${u+this.axisConfig.tickLength}`,strokeFill:this.axisThemeConfig.tickColor,strokeWidth:this.axisConfig.tickWidth}))})}return this.showTitle&&s.push({type:"text",groupTexts:["bottom-axis","title"],data:[{text:this.title,x:this.range[0]+(this.range[1]-this.range[0])/2,y:this.boundingRect.y+this.boundingRect.height-this.axisConfig.titlePadding-this.titleTextHeight,fill:this.axisThemeConfig.titleColor,fontSize:this.axisConfig.titleFontSize,rotation:0,verticalPos:"top",horizontalPos:"center"}]}),s}getDrawableElementsForTopAxis(){const s=[];if(this.showAxisLine){const u=this.boundingRect.y+this.boundingRect.height-this.axisConfig.axisLineWidth/2;s.push({type:"path",groupTexts:["top-axis","axis-line"],data:[{path:`M ${this.boundingRect.x},${u} L ${this.boundingRect.x+this.boundingRect.width},${u}`,strokeFill:this.axisThemeConfig.axisLineColor,strokeWidth:this.axisConfig.axisLineWidth}]})}if(this.showLabel&&s.push({type:"text",groupTexts:["top-axis","label"],data:this.getTickValues().map(u=>({text:u.toString(),x:this.getScaleValue(u),y:this.boundingRect.y+(this.showTitle?this.titleTextHeight+this.axisConfig.titlePadding*2:0)+this.axisConfig.labelPadding,fill:this.axisThemeConfig.labelColor,fontSize:this.axisConfig.labelFontSize,rotation:0,verticalPos:"top",horizontalPos:"center"}))}),this.showTick){const u=this.boundingRect.y;s.push({type:"path",groupTexts:["top-axis","ticks"],data:this.getTickValues().map(d=>({path:`M ${this.getScaleValue(d)},${u+this.boundingRect.height-(this.showAxisLine?this.axisConfig.axisLineWidth:0)} L ${this.getScaleValue(d)},${u+this.boundingRect.height-this.axisConfig.tickLength-(this.showAxisLine?this.axisConfig.axisLineWidth:0)}`,strokeFill:this.axisThemeConfig.tickColor,strokeWidth:this.axisConfig.tickWidth}))})}return this.showTitle&&s.push({type:"text",groupTexts:["top-axis","title"],data:[{text:this.title,x:this.boundingRect.x+this.boundingRect.width/2,y:this.boundingRect.y+this.axisConfig.titlePadding,fill:this.axisThemeConfig.titleColor,fontSize:this.axisConfig.titleFontSize,rotation:0,verticalPos:"top",horizontalPos:"center"}]}),s}getDrawableElements(){if(this.axisPosition==="left")return this.getDrawableElementsForLeftAxis();if(this.axisPosition==="right")throw Error("Drawing of right axis is not implemented");return this.axisPosition==="bottom"?this.getDrawableElementsForBottomAxis():this.axisPosition==="top"?this.getDrawableElementsForTopAxis():[]}}class znn extends mGe{constructor(s,u,d,p,v){super(s,p,v,u),this.categories=d,this.scale=qpe().domain(this.categories).range(this.getRange())}setRange(s){super.setRange(s)}recalculateScale(){this.scale=qpe().domain(this.categories).range(this.getRange()).paddingInner(1).paddingOuter(0).align(.5),Xe.trace("BandAxis axis final categories, range: ",this.categories,this.getRange())}getTickValues(){return this.categories}getScaleValue(s){return this.scale(s)||this.getRange()[0]}}class qnn extends mGe{constructor(s,u,d,p,v){super(s,p,v,u),this.domain=d,this.scale=sD().domain(this.domain).range(this.getRange())}getTickValues(){return this.scale.ticks()}recalculateScale(){const s=[...this.domain];this.axisPosition==="left"&&s.reverse(),this.scale=sD().domain(s).range(this.getRange())}getScaleValue(s){return this.scale(s)}}function vGe(i,s,u,d){const p=new gGe(d);return dGe(i)?new znn(s,u,i.categories,i.title,p):new qnn(s,u,[i.min,i.max],i.title,p)}class Hnn{constructor(s,u,d,p){this.textDimensionCalculator=s,this.chartConfig=u,this.chartData=d,this.chartThemeConfig=p,this.boundingRect={x:0,y:0,width:0,height:0},this.showChartTitle=!1}setBoundingBoxXY(s){this.boundingRect.x=s.x,this.boundingRect.y=s.y}calculateSpace(s){const u=this.textDimensionCalculator.getMaxDimension([this.chartData.title],this.chartConfig.titleFontSize),d=Math.max(u.width,s.width),p=u.height+2*this.chartConfig.titlePadding;return u.width<=d&&u.height<=p&&this.chartConfig.showTitle&&this.chartData.title&&(this.boundingRect.width=d,this.boundingRect.height=p,this.showChartTitle=!0),{width:this.boundingRect.width,height:this.boundingRect.height}}getDrawableElements(){const s=[];return this.showChartTitle&&s.push({groupTexts:["chart-title"],type:"text",data:[{fontSize:this.chartConfig.titleFontSize,text:this.chartData.title,verticalPos:"middle",horizontalPos:"center",x:this.boundingRect.x+this.boundingRect.width/2,y:this.boundingRect.y+this.boundingRect.height/2,fill:this.chartThemeConfig.titleColor,rotation:0}]}),s}}function Vnn(i,s,u,d){const p=new gGe(d);return new Hnn(p,i,s,u)}class Unn{constructor(s,u,d,p,v){this.plotData=s,this.xAxis=u,this.yAxis=d,this.orientation=p,this.plotIndex=v}getDrawableElement(){const s=this.plotData.data.map(d=>[this.xAxis.getScaleValue(d[0]),this.yAxis.getScaleValue(d[1])]);let u;return this.orientation==="horizontal"?u=k7().y(d=>d[0]).x(d=>d[1])(s):u=k7().x(d=>d[0]).y(d=>d[1])(s),u?[{groupTexts:["plot",`line-plot-${this.plotIndex}`],type:"path",data:[{path:u,strokeFill:this.plotData.strokeFill,strokeWidth:this.plotData.strokeWidth}]}]:[]}}class Gnn{constructor(s,u,d,p,v,b){this.barData=s,this.boundingRect=u,this.xAxis=d,this.yAxis=p,this.orientation=v,this.plotIndex=b}getDrawableElement(){const s=this.barData.data.map(v=>[this.xAxis.getScaleValue(v[0]),this.yAxis.getScaleValue(v[1])]),u=.05,d=Math.min(this.xAxis.getAxisOuterPadding()*2,this.xAxis.getTickDistance())*(1-u),p=d/2;return this.orientation==="horizontal"?[{groupTexts:["plot",`bar-plot-${this.plotIndex}`],type:"rect",data:s.map(v=>({x:this.boundingRect.x,y:v[0]-p,height:d,width:v[1]-this.boundingRect.x,fill:this.barData.fill,strokeWidth:0,strokeFill:this.barData.fill}))}]:[{groupTexts:["plot",`bar-plot-${this.plotIndex}`],type:"rect",data:s.map(v=>({x:v[0]-p,y:v[1],width:d,height:this.boundingRect.y+this.boundingRect.height-v[1],fill:this.barData.fill,strokeWidth:0,strokeFill:this.barData.fill}))}]}}class Knn{constructor(s,u,d){this.chartConfig=s,this.chartData=u,this.chartThemeConfig=d,this.boundingRect={x:0,y:0,width:0,height:0}}setAxes(s,u){this.xAxis=s,this.yAxis=u}setBoundingBoxXY(s){this.boundingRect.x=s.x,this.boundingRect.y=s.y}calculateSpace(s){return this.boundingRect.width=s.width,this.boundingRect.height=s.height,{width:this.boundingRect.width,height:this.boundingRect.height}}getDrawableElements(){if(!(this.xAxis&&this.yAxis))throw Error("Axes must be passed to render Plots");const s=[];for(const[u,d]of this.chartData.plots.entries())switch(d.type){case"line":{const p=new Unn(d,this.xAxis,this.yAxis,this.chartConfig.chartOrientation,u);s.push(...p.getDrawableElement())}break;case"bar":{const p=new Gnn(d,this.boundingRect,this.xAxis,this.yAxis,this.chartConfig.chartOrientation,u);s.push(...p.getDrawableElement())}break}return s}}function Wnn(i,s,u){return new Knn(i,s,u)}class Ynn{constructor(s,u,d,p){this.chartConfig=s,this.chartData=u,this.componentStore={title:Vnn(s,u,d,p),plot:Wnn(s,u,d),xAxis:vGe(u.xAxis,s.xAxis,{titleColor:d.xAxisTitleColor,labelColor:d.xAxisLabelColor,tickColor:d.xAxisTickColor,axisLineColor:d.xAxisLineColor},p),yAxis:vGe(u.yAxis,s.yAxis,{titleColor:d.yAxisTitleColor,labelColor:d.yAxisLabelColor,tickColor:d.yAxisTickColor,axisLineColor:d.yAxisLineColor},p)}}calculateVerticalSpace(){let s=this.chartConfig.width,u=this.chartConfig.height,d=0,p=0,v=Math.floor(s*this.chartConfig.plotReservedSpacePercent/100),b=Math.floor(u*this.chartConfig.plotReservedSpacePercent/100),y=this.componentStore.plot.calculateSpace({width:v,height:b});s-=y.width,u-=y.height,y=this.componentStore.title.calculateSpace({width:this.chartConfig.width,height:u}),p=y.height,u-=y.height,this.componentStore.xAxis.setAxisPosition("bottom"),y=this.componentStore.xAxis.calculateSpace({width:s,height:u}),u-=y.height,this.componentStore.yAxis.setAxisPosition("left"),y=this.componentStore.yAxis.calculateSpace({width:s,height:u}),d=y.width,s-=y.width,s>0&&(v+=s,s=0),u>0&&(b+=u,u=0),this.componentStore.plot.calculateSpace({width:v,height:b}),this.componentStore.plot.setBoundingBoxXY({x:d,y:p}),this.componentStore.xAxis.setRange([d,d+v]),this.componentStore.xAxis.setBoundingBoxXY({x:d,y:p+b}),this.componentStore.yAxis.setRange([p,p+b]),this.componentStore.yAxis.setBoundingBoxXY({x:0,y:p}),this.chartData.plots.some(T=>fGe(T))&&this.componentStore.xAxis.recalculateOuterPaddingToDrawBar()}calculateHorizontalSpace(){let s=this.chartConfig.width,u=this.chartConfig.height,d=0,p=0,v=0,b=Math.floor(s*this.chartConfig.plotReservedSpacePercent/100),y=Math.floor(u*this.chartConfig.plotReservedSpacePercent/100),T=this.componentStore.plot.calculateSpace({width:b,height:y});s-=T.width,u-=T.height,T=this.componentStore.title.calculateSpace({width:this.chartConfig.width,height:u}),d=T.height,u-=T.height,this.componentStore.xAxis.setAxisPosition("left"),T=this.componentStore.xAxis.calculateSpace({width:s,height:u}),s-=T.width,p=T.width,this.componentStore.yAxis.setAxisPosition("top"),T=this.componentStore.yAxis.calculateSpace({width:s,height:u}),u-=T.height,v=d+T.height,s>0&&(b+=s,s=0),u>0&&(y+=u,u=0),this.componentStore.plot.calculateSpace({width:b,height:y}),this.componentStore.plot.setBoundingBoxXY({x:p,y:v}),this.componentStore.yAxis.setRange([p,p+b]),this.componentStore.yAxis.setBoundingBoxXY({x:p,y:d}),this.componentStore.xAxis.setRange([v,v+y]),this.componentStore.xAxis.setBoundingBoxXY({x:0,y:v}),this.chartData.plots.some(_=>fGe(_))&&this.componentStore.xAxis.recalculateOuterPaddingToDrawBar()}calculateSpace(){this.chartConfig.chartOrientation==="horizontal"?this.calculateHorizontalSpace():this.calculateVerticalSpace()}getDrawableElement(){this.calculateSpace();const s=[];this.componentStore.plot.setAxes(this.componentStore.xAxis,this.componentStore.yAxis);for(const u of Object.values(this.componentStore))s.push(...u.getDrawableElements());return s}}class Xnn{static build(s,u,d,p){return new Ynn(s,u,d,p).getDrawableElement()}}let zR=0,wGe,qR=xGe(),HR=yGe(),el=kGe(),gve=HR.plotColorPalette.split(",").map(i=>i.trim()),gJ=!1,pve=!1;function yGe(){const i=f2e(),s=Vh();return JF(i.xyChart,s.themeVariables.xyChart)}function xGe(){const i=Vh();return JF(sh.xyChart,i.xyChart)}function kGe(){return{yAxis:{type:"linear",title:"",min:1/0,max:-1/0},xAxis:{type:"band",title:"",categories:[]},title:"",plots:[]}}function bve(i){const s=Vh();return Yf(i.trim(),s)}function Qnn(i){wGe=i}function Jnn(i){i==="horizontal"?qR.chartOrientation="horizontal":qR.chartOrientation="vertical"}function Znn(i){el.xAxis.title=bve(i.text)}function EGe(i,s){el.xAxis={type:"linear",title:el.xAxis.title,min:i,max:s},gJ=!0}function ern(i){el.xAxis={type:"band",title:el.xAxis.title,categories:i.map(s=>bve(s.text))},gJ=!0}function trn(i){el.yAxis.title=bve(i.text)}function nrn(i,s){el.yAxis={type:"linear",title:el.yAxis.title,min:i,max:s},pve=!0}function rrn(i){const s=Math.min(...i),u=Math.max(...i),d=$R(el.yAxis)?el.yAxis.min:1/0,p=$R(el.yAxis)?el.yAxis.max:-1/0;el.yAxis={type:"linear",title:el.yAxis.title,min:Math.min(d,s),max:Math.max(p,u)}}function TGe(i){let s=[];if(i.length===0)return s;if(!gJ){const u=$R(el.xAxis)?el.xAxis.min:1/0,d=$R(el.xAxis)?el.xAxis.max:-1/0;EGe(Math.min(u,1),Math.max(d,i.length))}if(pve||rrn(i),dGe(el.xAxis)&&(s=el.xAxis.categories.map((u,d)=>[u,i[d]])),$R(el.xAxis)){const u=el.xAxis.min,d=el.xAxis.max,p=(d-u+1)/i.length,v=[];for(let b=u;b<=d;b+=p)v.push(`${b}`);s=v.map((b,y)=>[b,i[y]])}return s}function CGe(i){return gve[i===0?0:i%gve.length]}function irn(i,s){const u=TGe(s);el.plots.push({type:"line",strokeFill:CGe(zR),strokeWidth:2,data:u}),zR++}function srn(i,s){const u=TGe(s);el.plots.push({type:"bar",fill:CGe(zR),data:u}),zR++}function arn(){if(el.plots.length===0)throw Error("No Plot to render, please provide a plot with some data");return el.title=Ap(),Xnn.build(qR,el,HR,wGe)}function orn(){return HR}function crn(){return qR}const urn=Object.freeze(Object.defineProperty({__proto__:null,diagram:{parser:$nn,db:{getDrawableElem:arn,clear:function(){Pg(),zR=0,qR=xGe(),el=kGe(),HR=yGe(),gve=HR.plotColorPalette.split(",").map(i=>i.trim()),gJ=!1,pve=!1},setAccTitle:Bg,getAccTitle:Cp,setDiagramTitle:cm,getDiagramTitle:Ap,getAccDescription:_p,setAccDescription:Sp,setOrientation:Jnn,setXAxisTitle:Znn,setXAxisRangeData:EGe,setXAxisBand:ern,setYAxisTitle:trn,setYAxisRangeData:nrn,setLineData:irn,setBarData:srn,setTmpSVGG:Qnn,getChartThemeConfig:orn,getChartConfig:crn},renderer:{draw:(i,s,u,d)=>{const p=d.db,v=p.getChartThemeConfig(),b=p.getChartConfig();function y(ee){return ee==="top"?"text-before-edge":"middle"}function T(ee){return ee==="left"?"start":ee==="right"?"end":"middle"}function _(ee){return`translate(${ee.x}, ${ee.y}) rotate(${ee.rotation||0})`}Xe.debug(`Rendering xychart chart +`+i);const A=rR(s),P=A.append("g").attr("class","main"),R=P.append("rect").attr("width",b.width).attr("height",b.height).attr("class","background");Ng(A,b.height,b.width,!0),A.attr("viewBox",`0 0 ${b.width} ${b.height}`),R.attr("fill",v.backgroundColor),p.setTmpSVGG(A.append("g").attr("class","mermaid-tmp-group"));const F=p.getDrawableElem(),j={};function K(ee){let ie=P,oe="";for(const[pe]of ee.entries()){let be=P;pe>0&&j[oe]&&(be=j[oe]),oe+=ee[pe],ie=j[oe],ie||(ie=j[oe]=be.append("g").attr("class",ee[pe]))}return ie}for(const ee of F){if(ee.data.length===0)continue;const ie=K(ee.groupTexts);switch(ee.type){case"rect":ie.selectAll("rect").data(ee.data).enter().append("rect").attr("x",oe=>oe.x).attr("y",oe=>oe.y).attr("width",oe=>oe.width).attr("height",oe=>oe.height).attr("fill",oe=>oe.fill).attr("stroke",oe=>oe.strokeFill).attr("stroke-width",oe=>oe.strokeWidth);break;case"text":ie.selectAll("text").data(ee.data).enter().append("text").attr("x",0).attr("y",0).attr("fill",oe=>oe.fill).attr("font-size",oe=>oe.fontSize).attr("dominant-baseline",oe=>y(oe.verticalPos)).attr("text-anchor",oe=>T(oe.horizontalPos)).attr("transform",oe=>_(oe)).text(oe=>oe.text);break;case"path":ie.selectAll("path").data(ee.data).enter().append("path").attr("d",oe=>oe.path).attr("fill",oe=>oe.fill?oe.fill:"none").attr("stroke",oe=>oe.strokeFill).attr("stroke-width",oe=>oe.strokeWidth);break}}}}}},Symbol.toStringTag,{value:"Module"}));var mve=function(){var i=function(_t,Et,Gt,ln){for(Gt=Gt||{},ln=_t.length;ln--;Gt[_t[ln]]=Et);return Gt},s=[1,3],u=[1,4],d=[1,5],p=[1,6],v=[5,6,8,9,11,13,31,32,33,34,35,36,44,62,63],b=[1,18],y=[2,7],T=[1,22],_=[1,23],A=[1,24],P=[1,25],R=[1,26],F=[1,27],j=[1,20],K=[1,28],ee=[1,29],ie=[62,63],oe=[5,8,9,11,13,31,32,33,34,35,36,44,51,53,62,63],pe=[1,47],be=[1,48],ae=[1,49],ne=[1,50],se=[1,51],de=[1,52],X=[1,53],ge=[53,54],W=[1,64],xe=[1,60],U=[1,61],Fe=[1,62],Pe=[1,63],je=[1,65],Ie=[1,69],Se=[1,70],Ce=[1,67],ke=[1,68],Ke=[5,8,9,11,13,31,32,33,34,35,36,44,62,63],Ft={trace:function(){},yy:{},symbols_:{error:2,start:3,directive:4,NEWLINE:5,RD:6,diagram:7,EOF:8,acc_title:9,acc_title_value:10,acc_descr:11,acc_descr_value:12,acc_descr_multiline_value:13,requirementDef:14,elementDef:15,relationshipDef:16,requirementType:17,requirementName:18,STRUCT_START:19,requirementBody:20,ID:21,COLONSEP:22,id:23,TEXT:24,text:25,RISK:26,riskLevel:27,VERIFYMTHD:28,verifyType:29,STRUCT_STOP:30,REQUIREMENT:31,FUNCTIONAL_REQUIREMENT:32,INTERFACE_REQUIREMENT:33,PERFORMANCE_REQUIREMENT:34,PHYSICAL_REQUIREMENT:35,DESIGN_CONSTRAINT:36,LOW_RISK:37,MED_RISK:38,HIGH_RISK:39,VERIFY_ANALYSIS:40,VERIFY_DEMONSTRATION:41,VERIFY_INSPECTION:42,VERIFY_TEST:43,ELEMENT:44,elementName:45,elementBody:46,TYPE:47,type:48,DOCREF:49,ref:50,END_ARROW_L:51,relationship:52,LINE:53,END_ARROW_R:54,CONTAINS:55,COPIES:56,DERIVES:57,SATISFIES:58,VERIFIES:59,REFINES:60,TRACES:61,unqString:62,qString:63,$accept:0,$end:1},terminals_:{2:"error",5:"NEWLINE",6:"RD",8:"EOF",9:"acc_title",10:"acc_title_value",11:"acc_descr",12:"acc_descr_value",13:"acc_descr_multiline_value",19:"STRUCT_START",21:"ID",22:"COLONSEP",24:"TEXT",26:"RISK",28:"VERIFYMTHD",30:"STRUCT_STOP",31:"REQUIREMENT",32:"FUNCTIONAL_REQUIREMENT",33:"INTERFACE_REQUIREMENT",34:"PERFORMANCE_REQUIREMENT",35:"PHYSICAL_REQUIREMENT",36:"DESIGN_CONSTRAINT",37:"LOW_RISK",38:"MED_RISK",39:"HIGH_RISK",40:"VERIFY_ANALYSIS",41:"VERIFY_DEMONSTRATION",42:"VERIFY_INSPECTION",43:"VERIFY_TEST",44:"ELEMENT",47:"TYPE",49:"DOCREF",51:"END_ARROW_L",53:"LINE",54:"END_ARROW_R",55:"CONTAINS",56:"COPIES",57:"DERIVES",58:"SATISFIES",59:"VERIFIES",60:"REFINES",61:"TRACES",62:"unqString",63:"qString"},productions_:[0,[3,3],[3,2],[3,4],[4,2],[4,2],[4,1],[7,0],[7,2],[7,2],[7,2],[7,2],[7,2],[14,5],[20,5],[20,5],[20,5],[20,5],[20,2],[20,1],[17,1],[17,1],[17,1],[17,1],[17,1],[17,1],[27,1],[27,1],[27,1],[29,1],[29,1],[29,1],[29,1],[15,5],[46,5],[46,5],[46,2],[46,1],[16,5],[16,5],[52,1],[52,1],[52,1],[52,1],[52,1],[52,1],[52,1],[18,1],[18,1],[23,1],[23,1],[25,1],[25,1],[45,1],[45,1],[48,1],[48,1],[50,1],[50,1]],performAction:function(Et,Gt,ln,xt,Pt,Qe,Dt){var kt=Qe.length-1;switch(Pt){case 4:this.$=Qe[kt].trim(),xt.setAccTitle(this.$);break;case 5:case 6:this.$=Qe[kt].trim(),xt.setAccDescription(this.$);break;case 7:this.$=[];break;case 13:xt.addRequirement(Qe[kt-3],Qe[kt-4]);break;case 14:xt.setNewReqId(Qe[kt-2]);break;case 15:xt.setNewReqText(Qe[kt-2]);break;case 16:xt.setNewReqRisk(Qe[kt-2]);break;case 17:xt.setNewReqVerifyMethod(Qe[kt-2]);break;case 20:this.$=xt.RequirementType.REQUIREMENT;break;case 21:this.$=xt.RequirementType.FUNCTIONAL_REQUIREMENT;break;case 22:this.$=xt.RequirementType.INTERFACE_REQUIREMENT;break;case 23:this.$=xt.RequirementType.PERFORMANCE_REQUIREMENT;break;case 24:this.$=xt.RequirementType.PHYSICAL_REQUIREMENT;break;case 25:this.$=xt.RequirementType.DESIGN_CONSTRAINT;break;case 26:this.$=xt.RiskLevel.LOW_RISK;break;case 27:this.$=xt.RiskLevel.MED_RISK;break;case 28:this.$=xt.RiskLevel.HIGH_RISK;break;case 29:this.$=xt.VerifyType.VERIFY_ANALYSIS;break;case 30:this.$=xt.VerifyType.VERIFY_DEMONSTRATION;break;case 31:this.$=xt.VerifyType.VERIFY_INSPECTION;break;case 32:this.$=xt.VerifyType.VERIFY_TEST;break;case 33:xt.addElement(Qe[kt-3]);break;case 34:xt.setNewElementType(Qe[kt-2]);break;case 35:xt.setNewElementDocRef(Qe[kt-2]);break;case 38:xt.addRelationship(Qe[kt-2],Qe[kt],Qe[kt-4]);break;case 39:xt.addRelationship(Qe[kt-2],Qe[kt-4],Qe[kt]);break;case 40:this.$=xt.Relationships.CONTAINS;break;case 41:this.$=xt.Relationships.COPIES;break;case 42:this.$=xt.Relationships.DERIVES;break;case 43:this.$=xt.Relationships.SATISFIES;break;case 44:this.$=xt.Relationships.VERIFIES;break;case 45:this.$=xt.Relationships.REFINES;break;case 46:this.$=xt.Relationships.TRACES;break}},table:[{3:1,4:2,6:s,9:u,11:d,13:p},{1:[3]},{3:8,4:2,5:[1,7],6:s,9:u,11:d,13:p},{5:[1,9]},{10:[1,10]},{12:[1,11]},i(v,[2,6]),{3:12,4:2,6:s,9:u,11:d,13:p},{1:[2,2]},{4:17,5:b,7:13,8:y,9:u,11:d,13:p,14:14,15:15,16:16,17:19,23:21,31:T,32:_,33:A,34:P,35:R,36:F,44:j,62:K,63:ee},i(v,[2,4]),i(v,[2,5]),{1:[2,1]},{8:[1,30]},{4:17,5:b,7:31,8:y,9:u,11:d,13:p,14:14,15:15,16:16,17:19,23:21,31:T,32:_,33:A,34:P,35:R,36:F,44:j,62:K,63:ee},{4:17,5:b,7:32,8:y,9:u,11:d,13:p,14:14,15:15,16:16,17:19,23:21,31:T,32:_,33:A,34:P,35:R,36:F,44:j,62:K,63:ee},{4:17,5:b,7:33,8:y,9:u,11:d,13:p,14:14,15:15,16:16,17:19,23:21,31:T,32:_,33:A,34:P,35:R,36:F,44:j,62:K,63:ee},{4:17,5:b,7:34,8:y,9:u,11:d,13:p,14:14,15:15,16:16,17:19,23:21,31:T,32:_,33:A,34:P,35:R,36:F,44:j,62:K,63:ee},{4:17,5:b,7:35,8:y,9:u,11:d,13:p,14:14,15:15,16:16,17:19,23:21,31:T,32:_,33:A,34:P,35:R,36:F,44:j,62:K,63:ee},{18:36,62:[1,37],63:[1,38]},{45:39,62:[1,40],63:[1,41]},{51:[1,42],53:[1,43]},i(ie,[2,20]),i(ie,[2,21]),i(ie,[2,22]),i(ie,[2,23]),i(ie,[2,24]),i(ie,[2,25]),i(oe,[2,49]),i(oe,[2,50]),{1:[2,3]},{8:[2,8]},{8:[2,9]},{8:[2,10]},{8:[2,11]},{8:[2,12]},{19:[1,44]},{19:[2,47]},{19:[2,48]},{19:[1,45]},{19:[2,53]},{19:[2,54]},{52:46,55:pe,56:be,57:ae,58:ne,59:se,60:de,61:X},{52:54,55:pe,56:be,57:ae,58:ne,59:se,60:de,61:X},{5:[1,55]},{5:[1,56]},{53:[1,57]},i(ge,[2,40]),i(ge,[2,41]),i(ge,[2,42]),i(ge,[2,43]),i(ge,[2,44]),i(ge,[2,45]),i(ge,[2,46]),{54:[1,58]},{5:W,20:59,21:xe,24:U,26:Fe,28:Pe,30:je},{5:Ie,30:Se,46:66,47:Ce,49:ke},{23:71,62:K,63:ee},{23:72,62:K,63:ee},i(Ke,[2,13]),{22:[1,73]},{22:[1,74]},{22:[1,75]},{22:[1,76]},{5:W,20:77,21:xe,24:U,26:Fe,28:Pe,30:je},i(Ke,[2,19]),i(Ke,[2,33]),{22:[1,78]},{22:[1,79]},{5:Ie,30:Se,46:80,47:Ce,49:ke},i(Ke,[2,37]),i(Ke,[2,38]),i(Ke,[2,39]),{23:81,62:K,63:ee},{25:82,62:[1,83],63:[1,84]},{27:85,37:[1,86],38:[1,87],39:[1,88]},{29:89,40:[1,90],41:[1,91],42:[1,92],43:[1,93]},i(Ke,[2,18]),{48:94,62:[1,95],63:[1,96]},{50:97,62:[1,98],63:[1,99]},i(Ke,[2,36]),{5:[1,100]},{5:[1,101]},{5:[2,51]},{5:[2,52]},{5:[1,102]},{5:[2,26]},{5:[2,27]},{5:[2,28]},{5:[1,103]},{5:[2,29]},{5:[2,30]},{5:[2,31]},{5:[2,32]},{5:[1,104]},{5:[2,55]},{5:[2,56]},{5:[1,105]},{5:[2,57]},{5:[2,58]},{5:W,20:106,21:xe,24:U,26:Fe,28:Pe,30:je},{5:W,20:107,21:xe,24:U,26:Fe,28:Pe,30:je},{5:W,20:108,21:xe,24:U,26:Fe,28:Pe,30:je},{5:W,20:109,21:xe,24:U,26:Fe,28:Pe,30:je},{5:Ie,30:Se,46:110,47:Ce,49:ke},{5:Ie,30:Se,46:111,47:Ce,49:ke},i(Ke,[2,14]),i(Ke,[2,15]),i(Ke,[2,16]),i(Ke,[2,17]),i(Ke,[2,34]),i(Ke,[2,35])],defaultActions:{8:[2,2],12:[2,1],30:[2,3],31:[2,8],32:[2,9],33:[2,10],34:[2,11],35:[2,12],37:[2,47],38:[2,48],40:[2,53],41:[2,54],83:[2,51],84:[2,52],86:[2,26],87:[2,27],88:[2,28],90:[2,29],91:[2,30],92:[2,31],93:[2,32],95:[2,55],96:[2,56],98:[2,57],99:[2,58]},parseError:function(Et,Gt){if(Gt.recoverable)this.trace(Et);else{var ln=new Error(Et);throw ln.hash=Gt,ln}},parse:function(Et){var Gt=this,ln=[0],xt=[],Pt=[null],Qe=[],Dt=this.table,kt="",On=0,ht=0,zr=2,yt=1,ji=Qe.slice.call(arguments,1),xi=Object.create(this.lexer),Ma={yy:{}};for(var zs in this.yy)Object.prototype.hasOwnProperty.call(this.yy,zs)&&(Ma.yy[zs]=this.yy[zs]);xi.setInput(Et,Ma.yy),Ma.yy.lexer=xi,Ma.yy.parser=this,typeof xi.yylloc>"u"&&(xi.yylloc={});var ao=xi.yylloc;Qe.push(ao);var Tr=xi.options&&xi.options.ranges;typeof Ma.yy.parseError=="function"?this.parseError=Ma.yy.parseError:this.parseError=Object.getPrototypeOf(this).parseError;function Fn(){var Pa;return Pa=xt.pop()||xi.lex()||yt,typeof Pa!="number"&&(Pa instanceof Array&&(xt=Pa,Pa=xt.pop()),Pa=Gt.symbols_[Pa]||Pa),Pa}for(var qn,Un,At,wt,on={},fn,An,oo,jo;;){if(Un=ln[ln.length-1],this.defaultActions[Un]?At=this.defaultActions[Un]:((qn===null||typeof qn>"u")&&(qn=Fn()),At=Dt[Un]&&Dt[Un][qn]),typeof At>"u"||!At.length||!At[0]){var $o="";jo=[];for(fn in Dt[Un])this.terminals_[fn]&&fn>zr&&jo.push("'"+this.terminals_[fn]+"'");xi.showPosition?$o="Parse error on line "+(On+1)+`: +`+xi.showPosition()+` +Expecting `+jo.join(", ")+", got '"+(this.terminals_[qn]||qn)+"'":$o="Parse error on line "+(On+1)+": Unexpected "+(qn==yt?"end of input":"'"+(this.terminals_[qn]||qn)+"'"),this.parseError($o,{text:xi.match,token:this.terminals_[qn]||qn,line:xi.yylineno,loc:ao,expected:jo})}if(At[0]instanceof Array&&At.length>1)throw new Error("Parse Error: multiple actions possible at state: "+Un+", token: "+qn);switch(At[0]){case 1:ln.push(qn),Pt.push(xi.yytext),Qe.push(xi.yylloc),ln.push(At[1]),qn=null,ht=xi.yyleng,kt=xi.yytext,On=xi.yylineno,ao=xi.yylloc;break;case 2:if(An=this.productions_[At[1]][1],on.$=Pt[Pt.length-An],on._$={first_line:Qe[Qe.length-(An||1)].first_line,last_line:Qe[Qe.length-1].last_line,first_column:Qe[Qe.length-(An||1)].first_column,last_column:Qe[Qe.length-1].last_column},Tr&&(on._$.range=[Qe[Qe.length-(An||1)].range[0],Qe[Qe.length-1].range[1]]),wt=this.performAction.apply(on,[kt,ht,On,Ma.yy,At[1],Pt,Qe].concat(ji)),typeof wt<"u")return wt;An&&(ln=ln.slice(0,-1*An*2),Pt=Pt.slice(0,-1*An),Qe=Qe.slice(0,-1*An)),ln.push(this.productions_[At[1]][0]),Pt.push(on.$),Qe.push(on._$),oo=Dt[ln[ln.length-2]][ln[ln.length-1]],ln.push(oo);break;case 3:return!0}}return!0}},Ne=function(){var _t={EOF:1,parseError:function(Gt,ln){if(this.yy.parser)this.yy.parser.parseError(Gt,ln);else throw new Error(Gt)},setInput:function(Et,Gt){return this.yy=Gt||this.yy||{},this._input=Et,this._more=this._backtrack=this.done=!1,this.yylineno=this.yyleng=0,this.yytext=this.matched=this.match="",this.conditionStack=["INITIAL"],this.yylloc={first_line:1,first_column:0,last_line:1,last_column:0},this.options.ranges&&(this.yylloc.range=[0,0]),this.offset=0,this},input:function(){var Et=this._input[0];this.yytext+=Et,this.yyleng++,this.offset++,this.match+=Et,this.matched+=Et;var Gt=Et.match(/(?:\r\n?|\n).*/g);return Gt?(this.yylineno++,this.yylloc.last_line++):this.yylloc.last_column++,this.options.ranges&&this.yylloc.range[1]++,this._input=this._input.slice(1),Et},unput:function(Et){var Gt=Et.length,ln=Et.split(/(?:\r\n?|\n)/g);this._input=Et+this._input,this.yytext=this.yytext.substr(0,this.yytext.length-Gt),this.offset-=Gt;var xt=this.match.split(/(?:\r\n?|\n)/g);this.match=this.match.substr(0,this.match.length-1),this.matched=this.matched.substr(0,this.matched.length-1),ln.length-1&&(this.yylineno-=ln.length-1);var Pt=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:ln?(ln.length===xt.length?this.yylloc.first_column:0)+xt[xt.length-ln.length].length-ln[0].length:this.yylloc.first_column-Gt},this.options.ranges&&(this.yylloc.range=[Pt[0],Pt[0]+this.yyleng-Gt]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){if(this.options.backtrack_lexer)this._backtrack=!0;else return this.parseError("Lexical error on line "+(this.yylineno+1)+`. You can only invoke reject() in the lexer when the lexer is of the backtracking persuasion (options.backtrack_lexer = true). +`+this.showPosition(),{text:"",token:null,line:this.yylineno});return this},less:function(Et){this.unput(this.match.slice(Et))},pastInput:function(){var Et=this.matched.substr(0,this.matched.length-this.match.length);return(Et.length>20?"...":"")+Et.substr(-20).replace(/\n/g,"")},upcomingInput:function(){var Et=this.match;return Et.length<20&&(Et+=this._input.substr(0,20-Et.length)),(Et.substr(0,20)+(Et.length>20?"...":"")).replace(/\n/g,"")},showPosition:function(){var Et=this.pastInput(),Gt=new Array(Et.length+1).join("-");return Et+this.upcomingInput()+` +`+Gt+"^"},test_match:function(Et,Gt){var ln,xt,Pt;if(this.options.backtrack_lexer&&(Pt={yylineno:this.yylineno,yylloc:{first_line:this.yylloc.first_line,last_line:this.last_line,first_column:this.yylloc.first_column,last_column:this.yylloc.last_column},yytext:this.yytext,match:this.match,matches:this.matches,matched:this.matched,yyleng:this.yyleng,offset:this.offset,_more:this._more,_input:this._input,yy:this.yy,conditionStack:this.conditionStack.slice(0),done:this.done},this.options.ranges&&(Pt.yylloc.range=this.yylloc.range.slice(0))),xt=Et[0].match(/(?:\r\n?|\n).*/g),xt&&(this.yylineno+=xt.length),this.yylloc={first_line:this.yylloc.last_line,last_line:this.yylineno+1,first_column:this.yylloc.last_column,last_column:xt?xt[xt.length-1].length-xt[xt.length-1].match(/\r?\n?/)[0].length:this.yylloc.last_column+Et[0].length},this.yytext+=Et[0],this.match+=Et[0],this.matches=Et,this.yyleng=this.yytext.length,this.options.ranges&&(this.yylloc.range=[this.offset,this.offset+=this.yyleng]),this._more=!1,this._backtrack=!1,this._input=this._input.slice(Et[0].length),this.matched+=Et[0],ln=this.performAction.call(this,this.yy,this,Gt,this.conditionStack[this.conditionStack.length-1]),this.done&&this._input&&(this.done=!1),ln)return ln;if(this._backtrack){for(var Qe in Pt)this[Qe]=Pt[Qe];return!1}return!1},next:function(){if(this.done)return this.EOF;this._input||(this.done=!0);var Et,Gt,ln,xt;this._more||(this.yytext="",this.match="");for(var Pt=this._currentRules(),Qe=0;QeGt[0].length)){if(Gt=ln,xt=Qe,this.options.backtrack_lexer){if(Et=this.test_match(ln,Pt[Qe]),Et!==!1)return Et;if(this._backtrack){Gt=!1;continue}else return!1}else if(!this.options.flex)break}return Gt?(Et=this.test_match(Gt,Pt[xt]),Et!==!1?Et:!1):this._input===""?this.EOF:this.parseError("Lexical error on line "+(this.yylineno+1)+`. Unrecognized text. +`+this.showPosition(),{text:"",token:null,line:this.yylineno})},lex:function(){var Gt=this.next();return Gt||this.lex()},begin:function(Gt){this.conditionStack.push(Gt)},popState:function(){var Gt=this.conditionStack.length-1;return Gt>0?this.conditionStack.pop():this.conditionStack[0]},_currentRules:function(){return this.conditionStack.length&&this.conditionStack[this.conditionStack.length-1]?this.conditions[this.conditionStack[this.conditionStack.length-1]].rules:this.conditions.INITIAL.rules},topState:function(Gt){return Gt=this.conditionStack.length-1-Math.abs(Gt||0),Gt>=0?this.conditionStack[Gt]:"INITIAL"},pushState:function(Gt){this.begin(Gt)},stateStackSize:function(){return this.conditionStack.length},options:{"case-insensitive":!0},performAction:function(Gt,ln,xt,Pt){switch(xt){case 0:return"title";case 1:return this.begin("acc_title"),9;case 2:return this.popState(),"acc_title_value";case 3:return this.begin("acc_descr"),11;case 4:return this.popState(),"acc_descr_value";case 5:this.begin("acc_descr_multiline");break;case 6:this.popState();break;case 7:return"acc_descr_multiline_value";case 8:return 5;case 9:break;case 10:break;case 11:break;case 12:return 8;case 13:return 6;case 14:return 19;case 15:return 30;case 16:return 22;case 17:return 21;case 18:return 24;case 19:return 26;case 20:return 28;case 21:return 31;case 22:return 32;case 23:return 33;case 24:return 34;case 25:return 35;case 26:return 36;case 27:return 37;case 28:return 38;case 29:return 39;case 30:return 40;case 31:return 41;case 32:return 42;case 33:return 43;case 34:return 44;case 35:return 55;case 36:return 56;case 37:return 57;case 38:return 58;case 39:return 59;case 40:return 60;case 41:return 61;case 42:return 47;case 43:return 49;case 44:return 51;case 45:return 54;case 46:return 53;case 47:this.begin("string");break;case 48:this.popState();break;case 49:return"qString";case 50:return 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.reqLabel{ + fill: ${i.requirementTextColor}; + } + .reqLabelBox { + fill: ${i.relationLabelBackground}; + fill-opacity: 1.0; + } + + .req-title-line { + stroke: ${i.requirementBorderColor}; + stroke-width: ${i.requirementBorderSize}; + } + .relationshipLine { + stroke: ${i.relationColor}; + stroke-width: 1; + } + .relationshipLabel { + fill: ${i.relationLabelColor}; + } + +`,wve={CONTAINS:"contains",ARROW:"arrow"},SGe={ReqMarkers:wve,insertLineEndings:(i,s)=>{let 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_=d.db.getRequirements(),A=d.db.getElements(),P=d.db.getRelationships();prn(_,T,y),brn(A,T,y),mrn(P,T),qD(T),vrn(y,T),P.forEach(function(ee){grn(y,ee,T,s,d)});const R=Tf.rect_padding,F=y.node().getBBox(),j=F.width+R*2,K=F.height+R*2;Ng(y,K,j,Tf.useMaxWidth),y.attr("viewBox",`${F.x-R} ${F.y-R} ${j} ${K}`)}},styles:frn}},Symbol.toStringTag,{value:"Module"}));var yve=function(){var i=function(xt,Pt,Qe,Dt){for(Qe=Qe||{},Dt=xt.length;Dt--;Qe[xt[Dt]]=Pt);return 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36:ht[yt-1].unshift({type:"optStart",optText:kt.parseMessage(ht[yt-2]),signalType:kt.LINETYPE.OPT_START}),ht[yt-1].push({type:"optEnd",optText:kt.parseMessage(ht[yt-2]),signalType:kt.LINETYPE.OPT_END}),this.$=ht[yt-1];break;case 37:ht[yt-1].unshift({type:"altStart",altText:kt.parseMessage(ht[yt-2]),signalType:kt.LINETYPE.ALT_START}),ht[yt-1].push({type:"altEnd",signalType:kt.LINETYPE.ALT_END}),this.$=ht[yt-1];break;case 38:ht[yt-1].unshift({type:"parStart",parText:kt.parseMessage(ht[yt-2]),signalType:kt.LINETYPE.PAR_START}),ht[yt-1].push({type:"parEnd",signalType:kt.LINETYPE.PAR_END}),this.$=ht[yt-1];break;case 39:ht[yt-1].unshift({type:"parStart",parText:kt.parseMessage(ht[yt-2]),signalType:kt.LINETYPE.PAR_OVER_START}),ht[yt-1].push({type:"parEnd",signalType:kt.LINETYPE.PAR_END}),this.$=ht[yt-1];break;case 40:ht[yt-1].unshift({type:"criticalStart",criticalText:kt.parseMessage(ht[yt-2]),signalType:kt.LINETYPE.CRITICAL_START}),ht[yt-1].push({type:"criticalEnd",signalType:kt.LINETYPE.CRITICAL_END}),this.$=ht[yt-1];break;case 41:ht[yt-1].unshift({type:"breakStart",breakText:kt.parseMessage(ht[yt-2]),signalType:kt.LINETYPE.BREAK_START}),ht[yt-1].push({type:"breakEnd",optText:kt.parseMessage(ht[yt-2]),signalType:kt.LINETYPE.BREAK_END}),this.$=ht[yt-1];break;case 43:this.$=ht[yt-3].concat([{type:"option",optionText:kt.parseMessage(ht[yt-1]),signalType:kt.LINETYPE.CRITICAL_OPTION},ht[yt]]);break;case 45:this.$=ht[yt-3].concat([{type:"and",parText:kt.parseMessage(ht[yt-1]),signalType:kt.LINETYPE.PAR_AND},ht[yt]]);break;case 47:this.$=ht[yt-3].concat([{type:"else",altText:kt.parseMessage(ht[yt-1]),signalType:kt.LINETYPE.ALT_ELSE},ht[yt]]);break;case 48:ht[yt-3].draw="participant",ht[yt-3].type="addParticipant",ht[yt-3].description=kt.parseMessage(ht[yt-1]),this.$=ht[yt-3];break;case 49:ht[yt-1].draw="participant",ht[yt-1].type="addParticipant",this.$=ht[yt-1];break;case 50:ht[yt-3].draw="actor",ht[yt-3].type="addParticipant",ht[yt-3].description=kt.parseMessage(ht[yt-1]),this.$=ht[yt-3];break;case 51:ht[yt-1].draw="actor",ht[yt-1].type="addParticipant",this.$=ht[yt-1];break;case 52:ht[yt-1].type="destroyParticipant",this.$=ht[yt-1];break;case 53:this.$=[ht[yt-1],{type:"addNote",placement:ht[yt-2],actor:ht[yt-1].actor,text:ht[yt]}];break;case 54:ht[yt-2]=[].concat(ht[yt-1],ht[yt-1]).slice(0,2),ht[yt-2][0]=ht[yt-2][0].actor,ht[yt-2][1]=ht[yt-2][1].actor,this.$=[ht[yt-1],{type:"addNote",placement:kt.PLACEMENT.OVER,actor:ht[yt-2].slice(0,2),text:ht[yt]}];break;case 55:this.$=[ht[yt-1],{type:"addLinks",actor:ht[yt-1].actor,text:ht[yt]}];break;case 56:this.$=[ht[yt-1],{type:"addALink",actor:ht[yt-1].actor,text:ht[yt]}];break;case 57:this.$=[ht[yt-1],{type:"addProperties",actor:ht[yt-1].actor,text:ht[yt]}];break;case 58:this.$=[ht[yt-1],{type:"addDetails",actor:ht[yt-1].actor,text:ht[yt]}];break;case 61:this.$=[ht[yt-2],ht[yt]];break;case 62:this.$=ht[yt];break;case 63:this.$=kt.PLACEMENT.LEFTOF;break;case 64:this.$=kt.PLACEMENT.RIGHTOF;break;case 65:this.$=[ht[yt-4],ht[yt-1],{type:"addMessage",from:ht[yt-4].actor,to:ht[yt-1].actor,signalType:ht[yt-3],msg:ht[yt],activate:!0},{type:"activeStart",signalType:kt.LINETYPE.ACTIVE_START,actor:ht[yt-1]}];break;case 66:this.$=[ht[yt-4],ht[yt-1],{type:"addMessage",from:ht[yt-4].actor,to:ht[yt-1].actor,signalType:ht[yt-3],msg:ht[yt]},{type:"activeEnd",signalType:kt.LINETYPE.ACTIVE_END,actor:ht[yt-4]}];break;case 67:this.$=[ht[yt-3],ht[yt-1],{type:"addMessage",from:ht[yt-3].actor,to:ht[yt-1].actor,signalType:ht[yt-2],msg:ht[yt]}];break;case 68:this.$={type:"addParticipant",actor:ht[yt]};break;case 69:this.$=kt.LINETYPE.SOLID_OPEN;break;case 70:this.$=kt.LINETYPE.DOTTED_OPEN;break;case 71:this.$=kt.LINETYPE.SOLID;break;case 72:this.$=kt.LINETYPE.DOTTED;break;case 73:this.$=kt.LINETYPE.SOLID_CROSS;break;case 74:this.$=kt.LINETYPE.DOTTED_CROSS;break;case 75:this.$=kt.LINETYPE.SOLID_POINT;break;case 76:this.$=kt.LINETYPE.DOTTED_POINT;break;case 77:this.$=kt.parseMessage(ht[yt].trim().substring(1));break}},table:[{3:1,4:s,5:u,6:d},{1:[3]},{3:5,4:s,5:u,6:d},{3:6,4:s,5:u,6:d},i([1,4,5,13,14,18,21,23,29,30,31,33,35,36,37,38,39,41,43,44,46,50,52,53,54,59,60,61,62,70],p,{7:7}),{1:[2,1]},{1:[2,2]},{1:[2,3],4:v,5:b,8:8,9:10,12:12,13:y,14:T,17:15,18:_,21:A,22:40,23:P,24:19,25:20,26:21,27:22,28:23,29:R,30:F,31:j,33:K,35:ee,36:ie,37:oe,38:pe,39:be,41:ae,43:ne,44:se,46:de,50:X,52:ge,53:W,54:xe,59:U,60:Fe,61:Pe,62:je,70:Ie},i(Se,[2,5]),{9:47,12:12,13:y,14:T,17:15,18:_,21:A,22:40,23:P,24:19,25:20,26:21,27:22,28:23,29:R,30:F,31:j,33:K,35:ee,36:ie,37:oe,38:pe,39:be,41:ae,43:ne,44:se,46:de,50:X,52:ge,53:W,54:xe,59:U,60:Fe,61:Pe,62:je,70:Ie},i(Se,[2,7]),i(Se,[2,8]),i(Se,[2,14]),{12:48,50:X,52:ge,53:W},{15:[1,49]},{5:[1,50]},{5:[1,53],19:[1,51],20:[1,52]},{22:54,70:Ie},{22:55,70:Ie},{5:[1,56]},{5:[1,57]},{5:[1,58]},{5:[1,59]},{5:[1,60]},i(Se,[2,29]),i(Se,[2,30]),{32:[1,61]},{34:[1,62]},i(Se,[2,33]),{15:[1,63]},{15:[1,64]},{15:[1,65]},{15:[1,66]},{15:[1,67]},{15:[1,68]},{15:[1,69]},{15:[1,70]},{22:71,70:Ie},{22:72,70:Ie},{22:73,70:Ie},{67:74,71:[1,75],72:[1,76],73:[1,77],74:[1,78],75:[1,79],76:[1,80],77:[1,81],78:[1,82]},{55:83,57:[1,84],65:[1,85],66:[1,86]},{22:87,70:Ie},{22:88,70:Ie},{22:89,70:Ie},{22:90,70:Ie},i([5,51,64,71,72,73,74,75,76,77,78,79],[2,68]),i(Se,[2,6]),i(Se,[2,15]),i(Ce,[2,9],{10:91}),i(Se,[2,17]),{5:[1,93],19:[1,92]},{5:[1,94]},i(Se,[2,21]),{5:[1,95]},{5:[1,96]},i(Se,[2,24]),i(Se,[2,25]),i(Se,[2,26]),i(Se,[2,27]),i(Se,[2,28]),i(Se,[2,31]),i(Se,[2,32]),i(ke,p,{7:97}),i(ke,p,{7:98}),i(ke,p,{7:99}),i(Ke,p,{40:100,7:101}),i(Ft,p,{42:102,7:103}),i(Ft,p,{7:103,42:104}),i(Ne,p,{45:105,7:106}),i(ke,p,{7:107}),{5:[1,109],51:[1,108]},{5:[1,111],51:[1,110]},{5:[1,112]},{22:115,68:[1,113],69:[1,114],70:Ie},i(gn,[2,69]),i(gn,[2,70]),i(gn,[2,71]),i(gn,[2,72]),i(gn,[2,73]),i(gn,[2,74]),i(gn,[2,75]),i(gn,[2,76]),{22:116,70:Ie},{22:118,58:117,70:Ie},{70:[2,63]},{70:[2,64]},{56:119,79:_t},{56:121,79:_t},{56:122,79:_t},{56:123,79:_t},{4:[1,126],5:[1,128],11:125,12:127,16:[1,124],50:X,52:ge,53:W},{5:[1,129]},i(Se,[2,19]),i(Se,[2,20]),i(Se,[2,22]),i(Se,[2,23]),{4:v,5:b,8:8,9:10,12:12,13:y,14:T,16:[1,130],17:15,18:_,21:A,22:40,23:P,24:19,25:20,26:21,27:22,28:23,29:R,30:F,31:j,33:K,35:ee,36:ie,37:oe,38:pe,39:be,41:ae,43:ne,44:se,46:de,50:X,52:ge,53:W,54:xe,59:U,60:Fe,61:Pe,62:je,70:Ie},{4:v,5:b,8:8,9:10,12:12,13:y,14:T,16:[1,131],17:15,18:_,21:A,22:40,23:P,24:19,25:20,26:21,27:22,28:23,29:R,30:F,31:j,33:K,35:ee,36:ie,37:oe,38:pe,39:be,41:ae,43:ne,44:se,46:de,50:X,52:ge,53:W,54:xe,59:U,60:Fe,61:Pe,62:je,70:Ie},{4:v,5:b,8:8,9:10,12:12,13:y,14:T,16:[1,132],17:15,18:_,21:A,22:40,23:P,24:19,25:20,26:21,27:22,28:23,29:R,30:F,31:j,33:K,35:ee,36:ie,37:oe,38:pe,39:be,41:ae,43:ne,44:se,46:de,50:X,52:ge,53:W,54:xe,59:U,60:Fe,61:Pe,62:je,70:Ie},{16:[1,133]},{4:v,5:b,8:8,9:10,12:12,13:y,14:T,16:[2,46],17:15,18:_,21:A,22:40,23:P,24:19,25:20,26:21,27:22,28:23,29:R,30:F,31:j,33:K,35:ee,36:ie,37:oe,38:pe,39:be,41:ae,43:ne,44:se,46:de,49:[1,134],50:X,52:ge,53:W,54:xe,59:U,60:Fe,61:Pe,62:je,70:Ie},{16:[1,135]},{4:v,5:b,8:8,9:10,12:12,13:y,14:T,16:[2,44],17:15,18:_,21:A,22:40,23:P,24:19,25:20,26:21,27:22,28:23,29:R,30:F,31:j,33:K,35:ee,36:ie,37:oe,38:pe,39:be,41:ae,43:ne,44:se,46:de,48:[1,136],50:X,52:ge,53:W,54:xe,59:U,60:Fe,61:Pe,62:je,70:Ie},{16:[1,137]},{16:[1,138]},{4:v,5:b,8:8,9:10,12:12,13:y,14:T,16:[2,42],17:15,18:_,21:A,22:40,23:P,24:19,25:20,26:21,27:22,28:23,29:R,30:F,31:j,33:K,35:ee,36:ie,37:oe,38:pe,39:be,41:ae,43:ne,44:se,46:de,47:[1,139],50:X,52:ge,53:W,54:xe,59:U,60:Fe,61:Pe,62:je,70:Ie},{4:v,5:b,8:8,9:10,12:12,13:y,14:T,16:[1,140],17:15,18:_,21:A,22:40,23:P,24:19,25:20,26:21,27:22,28:23,29:R,30:F,31:j,33:K,35:ee,36:ie,37:oe,38:pe,39:be,41:ae,43:ne,44:se,46:de,50:X,52:ge,53:W,54:xe,59:U,60:Fe,61:Pe,62:je,70:Ie},{15:[1,141]},i(Se,[2,49]),{15:[1,142]},i(Se,[2,51]),i(Se,[2,52]),{22:143,70:Ie},{22:144,70:Ie},{56:145,79:_t},{56:146,79:_t},{56:147,79:_t},{64:[1,148],79:[2,62]},{5:[2,55]},{5:[2,77]},{5:[2,56]},{5:[2,57]},{5:[2,58]},i(Se,[2,16]),i(Ce,[2,10]),{12:149,50:X,52:ge,53:W},i(Ce,[2,12]),i(Ce,[2,13]),i(Se,[2,18]),i(Se,[2,34]),i(Se,[2,35]),i(Se,[2,36]),i(Se,[2,37]),{15:[1,150]},i(Se,[2,38]),{15:[1,151]},i(Se,[2,39]),i(Se,[2,40]),{15:[1,152]},i(Se,[2,41]),{5:[1,153]},{5:[1,154]},{56:155,79:_t},{56:156,79:_t},{5:[2,67]},{5:[2,53]},{5:[2,54]},{22:157,70:Ie},i(Ce,[2,11]),i(Ke,p,{7:101,40:158}),i(Ft,p,{7:103,42:159}),i(Ne,p,{7:106,45:160}),i(Se,[2,48]),i(Se,[2,50]),{5:[2,65]},{5:[2,66]},{79:[2,61]},{16:[2,47]},{16:[2,45]},{16:[2,43]}],defaultActions:{5:[2,1],6:[2,2],85:[2,63],86:[2,64],119:[2,55],120:[2,77],121:[2,56],122:[2,57],123:[2,58],145:[2,67],146:[2,53],147:[2,54],155:[2,65],156:[2,66],157:[2,61],158:[2,47],159:[2,45],160:[2,43]},parseError:function(Pt,Qe){if(Qe.recoverable)this.trace(Pt);else{var Dt=new Error(Pt);throw Dt.hash=Qe,Dt}},parse:function(Pt){var Qe=this,Dt=[0],kt=[],On=[null],ht=[],zr=this.table,yt="",ji=0,xi=0,Ma=2,zs=1,ao=ht.slice.call(arguments,1),Tr=Object.create(this.lexer),Fn={yy:{}};for(var qn in this.yy)Object.prototype.hasOwnProperty.call(this.yy,qn)&&(Fn.yy[qn]=this.yy[qn]);Tr.setInput(Pt,Fn.yy),Fn.yy.lexer=Tr,Fn.yy.parser=this,typeof Tr.yylloc>"u"&&(Tr.yylloc={});var Un=Tr.yylloc;ht.push(Un);var At=Tr.options&&Tr.options.ranges;typeof Fn.yy.parseError=="function"?this.parseError=Fn.yy.parseError:this.parseError=Object.getPrototypeOf(this).parseError;function wt(){var da;return da=kt.pop()||Tr.lex()||zs,typeof da!="number"&&(da instanceof Array&&(kt=da,da=kt.pop()),da=Qe.symbols_[da]||da),da}for(var on,fn,An,oo,jo={},$o,Pa,wo,_s;;){if(fn=Dt[Dt.length-1],this.defaultActions[fn]?An=this.defaultActions[fn]:((on===null||typeof on>"u")&&(on=wt()),An=zr[fn]&&zr[fn][on]),typeof An>"u"||!An.length||!An[0]){var tl="";_s=[];for($o in zr[fn])this.terminals_[$o]&&$o>Ma&&_s.push("'"+this.terminals_[$o]+"'");Tr.showPosition?tl="Parse error on line "+(ji+1)+`: +`+Tr.showPosition()+` +Expecting `+_s.join(", ")+", got '"+(this.terminals_[on]||on)+"'":tl="Parse error on line "+(ji+1)+": Unexpected "+(on==zs?"end of input":"'"+(this.terminals_[on]||on)+"'"),this.parseError(tl,{text:Tr.match,token:this.terminals_[on]||on,line:Tr.yylineno,loc:Un,expected:_s})}if(An[0]instanceof Array&&An.length>1)throw new Error("Parse Error: multiple actions possible at state: "+fn+", token: "+on);switch(An[0]){case 1:Dt.push(on),On.push(Tr.yytext),ht.push(Tr.yylloc),Dt.push(An[1]),on=null,xi=Tr.yyleng,yt=Tr.yytext,ji=Tr.yylineno,Un=Tr.yylloc;break;case 2:if(Pa=this.productions_[An[1]][1],jo.$=On[On.length-Pa],jo._$={first_line:ht[ht.length-(Pa||1)].first_line,last_line:ht[ht.length-1].last_line,first_column:ht[ht.length-(Pa||1)].first_column,last_column:ht[ht.length-1].last_column},At&&(jo._$.range=[ht[ht.length-(Pa||1)].range[0],ht[ht.length-1].range[1]]),oo=this.performAction.apply(jo,[yt,xi,ji,Fn.yy,An[1],On,ht].concat(ao)),typeof oo<"u")return oo;Pa&&(Dt=Dt.slice(0,-1*Pa*2),On=On.slice(0,-1*Pa),ht=ht.slice(0,-1*Pa)),Dt.push(this.productions_[An[1]][0]),On.push(jo.$),ht.push(jo._$),wo=zr[Dt[Dt.length-2]][Dt[Dt.length-1]],Dt.push(wo);break;case 3:return!0}}return!0}},Gt=function(){var xt={EOF:1,parseError:function(Qe,Dt){if(this.yy.parser)this.yy.parser.parseError(Qe,Dt);else throw new Error(Qe)},setInput:function(Pt,Qe){return this.yy=Qe||this.yy||{},this._input=Pt,this._more=this._backtrack=this.done=!1,this.yylineno=this.yyleng=0,this.yytext=this.matched=this.match="",this.conditionStack=["INITIAL"],this.yylloc={first_line:1,first_column:0,last_line:1,last_column:0},this.options.ranges&&(this.yylloc.range=[0,0]),this.offset=0,this},input:function(){var Pt=this._input[0];this.yytext+=Pt,this.yyleng++,this.offset++,this.match+=Pt,this.matched+=Pt;var Qe=Pt.match(/(?:\r\n?|\n).*/g);return Qe?(this.yylineno++,this.yylloc.last_line++):this.yylloc.last_column++,this.options.ranges&&this.yylloc.range[1]++,this._input=this._input.slice(1),Pt},unput:function(Pt){var Qe=Pt.length,Dt=Pt.split(/(?:\r\n?|\n)/g);this._input=Pt+this._input,this.yytext=this.yytext.substr(0,this.yytext.length-Qe),this.offset-=Qe;var kt=this.match.split(/(?:\r\n?|\n)/g);this.match=this.match.substr(0,this.match.length-1),this.matched=this.matched.substr(0,this.matched.length-1),Dt.length-1&&(this.yylineno-=Dt.length-1);var On=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:Dt?(Dt.length===kt.length?this.yylloc.first_column:0)+kt[kt.length-Dt.length].length-Dt[0].length:this.yylloc.first_column-Qe},this.options.ranges&&(this.yylloc.range=[On[0],On[0]+this.yyleng-Qe]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){if(this.options.backtrack_lexer)this._backtrack=!0;else return this.parseError("Lexical error on line "+(this.yylineno+1)+`. You can only invoke reject() in the lexer when the lexer is of the backtracking persuasion (options.backtrack_lexer = true). +`+this.showPosition(),{text:"",token:null,line:this.yylineno});return this},less:function(Pt){this.unput(this.match.slice(Pt))},pastInput:function(){var Pt=this.matched.substr(0,this.matched.length-this.match.length);return(Pt.length>20?"...":"")+Pt.substr(-20).replace(/\n/g,"")},upcomingInput:function(){var Pt=this.match;return Pt.length<20&&(Pt+=this._input.substr(0,20-Pt.length)),(Pt.substr(0,20)+(Pt.length>20?"...":"")).replace(/\n/g,"")},showPosition:function(){var Pt=this.pastInput(),Qe=new Array(Pt.length+1).join("-");return Pt+this.upcomingInput()+` +`+Qe+"^"},test_match:function(Pt,Qe){var Dt,kt,On;if(this.options.backtrack_lexer&&(On={yylineno:this.yylineno,yylloc:{first_line:this.yylloc.first_line,last_line:this.last_line,first_column:this.yylloc.first_column,last_column:this.yylloc.last_column},yytext:this.yytext,match:this.match,matches:this.matches,matched:this.matched,yyleng:this.yyleng,offset:this.offset,_more:this._more,_input:this._input,yy:this.yy,conditionStack:this.conditionStack.slice(0),done:this.done},this.options.ranges&&(On.yylloc.range=this.yylloc.range.slice(0))),kt=Pt[0].match(/(?:\r\n?|\n).*/g),kt&&(this.yylineno+=kt.length),this.yylloc={first_line:this.yylloc.last_line,last_line:this.yylineno+1,first_column:this.yylloc.last_column,last_column:kt?kt[kt.length-1].length-kt[kt.length-1].match(/\r?\n?/)[0].length:this.yylloc.last_column+Pt[0].length},this.yytext+=Pt[0],this.match+=Pt[0],this.matches=Pt,this.yyleng=this.yytext.length,this.options.ranges&&(this.yylloc.range=[this.offset,this.offset+=this.yyleng]),this._more=!1,this._backtrack=!1,this._input=this._input.slice(Pt[0].length),this.matched+=Pt[0],Dt=this.performAction.call(this,this.yy,this,Qe,this.conditionStack[this.conditionStack.length-1]),this.done&&this._input&&(this.done=!1),Dt)return Dt;if(this._backtrack){for(var ht in On)this[ht]=On[ht];return!1}return!1},next:function(){if(this.done)return this.EOF;this._input||(this.done=!0);var Pt,Qe,Dt,kt;this._more||(this.yytext="",this.match="");for(var On=this._currentRules(),ht=0;htQe[0].length)){if(Qe=Dt,kt=ht,this.options.backtrack_lexer){if(Pt=this.test_match(Dt,On[ht]),Pt!==!1)return Pt;if(this._backtrack){Qe=!1;continue}else return!1}else if(!this.options.flex)break}return Qe?(Pt=this.test_match(Qe,On[kt]),Pt!==!1?Pt:!1):this._input===""?this.EOF:this.parseError("Lexical error on line "+(this.yylineno+1)+`. Unrecognized text. +`+this.showPosition(),{text:"",token:null,line:this.yylineno})},lex:function(){var Qe=this.next();return Qe||this.lex()},begin:function(Qe){this.conditionStack.push(Qe)},popState:function(){var Qe=this.conditionStack.length-1;return Qe>0?this.conditionStack.pop():this.conditionStack[0]},_currentRules:function(){return this.conditionStack.length&&this.conditionStack[this.conditionStack.length-1]?this.conditions[this.conditionStack[this.conditionStack.length-1]].rules:this.conditions.INITIAL.rules},topState:function(Qe){return Qe=this.conditionStack.length-1-Math.abs(Qe||0),Qe>=0?this.conditionStack[Qe]:"INITIAL"},pushState:function(Qe){this.begin(Qe)},stateStackSize:function(){return this.conditionStack.length},options:{"case-insensitive":!0},performAction:function(Qe,Dt,kt,On){switch(kt){case 0:return 5;case 1:break;case 2:break;case 3:break;case 4:break;case 5:break;case 6:return 19;case 7:return this.begin("LINE"),14;case 8:return this.begin("ID"),50;case 9:return this.begin("ID"),52;case 10:return 13;case 11:return this.begin("ID"),53;case 12:return Dt.yytext=Dt.yytext.trim(),this.begin("ALIAS"),70;case 13:return this.popState(),this.popState(),this.begin("LINE"),51;case 14:return this.popState(),this.popState(),5;case 15:return this.begin("LINE"),36;case 16:return this.begin("LINE"),37;case 17:return this.begin("LINE"),38;case 18:return this.begin("LINE"),39;case 19:return this.begin("LINE"),49;case 20:return this.begin("LINE"),41;case 21:return this.begin("LINE"),43;case 22:return this.begin("LINE"),48;case 23:return this.begin("LINE"),44;case 24:return this.begin("LINE"),47;case 25:return this.begin("LINE"),46;case 26:return this.popState(),15;case 27:return 16;case 28:return 65;case 29:return 66;case 30:return 59;case 31:return 60;case 32:return 61;case 33:return 62;case 34:return 57;case 35:return 54;case 36:return this.begin("ID"),21;case 37:return this.begin("ID"),23;case 38:return 29;case 39:return 30;case 40:return this.begin("acc_title"),31;case 41:return this.popState(),"acc_title_value";case 42:return this.begin("acc_descr"),33;case 43:return this.popState(),"acc_descr_value";case 44:this.begin("acc_descr_multiline");break;case 45:this.popState();break;case 46:return"acc_descr_multiline_value";case 47:return 6;case 48:return 18;case 49:return 20;case 50:return 64;case 51:return 5;case 52:return Dt.yytext=Dt.yytext.trim(),70;case 53:return 73;case 54:return 74;case 55:return 71;case 56:return 72;case 57:return 75;case 58:return 76;case 59:return 77;case 60:return 78;case 61:return 79;case 62:return 68;case 63:return 69;case 64:return 5;case 65:return"INVALID"}},rules:[/^(?:[\n]+)/i,/^(?:\s+)/i,/^(?:((?!\n)\s)+)/i,/^(?:#[^\n]*)/i,/^(?:%(?!\{)[^\n]*)/i,/^(?:[^\}]%%[^\n]*)/i,/^(?:[0-9]+(?=[ \n]+))/i,/^(?:box\b)/i,/^(?:participant\b)/i,/^(?:actor\b)/i,/^(?:create\b)/i,/^(?:destroy\b)/i,/^(?:[^\->:\n,;]+?([\-]*[^\->:\n,;]+?)*?(?=((?!\n)\s)+as(?!\n)\s|[#\n;]|$))/i,/^(?:as\b)/i,/^(?:(?:))/i,/^(?:loop\b)/i,/^(?:rect\b)/i,/^(?:opt\b)/i,/^(?:alt\b)/i,/^(?:else\b)/i,/^(?:par\b)/i,/^(?:par_over\b)/i,/^(?:and\b)/i,/^(?:critical\b)/i,/^(?:option\b)/i,/^(?:break\b)/i,/^(?:(?:[:]?(?:no)?wrap)?[^#\n;]*)/i,/^(?:end\b)/i,/^(?:left of\b)/i,/^(?:right of\b)/i,/^(?:links\b)/i,/^(?:link\b)/i,/^(?:properties\b)/i,/^(?:details\b)/i,/^(?:over\b)/i,/^(?:note\b)/i,/^(?:activate\b)/i,/^(?:deactivate\b)/i,/^(?:title\s[^#\n;]+)/i,/^(?:title:\s[^#\n;]+)/i,/^(?:accTitle\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*\{\s*)/i,/^(?:[\}])/i,/^(?:[^\}]*)/i,/^(?:sequenceDiagram\b)/i,/^(?:autonumber\b)/i,/^(?:off\b)/i,/^(?:,)/i,/^(?:;)/i,/^(?:[^\+\->:\n,;]+((?!(-x|--x|-\)|--\)))[\-]*[^\+\->:\n,;]+)*)/i,/^(?:->>)/i,/^(?:-->>)/i,/^(?:->)/i,/^(?:-->)/i,/^(?:-[x])/i,/^(?:--[x])/i,/^(?:-[\)])/i,/^(?:--[\)])/i,/^(?::(?:(?:no)?wrap)?[^#\n;]+)/i,/^(?:\+)/i,/^(?:-)/i,/^(?:$)/i,/^(?:.)/i],conditions:{acc_descr_multiline:{rules:[45,46],inclusive:!1},acc_descr:{rules:[43],inclusive:!1},acc_title:{rules:[41],inclusive:!1},ID:{rules:[2,3,12],inclusive:!1},ALIAS:{rules:[2,3,13,14],inclusive:!1},LINE:{rules:[2,3,26],inclusive:!1},INITIAL:{rules:[0,1,3,4,5,6,7,8,9,10,11,15,16,17,18,19,20,21,22,23,24,25,27,28,29,30,31,32,33,34,35,36,37,38,39,40,42,44,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65],inclusive:!0}}};return xt}();Et.lexer=Gt;function ln(){this.yy={}}return ln.prototype=Et,Et.Parser=ln,new ln}();yve.parser=yve;const yrn=yve;class xrn{constructor(s){this.init=s,this.records=this.init()}reset(){this.records=this.init()}}const Ds=new xrn(()=>({prevActor:void 0,actors:{},createdActors:{},destroyedActors:{},boxes:[],messages:[],notes:[],sequenceNumbersEnabled:!1,wrapEnabled:void 0,currentBox:void 0,lastCreated:void 0,lastDestroyed:void 0})),krn=function(i){Ds.records.boxes.push({name:i.text,wrap:i.wrap===void 0&&JC()||!!i.wrap,fill:i.color,actorKeys:[]}),Ds.records.currentBox=Ds.records.boxes.slice(-1)[0]},xve=function(i,s,u,d){let p=Ds.records.currentBox;const v=Ds.records.actors[i];if(v){if(Ds.records.currentBox&&v.box&&Ds.records.currentBox!==v.box)throw new Error("A same participant should only be defined in one Box: "+v.name+" can't be in '"+v.box.name+"' and in '"+Ds.records.currentBox.name+"' at the same time.");if(p=v.box?v.box:Ds.records.currentBox,v.box=p,v&&s===v.name&&u==null)return}(u==null||u.text==null)&&(u={text:s,wrap:null,type:d}),(d==null||u.text==null)&&(u={text:s,wrap:null,type:d}),Ds.records.actors[i]={box:p,name:s,description:u.text,wrap:u.wrap===void 0&&JC()||!!u.wrap,prevActor:Ds.records.prevActor,links:{},properties:{},actorCnt:null,rectData:null,type:d||"participant"},Ds.records.prevActor&&Ds.records.actors[Ds.records.prevActor]&&(Ds.records.actors[Ds.records.prevActor].nextActor=i),Ds.records.currentBox&&Ds.records.currentBox.actorKeys.push(i),Ds.records.prevActor=i},Ern=i=>{let s,u=0;for(s=0;s>-",token:"->>-",line:"1",loc:{first_line:1,last_line:1,first_column:1,last_column:1},expected:["'ACTIVE_PARTICIPANT'"]},b}return Ds.records.messages.push({from:i,to:s,message:u.text,wrap:u.wrap===void 0&&JC()||!!u.wrap,type:d,activate:p}),!0},Crn=function(){return Ds.records.boxes.length>0},Srn=function(){return Ds.records.boxes.some(i=>i.name)},_rn=function(){return Ds.records.messages},Arn=function(){return Ds.records.boxes},Lrn=function(){return Ds.records.actors},Mrn=function(){return Ds.records.createdActors},Drn=function(){return Ds.records.destroyedActors},GR=function(i){return Ds.records.actors[i]},Irn=function(){return Object.keys(Ds.records.actors)},Orn=function(){Ds.records.sequenceNumbersEnabled=!0},Nrn=function(){Ds.records.sequenceNumbersEnabled=!1},Prn=()=>Ds.records.sequenceNumbersEnabled,Brn=function(i){Ds.records.wrapEnabled=i},JC=()=>Ds.records.wrapEnabled!==void 0?Ds.records.wrapEnabled:qt().sequence.wrap,Frn=function(){Ds.reset(),Pg()},Rrn=function(i){const s=i.trim(),u={text:s.replace(/^:?(?:no)?wrap:/,"").trim(),wrap:s.match(/^:?wrap:/)!==null?!0:s.match(/^:?nowrap:/)!==null?!1:void 0};return Xe.debug("parseMessage:",u),u},jrn=function(i){const s=i.match(/^((?:rgba?|hsla?)\s*\(.*\)|\w*)(.*)$/);let u=s!=null&&s[1]?s[1].trim():"transparent",d=s!=null&&s[2]?s[2].trim():void 0;if(window&&window.CSS)window.CSS.supports("color",u)||(u="transparent",d=i.trim());else{const p=new Option().style;p.color=u,p.color!==u&&(u="transparent",d=i.trim())}return{color:u,text:d!==void 0?Yf(d.replace(/^:?(?:no)?wrap:/,""),qt()):void 0,wrap:d!==void 0?d.match(/^:?wrap:/)!==null?!0:d.match(/^:?nowrap:/)!==null?!1:void 0:void 0}},KR={SOLID:0,DOTTED:1,NOTE:2,SOLID_CROSS:3,DOTTED_CROSS:4,SOLID_OPEN:5,DOTTED_OPEN:6,LOOP_START:10,LOOP_END:11,ALT_START:12,ALT_ELSE:13,ALT_END:14,OPT_START:15,OPT_END:16,ACTIVE_START:17,ACTIVE_END:18,PAR_START:19,PAR_AND:20,PAR_END:21,RECT_START:22,RECT_END:23,SOLID_POINT:24,DOTTED_POINT:25,AUTONUMBER:26,CRITICAL_START:27,CRITICAL_OPTION:28,CRITICAL_END:29,BREAK_START:30,BREAK_END:31,PAR_OVER_START:32},$rn={FILLED:0,OPEN:1},zrn={LEFTOF:0,RIGHTOF:1,OVER:2},DGe=function(i,s,u){const d={actor:i,placement:s,message:u.text,wrap:u.wrap===void 0&&JC()||!!u.wrap},p=[].concat(i,i);Ds.records.notes.push(d),Ds.records.messages.push({from:p[0],to:p[1],message:u.text,wrap:u.wrap===void 0&&JC()||!!u.wrap,type:KR.NOTE,placement:s})},IGe=function(i,s){const u=GR(i);try{let d=Yf(s.text,qt());d=d.replace(/&/g,"&"),d=d.replace(/=/g,"=");const p=JSON.parse(d);kve(u,p)}catch(d){Xe.error("error while parsing actor link text",d)}},qrn=function(i,s){const u=GR(i);try{const b={};let y=Yf(s.text,qt());var d=y.indexOf("@");y=y.replace(/&/g,"&"),y=y.replace(/=/g,"=");var p=y.slice(0,d-1).trim(),v=y.slice(d+1).trim();b[p]=v,kve(u,b)}catch(b){Xe.error("error while parsing actor link text",b)}};function kve(i,s){if(i.links==null)i.links=s;else for(let u in s)i.links[u]=s[u]}const OGe=function(i,s){const u=GR(i);try{let d=Yf(s.text,qt());const p=JSON.parse(d);NGe(u,p)}catch(d){Xe.error("error while parsing actor properties text",d)}};function NGe(i,s){if(i.properties==null)i.properties=s;else for(let u in s)i.properties[u]=s[u]}function Hrn(){Ds.records.currentBox=void 0}const PGe=function(i,s){const u=GR(i),d=document.getElementById(s.text);try{const p=d.innerHTML,v=JSON.parse(p);v.properties&&NGe(u,v.properties),v.links&&kve(u,v.links)}catch(p){Xe.error("error while parsing actor details text",p)}},Vrn=function(i,s){if(i!==void 0&&i.properties!==void 0)return i.properties[s]},BGe=function(i){if(Array.isArray(i))i.forEach(function(s){BGe(s)});else switch(i.type){case"sequenceIndex":Ds.records.messages.push({from:void 0,to:void 0,message:{start:i.sequenceIndex,step:i.sequenceIndexStep,visible:i.sequenceVisible},wrap:!1,type:i.signalType});break;case"addParticipant":xve(i.actor,i.actor,i.description,i.draw);break;case"createParticipant":if(Ds.records.actors[i.actor])throw new Error("It is not possible to have actors with the same id, even if one is destroyed before the next is created. Use 'AS' aliases to simulate the behavior");Ds.records.lastCreated=i.actor,xve(i.actor,i.actor,i.description,i.draw),Ds.records.createdActors[i.actor]=Ds.records.messages.length;break;case"destroyParticipant":Ds.records.lastDestroyed=i.actor,Ds.records.destroyedActors[i.actor]=Ds.records.messages.length;break;case"activeStart":Jf(i.actor,void 0,void 0,i.signalType);break;case"activeEnd":Jf(i.actor,void 0,void 0,i.signalType);break;case"addNote":DGe(i.actor,i.placement,i.text);break;case"addLinks":IGe(i.actor,i.text);break;case"addALink":qrn(i.actor,i.text);break;case"addProperties":OGe(i.actor,i.text);break;case"addDetails":PGe(i.actor,i.text);break;case"addMessage":if(Ds.records.lastCreated){if(i.to!==Ds.records.lastCreated)throw new Error("The created participant "+Ds.records.lastCreated+" does not have an associated creating message after its declaration. Please check the sequence diagram.");Ds.records.lastCreated=void 0}else if(Ds.records.lastDestroyed){if(i.to!==Ds.records.lastDestroyed&&i.from!==Ds.records.lastDestroyed)throw new Error("The destroyed participant "+Ds.records.lastDestroyed+" does not have an associated destroying message after its declaration. Please check the sequence diagram.");Ds.records.lastDestroyed=void 0}Jf(i.from,i.to,i.msg,i.signalType,i.activate);break;case"boxStart":krn(i.boxData);break;case"boxEnd":Hrn();break;case"loopStart":Jf(void 0,void 0,i.loopText,i.signalType);break;case"loopEnd":Jf(void 0,void 0,void 0,i.signalType);break;case"rectStart":Jf(void 0,void 0,i.color,i.signalType);break;case"rectEnd":Jf(void 0,void 0,void 0,i.signalType);break;case"optStart":Jf(void 0,void 0,i.optText,i.signalType);break;case"optEnd":Jf(void 0,void 0,void 0,i.signalType);break;case"altStart":Jf(void 0,void 0,i.altText,i.signalType);break;case"else":Jf(void 0,void 0,i.altText,i.signalType);break;case"altEnd":Jf(void 0,void 0,void 0,i.signalType);break;case"setAccTitle":Bg(i.text);break;case"parStart":Jf(void 0,void 0,i.parText,i.signalType);break;case"and":Jf(void 0,void 0,i.parText,i.signalType);break;case"parEnd":Jf(void 0,void 0,void 0,i.signalType);break;case"criticalStart":Jf(void 0,void 0,i.criticalText,i.signalType);break;case"option":Jf(void 0,void 0,i.optionText,i.signalType);break;case"criticalEnd":Jf(void 0,void 0,void 0,i.signalType);break;case"breakStart":Jf(void 0,void 0,i.breakText,i.signalType);break;case"breakEnd":Jf(void 0,void 0,void 0,i.signalType);break}},FGe={addActor:xve,addMessage:Trn,addSignal:Jf,addLinks:IGe,addDetails:PGe,addProperties:OGe,autoWrap:JC,setWrap:Brn,enableSequenceNumbers:Orn,disableSequenceNumbers:Nrn,showSequenceNumbers:Prn,getMessages:_rn,getActors:Lrn,getCreatedActors:Mrn,getDestroyedActors:Drn,getActor:GR,getActorKeys:Irn,getActorProperty:Vrn,getAccTitle:Cp,getBoxes:Arn,getDiagramTitle:Ap,setDiagramTitle:cm,getConfig:()=>qt().sequence,clear:Frn,parseMessage:Rrn,parseBoxData:jrn,LINETYPE:KR,ARROWTYPE:$rn,PLACEMENT:zrn,addNote:DGe,setAccTitle:Bg,apply:BGe,setAccDescription:Sp,getAccDescription:_p,hasAtLeastOneBox:Crn,hasAtLeastOneBoxWithTitle:Srn},Urn=i=>`.actor { + stroke: ${i.actorBorder}; + fill: ${i.actorBkg}; + } + + text.actor > tspan { + fill: ${i.actorTextColor}; + stroke: none; + } + + .actor-line { + stroke: ${i.actorLineColor}; + } + + .messageLine0 { + stroke-width: 1.5; + stroke-dasharray: none; + stroke: ${i.signalColor}; + } + + .messageLine1 { + stroke-width: 1.5; + stroke-dasharray: 2, 2; + stroke: ${i.signalColor}; + } + + #arrowhead path { + fill: ${i.signalColor}; + stroke: ${i.signalColor}; + } + + .sequenceNumber { + fill: ${i.sequenceNumberColor}; + } + + #sequencenumber { + fill: ${i.signalColor}; + } + + #crosshead path { + fill: ${i.signalColor}; + stroke: ${i.signalColor}; + } + + .messageText { + fill: ${i.signalTextColor}; + stroke: none; + } + + .labelBox { + stroke: ${i.labelBoxBorderColor}; + fill: ${i.labelBoxBkgColor}; + } + + .labelText, .labelText > tspan { + fill: ${i.labelTextColor}; + stroke: none; + } + + .loopText, .loopText > tspan { + fill: ${i.loopTextColor}; + stroke: none; + } + + .loopLine { + stroke-width: 2px; + stroke-dasharray: 2, 2; + stroke: ${i.labelBoxBorderColor}; + fill: ${i.labelBoxBorderColor}; + } + + .note { + //stroke: #decc93; + stroke: ${i.noteBorderColor}; + fill: ${i.noteBkgColor}; + } + + .noteText, .noteText > tspan { + fill: ${i.noteTextColor}; + stroke: none; + } + + .activation0 { + fill: ${i.activationBkgColor}; + stroke: ${i.activationBorderColor}; + } + + .activation1 { + fill: ${i.activationBkgColor}; + stroke: ${i.activationBorderColor}; + } + + .activation2 { + fill: ${i.activationBkgColor}; + stroke: ${i.activationBorderColor}; + } + + .actorPopupMenu { + position: absolute; + } + + .actorPopupMenuPanel { + position: absolute; + fill: ${i.actorBkg}; + box-shadow: 0px 8px 16px 0px rgba(0,0,0,0.2); + filter: drop-shadow(3px 5px 2px rgb(0 0 0 / 0.4)); +} + .actor-man line { + stroke: ${i.actorBorder}; + fill: ${i.actorBkg}; + } + .actor-man circle, line { + stroke: ${i.actorBorder}; + fill: ${i.actorBkg}; + stroke-width: 2px; + } +`,ZC=18*2,RGe="actor-top",jGe="actor-bottom",Eve=function(i,s){return AQ(i,s)},Grn=function(i,s,u,d,p){if(s.links===void 0||s.links===null||Object.keys(s.links).length===0)return{height:0,width:0};const v=s.links,b=s.actorCnt,y=s.rectData;var T="none";p&&(T="block !important");const _=i.append("g");_.attr("id","actor"+b+"_popup"),_.attr("class","actorPopupMenu"),_.attr("display",T);var A="";y.class!==void 0&&(A=" "+y.class);let P=y.width>u?y.width:u;const R=_.append("rect");if(R.attr("class","actorPopupMenuPanel"+A),R.attr("x",y.x),R.attr("y",y.height),R.attr("fill",y.fill),R.attr("stroke",y.stroke),R.attr("width",P),R.attr("height",y.height),R.attr("rx",y.rx),R.attr("ry",y.ry),v!=null){var F=20;for(let ee in v){var j=_.append("a"),K=p9.sanitizeUrl(v[ee]);j.attr("xlink:href",K),j.attr("target","_blank"),uin(d)(ee,j,y.x+10,y.height+F,P,20,{class:"actor"},d),F+=30}}return R.attr("height",F),{height:y.height+F,width:P}},Krn=function(i){return"var pu = document.getElementById('"+i+"'); if (pu != null) { pu.style.display = pu.style.display == 'block' ? 'none' : 'block'; }"},pJ=async function(i,s,u=null){let d=i.append("foreignObject");const p=await CC(s.text,Vh()),b=d.append("xhtml:div").attr("style","width: fit-content;").attr("xmlns","http://www.w3.org/1999/xhtml").html(p).node().getBoundingClientRect();if(d.attr("height",Math.round(b.height)).attr("width",Math.round(b.width)),s.class==="noteText"){const y=i.node().firstChild;y.setAttribute("height",b.height+2*s.textMargin);const T=y.getBBox();d.attr("x",Math.round(T.x+T.width/2-b.width/2)).attr("y",Math.round(T.y+T.height/2-b.height/2))}else if(u){let{startx:y,stopx:T,starty:_}=u;if(y>T){const A=y;y=T,T=A}d.attr("x",Math.round(y+Math.abs(y-T)/2-b.width/2)),s.class==="loopText"?d.attr("y",Math.round(_)):d.attr("y",Math.round(_-b.height))}return[d]},YD=function(i,s){let u=0,d=0;const p=s.text.split(ci.lineBreakRegex),[v,b]=NC(s.fontSize);let y=[],T=0,_=()=>s.y;if(s.valign!==void 0&&s.textMargin!==void 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A=p.sequenceItems.length-v+1;p.updateVal(_,"starty",s-A*En.boxMargin,Math.min),p.updateVal(_,"stopy",d+A*En.boxMargin,Math.max),p.updateVal(ni.data,"startx",i-A*En.boxMargin,Math.min),p.updateVal(ni.data,"stopx",u+A*En.boxMargin,Math.max),y!=="activation"&&(p.updateVal(_,"startx",i-A*En.boxMargin,Math.min),p.updateVal(_,"stopx",u+A*En.boxMargin,Math.max),p.updateVal(ni.data,"starty",s-A*En.boxMargin,Math.min),p.updateVal(ni.data,"stopy",d+A*En.boxMargin,Math.max))}}this.sequenceItems.forEach(b()),this.activations.forEach(b("activation"))},insert:function(i,s,u,d){const p=ci.getMin(i,u),v=ci.getMax(i,u),b=ci.getMin(s,d),y=ci.getMax(s,d);this.updateVal(ni.data,"startx",p,Math.min),this.updateVal(ni.data,"starty",b,Math.min),this.updateVal(ni.data,"stopx",v,Math.max),this.updateVal(ni.data,"stopy",y,Math.max),this.updateBounds(p,b,v,y)},newActivation:function(i,s,u){const d=u[i.from.actor],p=bJ(i.from.actor).length||0,v=d.x+d.width/2+(p-1)*En.activationWidth/2;this.activations.push({startx:v,starty:this.verticalPos+2,stopx:v+En.activationWidth,stopy:void 0,actor:i.from.actor,anchored:Zf.anchorElement(s)})},endActivation:function(i){const s=this.activations.map(function(u){return u.actor}).lastIndexOf(i.from.actor);return this.activations.splice(s,1)[0]},createLoop:function(i={message:void 0,wrap:!1,width:void 0},s){return{startx:void 0,starty:this.verticalPos,stopx:void 0,stopy:void 0,title:i.message,wrap:i.wrap,width:i.width,height:0,fill:s}},newLoop:function(i={message:void 0,wrap:!1,width:void 0},s){this.sequenceItems.push(this.createLoop(i,s))},endLoop:function(){return this.sequenceItems.pop()},isLoopOverlap:function(){return this.sequenceItems.length?this.sequenceItems[this.sequenceItems.length-1].overlap:!1},addSectionToLoop:function(i){const s=this.sequenceItems.pop();s.sections=s.sections||[],s.sectionTitles=s.sectionTitles||[],s.sections.push({y:ni.getVerticalPos(),height:0}),s.sectionTitles.push(i),this.sequenceItems.push(s)},saveVerticalPos:function(){this.isLoopOverlap()&&(this.savedVerticalPos=this.verticalPos)},resetVerticalPos:function(){this.isLoopOverlap()&&(this.verticalPos=this.savedVerticalPos)},bumpVerticalPos:function(i){this.verticalPos=this.verticalPos+i,this.data.stopy=ci.getMax(this.data.stopy,this.verticalPos)},getVerticalPos:function(){return this.verticalPos},getBounds:function(){return{bounds:this.data,models:this.models}}},lin=async function(i,s){ni.bumpVerticalPos(En.boxMargin),s.height=En.boxMargin,s.starty=ni.getVerticalPos();const u=qC();u.x=s.startx,u.y=s.starty,u.width=s.width||En.width,u.class="note";const d=i.append("g"),p=Zf.drawRect(d,u),v=zbe();v.x=s.startx,v.y=s.starty,v.width=u.width,v.dy="1em",v.text=s.message,v.class="noteText",v.fontFamily=En.noteFontFamily,v.fontSize=En.noteFontSize,v.fontWeight=En.noteFontWeight,v.anchor=En.noteAlign,v.textMargin=En.noteMargin,v.valign="center";const b=Dv(v.text)?await pJ(d,v):YD(d,v),y=Math.round(b.map(T=>(T._groups||T)[0][0].getBBox().height).reduce((T,_)=>T+_));p.attr("height",y+2*En.noteMargin),s.height+=y+2*En.noteMargin,ni.bumpVerticalPos(y+2*En.noteMargin),s.stopy=s.starty+y+2*En.noteMargin,s.stopx=s.startx+u.width,ni.insert(s.startx,s.starty,s.stopx,s.stopy),ni.models.addNote(s)},eS=i=>({fontFamily:i.messageFontFamily,fontSize:i.messageFontSize,fontWeight:i.messageFontWeight}),XD=i=>({fontFamily:i.noteFontFamily,fontSize:i.noteFontSize,fontWeight:i.noteFontWeight}),Cve=i=>({fontFamily:i.actorFontFamily,fontSize:i.actorFontSize,fontWeight:i.actorFontWeight});async function hin(i,s){ni.bumpVerticalPos(10);const{startx:u,stopx:d,message:p}=s,v=ci.splitBreaks(p).length,b=Dv(p),y=b?await HF(p,qt()):Ao.calculateTextDimensions(p,eS(En));if(!b){const P=y.height/v;s.height+=P,ni.bumpVerticalPos(P)}let T,_=y.height-10;const A=y.width;if(u===d){T=ni.getVerticalPos()+_,En.rightAngles||(_+=En.boxMargin,T=ni.getVerticalPos()+_),_+=30;const P=ci.getMax(A/2,En.width/2);ni.insert(u-P,ni.getVerticalPos()-10+_,d+P,ni.getVerticalPos()+30+_)}else _+=En.boxMargin,T=ni.getVerticalPos()+_,ni.insert(u,T-10,d,T);return ni.bumpVerticalPos(_),s.height+=_,s.stopy=s.starty+s.height,ni.insert(s.fromBounds,s.starty,s.toBounds,s.stopy),T}const fin=async function(i,s,u,d){const{startx:p,stopx:v,starty:b,message:y,type:T,sequenceIndex:_,sequenceVisible:A}=s,P=Ao.calculateTextDimensions(y,eS(En)),R=zbe();R.x=p,R.y=b+10,R.width=v-p,R.class="messageText",R.dy="1em",R.text=y,R.fontFamily=En.messageFontFamily,R.fontSize=En.messageFontSize,R.fontWeight=En.messageFontWeight,R.anchor=En.messageAlign,R.valign="center",R.textMargin=En.wrapPadding,R.tspan=!1,Dv(R.text)?await pJ(i,R,{startx:p,stopx:v,starty:u}):YD(i,R);const F=P.width;let j;p===v?En.rightAngles?j=i.append("path").attr("d",`M ${p},${u} H ${p+ci.getMax(En.width/2,F/2)} V ${u+25} H ${p}`):j=i.append("path").attr("d","M "+p+","+u+" C "+(p+60)+","+(u-10)+" "+(p+60)+","+(u+30)+" "+p+","+(u+20)):(j=i.append("line"),j.attr("x1",p),j.attr("y1",u),j.attr("x2",v),j.attr("y2",u)),T===d.db.LINETYPE.DOTTED||T===d.db.LINETYPE.DOTTED_CROSS||T===d.db.LINETYPE.DOTTED_POINT||T===d.db.LINETYPE.DOTTED_OPEN?(j.style("stroke-dasharray","3, 3"),j.attr("class","messageLine1")):j.attr("class","messageLine0");let K="";En.arrowMarkerAbsolute&&(K=window.location.protocol+"//"+window.location.host+window.location.pathname+window.location.search,K=K.replace(/\(/g,"\\("),K=K.replace(/\)/g,"\\)")),j.attr("stroke-width",2),j.attr("stroke","none"),j.style("fill","none"),(T===d.db.LINETYPE.SOLID||T===d.db.LINETYPE.DOTTED)&&j.attr("marker-end","url("+K+"#arrowhead)"),(T===d.db.LINETYPE.SOLID_POINT||T===d.db.LINETYPE.DOTTED_POINT)&&j.attr("marker-end","url("+K+"#filled-head)"),(T===d.db.LINETYPE.SOLID_CROSS||T===d.db.LINETYPE.DOTTED_CROSS)&&j.attr("marker-end","url("+K+"#crosshead)"),(A||En.showSequenceNumbers)&&(j.attr("marker-start","url("+K+"#sequencenumber)"),i.append("text").attr("x",p).attr("y",u+4).attr("font-family","sans-serif").attr("font-size","12px").attr("text-anchor","middle").attr("class","sequenceNumber").text(_))},din=async function(i,s,u,d,p,v,b){let y=0,T=0,_,A=0;for(const P of d){const R=s[P],F=R.box;_&&_!=F&&(b||ni.models.addBox(_),T+=En.boxMargin+_.margin),F&&F!=_&&(b||(F.x=y+T,F.y=p),T+=F.margin),R.width=R.width||En.width,R.height=ci.getMax(R.height||En.height,En.height),R.margin=R.margin||En.actorMargin,A=ci.getMax(A,R.height),u[R.name]&&(T+=R.width/2),R.x=y+T,R.starty=ni.getVerticalPos(),ni.insert(R.x,p,R.x+R.width,R.height),y+=R.width+T,R.box&&(R.box.width=y+F.margin-R.box.x),T=R.margin,_=R.box,ni.models.addActor(R)}_&&!b&&ni.models.addBox(_),ni.bumpVerticalPos(A)},Sve=async function(i,s,u,d){if(d){let p=0;ni.bumpVerticalPos(En.boxMargin*2);for(const v of u){const b=s[v];b.stopy||(b.stopy=ni.getVerticalPos());const y=await Zf.drawActor(i,b,En,!0);p=ci.getMax(p,y)}ni.bumpVerticalPos(p+En.boxMargin)}else for(const p of u){const v=s[p];await Zf.drawActor(i,v,En,!1)}},VGe=function(i,s,u,d){let p=0,v=0;for(const b of u){const y=s[b],T=min(y),_=Zf.drawPopup(i,y,T,En,En.forceMenus,d);_.height>p&&(p=_.height),_.width+y.x>v&&(v=_.width+y.x)}return{maxHeight:p,maxWidth:v}},UGe=function(i){id(En,i),i.fontFamily&&(En.actorFontFamily=En.noteFontFamily=En.messageFontFamily=i.fontFamily),i.fontSize&&(En.actorFontSize=En.noteFontSize=En.messageFontSize=i.fontSize),i.fontWeight&&(En.actorFontWeight=En.noteFontWeight=En.messageFontWeight=i.fontWeight)},bJ=function(i){return ni.activations.filter(function(s){return s.actor===i})},GGe=function(i,s){const u=s[i],d=bJ(i),p=d.reduce(function(b,y){return ci.getMin(b,y.startx)},u.x+u.width/2-1),v=d.reduce(function(b,y){return ci.getMax(b,y.stopx)},u.x+u.width/2+1);return[p,v]};function a5(i,s,u,d,p){ni.bumpVerticalPos(u);let v=d;if(s.id&&s.message&&i[s.id]){const b=i[s.id].width,y=eS(En);s.message=Ao.wrapLabel(`[${s.message}]`,b-2*En.wrapPadding,y),s.width=b,s.wrap=!0;const T=Ao.calculateTextDimensions(s.message,y),_=ci.getMax(T.height,En.labelBoxHeight);v=d+_,Xe.debug(`${_} - ${s.message}`)}p(s),ni.bumpVerticalPos(v)}function gin(i,s,u,d,p,v,b){function y(_,A){_.x{Se.add(Ce.from),Se.add(Ce.to)}),j=j.filter(Ce=>Se.has(Ce))}await din(_,A,P,j,0,K,!1);const be=await xin(K,A,pe,d);Zf.insertArrowHead(_),Zf.insertArrowCrossHead(_),Zf.insertArrowFilledHead(_),Zf.insertSequenceNumber(_);function ae(Se,Ce){const ke=ni.endActivation(Se);ke.starty+18>Ce&&(ke.starty=Ce-6,Ce+=12),Zf.drawActivation(_,ke,Ce,En,bJ(Se.from.actor).length),ni.insert(ke.startx,Ce-10,ke.stopx,Ce)}let ne=1,se=1;const de=[],X=[];let ge=0;for(const Se of K){let Ce,ke,Ke;switch(Se.type){case d.db.LINETYPE.NOTE:ni.resetVerticalPos(),ke=Se.noteModel,await lin(_,ke);break;case d.db.LINETYPE.ACTIVE_START:ni.newActivation(Se,_,A);break;case d.db.LINETYPE.ACTIVE_END:ae(Se,ni.getVerticalPos());break;case d.db.LINETYPE.LOOP_START:a5(be,Se,En.boxMargin,En.boxMargin+En.boxTextMargin,Ft=>ni.newLoop(Ft));break;case d.db.LINETYPE.LOOP_END:Ce=ni.endLoop(),await Zf.drawLoop(_,Ce,"loop",En),ni.bumpVerticalPos(Ce.stopy-ni.getVerticalPos()),ni.models.addLoop(Ce);break;case d.db.LINETYPE.RECT_START:a5(be,Se,En.boxMargin,En.boxMargin,Ft=>ni.newLoop(void 0,Ft.message));break;case d.db.LINETYPE.RECT_END:Ce=ni.endLoop(),X.push(Ce),ni.models.addLoop(Ce),ni.bumpVerticalPos(Ce.stopy-ni.getVerticalPos());break;case d.db.LINETYPE.OPT_START:a5(be,Se,En.boxMargin,En.boxMargin+En.boxTextMargin,Ft=>ni.newLoop(Ft));break;case d.db.LINETYPE.OPT_END:Ce=ni.endLoop(),await Zf.drawLoop(_,Ce,"opt",En),ni.bumpVerticalPos(Ce.stopy-ni.getVerticalPos()),ni.models.addLoop(Ce);break;case d.db.LINETYPE.ALT_START:a5(be,Se,En.boxMargin,En.boxMargin+En.boxTextMargin,Ft=>ni.newLoop(Ft));break;case d.db.LINETYPE.ALT_ELSE:a5(be,Se,En.boxMargin+En.boxTextMargin,En.boxMargin,Ft=>ni.addSectionToLoop(Ft));break;case d.db.LINETYPE.ALT_END:Ce=ni.endLoop(),await Zf.drawLoop(_,Ce,"alt",En),ni.bumpVerticalPos(Ce.stopy-ni.getVerticalPos()),ni.models.addLoop(Ce);break;case d.db.LINETYPE.PAR_START:case d.db.LINETYPE.PAR_OVER_START:a5(be,Se,En.boxMargin,En.boxMargin+En.boxTextMargin,Ft=>ni.newLoop(Ft)),ni.saveVerticalPos();break;case d.db.LINETYPE.PAR_AND:a5(be,Se,En.boxMargin+En.boxTextMargin,En.boxMargin,Ft=>ni.addSectionToLoop(Ft));break;case d.db.LINETYPE.PAR_END:Ce=ni.endLoop(),await Zf.drawLoop(_,Ce,"par",En),ni.bumpVerticalPos(Ce.stopy-ni.getVerticalPos()),ni.models.addLoop(Ce);break;case d.db.LINETYPE.AUTONUMBER:ne=Se.message.start||ne,se=Se.message.step||se,Se.message.visible?d.db.enableSequenceNumbers():d.db.disableSequenceNumbers();break;case d.db.LINETYPE.CRITICAL_START:a5(be,Se,En.boxMargin,En.boxMargin+En.boxTextMargin,Ft=>ni.newLoop(Ft));break;case d.db.LINETYPE.CRITICAL_OPTION:a5(be,Se,En.boxMargin+En.boxTextMargin,En.boxMargin,Ft=>ni.addSectionToLoop(Ft));break;case d.db.LINETYPE.CRITICAL_END:Ce=ni.endLoop(),await Zf.drawLoop(_,Ce,"critical",En),ni.bumpVerticalPos(Ce.stopy-ni.getVerticalPos()),ni.models.addLoop(Ce);break;case d.db.LINETYPE.BREAK_START:a5(be,Se,En.boxMargin,En.boxMargin+En.boxTextMargin,Ft=>ni.newLoop(Ft));break;case d.db.LINETYPE.BREAK_END:Ce=ni.endLoop(),await Zf.drawLoop(_,Ce,"break",En),ni.bumpVerticalPos(Ce.stopy-ni.getVerticalPos()),ni.models.addLoop(Ce);break;default:try{Ke=Se.msgModel,Ke.starty=ni.getVerticalPos(),Ke.sequenceIndex=ne,Ke.sequenceVisible=d.db.showSequenceNumbers();const Ft=await hin(_,Ke);gin(Se,Ke,Ft,ge,A,P,R),de.push({messageModel:Ke,lineStartY:Ft}),ni.models.addMessage(Ke)}catch(Ft){Xe.error("error while drawing message",Ft)}}[d.db.LINETYPE.SOLID_OPEN,d.db.LINETYPE.DOTTED_OPEN,d.db.LINETYPE.SOLID,d.db.LINETYPE.DOTTED,d.db.LINETYPE.SOLID_CROSS,d.db.LINETYPE.DOTTED_CROSS,d.db.LINETYPE.SOLID_POINT,d.db.LINETYPE.DOTTED_POINT].includes(Se.type)&&(ne=ne+se),ge++}Xe.debug("createdActors",P),Xe.debug("destroyedActors",R),await Sve(_,A,j,!1);for(const Se of de)await fin(_,Se.messageModel,Se.lineStartY,d);En.mirrorActors&&await Sve(_,A,j,!0),X.forEach(Se=>Zf.drawBackgroundRect(_,Se)),zGe(_,A,j,En);for(const Se of ni.models.boxes)Se.height=ni.getVerticalPos()-Se.y,ni.insert(Se.x,Se.y,Se.x+Se.width,Se.height),Se.startx=Se.x,Se.starty=Se.y,Se.stopx=Se.startx+Se.width,Se.stopy=Se.starty+Se.height,Se.stroke="rgb(0,0,0, 0.5)",await Zf.drawBox(_,Se,En);ie&&ni.bumpVerticalPos(En.boxMargin);const W=VGe(_,A,j,T),{bounds:xe}=ni.getBounds();let U=xe.stopy-xe.starty;U{const b=eS(En);let y=v.actorKeys.reduce((A,P)=>A+=i[P].width+(i[P].margin||0),0);y-=2*En.boxTextMargin,v.wrap&&(v.name=Ao.wrapLabel(v.name,y-2*En.wrapPadding,b));const T=Ao.calculateTextDimensions(v.name,b);p=ci.getMax(T.height,p);const _=ci.getMax(y,T.width+2*En.wrapPadding);if(v.margin=En.boxTextMargin,y<_){const A=(_-y)/2;v.margin+=A}}),u.forEach(v=>v.textMaxHeight=p),ci.getMax(d,En.height)}const win=async function(i,s,u){const d=s[i.from].x,p=s[i.to].x,v=i.wrap&&i.message;let b=Dv(i.message)?await HF(i.message,qt()):Ao.calculateTextDimensions(v?Ao.wrapLabel(i.message,En.width,XD(En)):i.message,XD(En));const y={width:v?En.width:ci.getMax(En.width,b.width+2*En.noteMargin),height:0,startx:s[i.from].x,stopx:0,starty:0,stopy:0,message:i.message};return i.placement===u.db.PLACEMENT.RIGHTOF?(y.width=v?ci.getMax(En.width,b.width):ci.getMax(s[i.from].width/2+s[i.to].width/2,b.width+2*En.noteMargin),y.startx=d+(s[i.from].width+En.actorMargin)/2):i.placement===u.db.PLACEMENT.LEFTOF?(y.width=v?ci.getMax(En.width,b.width+2*En.noteMargin):ci.getMax(s[i.from].width/2+s[i.to].width/2,b.width+2*En.noteMargin),y.startx=d-y.width+(s[i.from].width-En.actorMargin)/2):i.to===i.from?(b=Ao.calculateTextDimensions(v?Ao.wrapLabel(i.message,ci.getMax(En.width,s[i.from].width),XD(En)):i.message,XD(En)),y.width=v?ci.getMax(En.width,s[i.from].width):ci.getMax(s[i.from].width,En.width,b.width+2*En.noteMargin),y.startx=d+(s[i.from].width-y.width)/2):(y.width=Math.abs(d+s[i.from].width/2-(p+s[i.to].width/2))+En.actorMargin,y.startx=d2,P=K=>y?-K:K;i.from===i.to?_=T:(i.activate&&!A&&(_+=P(En.activationWidth/2-1)),[u.db.LINETYPE.SOLID_OPEN,u.db.LINETYPE.DOTTED_OPEN].includes(i.type)||(_+=P(3)));const R=[d,p,v,b],F=Math.abs(T-_);i.wrap&&i.message&&(i.message=Ao.wrapLabel(i.message,ci.getMax(F+2*En.wrapPadding,En.width),eS(En)));const j=Ao.calculateTextDimensions(i.message,eS(En));return{width:ci.getMax(i.wrap?0:j.width+2*En.wrapPadding,F+2*En.wrapPadding,En.width),height:0,startx:T,stopx:_,starty:0,stopy:0,message:i.message,type:i.type,wrap:i.wrap,fromBounds:Math.min.apply(null,R),toBounds:Math.max.apply(null,R)}},xin=async function(i,s,u,d){const p={},v=[];let b,y,T;for(const _ of i){switch(_.id=Ao.random({length:10}),_.type){case d.db.LINETYPE.LOOP_START:case d.db.LINETYPE.ALT_START:case d.db.LINETYPE.OPT_START:case d.db.LINETYPE.PAR_START:case d.db.LINETYPE.PAR_OVER_START:case d.db.LINETYPE.CRITICAL_START:case d.db.LINETYPE.BREAK_START:v.push({id:_.id,msg:_.message,from:Number.MAX_SAFE_INTEGER,to:Number.MIN_SAFE_INTEGER,width:0});break;case d.db.LINETYPE.ALT_ELSE:case d.db.LINETYPE.PAR_AND:case d.db.LINETYPE.CRITICAL_OPTION:_.message&&(b=v.pop(),p[b.id]=b,p[_.id]=b,v.push(b));break;case d.db.LINETYPE.LOOP_END:case d.db.LINETYPE.ALT_END:case d.db.LINETYPE.OPT_END:case d.db.LINETYPE.PAR_END:case d.db.LINETYPE.CRITICAL_END:case d.db.LINETYPE.BREAK_END:b=v.pop(),p[b.id]=b;break;case d.db.LINETYPE.ACTIVE_START:{const P=s[_.from?_.from.actor:_.to.actor],R=bJ(_.from?_.from.actor:_.to.actor).length,F=P.x+P.width/2+(R-1)*En.activationWidth/2,j={startx:F,stopx:F+En.activationWidth,actor:_.from.actor,enabled:!0};ni.activations.push(j)}break;case d.db.LINETYPE.ACTIVE_END:{const P=ni.activations.map(R=>R.actor).lastIndexOf(_.from.actor);delete ni.activations.splice(P,1)[0]}break}_.placement!==void 0?(y=await win(_,s,d),_.noteModel=y,v.forEach(P=>{b=P,b.from=ci.getMin(b.from,y.startx),b.to=ci.getMax(b.to,y.startx+y.width),b.width=ci.getMax(b.width,Math.abs(b.from-b.to))-En.labelBoxWidth})):(T=yin(_,s,d),_.msgModel=T,T.startx&&T.stopx&&v.length>0&&v.forEach(P=>{if(b=P,T.startx===T.stopx){const R=s[_.from],F=s[_.to];b.from=ci.getMin(R.x-T.width/2,R.x-R.width/2,b.from),b.to=ci.getMax(F.x+T.width/2,F.x+R.width/2,b.to),b.width=ci.getMax(b.width,Math.abs(b.to-b.from))-En.labelBoxWidth}else b.from=ci.getMin(T.startx,b.from),b.to=ci.getMax(T.stopx,b.to),b.width=ci.getMax(b.width,T.width)-En.labelBoxWidth}))}return ni.activations=[],Xe.debug("Loop type widths:",p),p},kin=Object.freeze(Object.defineProperty({__proto__:null,diagram:{parser:yrn,db:FGe,renderer:{bounds:ni,drawActors:Sve,drawActorsPopup:VGe,setConf:UGe,draw:pin},styles:Urn,init:({wrap:i})=>{FGe.setWrap(i)}}},Symbol.toStringTag,{value:"Module"}));var _ve=function(){var i=function(ao,Tr,Fn,qn){for(Fn=Fn||{},qn=ao.length;qn--;Fn[ao[qn]]=Tr);return Fn},s=[1,17],u=[1,18],d=[1,19],p=[1,39],v=[1,40],b=[1,25],y=[1,23],T=[1,24],_=[1,31],A=[1,32],P=[1,33],R=[1,34],F=[1,35],j=[1,36],K=[1,26],ee=[1,27],ie=[1,28],oe=[1,29],pe=[1,43],be=[1,30],ae=[1,42],ne=[1,44],se=[1,41],de=[1,45],X=[1,9],ge=[1,8,9],W=[1,56],xe=[1,57],U=[1,58],Fe=[1,59],Pe=[1,60],je=[1,61],Ie=[1,62],Se=[1,8,9,39],Ce=[1,74],ke=[1,8,9,12,13,21,37,39,42,59,60,61,62,63,64,65,70,72],Ke=[1,8,9,12,13,19,21,37,39,42,46,59,60,61,62,63,64,65,70,72,74,80,95,97,98],Ft=[13,74,80,95,97,98],Ne=[13,64,65,74,80,95,97,98],gn=[13,59,60,61,62,63,74,80,95,97,98],_t=[1,93],Et=[1,110],Gt=[1,108],ln=[1,102],xt=[1,103],Pt=[1,104],Qe=[1,105],Dt=[1,106],kt=[1,107],On=[1,109],ht=[1,8,9,37,39,42],zr=[1,8,9,21],yt=[1,8,9,78],ji=[1,8,9,21,73,74,78,80,81,82,83,84,85],xi={trace:function(){},yy:{},symbols_:{error:2,start:3,mermaidDoc:4,statements:5,graphConfig:6,CLASS_DIAGRAM:7,NEWLINE:8,EOF:9,statement:10,classLabel:11,SQS:12,STR:13,SQE:14,namespaceName:15,alphaNumToken:16,className:17,classLiteralName:18,GENERICTYPE:19,relationStatement:20,LABEL:21,namespaceStatement:22,classStatement:23,memberStatement:24,annotationStatement:25,clickStatement:26,styleStatement:27,cssClassStatement:28,noteStatement:29,direction:30,acc_title:31,acc_title_value:32,acc_descr:33,acc_descr_value:34,acc_descr_multiline_value:35,namespaceIdentifier:36,STRUCT_START:37,classStatements:38,STRUCT_STOP:39,NAMESPACE:40,classIdentifier:41,STYLE_SEPARATOR:42,members:43,CLASS:44,ANNOTATION_START:45,ANNOTATION_END:46,MEMBER:47,SEPARATOR:48,relation:49,NOTE_FOR:50,noteText:51,NOTE:52,direction_tb:53,direction_bt:54,direction_rl:55,direction_lr:56,relationType:57,lineType:58,AGGREGATION:59,EXTENSION:60,COMPOSITION:61,DEPENDENCY:62,LOLLIPOP:63,LINE:64,DOTTED_LINE:65,CALLBACK:66,LINK:67,LINK_TARGET:68,CLICK:69,CALLBACK_NAME:70,CALLBACK_ARGS:71,HREF:72,STYLE:73,ALPHA:74,stylesOpt:75,CSSCLASS:76,style:77,COMMA:78,styleComponent:79,NUM:80,COLON:81,UNIT:82,SPACE:83,BRKT:84,PCT:85,commentToken:86,textToken:87,graphCodeTokens:88,textNoTagsToken:89,TAGSTART:90,TAGEND:91,"==":92,"--":93,DEFAULT:94,MINUS:95,keywords:96,UNICODE_TEXT:97,BQUOTE_STR:98,$accept:0,$end:1},terminals_:{2:"error",7:"CLASS_DIAGRAM",8:"NEWLINE",9:"EOF",12:"SQS",13:"STR",14:"SQE",19:"GENERICTYPE",21:"LABEL",31:"acc_title",32:"acc_title_value",33:"acc_descr",34:"acc_descr_value",35:"acc_descr_multiline_value",37:"STRUCT_START",39:"STRUCT_STOP",40:"NAMESPACE",42:"STYLE_SEPARATOR",44:"CLASS",45:"ANNOTATION_START",46:"ANNOTATION_END",47:"MEMBER",48:"SEPARATOR",50:"NOTE_FOR",52:"NOTE",53:"direction_tb",54:"direction_bt",55:"direction_rl",56:"direction_lr",59:"AGGREGATION",60:"EXTENSION",61:"COMPOSITION",62:"DEPENDENCY",63:"LOLLIPOP",64:"LINE",65:"DOTTED_LINE",66:"CALLBACK",67:"LINK",68:"LINK_TARGET",69:"CLICK",70:"CALLBACK_NAME",71:"CALLBACK_ARGS",72:"HREF",73:"STYLE",74:"ALPHA",76:"CSSCLASS",78:"COMMA",80:"NUM",81:"COLON",82:"UNIT",83:"SPACE",84:"BRKT",85:"PCT",88:"graphCodeTokens",90:"TAGSTART",91:"TAGEND",92:"==",93:"--",94:"DEFAULT",95:"MINUS",96:"keywords",97:"UNICODE_TEXT",98:"BQUOTE_STR"},productions_:[0,[3,1],[3,1],[4,1],[6,4],[5,1],[5,2],[5,3],[11,3],[15,1],[15,2],[17,1],[17,1],[17,2],[17,2],[17,2],[10,1],[10,2],[10,1],[10,1],[10,1],[10,1],[10,1],[10,1],[10,1],[10,1],[10,1],[10,2],[10,2],[10,1],[22,4],[22,5],[36,2],[38,1],[38,2],[38,3],[23,1],[23,3],[23,4],[23,6],[41,2],[41,3],[25,4],[43,1],[43,2],[24,1],[24,2],[24,1],[24,1],[20,3],[20,4],[20,4],[20,5],[29,3],[29,2],[30,1],[30,1],[30,1],[30,1],[49,3],[49,2],[49,2],[49,1],[57,1],[57,1],[57,1],[57,1],[57,1],[58,1],[58,1],[26,3],[26,4],[26,3],[26,4],[26,4],[26,5],[26,3],[26,4],[26,4],[26,5],[26,4],[26,5],[26,5],[26,6],[27,3],[28,3],[75,1],[75,3],[77,1],[77,2],[79,1],[79,1],[79,1],[79,1],[79,1],[79,1],[79,1],[79,1],[79,1],[86,1],[86,1],[87,1],[87,1],[87,1],[87,1],[87,1],[87,1],[87,1],[89,1],[89,1],[89,1],[89,1],[16,1],[16,1],[16,1],[16,1],[18,1],[51,1]],performAction:function(Tr,Fn,qn,Un,At,wt,on){var fn=wt.length-1;switch(At){case 8:this.$=wt[fn-1];break;case 9:case 11:case 12:this.$=wt[fn];break;case 10:case 13:this.$=wt[fn-1]+wt[fn];break;case 14:case 15:this.$=wt[fn-1]+"~"+wt[fn]+"~";break;case 16:Un.addRelation(wt[fn]);break;case 17:wt[fn-1].title=Un.cleanupLabel(wt[fn]),Un.addRelation(wt[fn-1]);break;case 27:this.$=wt[fn].trim(),Un.setAccTitle(this.$);break;case 28:case 29:this.$=wt[fn].trim(),Un.setAccDescription(this.$);break;case 30:Un.addClassesToNamespace(wt[fn-3],wt[fn-1]);break;case 31:Un.addClassesToNamespace(wt[fn-4],wt[fn-1]);break;case 32:this.$=wt[fn],Un.addNamespace(wt[fn]);break;case 33:this.$=[wt[fn]];break;case 34:this.$=[wt[fn-1]];break;case 35:wt[fn].unshift(wt[fn-2]),this.$=wt[fn];break;case 37:Un.setCssClass(wt[fn-2],wt[fn]);break;case 38:Un.addMembers(wt[fn-3],wt[fn-1]);break;case 39:Un.setCssClass(wt[fn-5],wt[fn-3]),Un.addMembers(wt[fn-5],wt[fn-1]);break;case 40:this.$=wt[fn],Un.addClass(wt[fn]);break;case 41:this.$=wt[fn-1],Un.addClass(wt[fn-1]),Un.setClassLabel(wt[fn-1],wt[fn]);break;case 42:Un.addAnnotation(wt[fn],wt[fn-2]);break;case 43:this.$=[wt[fn]];break;case 44:wt[fn].push(wt[fn-1]),this.$=wt[fn];break;case 45:break;case 46:Un.addMember(wt[fn-1],Un.cleanupLabel(wt[fn]));break;case 47:break;case 48:break;case 49:this.$={id1:wt[fn-2],id2:wt[fn],relation:wt[fn-1],relationTitle1:"none",relationTitle2:"none"};break;case 50:this.$={id1:wt[fn-3],id2:wt[fn],relation:wt[fn-1],relationTitle1:wt[fn-2],relationTitle2:"none"};break;case 51:this.$={id1:wt[fn-3],id2:wt[fn],relation:wt[fn-2],relationTitle1:"none",relationTitle2:wt[fn-1]};break;case 52:this.$={id1:wt[fn-4],id2:wt[fn],relation:wt[fn-2],relationTitle1:wt[fn-3],relationTitle2:wt[fn-1]};break;case 53:Un.addNote(wt[fn],wt[fn-1]);break;case 54:Un.addNote(wt[fn]);break;case 55:Un.setDirection("TB");break;case 56:Un.setDirection("BT");break;case 57:Un.setDirection("RL");break;case 58:Un.setDirection("LR");break;case 59:this.$={type1:wt[fn-2],type2:wt[fn],lineType:wt[fn-1]};break;case 60:this.$={type1:"none",type2:wt[fn],lineType:wt[fn-1]};break;case 61:this.$={type1:wt[fn-1],type2:"none",lineType:wt[fn]};break;case 62:this.$={type1:"none",type2:"none",lineType:wt[fn]};break;case 63:this.$=Un.relationType.AGGREGATION;break;case 64:this.$=Un.relationType.EXTENSION;break;case 65:this.$=Un.relationType.COMPOSITION;break;case 66:this.$=Un.relationType.DEPENDENCY;break;case 67:this.$=Un.relationType.LOLLIPOP;break;case 68:this.$=Un.lineType.LINE;break;case 69:this.$=Un.lineType.DOTTED_LINE;break;case 70:case 76:this.$=wt[fn-2],Un.setClickEvent(wt[fn-1],wt[fn]);break;case 71:case 77:this.$=wt[fn-3],Un.setClickEvent(wt[fn-2],wt[fn-1]),Un.setTooltip(wt[fn-2],wt[fn]);break;case 72:this.$=wt[fn-2],Un.setLink(wt[fn-1],wt[fn]);break;case 73:this.$=wt[fn-3],Un.setLink(wt[fn-2],wt[fn-1],wt[fn]);break;case 74:this.$=wt[fn-3],Un.setLink(wt[fn-2],wt[fn-1]),Un.setTooltip(wt[fn-2],wt[fn]);break;case 75:this.$=wt[fn-4],Un.setLink(wt[fn-3],wt[fn-2],wt[fn]),Un.setTooltip(wt[fn-3],wt[fn-1]);break;case 78:this.$=wt[fn-3],Un.setClickEvent(wt[fn-2],wt[fn-1],wt[fn]);break;case 79:this.$=wt[fn-4],Un.setClickEvent(wt[fn-3],wt[fn-2],wt[fn-1]),Un.setTooltip(wt[fn-3],wt[fn]);break;case 80:this.$=wt[fn-3],Un.setLink(wt[fn-2],wt[fn]);break;case 81:this.$=wt[fn-4],Un.setLink(wt[fn-3],wt[fn-1],wt[fn]);break;case 82:this.$=wt[fn-4],Un.setLink(wt[fn-3],wt[fn-1]),Un.setTooltip(wt[fn-3],wt[fn]);break;case 83:this.$=wt[fn-5],Un.setLink(wt[fn-4],wt[fn-2],wt[fn]),Un.setTooltip(wt[fn-4],wt[fn-1]);break;case 84:this.$=wt[fn-2],Un.setCssStyle(wt[fn-1],wt[fn]);break;case 85:Un.setCssClass(wt[fn-1],wt[fn]);break;case 86:this.$=[wt[fn]];break;case 87:wt[fn-2].push(wt[fn]),this.$=wt[fn-2];break;case 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qn=new Error(Tr);throw qn.hash=Fn,qn}},parse:function(Tr){var Fn=this,qn=[0],Un=[],At=[null],wt=[],on=this.table,fn="",An=0,oo=0,jo=2,$o=1,Pa=wt.slice.call(arguments,1),wo=Object.create(this.lexer),_s={yy:{}};for(var tl in this.yy)Object.prototype.hasOwnProperty.call(this.yy,tl)&&(_s.yy[tl]=this.yy[tl]);wo.setInput(Tr,_s.yy),_s.yy.lexer=wo,_s.yy.parser=this,typeof wo.yylloc>"u"&&(wo.yylloc={});var da=wo.yylloc;wt.push(da);var j0=wo.options&&wo.options.ranges;typeof _s.yy.parseError=="function"?this.parseError=_s.yy.parseError:this.parseError=Object.getPrototypeOf(this).parseError;function pm(){var ga;return ga=Un.pop()||wo.lex()||$o,typeof ga!="number"&&(ga instanceof Array&&(Un=ga,ga=Un.pop()),ga=Fn.symbols_[ga]||ga),ga}for(var Ml,Xc,Bc,ja,Ou={},Sa,Po,Fc,xa;;){if(Xc=qn[qn.length-1],this.defaultActions[Xc]?Bc=this.defaultActions[Xc]:((Ml===null||typeof Ml>"u")&&(Ml=pm()),Bc=on[Xc]&&on[Xc][Ml]),typeof Bc>"u"||!Bc.length||!Bc[0]){var Ba="";xa=[];for(Sa in on[Xc])this.terminals_[Sa]&&Sa>jo&&xa.push("'"+this.terminals_[Sa]+"'");wo.showPosition?Ba="Parse error on line "+(An+1)+`: +`+wo.showPosition()+` +Expecting `+xa.join(", ")+", got '"+(this.terminals_[Ml]||Ml)+"'":Ba="Parse error on line "+(An+1)+": Unexpected "+(Ml==$o?"end of input":"'"+(this.terminals_[Ml]||Ml)+"'"),this.parseError(Ba,{text:wo.match,token:this.terminals_[Ml]||Ml,line:wo.yylineno,loc:da,expected:xa})}if(Bc[0]instanceof Array&&Bc.length>1)throw new Error("Parse Error: multiple actions possible at state: "+Xc+", token: "+Ml);switch(Bc[0]){case 1:qn.push(Ml),At.push(wo.yytext),wt.push(wo.yylloc),qn.push(Bc[1]),Ml=null,oo=wo.yyleng,fn=wo.yytext,An=wo.yylineno,da=wo.yylloc;break;case 2:if(Po=this.productions_[Bc[1]][1],Ou.$=At[At.length-Po],Ou._$={first_line:wt[wt.length-(Po||1)].first_line,last_line:wt[wt.length-1].last_line,first_column:wt[wt.length-(Po||1)].first_column,last_column:wt[wt.length-1].last_column},j0&&(Ou._$.range=[wt[wt.length-(Po||1)].range[0],wt[wt.length-1].range[1]]),ja=this.performAction.apply(Ou,[fn,oo,An,_s.yy,Bc[1],At,wt].concat(Pa)),typeof ja<"u")return ja;Po&&(qn=qn.slice(0,-1*Po*2),At=At.slice(0,-1*Po),wt=wt.slice(0,-1*Po)),qn.push(this.productions_[Bc[1]][0]),At.push(Ou.$),wt.push(Ou._$),Fc=on[qn[qn.length-2]][qn[qn.length-1]],qn.push(Fc);break;case 3:return!0}}return!0}},Ma=function(){var ao={EOF:1,parseError:function(Fn,qn){if(this.yy.parser)this.yy.parser.parseError(Fn,qn);else throw new Error(Fn)},setInput:function(Tr,Fn){return this.yy=Fn||this.yy||{},this._input=Tr,this._more=this._backtrack=this.done=!1,this.yylineno=this.yyleng=0,this.yytext=this.matched=this.match="",this.conditionStack=["INITIAL"],this.yylloc={first_line:1,first_column:0,last_line:1,last_column:0},this.options.ranges&&(this.yylloc.range=[0,0]),this.offset=0,this},input:function(){var Tr=this._input[0];this.yytext+=Tr,this.yyleng++,this.offset++,this.match+=Tr,this.matched+=Tr;var Fn=Tr.match(/(?:\r\n?|\n).*/g);return Fn?(this.yylineno++,this.yylloc.last_line++):this.yylloc.last_column++,this.options.ranges&&this.yylloc.range[1]++,this._input=this._input.slice(1),Tr},unput:function(Tr){var Fn=Tr.length,qn=Tr.split(/(?:\r\n?|\n)/g);this._input=Tr+this._input,this.yytext=this.yytext.substr(0,this.yytext.length-Fn),this.offset-=Fn;var Un=this.match.split(/(?:\r\n?|\n)/g);this.match=this.match.substr(0,this.match.length-1),this.matched=this.matched.substr(0,this.matched.length-1),qn.length-1&&(this.yylineno-=qn.length-1);var At=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:qn?(qn.length===Un.length?this.yylloc.first_column:0)+Un[Un.length-qn.length].length-qn[0].length:this.yylloc.first_column-Fn},this.options.ranges&&(this.yylloc.range=[At[0],At[0]+this.yyleng-Fn]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){if(this.options.backtrack_lexer)this._backtrack=!0;else return this.parseError("Lexical error on line "+(this.yylineno+1)+`. You can only invoke reject() in the lexer when the lexer is of the backtracking persuasion (options.backtrack_lexer = true). +`+this.showPosition(),{text:"",token:null,line:this.yylineno});return this},less:function(Tr){this.unput(this.match.slice(Tr))},pastInput:function(){var Tr=this.matched.substr(0,this.matched.length-this.match.length);return(Tr.length>20?"...":"")+Tr.substr(-20).replace(/\n/g,"")},upcomingInput:function(){var Tr=this.match;return Tr.length<20&&(Tr+=this._input.substr(0,20-Tr.length)),(Tr.substr(0,20)+(Tr.length>20?"...":"")).replace(/\n/g,"")},showPosition:function(){var Tr=this.pastInput(),Fn=new Array(Tr.length+1).join("-");return Tr+this.upcomingInput()+` +`+Fn+"^"},test_match:function(Tr,Fn){var qn,Un,At;if(this.options.backtrack_lexer&&(At={yylineno:this.yylineno,yylloc:{first_line:this.yylloc.first_line,last_line:this.last_line,first_column:this.yylloc.first_column,last_column:this.yylloc.last_column},yytext:this.yytext,match:this.match,matches:this.matches,matched:this.matched,yyleng:this.yyleng,offset:this.offset,_more:this._more,_input:this._input,yy:this.yy,conditionStack:this.conditionStack.slice(0),done:this.done},this.options.ranges&&(At.yylloc.range=this.yylloc.range.slice(0))),Un=Tr[0].match(/(?:\r\n?|\n).*/g),Un&&(this.yylineno+=Un.length),this.yylloc={first_line:this.yylloc.last_line,last_line:this.yylineno+1,first_column:this.yylloc.last_column,last_column:Un?Un[Un.length-1].length-Un[Un.length-1].match(/\r?\n?/)[0].length:this.yylloc.last_column+Tr[0].length},this.yytext+=Tr[0],this.match+=Tr[0],this.matches=Tr,this.yyleng=this.yytext.length,this.options.ranges&&(this.yylloc.range=[this.offset,this.offset+=this.yyleng]),this._more=!1,this._backtrack=!1,this._input=this._input.slice(Tr[0].length),this.matched+=Tr[0],qn=this.performAction.call(this,this.yy,this,Fn,this.conditionStack[this.conditionStack.length-1]),this.done&&this._input&&(this.done=!1),qn)return qn;if(this._backtrack){for(var wt in At)this[wt]=At[wt];return!1}return!1},next:function(){if(this.done)return this.EOF;this._input||(this.done=!0);var Tr,Fn,qn,Un;this._more||(this.yytext="",this.match="");for(var At=this._currentRules(),wt=0;wtFn[0].length)){if(Fn=qn,Un=wt,this.options.backtrack_lexer){if(Tr=this.test_match(qn,At[wt]),Tr!==!1)return Tr;if(this._backtrack){Fn=!1;continue}else return!1}else if(!this.options.flex)break}return Fn?(Tr=this.test_match(Fn,At[Un]),Tr!==!1?Tr:!1):this._input===""?this.EOF:this.parseError("Lexical error on line "+(this.yylineno+1)+`. Unrecognized text. +`+this.showPosition(),{text:"",token:null,line:this.yylineno})},lex:function(){var Fn=this.next();return Fn||this.lex()},begin:function(Fn){this.conditionStack.push(Fn)},popState:function(){var Fn=this.conditionStack.length-1;return Fn>0?this.conditionStack.pop():this.conditionStack[0]},_currentRules:function(){return this.conditionStack.length&&this.conditionStack[this.conditionStack.length-1]?this.conditions[this.conditionStack[this.conditionStack.length-1]].rules:this.conditions.INITIAL.rules},topState:function(Fn){return Fn=this.conditionStack.length-1-Math.abs(Fn||0),Fn>=0?this.conditionStack[Fn]:"INITIAL"},pushState:function(Fn){this.begin(Fn)},stateStackSize:function(){return this.conditionStack.length},options:{},performAction:function(Fn,qn,Un,At){switch(Un){case 0:return 53;case 1:return 54;case 2:return 55;case 3:return 56;case 4:break;case 5:break;case 6:return this.begin("acc_title"),31;case 7:return this.popState(),"acc_title_value";case 8:return this.begin("acc_descr"),33;case 9:return this.popState(),"acc_descr_value";case 10:this.begin("acc_descr_multiline");break;case 11:this.popState();break;case 12:return"acc_descr_multiline_value";case 13:return 8;case 14:break;case 15:return 7;case 16:return 7;case 17:return"EDGE_STATE";case 18:this.begin("callback_name");break;case 19:this.popState();break;case 20:this.popState(),this.begin("callback_args");break;case 21:return 70;case 22:this.popState();break;case 23:return 71;case 24:this.popState();break;case 25:return"STR";case 26:this.begin("string");break;case 27:return 73;case 28:return this.begin("namespace"),40;case 29:return this.popState(),8;case 30:break;case 31:return this.begin("namespace-body"),37;case 32:return this.popState(),39;case 33:return"EOF_IN_STRUCT";case 34:return 8;case 35:break;case 36:return"EDGE_STATE";case 37:return this.begin("class"),44;case 38:return this.popState(),8;case 39:break;case 40:return this.popState(),this.popState(),39;case 41:return this.begin("class-body"),37;case 42:return this.popState(),39;case 43:return"EOF_IN_STRUCT";case 44:return"EDGE_STATE";case 45:return"OPEN_IN_STRUCT";case 46:break;case 47:return"MEMBER";case 48:return 76;case 49:return 66;case 50:return 67;case 51:return 69;case 52:return 50;case 53:return 52;case 54:return 45;case 55:return 46;case 56:return 72;case 57:this.popState();break;case 58:return"GENERICTYPE";case 59:this.begin("generic");break;case 60:this.popState();break;case 61:return"BQUOTE_STR";case 62:this.begin("bqstring");break;case 63:return 68;case 64:return 68;case 65:return 68;case 66:return 68;case 67:return 60;case 68:return 60;case 69:return 62;case 70:return 62;case 71:return 61;case 72:return 59;case 73:return 63;case 74:return 64;case 75:return 65;case 76:return 21;case 77:return 42;case 78:return 95;case 79:return"DOT";case 80:return"PLUS";case 81:return 81;case 82:return 78;case 83:return 84;case 84:return 84;case 85:return 85;case 86:return"EQUALS";case 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of\b)/i,/^(?:right of\b)/i,/^(?:")/i,/^(?:\s*as\s*)/i,/^(?:["])/i,/^(?:[^"]*)/i,/^(?:[^\n]*)/i,/^(?:\s*[^:\n\s\-]+)/i,/^(?:\s*:[^:\n;]+)/i,/^(?:[\s\S]*?end note\b)/i,/^(?:stateDiagram\s+)/i,/^(?:stateDiagram-v2\s+)/i,/^(?:hide empty description\b)/i,/^(?:\[\*\])/i,/^(?:[^:\n\s\-\{]+)/i,/^(?:\s*:[^:\n;]+)/i,/^(?:-->)/i,/^(?:--)/i,/^(?::::)/i,/^(?:$)/i,/^(?:.)/i],conditions:{LINE:{rules:[9,10],inclusive:!1},struct:{rules:[9,10,22,26,32,39,40,41,42,51,52,53,54,68,69,70,71,72],inclusive:!1},FLOATING_NOTE_ID:{rules:[61],inclusive:!1},FLOATING_NOTE:{rules:[58,59,60],inclusive:!1},NOTE_TEXT:{rules:[63,64],inclusive:!1},NOTE_ID:{rules:[62],inclusive:!1},NOTE:{rules:[55,56,57],inclusive:!1},CLASS_STYLE:{rules:[28],inclusive:!1},CLASS:{rules:[27],inclusive:!1},CLASSDEFID:{rules:[25],inclusive:!1},CLASSDEF:{rules:[23,24],inclusive:!1},acc_descr_multiline:{rules:[20,21],inclusive:!1},acc_descr:{rules:[18],inclusive:!1},acc_title:{rules:[16],inclusive:!1},SCALE:{rules:[13,14,30,31],inclusive:!1},ALIAS:{rules:[],inclusive:!1},STATE_ID:{rules:[45],inclusive:!1},STATE_STRING:{rules:[46,47],inclusive:!1},FORK_STATE:{rules:[],inclusive:!1},STATE:{rules:[9,10,33,34,35,36,37,38,43,44,48,49,50],inclusive:!1},ID:{rules:[9,10],inclusive:!1},INITIAL:{rules:[0,1,2,3,4,5,6,7,8,10,11,12,15,17,19,22,26,29,32,50,54,65,66,67,68,69,70,71,73,74,75],inclusive:!0}}};return Ie}();Fe.lexer=Pe;function je(){this.yy={}}return je.prototype=Fe,Fe.Parser=je,new je}();Nve.parser=Nve;const oKe=Nve,Zin="LR",esn="TB",EJ="state",Pve="relation",tsn="classDef",nsn="applyClass",XR="default",cKe="divider",Bve="[*]",uKe="start",lKe=Bve,hKe="end",fKe="color",dKe="fill",rsn="bgFill",isn=",";function gKe(){return{}}let pKe=Zin,TJ=[],QR=gKe();const bKe=()=>({relations:[],states:{},documents:{}});let CJ={root:bKe()},jg=CJ.root,JR=0,mKe=0;const ssn={LINE:0,DOTTED_LINE:1},asn={AGGREGATION:0,EXTENSION:1,COMPOSITION:2,DEPENDENCY:3},SJ=i=>JSON.parse(JSON.stringify(i)),osn=i=>{Xe.info("Setting root doc",i),TJ=i},csn=()=>TJ,_J=(i,s,u)=>{if(s.stmt===Pve)_J(i,s.state1,!0),_J(i,s.state2,!1);else if(s.stmt===EJ&&(s.id==="[*]"?(s.id=u?i.id+"_start":i.id+"_end",s.start=u):s.id=s.id.trim()),s.doc){const d=[];let p=[],v;for(v=0;v0&&p.length>0){const b={stmt:EJ,id:bje(),type:"divider",doc:SJ(p)};d.push(SJ(b)),s.doc=d}s.doc.forEach(b=>_J(s,b,!0))}},usn=()=>(_J({id:"root"},{id:"root",doc:TJ},!0),{id:"root",doc:TJ}),lsn=i=>{let s;i.doc?s=i.doc:s=i,Xe.info(s),vKe(!0),Xe.info("Extract",s),s.forEach(u=>{switch(u.stmt){case EJ:rS(u.id.trim(),u.type,u.doc,u.description,u.note,u.classes,u.styles,u.textStyles);break;case Pve:wKe(u.state1,u.state2,u.description);break;case tsn:yKe(u.id.trim(),u.classes);break;case nsn:$ve(u.id.trim(),u.styleClass);break}})},rS=function(i,s=XR,u=null,d=null,p=null,v=null,b=null,y=null){const T=i==null?void 0:i.trim();jg.states[T]===void 0?(Xe.info("Adding state ",T,d),jg.states[T]={id:T,descriptions:[],type:s,doc:u,note:p,classes:[],styles:[],textStyles:[]}):(jg.states[T].doc||(jg.states[T].doc=u),jg.states[T].type||(jg.states[T].type=s)),d&&(Xe.info("Setting state description",T,d),typeof d=="string"&&jve(T,d.trim()),typeof d=="object"&&d.forEach(_=>jve(T,_.trim()))),p&&(jg.states[T].note=p,jg.states[T].note.text=ci.sanitizeText(jg.states[T].note.text,qt())),v&&(Xe.info("Setting state classes",T,v),(typeof v=="string"?[v]:v).forEach(A=>$ve(T,A.trim()))),b&&(Xe.info("Setting state styles",T,b),(typeof b=="string"?[b]:b).forEach(A=>ysn(T,A.trim()))),y&&(Xe.info("Setting state styles",T,b),(typeof y=="string"?[y]:y).forEach(A=>xsn(T,A.trim())))},vKe=function(i){CJ={root:bKe()},jg=CJ.root,JR=0,QR=gKe(),i||Pg()},ZR=function(i){return jg.states[i]},hsn=function(){return jg.states},fsn=function(){Xe.info("Documents = ",CJ)},dsn=function(){return jg.relations};function Fve(i=""){let s=i;return i===Bve&&(JR++,s=`${uKe}${JR}`),s}function Rve(i="",s=XR){return i===Bve?uKe:s}function gsn(i=""){let s=i;return i===lKe&&(JR++,s=`${hKe}${JR}`),s}function psn(i="",s=XR){return i===lKe?hKe:s}function bsn(i,s,u){let d=Fve(i.id.trim()),p=Rve(i.id.trim(),i.type),v=Fve(s.id.trim()),b=Rve(s.id.trim(),s.type);rS(d,p,i.doc,i.description,i.note,i.classes,i.styles,i.textStyles),rS(v,b,s.doc,s.description,s.note,s.classes,s.styles,s.textStyles),jg.relations.push({id1:d,id2:v,relationTitle:ci.sanitizeText(u,qt())})}const wKe=function(i,s,u){if(typeof i=="object")bsn(i,s,u);else{const d=Fve(i.trim()),p=Rve(i),v=gsn(s.trim()),b=psn(s);rS(d,p),rS(v,b),jg.relations.push({id1:d,id2:v,title:ci.sanitizeText(u,qt())})}},jve=function(i,s){const u=jg.states[i],d=s.startsWith(":")?s.replace(":","").trim():s;u.descriptions.push(ci.sanitizeText(d,qt()))},msn=function(i){return i.substring(0,1)===":"?i.substr(2).trim():i.trim()},vsn=()=>(mKe++,"divider-id-"+mKe),yKe=function(i,s=""){QR[i]===void 0&&(QR[i]={id:i,styles:[],textStyles:[]});const u=QR[i];s!=null&&s.split(isn).forEach(d=>{const p=d.replace(/([^;]*);/,"$1").trim();if(d.match(fKe)){const b=p.replace(dKe,rsn).replace(fKe,dKe);u.textStyles.push(b)}u.styles.push(p)})},wsn=function(){return QR},$ve=function(i,s){i.split(",").forEach(function(u){let d=ZR(u);if(d===void 0){const p=u.trim();rS(p),d=ZR(p)}d.classes.push(s)})},ysn=function(i,s){const u=ZR(i);u!==void 0&&u.textStyles.push(s)},xsn=function(i,s){const u=ZR(i);u!==void 0&&u.textStyles.push(s)},G7={getConfig:()=>qt().state,addState:rS,clear:vKe,getState:ZR,getStates:hsn,getRelations:dsn,getClasses:wsn,getDirection:()=>pKe,addRelation:wKe,getDividerId:vsn,setDirection:i=>{pKe=i},cleanupLabel:msn,lineType:ssn,relationType:asn,logDocuments:fsn,getRootDoc:csn,setRootDoc:osn,getRootDocV2:usn,extract:lsn,trimColon:i=>i&&i[0]===":"?i.substr(1).trim():i.trim(),getAccTitle:Cp,setAccTitle:Bg,getAccDescription:_p,setAccDescription:Sp,addStyleClass:yKe,setCssClass:$ve,addDescription:jve,setDiagramTitle:cm,getDiagramTitle:Ap},xKe=i=>` +defs #statediagram-barbEnd { + fill: ${i.transitionColor}; + stroke: ${i.transitionColor}; + } +g.stateGroup text { + fill: ${i.nodeBorder}; + stroke: none; + font-size: 10px; +} +g.stateGroup text { + fill: ${i.textColor}; + stroke: none; + font-size: 10px; + +} +g.stateGroup .state-title { + font-weight: bolder; + fill: ${i.stateLabelColor}; +} + +g.stateGroup rect { + fill: ${i.mainBkg}; + stroke: ${i.nodeBorder}; +} + +g.stateGroup line { + stroke: ${i.lineColor}; + stroke-width: 1; +} + +.transition { + stroke: ${i.transitionColor}; + stroke-width: 1; + fill: none; +} + +.stateGroup .composit { + fill: ${i.background}; + border-bottom: 1px +} + +.stateGroup .alt-composit { + fill: #e0e0e0; + border-bottom: 1px +} + +.state-note { + stroke: ${i.noteBorderColor}; + fill: ${i.noteBkgColor}; + + text { + fill: ${i.noteTextColor}; + stroke: none; + font-size: 10px; + } +} + +.stateLabel .box { + stroke: none; + stroke-width: 0; + fill: ${i.mainBkg}; + opacity: 0.5; +} + +.edgeLabel .label rect { + fill: ${i.labelBackgroundColor}; + opacity: 0.5; +} +.edgeLabel .label text { + fill: ${i.transitionLabelColor||i.tertiaryTextColor}; +} +.label div .edgeLabel { + color: ${i.transitionLabelColor||i.tertiaryTextColor}; +} + +.stateLabel text { + fill: ${i.stateLabelColor}; + font-size: 10px; + font-weight: bold; +} + +.node circle.state-start { + fill: ${i.specialStateColor}; + stroke: ${i.specialStateColor}; +} + +.node .fork-join { + fill: ${i.specialStateColor}; + stroke: ${i.specialStateColor}; +} + +.node circle.state-end { + fill: ${i.innerEndBackground}; + stroke: ${i.background}; + stroke-width: 1.5 +} +.end-state-inner { + fill: ${i.compositeBackground||i.background}; + // stroke: ${i.background}; + stroke-width: 1.5 +} + +.node rect { + fill: ${i.stateBkg||i.mainBkg}; + stroke: ${i.stateBorder||i.nodeBorder}; + stroke-width: 1px; +} +.node polygon { + fill: ${i.mainBkg}; + stroke: ${i.stateBorder||i.nodeBorder};; + stroke-width: 1px; +} +#statediagram-barbEnd { + fill: ${i.lineColor}; +} + +.statediagram-cluster rect { + fill: ${i.compositeTitleBackground}; + stroke: ${i.stateBorder||i.nodeBorder}; + stroke-width: 1px; +} + +.cluster-label, .nodeLabel { + color: ${i.stateLabelColor}; +} + +.statediagram-cluster rect.outer { + rx: 5px; + ry: 5px; +} +.statediagram-state .divider { + stroke: ${i.stateBorder||i.nodeBorder}; +} + +.statediagram-state .title-state { + rx: 5px; + ry: 5px; +} +.statediagram-cluster.statediagram-cluster .inner { + fill: ${i.compositeBackground||i.background}; +} +.statediagram-cluster.statediagram-cluster-alt .inner { + fill: ${i.altBackground?i.altBackground:"#efefef"}; +} + +.statediagram-cluster .inner { + rx:0; + ry:0; +} + +.statediagram-state rect.basic { + rx: 5px; + ry: 5px; +} +.statediagram-state rect.divider { + stroke-dasharray: 10,10; + fill: ${i.altBackground?i.altBackground:"#efefef"}; +} + +.note-edge { + stroke-dasharray: 5; +} + +.statediagram-note rect { + fill: ${i.noteBkgColor}; + stroke: ${i.noteBorderColor}; + stroke-width: 1px; + rx: 0; + ry: 0; +} +.statediagram-note rect { + fill: ${i.noteBkgColor}; + stroke: ${i.noteBorderColor}; + stroke-width: 1px; + rx: 0; + ry: 0; +} + +.statediagram-note text { + fill: ${i.noteTextColor}; +} + +.statediagram-note .nodeLabel { + color: ${i.noteTextColor}; +} +.statediagram .edgeLabel { + color: red; // ${i.noteTextColor}; +} + +#dependencyStart, #dependencyEnd { + fill: ${i.lineColor}; + stroke: ${i.lineColor}; + stroke-width: 1; +} + +.statediagramTitleText { + text-anchor: middle; + font-size: 18px; + fill: ${i.textColor}; +} +`,zve={},ksn=(i,s)=>{zve[i]=s},Esn=i=>zve[i],kKe=()=>Object.keys(zve),Tsn={get:Esn,set:ksn,keys:kKe,size:()=>kKe().length},Csn=i=>i.append("circle").attr("class","start-state").attr("r",qt().state.sizeUnit).attr("cx",qt().state.padding+qt().state.sizeUnit).attr("cy",qt().state.padding+qt().state.sizeUnit),Ssn=i=>i.append("line").style("stroke","grey").style("stroke-dasharray","3").attr("x1",qt().state.textHeight).attr("class","divider").attr("x2",qt().state.textHeight*2).attr("y1",0).attr("y2",0),_sn=(i,s)=>{const u=i.append("text").attr("x",2*qt().state.padding).attr("y",qt().state.textHeight+2*qt().state.padding).attr("font-size",qt().state.fontSize).attr("class","state-title").text(s.id),d=u.node().getBBox();return i.insert("rect",":first-child").attr("x",qt().state.padding).attr("y",qt().state.padding).attr("width",d.width+2*qt().state.padding).attr("height",d.height+2*qt().state.padding).attr("rx",qt().state.radius),u},Asn=(i,s)=>{const u=function(R,F,j){const 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_.attr("x2",P+3*qt().state.padding),i.insert("rect",":first-child").attr("x",qt().state.padding).attr("y",qt().state.padding).attr("width",P+2*qt().state.padding).attr("height",A.height+v+2*qt().state.padding).attr("rx",qt().state.radius),i},Lsn=(i,s,u)=>{const d=qt().state.padding,p=2*qt().state.padding,v=i.node().getBBox(),b=v.width,y=v.x,T=i.append("text").attr("x",0).attr("y",qt().state.titleShift).attr("font-size",qt().state.fontSize).attr("class","state-title").text(s.id),A=T.node().getBBox().width+p;let P=Math.max(A,b);P===b&&(P=P+p);let R;const F=i.node().getBBox();s.doc,R=y-d,A>b&&(R=(b-P)/2+d),Math.abs(y-F.x)b&&(R=y-(A-b)/2);const j=1-qt().state.textHeight;return 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u=qt().state.forkWidth,d=qt().state.forkHeight;if(s.parentId){let p=u;u=d,d=p}return i.append("rect").style("stroke","black").style("fill","black").attr("width",u).attr("height",d).attr("x",qt().state.padding).attr("y",qt().state.padding)},Isn=(i,s,u,d)=>{let p=0;const v=d.append("text");v.style("text-anchor","start"),v.attr("class","noteText");let b=i.replace(/\r\n/g,"
    ");b=b.replace(/\n/g,"
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u=s.id,d={id:u,label:s.id,width:0,height:0},p=i.append("g").attr("id",u).attr("class","stateGroup");s.type==="start"&&Csn(p),s.type==="end"&&Msn(p),(s.type==="fork"||s.type==="join")&&Dsn(p,s),s.type==="note"&&Osn(s.note.text,p),s.type==="divider"&&Ssn(p),s.type==="default"&&s.descriptions.length===0&&_sn(p,s),s.type==="default"&&s.descriptions.length>0&&Asn(p,s);const v=p.node().getBBox();return d.width=v.width+2*qt().state.padding,d.height=v.height+2*qt().state.padding,Tsn.set(u,d),d};let TKe=0;const Nsn=function(i,s,u){const d=function(T){switch(T){case G7.relationType.AGGREGATION:return"aggregation";case G7.relationType.EXTENSION:return"extension";case G7.relationType.COMPOSITION:return"composition";case G7.relationType.DEPENDENCY:return"dependency"}};s.points=s.points.filter(T=>!Number.isNaN(T.y));const p=s.points,v=k7().x(function(T){return T.x}).y(function(T){return T.y}).curve(FF),b=i.append("path").attr("d",v(p)).attr("id","edge"+TKe).attr("class","transition");let y="";if(qt().state.arrowMarkerAbsolute&&(y=window.location.protocol+"//"+window.location.host+window.location.pathname+window.location.search,y=y.replace(/\(/g,"\\("),y=y.replace(/\)/g,"\\)")),b.attr("marker-end","url("+y+"#"+d(G7.relationType.DEPENDENCY)+"End)"),u.title!==void 0){const T=i.append("g").attr("class","stateLabel"),{x:_,y:A}=Ao.calcLabelPosition(s.points),P=ci.getRows(u.title);let R=0;const F=[];let j=0,K=0;for(let oe=0;oe<=P.length;oe++){const pe=T.append("text").attr("text-anchor","middle").text(P[oe]).attr("x",_).attr("y",A+R),be=pe.node().getBBox();j=Math.max(j,be.width),K=Math.min(K,be.x),Xe.info(be.x,_,A+R),R===0&&(R=pe.node().getBBox().height,Xe.info("Title height",R,A)),F.push(pe)}let ee=R*P.length;if(P.length>1){const oe=(P.length-1)*R*.5;F.forEach((pe,be)=>pe.attr("y",A+be*R-oe)),ee=R*P.length}const ie=T.node().getBBox();T.insert("rect",":first-child").attr("class","box").attr("x",_-j/2-qt().state.padding/2).attr("y",A-ee/2-qt().state.padding/2-3.5).attr("width",j+qt().state.padding).attr("height",ee+qt().state.padding),Xe.info(ie)}TKe++};let gm;const qve={},Psn=function(){},Bsn=function(i){i.append("defs").append("marker").attr("id","dependencyEnd").attr("refX",19).attr("refY",7).attr("markerWidth",20).attr("markerHeight",28).attr("orient","auto").append("path").attr("d","M 19,7 L9,13 L14,7 L9,1 Z")},Fsn=function(i,s,u,d){gm=qt().state;const p=qt().securityLevel;let v;p==="sandbox"&&(v=Ir("#i"+s));const b=Ir(p==="sandbox"?v.nodes()[0].contentDocument.body:"body"),y=p==="sandbox"?v.nodes()[0].contentDocument:document;Xe.debug("Rendering diagram "+i);const T=b.select(`[id='${s}']`);Bsn(T);const _=d.db.getRootDoc();CKe(_,T,void 0,!1,b,y,d);const A=gm.padding,P=T.node().getBBox(),R=P.width+A*2,F=P.height+A*2,j=R*1.75;Ng(T,F,j,gm.useMaxWidth),T.attr("viewBox",`${P.x-gm.padding} 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r,a,o,f,g,w,E,C;for(o=ze(Ge(e.b.Kc().Pb())),E=ze(Ge(V3n(t.b))),r=md(Ja(e.a),E-n),a=md(Ja(t.a),n-o),C=Oi(r,a),md(C,1/(E-o)),this.a=C,this.b=new bt,g=!0,f=e.b.Kc(),f.Pb();f.Ob();)w=ze(Ge(f.Pb())),g&&w-n>wfe&&(this.b.Fc(n),g=!1),this.b.Fc(w);g&&this.b.Fc(n)}function WCn(e){var t,n,r,a;if(f_n(e,e.n),e.d.c.length>0){for(u_(e.c);L9e(e,l(re(new G(e.e.a)),125))>5,t&=31,r>=e.d)return e.e<0?(Cd(),w6t):(Cd(),BL);if(o=e.d-r,a=We(Vr,di,28,o+1,15,1),j9n(a,o,e.a,r,t),e.e<0){for(n=0;n0&&e.a[n]<<32-t){for(n=0;n=0?!1:(n=g6((El(),io),a,t),n?(r=n.Ik(),(r>1||r==-1)&&kw(ic(io,n))!=3):!0)):!1}function JCn(e,t,n,r){var a,o,f,g,w;return g=bc(l(Oe((!t.b&&(t.b=new Ln(_r,t,4,7)),t.b),0),84)),w=bc(l(Oe((!t.c&&(t.c=new Ln(_r,t,5,8)),t.c),0),84)),ds(g)==ds(w)||Ly(w,g)?null:(f=WO(t),f==n?r:(o=l(cr(e.a,f),10),o&&(a=o.e,a)?a:null))}function ZCn(e,t,n){var r,a,o,f,g;for(n.Ug("Longest path to source layering",1),e.a=t,g=e.a.a,e.b=We(Vr,di,28,g.c.length,15,1),r=0,f=new 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t,n,r,a,o;if(e.l==0&&e.m==0&&e.h==0)return"0";if(e.h==SP&&e.m==0&&e.l==0)return"-9223372036854775808";if(e.h>>19)return"-"+Pbt(xE(e));for(n=e,r="";!(n.l==0&&n.m==0&&n.h==0);){if(a=Loe(JU),n=Nke(n,a,!0),t=""+rZe(Nb),!(n.l==0&&n.m==0&&n.h==0))for(o=9-t.length;o>0;o--)t="0"+t;r=t+r}return r}function ASn(e){var t,n,r,a,o,f,g;for(t=!1,n=0,a=new G(e.d.b);a.a=e.a||!Bxe(t,n))return-1;if(Zk(l(r.Kb(t),20)))return 1;for(a=0,f=l(r.Kb(t),20).Kc();f.Ob();)if(o=l(f.Pb(),18),w=o.c.i==t?o.d.i:o.c.i,g=tke(e,w,n,r),g==-1||(a=b.Math.max(a,g),a>e.c-1))return-1;return a+1}function Bbt(e,t){var n,r,a,o,f,g;if(qe(t)===qe(e))return!0;if(!De(t,15)||(r=l(t,15),g=e.gc(),r.gc()!=g))return!1;if(f=r.Kc(),e.Yi()){for(n=0;n0){if(e._j(),t!=null){for(o=0;o>24;case 97:case 98:case 99:case 100:case 101:case 102:return e-97+10<<24>>24;case 65:case 66:case 67:case 68:case 69:case 70:return e-65+10<<24>>24;default:throw ue(new gd("Invalid hexadecimal"))}}function PU(){PU=U,j_e=new L5("SPIRAL",0),P_e=new 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99:V=r.q.getDay(),n==5?hi(e,he(le(zt,1),dt,2,6,["S","M","T","W","T","F","S"])[V]):n==4?hi(e,he(le(zt,1),dt,2,6,[Qle,Jle,Zle,ehe,the,nhe,rhe])[V]):n==3?hi(e,he(le(zt,1),dt,2,6,["Sun","Mon","Tue","Wed","Thu","Fri","Sat"])[V]):ag(e,V,1);break;case 76:J=r.q.getMonth(),n==5?hi(e,he(le(zt,1),dt,2,6,["J","F","M","A","M","J","J","A","S","O","N","D"])[J]):n==4?hi(e,he(le(zt,1),dt,2,6,[$le,zle,qle,Hle,_x,Vle,Ule,Gle,Kle,Wle,Yle,Xle])[J]):n==3?hi(e,he(le(zt,1),dt,2,6,["Jan","Feb","Mar","Apr",_x,"Jun","Jul","Aug","Sep","Oct","Nov","Dec"])[J]):ag(e,J+1,n);break;case 81:te=r.q.getMonth()/3|0,n<4?hi(e,he(le(zt,1),dt,2,6,["Q1","Q2","Q3","Q4"])[te]):hi(e,he(le(zt,1),dt,2,6,["1st quarter","2nd quarter","3rd quarter","4th quarter"])[te]);break;case 100:fe=r.q.getDate(),ag(e,fe,n);break;case 109:E=a.q.getMinutes(),ag(e,E,n);break;case 115:f=a.q.getSeconds(),ag(e,f,n);break;case 122:n<4?hi(e,o.c[0]):hi(e,o.c[1]);break;case 118:hi(e,o.b);break;case 90:n<3?hi(e,Bkn(o)):n==3?hi(e,zkn(o)):hi(e,qkn(o.a));break;default:return!1}return!0}function Wke(e,t,n,r){var a,o,f,g,w,E,C,L,B,z,V,J,te,fe,Te,Me,$e,Ze,ot,St,cn,an,Bn,jn,ur,oi;if(emt(t),w=l(Oe((!t.b&&(t.b=new Ln(_r,t,4,7)),t.b),0),84),C=l(Oe((!t.c&&(t.c=new Ln(_r,t,5,8)),t.c),0),84),g=bc(w),E=bc(C),f=(!t.a&&(t.a=new nt(cs,t,6,6)),t.a).i==0?null:l(Oe((!t.a&&(t.a=new nt(cs,t,6,6)),t.a),0),166),St=l(cr(e.a,g),10),jn=l(cr(e.a,E),10),cn=null,ur=null,De(w,193)&&(ot=l(cr(e.a,w),305),De(ot,12)?cn=l(ot,12):De(ot,10)&&(St=l(ot,10),cn=l(jt(St.j,0),12))),De(C,193)&&(Bn=l(cr(e.a,C),305),De(Bn,12)?ur=l(Bn,12):De(Bn,10)&&(jn=l(Bn,10),ur=l(jt(jn.j,0),12))),!St||!jn)throw ue(new I8("The source or the target of edge "+t+" could not be found. This usually happens when an edge connects a node laid out by ELK Layered to a node in another level of hierarchy laid out by either another instance of ELK Layered or another layout algorithm alltogether. The former can be solved by setting the hierarchyHandling option to INCLUDE_CHILDREN."));for(J=new Tw,pc(J,t),rt(J,(ft(),zi),t),rt(J,(Nt(),cc),null),z=l(Q(r,Lu),21),St==jn&&z.Fc((Ho(),GL)),cn||(Ze=(qo(),zu),an=null,f&&P5(l(Q(St,Ms),101))&&(an=new lt(f.j,f.k),Vct(an,WO(t)),vut(an,n),Ly(E,g)&&(Ze=$l,Oi(an,St.n))),cn=tvt(St,an,Ze,r)),ur||(Ze=(qo(),$l),oi=null,f&&P5(l(Q(jn,Ms),101))&&(oi=new lt(f.b,f.c),Vct(oi,WO(t)),vut(oi,n)),ur=tvt(jn,oi,Ze,eo(jn))),po(J,cn),Fa(J,ur),(cn.e.c.length>1||cn.g.c.length>1||ur.e.c.length>1||ur.g.c.length>1)&&z.Fc((Ho(),UL)),B=new or((!t.n&&(t.n=new nt(ec,t,1,7)),t.n));B.e!=B.i.gc();)if(L=l(gr(B),135),!Rt(Bt(at(L,mv)))&&L.a)switch(te=Oce(L),vt(J.b,te),l(Q(te,jd),278).g){case 1:case 2:z.Fc((Ho(),jT));break;case 0:z.Fc((Ho(),RT)),rt(te,jd,(F1(),nC))}if(o=l(Q(r,JL),322),fe=l(Q(r,yW),323),a=o==(dA(),mB)||fe==(OA(),vde),f&&(!f.a&&(f.a=new Ys(qh,f,5)),f.a).i!=0&&a){for(Te=QN(f),V=new bl,$e=Rr(Te,0);$e.b!=$e.d.c;)Me=l(Br($e),8),ui(V,new Eo(Me));rt(J,qLe,V)}return J}function YIn(e,t,n,r){var a,o,f,g,w,E,C,L,B,z,V,J,te,fe,Te,Me,$e,Ze,ot,St,cn,an,Bn,jn,ur,oi,ws;for(an=0,Bn=0,St=new Pr,Ze=l(fh(vy(fc(new bn(null,new kn(e.b,16)),new Jte),new sne)),17).a+1,cn=We(Vr,di,28,Ze,15,1),te=We(Vr,di,28,Ze,15,1),J=0;J1)for(g=ur+1;gE.b.e.b*(1-fe)+E.c.e.b*fe));V++);if(ot.gc()>0&&(oi=E.a.b==0?Ja(E.b.e):l(o0(E.a),8),Me=Oi(Ja(l(ot.Xb(ot.gc()-1),40).e),l(ot.Xb(ot.gc()-1),40).f),B=Oi(Ja(l(ot.Xb(0),40).e),l(ot.Xb(0),40).f),V>=ot.gc()-1&&oi.b>Me.b&&E.c.e.b>Me.b||V<=0&&oi.bE.b.e.a*(1-fe)+E.c.e.a*fe));V++);if(ot.gc()>0&&(oi=E.a.b==0?Ja(E.b.e):l(o0(E.a),8),Me=Oi(Ja(l(ot.Xb(ot.gc()-1),40).e),l(ot.Xb(ot.gc()-1),40).f),B=Oi(Ja(l(ot.Xb(0),40).e),l(ot.Xb(0),40).f),V>=ot.gc()-1&&oi.a>Me.a&&E.c.e.a>Me.a||V<=0&&oi.a=ze(Ge(Q(e,(Qi(),iIe))))&&++Bn):(z.f&&z.d.e.a<=ze(Ge(Q(e,(Qi(),Bde))))&&++an,z.g&&z.c.e.a+z.c.f.a>=ze(Ge(Q(e,(Qi(),rIe))))&&++Bn)}else $e==0?b9e(E):$e<0&&(++cn[ur],++te[ws],jn=VIn(E,t,e,new ca(pt(an),pt(Bn)),n,r,new ca(pt(te[ws]),pt(cn[ur]))),an=l(jn.a,17).a,Bn=l(jn.b,17).a)}function XIn(e,t,n){var r,a,o,f,g,w,E,C,L,B,z,V,J,te,fe,Te;if(r=t,w=n,e.b&&r.j==(Ct(),er)&&w.j==(Ct(),er)&&(Te=r,r=w,w=Te),Hu(e.a,r)){if(W0(l(cr(e.a,r),49),w))return 1}else ki(e.a,r,new Ks);if(Hu(e.a,w)){if(W0(l(cr(e.a,w),49),r))return-1}else ki(e.a,w,new Ks);if(Hu(e.d,r)){if(W0(l(cr(e.d,r),49),w))return-1}else ki(e.d,r,new Ks);if(Hu(e.d,w)){if(W0(l(cr(e.a,w),49),r))return 1}else ki(e.d,w,new Ks);if(r.j!=w.j)return fe=Rln(r.j,w.j),fe==-1?df(e,w,r):df(e,r,w),fe;if(r.e.c.length!=0&&w.e.c.length!=0){if(e.b&&(fe=j0t(r,w),fe!=0))return fe==-1?df(e,w,r):fe==1&&df(e,r,w),fe;if(o=l(jt(r.e,0),18).c.i,C=l(jt(w.e,0),18).c.i,o==C)return a=l(Q(l(jt(r.e,0),18),(ft(),Ki)),17).a,E=l(Q(l(jt(w.e,0),18),Ki),17).a,a>E?df(e,r,w):df(e,w,r),aE?1:0;for(V=e.c,J=0,te=V.length;JE?df(e,r,w):df(e,w,r),aE?1:0):e.b&&(fe=j0t(r,w),fe!=0)?(fe==-1?df(e,w,r):fe==1&&df(e,r,w),fe):(f=0,L=0,ns(l(jt(r.g,0),18),Ki)&&(f=l(Q(l(jt(r.g,0),18),Ki),17).a),ns(l(jt(w.g,0),18),Ki)&&(L=l(Q(l(jt(r.g,0),18),Ki),17).a),g&&g==B?Rt(Bt(Q(l(jt(r.g,0),18),W1)))&&!Rt(Bt(Q(l(jt(w.g,0),18),W1)))?(df(e,r,w),1):!Rt(Bt(Q(l(jt(r.g,0),18),W1)))&&Rt(Bt(Q(l(jt(w.g,0),18),W1)))?(df(e,w,r),-1):(f>L?df(e,r,w):df(e,w,r),fL?1:0):(e.f&&(e.f._b(g)&&(f=l(e.f.xc(g),17).a),e.f._b(B)&&(L=l(e.f.xc(B),17).a)),f>L?df(e,r,w):df(e,w,r),fL?1:0))):r.e.c.length!=0&&w.g.c.length!=0?(df(e,r,w),1):r.g.c.length!=0&&w.e.c.length!=0?(df(e,w,r),-1):ns(r,(ft(),Ki))&&ns(w,Ki)?(a=l(Q(r,Ki),17).a,E=l(Q(w,Ki),17).a,a>E?df(e,r,w):df(e,w,r),aE?1:0):(df(e,w,r),-1)}function QIn(e){e.gb||(e.gb=!0,e.b=qc(e,0),Ss(e.b,18),is(e.b,19),e.a=qc(e,1),Ss(e.a,1),is(e.a,2),is(e.a,3),is(e.a,4),is(e.a,5),e.o=qc(e,2),Ss(e.o,8),Ss(e.o,9),is(e.o,10),is(e.o,11),is(e.o,12),is(e.o,13),is(e.o,14),is(e.o,15),is(e.o,16),is(e.o,17),is(e.o,18),is(e.o,19),is(e.o,20),is(e.o,21),is(e.o,22),is(e.o,23),sc(e.o),sc(e.o),sc(e.o),sc(e.o),sc(e.o),sc(e.o),sc(e.o),sc(e.o),sc(e.o),sc(e.o),e.p=qc(e,3),Ss(e.p,2),Ss(e.p,3),Ss(e.p,4),Ss(e.p,5),is(e.p,6),is(e.p,7),sc(e.p),sc(e.p),e.q=qc(e,4),Ss(e.q,8),e.v=qc(e,5),is(e.v,9),sc(e.v),sc(e.v),sc(e.v),e.w=qc(e,6),Ss(e.w,2),Ss(e.w,3),Ss(e.w,4),is(e.w,5),e.B=qc(e,7),is(e.B,1),sc(e.B),sc(e.B),sc(e.B),e.Q=qc(e,8),is(e.Q,0),sc(e.Q),e.R=qc(e,9),Ss(e.R,1),e.S=qc(e,10),sc(e.S),sc(e.S),sc(e.S),sc(e.S),sc(e.S),sc(e.S),sc(e.S),sc(e.S),sc(e.S),sc(e.S),sc(e.S),sc(e.S),sc(e.S),sc(e.S),sc(e.S),e.T=qc(e,11),is(e.T,10),is(e.T,11),is(e.T,12),is(e.T,13),is(e.T,14),sc(e.T),sc(e.T),e.U=qc(e,12),Ss(e.U,2),Ss(e.U,3),is(e.U,4),is(e.U,5),is(e.U,6),is(e.U,7),sc(e.U),e.V=qc(e,13),is(e.V,10),e.W=qc(e,14),Ss(e.W,18),Ss(e.W,19),Ss(e.W,20),is(e.W,21),is(e.W,22),is(e.W,23),e.bb=qc(e,15),Ss(e.bb,10),Ss(e.bb,11),Ss(e.bb,12),Ss(e.bb,13),Ss(e.bb,14),Ss(e.bb,15),Ss(e.bb,16),is(e.bb,17),sc(e.bb),sc(e.bb),e.eb=qc(e,16),Ss(e.eb,2),Ss(e.eb,3),Ss(e.eb,4),Ss(e.eb,5),Ss(e.eb,6),Ss(e.eb,7),is(e.eb,8),is(e.eb,9),e.ab=qc(e,17),Ss(e.ab,0),Ss(e.ab,1),e.H=qc(e,18),is(e.H,0),is(e.H,1),is(e.H,2),is(e.H,3),is(e.H,4),is(e.H,5),sc(e.H),e.db=qc(e,19),is(e.db,2),e.c=Ti(e,20),e.d=Ti(e,21),e.e=Ti(e,22),e.f=Ti(e,23),e.i=Ti(e,24),e.g=Ti(e,25),e.j=Ti(e,26),e.k=Ti(e,27),e.n=Ti(e,28),e.r=Ti(e,29),e.s=Ti(e,30),e.t=Ti(e,31),e.u=Ti(e,32),e.fb=Ti(e,33),e.A=Ti(e,34),e.C=Ti(e,35),e.D=Ti(e,36),e.F=Ti(e,37),e.G=Ti(e,38),e.I=Ti(e,39),e.J=Ti(e,40),e.L=Ti(e,41),e.M=Ti(e,42),e.N=Ti(e,43),e.O=Ti(e,44),e.P=Ti(e,45),e.X=Ti(e,46),e.Y=Ti(e,47),e.Z=Ti(e,48),e.$=Ti(e,49),e._=Ti(e,50),e.cb=Ti(e,51),e.K=Ti(e,52))}function JIn(e,t,n){var r,a,o,f,g,w,E,C,L,B,z,V,J,te,fe,Te,Me,$e,Ze,ot,St,cn,an,Bn,jn,ur;for(f=new os,ot=l(Q(n,(Nt(),Rh)),88),J=0,Ka(f,(!t.a&&(t.a=new nt(Ai,t,10,11)),t.a));f.b!=0;)C=l(f.b==0?null:(mr(f.b!=0),af(f,f.a.a)),27),E=ds(C),(qe(at(E,yg))!==qe((Ed(),E2))||qe(at(E,dv))===qe((l2(),BT))||qe(at(E,dv))===qe((l2(),PT))||Rt(Bt(at(E,f3)))||qe(at(E,g4))!==qe((Km(),c4))||qe(at(E,zb))===qe((Nf(),v3))||qe(at(E,zb))===qe((Nf(),x4))||qe(at(E,pv))===qe((p2(),WT))||qe(at(E,pv))===qe((p2(),YT)))&&!Rt(Bt(at(C,fW)))&&Hi(C,(ft(),Ki),pt(J++)),fe=!Rt(Bt(at(C,mv))),fe&&(B=(!C.a&&(C.a=new nt(Ai,C,10,11)),C.a).i!=0,V=_xn(C),z=qe(at(C,p4))===qe((rp(),A2)),ur=!P1(C,(pi(),eC))||Sut(ei(at(C,eC))),$e=null,ur&&z&&(B||V)&&($e=Pmt(C),rt($e,Rh,ot),ns($e,CB)&&NJe(new D8e(ze(Ge(Q($e,CB)))),$e),l(at(C,bv),181).gc()!=0&&(L=$e,Is(new bn(null,(!C.c&&(C.c=new nt(Hl,C,9,9)),new kn(C.c,16))),new zWe(L)),_bt(C,$e))),St=n,cn=l(cr(e.a,ds(C)),10),cn&&(St=cn.e),Me=cwt(e,C,St),$e&&(Me.e=$e,$e.e=Me,Ka(f,(!C.a&&(C.a=new nt(Ai,C,10,11)),C.a))));for(J=0,Cs(f,t,f.c.b,f.c);f.b!=0;){for(o=l(f.b==0?null:(mr(f.b!=0),af(f,f.a.a)),27),w=new or((!o.b&&(o.b=new nt(js,o,12,3)),o.b));w.e!=w.i.gc();)g=l(gr(w),74),emt(g),(qe(at(t,yg))!==qe((Ed(),E2))||qe(at(t,dv))===qe((l2(),BT))||qe(at(t,dv))===qe((l2(),PT))||Rt(Bt(at(t,f3)))||qe(at(t,g4))!==qe((Km(),c4))||qe(at(t,zb))===qe((Nf(),v3))||qe(at(t,zb))===qe((Nf(),x4))||qe(at(t,pv))===qe((p2(),WT))||qe(at(t,pv))===qe((p2(),YT)))&&Hi(g,(ft(),Ki),pt(J++)),Bn=bc(l(Oe((!g.b&&(g.b=new Ln(_r,g,4,7)),g.b),0),84)),jn=bc(l(Oe((!g.c&&(g.c=new Ln(_r,g,5,8)),g.c),0),84)),!(Rt(Bt(at(g,mv)))||Rt(Bt(at(Bn,mv)))||Rt(Bt(at(jn,mv))))&&(te=qw(g)&&Rt(Bt(at(Bn,b4)))&&Rt(Bt(at(g,gv))),Ze=o,te||Ly(jn,Bn)?Ze=Bn:Ly(Bn,jn)&&(Ze=jn),St=n,cn=l(cr(e.a,Ze),10),cn&&(St=cn.e),Te=Wke(e,g,Ze,St),rt(Te,(ft(),RLe),JCn(e,g,t,n)));if(z=qe(at(o,p4))===qe((rp(),A2)),z)for(a=new or((!o.a&&(o.a=new 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pn(lfe,0),k9t=L1e,x9t=mB,L9t=CW,D9t=CW,T9t=dde,Wxt=(rp(),A2),e9t=HL,Gxt=HL,Hxt=HL,Vxt=A2,q9t=iM,H9t=rM,R9t=rM,$9t=rM,U9t=wde,Y9t=iM,W9t=iM,h9t=(ip(),s9),d9t=s9,g9t=aM,o9t=JB,ckt=XT,ukt=k4,hkt=XT,fkt=k4,vkt=XT,wkt=k4,gkt=_1e,bkt=YK,Dkt=XT,Ikt=k4,Akt=XT,Lkt=k4,Ekt=k4,xkt=k4,Ckt=k4}function eOn(e,t,n){var r,a,o,f,g,w,E,C,L,B,z,V,J,te,fe,Te,Me,$e,Ze,ot,St,cn,an,Bn,jn,ur,oi,ws,Vl,lc,Hh,f7,P2,L0,M0,_v,h9,rm,f9,qd,_g,S3,d9,d7,Hd,Av,yp,IAt,sBe,_3,YM,lpe,g9,XM,F4,QM,hpe,OAt;for(sBe=0,oi=t,lc=0,P2=oi.length;lc0&&(e.a[qd.p]=sBe++)}for(XM=0,ws=n,Hh=0,L0=ws.length;Hh0;){for(qd=(mr(d7.b>0),l(d7.a.Xb(d7.c=--d7.b),12)),d9=0,g=new G(qd.e);g.a0&&(qd.j==(Ct(),Qn)?(e.a[qd.p]=XM,++XM):(e.a[qd.p]=XM+M0+h9,++h9))}XM+=h9}for(S3=new Pr,V=new bd,ur=t,Vl=0,f7=ur.length;VlE.b&&(E.b=Hd)):qd.i.c==IAt&&(HdE.c&&(E.c=Hd));for(nE(J,0,J.length,null),g9=We(Vr,di,28,J.length,15,1),r=We(Vr,di,28,XM+1,15,1),fe=0;fe0;)St%2>0&&(a+=hpe[St+1]),St=(St-1)/2|0,++hpe[St];for(an=We(MEt,Rn,374,J.length*2,0,1),$e=0;$e0&&GO(Vl.f),at(fe,BNe)!=null&&(g=l(at(fe,BNe),347),S3=g.Tg(fe),F5(fe,b.Math.max(fe.g,S3.a),b.Math.max(fe.f,S3.b)));if(L0=l(at(t,_2),107),z=t.g-(L0.b+L0.c),B=t.f-(L0.d+L0.a),Hd.bh("Available Child Area: ("+z+"|"+B+")"),Hi(t,Z6,z/B),sdt(t,a,r.eh(f7)),l(at(t,i9),280)==dY&&(Uke(t),F5(t,L0.b+ze(Ge(at(t,t7)))+L0.c,L0.d+ze(Ge(at(t,e7)))+L0.a)),Hd.bh("Executed layout algorithm: "+ei(at(t,eC))+" on node "+t.k),l(at(t,i9),280)==L4){if(z<0||B<0)throw ue(new Vp("The size defined by the parent parallel node is too small for the space provided by the paddings of the child hierarchical node. "+t.k));for(P1(t,t7)||P1(t,e7)||Uke(t),J=ze(Ge(at(t,t7))),V=ze(Ge(at(t,e7))),Hd.bh("Desired Child Area: ("+J+"|"+V+")"),_v=z/J,h9=B/V,M0=b.Math.min(_v,b.Math.min(h9,ze(Ge(at(t,qSt))))),Hi(t,aY,M0),Hd.bh(t.k+" -- Local Scale Factor (X|Y): ("+_v+"|"+h9+")"),$e=l(at(t,UB),21),o=0,f=0,M0<_v&&($e.Hc((Ym(),EM))?o=(z/2-J*M0/2)/M0:$e.Hc(TM)&&(o=(z-J*M0)/M0)),M0'?":vn(L4t,e)?"'(?<' or '(? toIndex: ",fEe=", toIndex: ",dEe="Index: ",gEe=", Size: ",oT="org.eclipse.elk.alg.common",ii={50:1},Jwt="org.eclipse.elk.alg.common.compaction",Zwt="Scanline/EventHandler",gg="org.eclipse.elk.alg.common.compaction.oned",e3t="CNode belongs to another CGroup.",t3t="ISpacingsHandler/1",phe="The ",bhe=" instance has been finished already.",n3t="The direction ",r3t=" is not supported by the CGraph instance.",i3t="OneDimensionalCompactor",s3t="OneDimensionalCompactor/lambda$0$Type",a3t="Quadruplet",o3t="ScanlineConstraintCalculator",c3t="ScanlineConstraintCalculator/ConstraintsScanlineHandler",u3t="ScanlineConstraintCalculator/ConstraintsScanlineHandler/lambda$0$Type",l3t="ScanlineConstraintCalculator/Timestamp",h3t="ScanlineConstraintCalculator/lambda$0$Type",Ld={178:1,46:1},mhe="org.eclipse.elk.alg.common.compaction.options",Nc="org.eclipse.elk.core.data",pEe="org.eclipse.elk.polyomino.traversalStrategy",bEe="org.eclipse.elk.polyomino.lowLevelSort",mEe="org.eclipse.elk.polyomino.highLevelSort",vEe="org.eclipse.elk.polyomino.fill",Pf={134:1},vhe="polyomino",oL="org.eclipse.elk.alg.common.networksimplex",pg={183:1,3:1,4:1},f3t="org.eclipse.elk.alg.common.nodespacing",ev="org.eclipse.elk.alg.common.nodespacing.cellsystem",cT="CENTER",d3t={217:1,336:1},wEe={3:1,4:1,5:1,603:1},Mx="LEFT",Dx="RIGHT",yEe="Vertical alignment cannot be null",xEe="BOTTOM",tG="org.eclipse.elk.alg.common.nodespacing.internal",cL="UNDEFINED",H1=.01,DP="org.eclipse.elk.alg.common.nodespacing.internal.algorithm",g3t="LabelPlacer/lambda$0$Type",p3t="LabelPlacer/lambda$1$Type",b3t="portRatioOrPosition",uT="org.eclipse.elk.alg.common.overlaps",whe="DOWN",Md="org.eclipse.elk.alg.common.polyomino",nG="NORTH",yhe="EAST",xhe="SOUTH",khe="WEST",rG="org.eclipse.elk.alg.common.polyomino.structures",kEe="Direction",Ehe="Grid is only of size ",The=". Requested point (",Che=") is out of bounds.",iG=" Given center based coordinates were (",IP="org.eclipse.elk.graph.properties",m3t="IPropertyHolder",EEe={3:1,96:1,137:1},Ix="org.eclipse.elk.alg.common.spore",v3t="org.eclipse.elk.alg.common.utils",tv={205:1},v6="org.eclipse.elk.core",w3t="Connected Components Compaction",y3t="org.eclipse.elk.alg.disco",sG="org.eclipse.elk.alg.disco.graph",She="org.eclipse.elk.alg.disco.options",TEe="CompactionStrategy",CEe="org.eclipse.elk.disco.componentCompaction.strategy",SEe="org.eclipse.elk.disco.componentCompaction.componentLayoutAlgorithm",_Ee="org.eclipse.elk.disco.debug.discoGraph",AEe="org.eclipse.elk.disco.debug.discoPolys",x3t="componentCompaction",nv="org.eclipse.elk.disco",_he="org.eclipse.elk.spacing.componentComponent",Ahe="org.eclipse.elk.edge.thickness",Ox="org.eclipse.elk.aspectRatio",Xw="org.eclipse.elk.padding",w6="org.eclipse.elk.alg.disco.transform",Lhe=1.5707963267948966,y6=17976931348623157e292,Qy={3:1,4:1,5:1,198:1},k3t={3:1,6:1,4:1,5:1,100:1,115:1},Mhe="org.eclipse.elk.alg.force",LEe="ComponentsProcessor",E3t="ComponentsProcessor/1",MEe="ElkGraphImporter/lambda$0$Type",OP="org.eclipse.elk.alg.force.graph",T3t="Component Layout",DEe="org.eclipse.elk.alg.force.model",aG="org.eclipse.elk.force.model",IEe="org.eclipse.elk.force.iterations",OEe="org.eclipse.elk.force.repulsivePower",Dhe="org.eclipse.elk.force.temperature",Dd=.001,Ihe="org.eclipse.elk.force.repulsion",uL="org.eclipse.elk.alg.force.options",lT=1.600000023841858,Yu="org.eclipse.elk.force",NP="org.eclipse.elk.priority",Jy="org.eclipse.elk.spacing.nodeNode",Ohe="org.eclipse.elk.spacing.edgeLabel",oG="org.eclipse.elk.randomSeed",lL="org.eclipse.elk.separateConnectedComponents",hL="org.eclipse.elk.interactive",Nhe="org.eclipse.elk.portConstraints",cG="org.eclipse.elk.edgeLabels.inline",fL="org.eclipse.elk.omitNodeMicroLayout",hT="org.eclipse.elk.nodeSize.fixedGraphSize",Nx="org.eclipse.elk.nodeSize.options",x6="org.eclipse.elk.nodeSize.constraints",fT="org.eclipse.elk.nodeLabels.placement",dT="org.eclipse.elk.portLabels.placement",PP="org.eclipse.elk.topdownLayout",BP="org.eclipse.elk.topdown.scaleFactor",FP="org.eclipse.elk.topdown.hierarchicalNodeWidth",RP="org.eclipse.elk.topdown.hierarchicalNodeAspectRatio",Qw="org.eclipse.elk.topdown.nodeType",NEe="origin",C3t="random",S3t="boundingBox.upLeft",_3t="boundingBox.lowRight",PEe="org.eclipse.elk.stress.fixed",BEe="org.eclipse.elk.stress.desiredEdgeLength",FEe="org.eclipse.elk.stress.dimension",REe="org.eclipse.elk.stress.epsilon",jEe="org.eclipse.elk.stress.iterationLimit",Mb="org.eclipse.elk.stress",A3t="ELK Stress",Px="org.eclipse.elk.nodeSize.minimum",uG="org.eclipse.elk.alg.force.stress",L3t="Layered layout",Bx="org.eclipse.elk.alg.layered",jP="org.eclipse.elk.alg.layered.compaction.components",dL="org.eclipse.elk.alg.layered.compaction.oned",lG="org.eclipse.elk.alg.layered.compaction.oned.algs",rv="org.eclipse.elk.alg.layered.compaction.recthull",V1="org.eclipse.elk.alg.layered.components",Id="NONE",$Ee="MODEL_ORDER",au={3:1,6:1,4:1,9:1,5:1,126:1},M3t={3:1,6:1,4:1,5:1,150:1,100:1,115:1},hG="org.eclipse.elk.alg.layered.compound",ts={47:1},Cu="org.eclipse.elk.alg.layered.graph",Phe=" -> ",D3t="Not supported by LGraph",zEe="Port side is undefined",Bhe={3:1,6:1,4:1,5:1,483:1,150:1,100:1,115:1},m2={3:1,6:1,4:1,5:1,150:1,199:1,210:1,100:1,115:1},I3t={3:1,6:1,4:1,5:1,150:1,2042:1,210:1,100:1,115:1},O3t=`([{"' \r +`,N3t=`)]}"' \r +`,P3t="The given string contains parts that cannot be parsed as numbers.",$P="org.eclipse.elk.core.math",B3t={3:1,4:1,140:1,214:1,423:1},F3t={3:1,4:1,107:1,214:1,423:1},v2="org.eclipse.elk.alg.layered.graph.transform",R3t="ElkGraphImporter",j3t="ElkGraphImporter/lambda$1$Type",$3t="ElkGraphImporter/lambda$2$Type",z3t="ElkGraphImporter/lambda$4$Type",rr="org.eclipse.elk.alg.layered.intermediate",q3t="Node margin calculation",H3t="ONE_SIDED_GREEDY_SWITCH",V3t="TWO_SIDED_GREEDY_SWITCH",Fhe="No implementation is available for the layout processor ",Rhe="IntermediateProcessorStrategy",jhe="Node '",U3t="FIRST_SEPARATE",G3t="LAST_SEPARATE",K3t="Odd port side processing",aa="org.eclipse.elk.alg.layered.intermediate.compaction",gL="org.eclipse.elk.alg.layered.intermediate.greedyswitch",bg="org.eclipse.elk.alg.layered.p3order.counting",zP={230:1},Fx="org.eclipse.elk.alg.layered.intermediate.loops",Bh="org.eclipse.elk.alg.layered.intermediate.loops.ordering",Db="org.eclipse.elk.alg.layered.intermediate.loops.routing",qEe="org.eclipse.elk.alg.layered.intermediate.preserveorder",Od="org.eclipse.elk.alg.layered.intermediate.wrapping",ou="org.eclipse.elk.alg.layered.options",$he="INTERACTIVE",HEe="GREEDY",W3t="DEPTH_FIRST",Y3t="EDGE_LENGTH",X3t="SELF_LOOPS",Q3t="firstTryWithInitialOrder",VEe="org.eclipse.elk.layered.directionCongruency",UEe="org.eclipse.elk.layered.feedbackEdges",fG="org.eclipse.elk.layered.interactiveReferencePoint",GEe="org.eclipse.elk.layered.mergeEdges",KEe="org.eclipse.elk.layered.mergeHierarchyEdges",WEe="org.eclipse.elk.layered.allowNonFlowPortsToSwitchSides",YEe="org.eclipse.elk.layered.portSortingStrategy",XEe="org.eclipse.elk.layered.thoroughness",QEe="org.eclipse.elk.layered.unnecessaryBendpoints",JEe="org.eclipse.elk.layered.generatePositionAndLayerIds",zhe="org.eclipse.elk.layered.cycleBreaking.strategy",qP="org.eclipse.elk.layered.layering.strategy",ZEe="org.eclipse.elk.layered.layering.layerConstraint",eTe="org.eclipse.elk.layered.layering.layerChoiceConstraint",tTe="org.eclipse.elk.layered.layering.layerId",qhe="org.eclipse.elk.layered.layering.minWidth.upperBoundOnWidth",Hhe="org.eclipse.elk.layered.layering.minWidth.upperLayerEstimationScalingFactor",Vhe="org.eclipse.elk.layered.layering.nodePromotion.strategy",Uhe="org.eclipse.elk.layered.layering.nodePromotion.maxIterations",Ghe="org.eclipse.elk.layered.layering.coffmanGraham.layerBound",pL="org.eclipse.elk.layered.crossingMinimization.strategy",nTe="org.eclipse.elk.layered.crossingMinimization.forceNodeModelOrder",Khe="org.eclipse.elk.layered.crossingMinimization.hierarchicalSweepiness",Whe="org.eclipse.elk.layered.crossingMinimization.semiInteractive",rTe="org.eclipse.elk.layered.crossingMinimization.inLayerPredOf",iTe="org.eclipse.elk.layered.crossingMinimization.inLayerSuccOf",sTe="org.eclipse.elk.layered.crossingMinimization.positionChoiceConstraint",aTe="org.eclipse.elk.layered.crossingMinimization.positionId",oTe="org.eclipse.elk.layered.crossingMinimization.greedySwitch.activationThreshold",Yhe="org.eclipse.elk.layered.crossingMinimization.greedySwitch.type",dG="org.eclipse.elk.layered.crossingMinimization.greedySwitchHierarchical.type",k6="org.eclipse.elk.layered.nodePlacement.strategy",gG="org.eclipse.elk.layered.nodePlacement.favorStraightEdges",Xhe="org.eclipse.elk.layered.nodePlacement.bk.edgeStraightening",Qhe="org.eclipse.elk.layered.nodePlacement.bk.fixedAlignment",Jhe="org.eclipse.elk.layered.nodePlacement.linearSegments.deflectionDampening",Zhe="org.eclipse.elk.layered.nodePlacement.networkSimplex.nodeFlexibility",efe="org.eclipse.elk.layered.nodePlacement.networkSimplex.nodeFlexibility.default",cTe="org.eclipse.elk.layered.edgeRouting.selfLoopDistribution",uTe="org.eclipse.elk.layered.edgeRouting.selfLoopOrdering",pG="org.eclipse.elk.layered.edgeRouting.splines.mode",bG="org.eclipse.elk.layered.edgeRouting.splines.sloppy.layerSpacingFactor",tfe="org.eclipse.elk.layered.edgeRouting.polyline.slopedEdgeZoneWidth",lTe="org.eclipse.elk.layered.spacing.baseValue",hTe="org.eclipse.elk.layered.spacing.edgeNodeBetweenLayers",fTe="org.eclipse.elk.layered.spacing.edgeEdgeBetweenLayers",dTe="org.eclipse.elk.layered.spacing.nodeNodeBetweenLayers",gTe="org.eclipse.elk.layered.priority.direction",pTe="org.eclipse.elk.layered.priority.shortness",bTe="org.eclipse.elk.layered.priority.straightness",nfe="org.eclipse.elk.layered.compaction.connectedComponents",mTe="org.eclipse.elk.layered.compaction.postCompaction.strategy",vTe="org.eclipse.elk.layered.compaction.postCompaction.constraints",mG="org.eclipse.elk.layered.highDegreeNodes.treatment",rfe="org.eclipse.elk.layered.highDegreeNodes.threshold",ife="org.eclipse.elk.layered.highDegreeNodes.treeHeight",fp="org.eclipse.elk.layered.wrapping.strategy",vG="org.eclipse.elk.layered.wrapping.additionalEdgeSpacing",wG="org.eclipse.elk.layered.wrapping.correctionFactor",bL="org.eclipse.elk.layered.wrapping.cutting.strategy",sfe="org.eclipse.elk.layered.wrapping.cutting.cuts",afe="org.eclipse.elk.layered.wrapping.cutting.msd.freedom",yG="org.eclipse.elk.layered.wrapping.validify.strategy",xG="org.eclipse.elk.layered.wrapping.validify.forbiddenIndices",kG="org.eclipse.elk.layered.wrapping.multiEdge.improveCuts",EG="org.eclipse.elk.layered.wrapping.multiEdge.distancePenalty",ofe="org.eclipse.elk.layered.wrapping.multiEdge.improveWrappedEdges",wTe="org.eclipse.elk.layered.edgeLabels.sideSelection",yTe="org.eclipse.elk.layered.edgeLabels.centerLabelPlacementStrategy",TG="org.eclipse.elk.layered.considerModelOrder.strategy",xTe="org.eclipse.elk.layered.considerModelOrder.portModelOrder",kTe="org.eclipse.elk.layered.considerModelOrder.noModelOrder",cfe="org.eclipse.elk.layered.considerModelOrder.components",ETe="org.eclipse.elk.layered.considerModelOrder.longEdgeStrategy",ufe="org.eclipse.elk.layered.considerModelOrder.crossingCounterNodeInfluence",lfe="org.eclipse.elk.layered.considerModelOrder.crossingCounterPortInfluence",hfe="layering",J3t="layering.minWidth",Z3t="layering.nodePromotion",gT="crossingMinimization",CG="org.eclipse.elk.hierarchyHandling",eyt="crossingMinimization.greedySwitch",tyt="nodePlacement",nyt="nodePlacement.bk",ryt="edgeRouting",HP="org.eclipse.elk.edgeRouting",U1="spacing",TTe="priority",CTe="compaction",iyt="compaction.postCompaction",syt="Specifies whether and how post-process compaction is applied.",STe="highDegreeNodes",_Te="wrapping",ayt="wrapping.cutting",oyt="wrapping.validify",ATe="wrapping.multiEdge",ffe="edgeLabels",mL="considerModelOrder",LTe="org.eclipse.elk.spacing.commentComment",MTe="org.eclipse.elk.spacing.commentNode",DTe="org.eclipse.elk.spacing.edgeEdge",dfe="org.eclipse.elk.spacing.edgeNode",ITe="org.eclipse.elk.spacing.labelLabel",OTe="org.eclipse.elk.spacing.labelPortHorizontal",NTe="org.eclipse.elk.spacing.labelPortVertical",PTe="org.eclipse.elk.spacing.labelNode",BTe="org.eclipse.elk.spacing.nodeSelfLoop",FTe="org.eclipse.elk.spacing.portPort",RTe="org.eclipse.elk.spacing.individual",jTe="org.eclipse.elk.port.borderOffset",$Te="org.eclipse.elk.noLayout",zTe="org.eclipse.elk.port.side",VP="org.eclipse.elk.debugMode",qTe="org.eclipse.elk.alignment",HTe="org.eclipse.elk.insideSelfLoops.activate",VTe="org.eclipse.elk.insideSelfLoops.yo",gfe="org.eclipse.elk.direction",UTe="org.eclipse.elk.nodeLabels.padding",GTe="org.eclipse.elk.portLabels.nextToPortIfPossible",KTe="org.eclipse.elk.portLabels.treatAsGroup",WTe="org.eclipse.elk.portAlignment.default",YTe="org.eclipse.elk.portAlignment.north",XTe="org.eclipse.elk.portAlignment.south",QTe="org.eclipse.elk.portAlignment.west",JTe="org.eclipse.elk.portAlignment.east",SG="org.eclipse.elk.contentAlignment",ZTe="org.eclipse.elk.junctionPoints",eCe="org.eclipse.elk.edgeLabels.placement",tCe="org.eclipse.elk.port.index",nCe="org.eclipse.elk.commentBox",rCe="org.eclipse.elk.hypernode",iCe="org.eclipse.elk.port.anchor",pfe="org.eclipse.elk.partitioning.activate",bfe="org.eclipse.elk.partitioning.partition",_G="org.eclipse.elk.position",sCe="org.eclipse.elk.margins",aCe="org.eclipse.elk.spacing.portsSurrounding",AG="org.eclipse.elk.interactiveLayout",Uc="org.eclipse.elk.core.util",oCe={3:1,4:1,5:1,601:1},cyt="NETWORK_SIMPLEX",cCe="SIMPLE",Uo={106:1,47:1},LG="org.eclipse.elk.alg.layered.p1cycles",dp="org.eclipse.elk.alg.layered.p2layers",uCe={413:1,230:1},uyt={846:1,3:1,4:1},Cl="org.eclipse.elk.alg.layered.p3order",Go="org.eclipse.elk.alg.layered.p4nodes",lyt={3:1,4:1,5:1,854:1},Nd=1e-5,Ib="org.eclipse.elk.alg.layered.p4nodes.bk",mfe="org.eclipse.elk.alg.layered.p5edges",i1="org.eclipse.elk.alg.layered.p5edges.orthogonal",vfe="org.eclipse.elk.alg.layered.p5edges.orthogonal.direction",wfe=1e-6,Zy="org.eclipse.elk.alg.layered.p5edges.splines",yfe=.09999999999999998,MG=1e-8,hyt=4.71238898038469,lCe=3.141592653589793,gp="org.eclipse.elk.alg.mrtree",xfe=.10000000149011612,DG="SUPER_ROOT",vL="org.eclipse.elk.alg.mrtree.graph",hCe=-17976931348623157e292,Su="org.eclipse.elk.alg.mrtree.intermediate",fyt="Processor compute fanout",IG={3:1,6:1,4:1,5:1,534:1,100:1,115:1},dyt="Set neighbors in level",UP="org.eclipse.elk.alg.mrtree.options",gyt="DESCENDANTS",fCe="org.eclipse.elk.mrtree.compaction",dCe="org.eclipse.elk.mrtree.edgeEndTextureLength",gCe="org.eclipse.elk.mrtree.treeLevel",pCe="org.eclipse.elk.mrtree.positionConstraint",bCe="org.eclipse.elk.mrtree.weighting",mCe="org.eclipse.elk.mrtree.edgeRoutingMode",vCe="org.eclipse.elk.mrtree.searchOrder",pyt="Position Constraint",Xu="org.eclipse.elk.mrtree",byt="org.eclipse.elk.tree",myt="Processor arrange level",pT="org.eclipse.elk.alg.mrtree.p2order",vh="org.eclipse.elk.alg.mrtree.p4route",wCe="org.eclipse.elk.alg.radial",iv=6.283185307179586,yCe="Before",xCe=5e-324,OG="After",kCe="org.eclipse.elk.alg.radial.intermediate",vyt="COMPACTION",kfe="org.eclipse.elk.alg.radial.intermediate.compaction",wyt={3:1,4:1,5:1,100:1},ECe="org.eclipse.elk.alg.radial.intermediate.optimization",Efe="No implementation is available for the layout option ",wL="org.eclipse.elk.alg.radial.options",TCe="org.eclipse.elk.radial.centerOnRoot",CCe="org.eclipse.elk.radial.orderId",SCe="org.eclipse.elk.radial.radius",NG="org.eclipse.elk.radial.rotate",Tfe="org.eclipse.elk.radial.compactor",Cfe="org.eclipse.elk.radial.compactionStepSize",_Ce="org.eclipse.elk.radial.sorter",ACe="org.eclipse.elk.radial.wedgeCriteria",LCe="org.eclipse.elk.radial.optimizationCriteria",Sfe="org.eclipse.elk.radial.rotation.targetAngle",_fe="org.eclipse.elk.radial.rotation.computeAdditionalWedgeSpace",MCe="org.eclipse.elk.radial.rotation.outgoingEdgeAngles",yyt="Compaction",DCe="rotation",gf="org.eclipse.elk.radial",xyt="org.eclipse.elk.alg.radial.p1position.wedge",ICe="org.eclipse.elk.alg.radial.sorting",kyt=5.497787143782138,Eyt=3.9269908169872414,Tyt=2.356194490192345,Cyt="org.eclipse.elk.alg.rectpacking",PG="org.eclipse.elk.alg.rectpacking.intermediate",Afe="org.eclipse.elk.alg.rectpacking.options",OCe="org.eclipse.elk.rectpacking.trybox",NCe="org.eclipse.elk.rectpacking.currentPosition",PCe="org.eclipse.elk.rectpacking.desiredPosition",BCe="org.eclipse.elk.rectpacking.inNewRow",FCe="org.eclipse.elk.rectpacking.widthApproximation.strategy",RCe="org.eclipse.elk.rectpacking.widthApproximation.targetWidth",jCe="org.eclipse.elk.rectpacking.widthApproximation.optimizationGoal",$Ce="org.eclipse.elk.rectpacking.widthApproximation.lastPlaceShift",zCe="org.eclipse.elk.rectpacking.packing.strategy",qCe="org.eclipse.elk.rectpacking.packing.compaction.rowHeightReevaluation",HCe="org.eclipse.elk.rectpacking.packing.compaction.iterations",VCe="org.eclipse.elk.rectpacking.whiteSpaceElimination.strategy",Lfe="widthApproximation",Syt="Compaction Strategy",_yt="packing.compaction",th="org.eclipse.elk.rectpacking",bT="org.eclipse.elk.alg.rectpacking.p1widthapproximation",BG="org.eclipse.elk.alg.rectpacking.p2packing",Ayt="No Compaction",UCe="org.eclipse.elk.alg.rectpacking.p3whitespaceelimination",GP="org.eclipse.elk.alg.rectpacking.util",FG="No implementation available for 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other."),iMe),(g2(),ps)),wLe),un((r1(),Pn))))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,UEe),""),"Feedback Edges"),"Whether feedback edges should be highlighted by routing around the nodes."),(Hn(),!1)),ya),Ns),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,fG),""),"Interactive Reference Point"),"Determines which point of a node is considered by interactive layout phases."),lMe),ps),PLe),un(Pn)))),Qs(t,fG,zhe,k9t),Qs(t,fG,pL,x9t),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,GEe),""),"Merge Edges"),"Edges that have no ports are merged so they touch the connected nodes at the same points. When this option is disabled, one port is created for each edge directly connected to a node. When it is enabled, all such incoming edges share an input port, and all outgoing edges share an output port."),!1),ya),Ns),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,KEe),""),"Merge Hierarchy-Crossing Edges"),"If hierarchical layout is active, hierarchy-crossing edges use as few hierarchical ports as possible. They are broken by the algorithm, with hierarchical ports inserted as required. Usually, one such port is created for each edge at each hierarchy crossing point. With this option set to true, we try to create as few hierarchical ports as possible in the process. In particular, all edges that form a hyperedge can share a port."),!0),ya),Ns),un(Pn)))),sn(t,new Xt(Nun(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,WEe),""),"Allow Non-Flow Ports To Switch Sides"),"Specifies whether non-flow ports may switch sides if their node's port constraints are either FIXED_SIDE or FIXED_ORDER. A non-flow port is a port on a side that is not part of the currently configured layout flow. For instance, given a left-to-right layout direction, north and south ports would be considered non-flow ports. Further note that the underlying criterium whether to switch sides or not solely relies on the minimization of edge crossings. Hence, edge length and other aesthetics criteria are not addressed."),!1),ya),Ns),un(yv)),he(le(zt,1),dt,2,6,["org.eclipse.elk.layered.northOrSouthPort"])))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,YEe),""),"Port Sorting Strategy"),"Only relevant for nodes with FIXED_SIDE port constraints. Determines the way a node's ports are distributed on the sides of a node if their order is not prescribed. The option is set on parent nodes."),vMe),ps),_De),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,XEe),""),"Thoroughness"),"How much effort should be spent to produce a nice layout."),pt(7)),Tc),ro),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,QEe),""),"Add Unnecessary Bendpoints"),"Adds bend points even if an edge does not change direction. If true, each long edge dummy will contribute a bend point to its edges and hierarchy-crossing edges will always get a bend point where they cross hierarchy boundaries. By default, bend points are only added where an edge changes direction."),!1),ya),Ns),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,JEe),""),"Generate Position and Layer IDs"),"If enabled position id and layer id are generated, which are usually only used internally when setting the interactiveLayout option. This option should be specified on the root node."),!1),ya),Ns),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,zhe),"cycleBreaking"),"Cycle Breaking Strategy"),"Strategy for cycle breaking. Cycle breaking looks for cycles in the graph and determines which edges to reverse to break the cycles. Reversed edges will end up pointing to the opposite direction of regular edges (that is, reversed edges will point left if edges usually point right)."),rMe),ps),mLe),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,qP),hfe),"Node Layering Strategy"),"Strategy for node layering."),dMe),ps),pDe),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,ZEe),hfe),"Layer Constraint"),"Determines a constraint on the placement of the node regarding the layering."),hMe),ps),WLe),un(ha)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,eTe),hfe),"Layer Choice Constraint"),"Allows to set a constraint regarding the layer placement of a node. Let i be the value of teh constraint. Assumed the drawing has n layers and i < n. If set to i, it expresses that the node should be placed in i-th layer. Should i>=n be true then the node is placed in the last layer of the drawing. Note that this option is not part of any of ELK Layered's default configurations but is only evaluated as part of the `InteractiveLayeredGraphVisitor`, which must be applied manually or used via the `DiagramLayoutEngine."),null),Tc),ro),un(ha)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,tTe),hfe),"Layer ID"),"Layer identifier that was calculated by ELK Layered for a node. This is only generated if interactiveLayot or generatePositionAndLayerIds is set."),pt(-1)),Tc),ro),un(ha)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,qhe),J3t),"Upper Bound On Width [MinWidth Layerer]"),"Defines a loose upper bound on the width of the MinWidth layerer. If set to '-1' multiple values are tested and the best result is selected."),pt(4)),Tc),ro),un(Pn)))),Qs(t,qhe,qP,L9t),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,Hhe),J3t),"Upper Layer Estimation Scaling Factor [MinWidth Layerer]"),"Multiplied with Upper Bound On Width for defining an upper bound on the width of layers which haven't been determined yet, but whose maximum width had been (roughly) estimated by the MinWidth algorithm. Compensates for too high estimations. If set to '-1' multiple values are tested and the best result is selected."),pt(2)),Tc),ro),un(Pn)))),Qs(t,Hhe,qP,D9t),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,Vhe),Z3t),"Node Promotion Strategy"),"Reduces number of dummy nodes after layering phase (if possible)."),fMe),ps),TDe),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,Uhe),Z3t),"Max Node Promotion Iterations"),"Limits the number of iterations for node promotion."),pt(0)),Tc),ro),un(Pn)))),Qs(t,Uhe,Vhe,null),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,Ghe),"layering.coffmanGraham"),"Layer Bound"),"The maximum number of nodes allowed per layer."),pt(Ii)),Tc),ro),un(Pn)))),Qs(t,Ghe,qP,T9t),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,pL),gT),"Crossing Minimization Strategy"),"Strategy for crossing minimization."),nMe),ps),dLe),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,nTe),gT),"Force Node Model Order"),"The node order given by the model does not change to produce a better layout. E.g. if node A is before node B in the model this is not changed during crossing minimization. This assumes that the node model order is already respected before crossing minimization. This can be achieved by setting considerModelOrder.strategy to NODES_AND_EDGES."),!1),ya),Ns),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,Khe),gT),"Hierarchical Sweepiness"),"How likely it is to use cross-hierarchy (1) vs bottom-up (-1)."),.1),fo),ta),un(Pn)))),Qs(t,Khe,CG,Wxt),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,Whe),gT),"Semi-Interactive Crossing Minimization"),"Preserves the order of nodes within a layer but still minimizes crossings between edges connecting long edge dummies. Derives the desired order from positions specified by the 'org.eclipse.elk.position' layout option. Requires a crossing minimization strategy that is able to process 'in-layer' constraints."),!1),ya),Ns),un(Pn)))),Qs(t,Whe,pL,e9t),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,rTe),gT),"In Layer Predecessor of"),"Allows to set a constraint which specifies of which node the current node is the predecessor. If set to 's' then the node is the predecessor of 's' and is in the same layer"),null),J6),zt),un(ha)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,iTe),gT),"In Layer Successor of"),"Allows to set a constraint which specifies of which node the current node is the successor. If set to 's' then the node is the successor of 's' and is in the same layer"),null),J6),zt),un(ha)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,sTe),gT),"Position Choice Constraint"),"Allows to set a constraint regarding the position placement of a node in a layer. Assumed the layer in which the node placed includes n other nodes and i < n. If set to i, it expresses that the node should be placed at the i-th position. Should i>=n be true then the node is placed at the last position in the layer. Note that this option is not part of any of ELK Layered's default configurations but is only evaluated as part of the `InteractiveLayeredGraphVisitor`, which must be applied manually or used via the `DiagramLayoutEngine."),null),Tc),ro),un(ha)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,aTe),gT),"Position ID"),"Position within a layer that was determined by ELK Layered for a node. This is only generated if interactiveLayot or generatePositionAndLayerIds is set."),pt(-1)),Tc),ro),un(ha)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,oTe),eyt),"Greedy Switch Activation Threshold"),"By default it is decided automatically if the greedy switch is activated or not. The decision is based on whether the size of the input graph (without dummy nodes) is smaller than the value of this option. A '0' enforces the activation."),pt(40)),Tc),ro),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,Yhe),eyt),"Greedy Switch Crossing Minimization"),"Greedy Switch strategy for crossing minimization. The greedy switch heuristic is executed after the regular crossing minimization as a post-processor. Note that if 'hierarchyHandling' is set to 'INCLUDE_CHILDREN', the 'greedySwitchHierarchical.type' option must be used."),tMe),ps),$1e),un(Pn)))),Qs(t,Yhe,pL,Gxt),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,dG),"crossingMinimization.greedySwitchHierarchical"),"Greedy Switch Crossing Minimization (hierarchical)"),"Activates the greedy switch heuristic in case hierarchical layout is used. The differences to the non-hierarchical case (see 'greedySwitch.type') are: 1) greedy switch is inactive by default, 3) only the option value set on the node at which hierarchical layout starts is relevant, and 2) if it's activated by the user, it properly addresses hierarchy-crossing edges."),eMe),ps),$1e),un(Pn)))),Qs(t,dG,pL,Hxt),Qs(t,dG,CG,Vxt),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,k6),tyt),"Node Placement Strategy"),"Strategy for node placement."),mMe),ps),wDe),un(Pn)))),sn(t,new Xt(nn(tn(rn(Qt(en(Jt(Zt(new Ut,gG),tyt),"Favor Straight Edges Over Balancing"),"Favor straight edges over a balanced node placement. The default behavior is determined automatically based on the used 'edgeRouting'. For an orthogonal style it is set to true, for all other styles to false."),ya),Ns),un(Pn)))),Qs(t,gG,k6,q9t),Qs(t,gG,k6,H9t),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,Xhe),nyt),"BK Edge Straightening"),"Specifies whether the Brandes Koepf node placer tries to increase the number of straight edges at the expense of diagram size. There is a subtle difference to the 'favorStraightEdges' option, which decides whether a balanced placement of the nodes is desired, or not. In bk terms this means combining the four alignments into a single balanced one, or not. This option on the other hand tries to straighten additional edges during the creation of each of the four alignments."),gMe),ps),kLe),un(Pn)))),Qs(t,Xhe,k6,R9t),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,Qhe),nyt),"BK Fixed Alignment"),"Tells the BK node placer to use a certain alignment (out of its four) instead of the one producing the smallest height, or the combination of all four."),pMe),ps),_Le),un(Pn)))),Qs(t,Qhe,k6,$9t),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,Jhe),"nodePlacement.linearSegments"),"Linear Segments Deflection Dampening"),"Dampens the movement of nodes to keep the diagram from getting too large."),.3),fo),ta),un(Pn)))),Qs(t,Jhe,k6,U9t),sn(t,new Xt(nn(tn(rn(Qt(en(Jt(Zt(new Ut,Zhe),"nodePlacement.networkSimplex"),"Node Flexibility"),"Aims at shorter and straighter edges. Two configurations are possible: (a) allow ports to move freely on the side they are assigned to (the order is always defined beforehand), (b) additionally allow to enlarge a node wherever it helps. If this option is not configured for a node, the 'nodeFlexibility.default' value is used, which is specified for the node's parent."),ps),mde),un(ha)))),Qs(t,Zhe,k6,Y9t),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,efe),"nodePlacement.networkSimplex.nodeFlexibility"),"Node Flexibility Default"),"Default value of the 'nodeFlexibility' option for the children of a hierarchical node."),bMe),ps),mde),un(Pn)))),Qs(t,efe,k6,W9t),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,cTe),ryt),"Self-Loop Distribution"),"Alter the distribution of the loops around the node. It only takes effect for PortConstraints.FREE."),oMe),ps),MDe),un(ha)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,uTe),ryt),"Self-Loop Ordering"),"Alter the ordering of the loops they can either be stacked or sequenced. It only takes effect for PortConstraints.FREE."),cMe),ps),DDe),un(ha)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,pG),"edgeRouting.splines"),"Spline Routing Mode"),"Specifies the way control points are assembled for each individual edge. CONSERVATIVE ensures that edges are properly routed around the nodes but feels rather orthogonal at times. SLOPPY uses fewer control points to obtain curvier edge routes but may result in edges overlapping nodes."),uMe),ps),ODe),un(Pn)))),Qs(t,pG,HP,h9t),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,bG),"edgeRouting.splines.sloppy"),"Sloppy Spline Layer Spacing Factor"),"Spacing factor for routing area between layers when using sloppy spline routing."),.2),fo),ta),un(Pn)))),Qs(t,bG,HP,d9t),Qs(t,bG,pG,g9t),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,tfe),"edgeRouting.polyline"),"Sloped Edge Zone Width"),"Width of the strip to the left and to the right of each layer where the polyline edge router is allowed to refrain from ensuring that edges are routed horizontally. This prevents awkward bend points for nodes that extent almost to the edge of their layer."),2),fo),ta),un(Pn)))),Qs(t,tfe,HP,o9t),sn(t,new Xt(nn(tn(rn(Qt(en(Jt(Zt(new Ut,lTe),U1),"Spacing Base Value"),"An optional base value for all other layout options of the 'spacing' group. It can be used to conveniently alter the overall 'spaciousness' of the drawing. Whenever an explicit value is set for the other layout options, this base value will have no effect. The base value is not inherited, i.e. it must be set for each hierarchical node."),fo),ta),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,hTe),U1),"Edge Node Between Layers Spacing"),"The spacing to be preserved between nodes and edges that are routed next to the node's layer. For the spacing between nodes and edges that cross the node's layer 'spacing.edgeNode' is used."),10),fo),ta),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,fTe),U1),"Edge Edge Between Layer Spacing"),"Spacing to be preserved between pairs of edges that are routed between the same pair of layers. Note that 'spacing.edgeEdge' is used for the spacing between pairs of edges crossing the same layer."),10),fo),ta),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,dTe),U1),"Node Node Between Layers Spacing"),"The spacing to be preserved between any pair of nodes of two adjacent layers. Note that 'spacing.nodeNode' is used for the spacing between nodes within the layer itself."),20),fo),ta),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,gTe),TTe),"Direction Priority"),"Defines how important it is to have a certain edge point into the direction of the overall layout. This option is evaluated during the cycle breaking phase."),pt(0)),Tc),ro),un(zd)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,pTe),TTe),"Shortness Priority"),"Defines how important it is to keep an edge as short as possible. This option is evaluated during the layering phase."),pt(0)),Tc),ro),un(zd)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,bTe),TTe),"Straightness Priority"),"Defines how important it is to keep an edge straight, i.e. aligned with one of the two axes. This option is evaluated during node placement."),pt(0)),Tc),ro),un(zd)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,nfe),CTe),w3t),"Tries to further compact components (disconnected sub-graphs)."),!1),ya),Ns),un(Pn)))),Qs(t,nfe,lL,!0),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,mTe),iyt),"Post Compaction Strategy"),syt),XLe),ps),OLe),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,vTe),iyt),"Post Compaction Constraint Calculation"),syt),YLe),ps),hLe),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,mG),STe),"High Degree Node Treatment"),"Makes room around high degree nodes to place leafs and trees."),!1),ya),Ns),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,rfe),STe),"High Degree Node Threshold"),"Whether a node is considered to have a high degree."),pt(16)),Tc),ro),un(Pn)))),Qs(t,rfe,mG,!0),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,ife),STe),"High Degree Node Maximum Tree Height"),"Maximum height of a subtree connected to a high degree node to be moved to separate layers."),pt(5)),Tc),ro),un(Pn)))),Qs(t,ife,mG,!0),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,fp),_Te),"Graph Wrapping Strategy"),"For certain graphs and certain prescribed drawing areas it may be desirable to split the laid out graph into chunks that are placed side by side. The edges that connect different chunks are 'wrapped' around from the end of one chunk to the start of the other chunk. The points between the chunks are referred to as 'cuts'."),xMe),ps),FDe),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,vG),_Te),"Additional Wrapped Edges Spacing"),"To visually separate edges that are wrapped from regularly routed edges an additional spacing value can be specified in form of this layout option. The spacing is added to the regular edgeNode spacing."),10),fo),ta),un(Pn)))),Qs(t,vG,fp,ckt),Qs(t,vG,fp,ukt),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,wG),_Te),"Correction Factor for Wrapping"),"At times and for certain types of graphs the executed wrapping may produce results that are consistently biased in the same fashion: either wrapping to often or to rarely. This factor can be used to correct the bias. Internally, it is simply multiplied with the 'aspect ratio' layout option."),1),fo),ta),un(Pn)))),Qs(t,wG,fp,hkt),Qs(t,wG,fp,fkt),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,bL),ayt),"Cutting Strategy"),"The strategy by which the layer indexes are determined at which the layering crumbles into chunks."),yMe),ps),pLe),un(Pn)))),Qs(t,bL,fp,vkt),Qs(t,bL,fp,wkt),sn(t,new Xt(nn(tn(rn(Qt(en(Jt(Zt(new Ut,sfe),ayt),"Manually Specified Cuts"),"Allows the user to specify her own cuts for a certain graph."),X1),mf),un(Pn)))),Qs(t,sfe,bL,gkt),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,afe),"wrapping.cutting.msd"),"MSD Freedom"),"The MSD cutting strategy starts with an initial guess on the number of chunks the graph should be split into. The freedom specifies how much the strategy may deviate from this guess. E.g. if an initial number of 3 is computed, a freedom of 1 allows 2, 3, and 4 cuts."),wMe),Tc),ro),un(Pn)))),Qs(t,afe,bL,bkt),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,yG),oyt),"Validification Strategy"),"When wrapping graphs, one can specify indices that are not allowed as split points. The validification strategy makes sure every computed split point is allowed."),kMe),ps),BDe),un(Pn)))),Qs(t,yG,fp,Dkt),Qs(t,yG,fp,Ikt),sn(t,new Xt(nn(tn(rn(Qt(en(Jt(Zt(new Ut,xG),oyt),"Valid Indices for Wrapping"),null),X1),mf),un(Pn)))),Qs(t,xG,fp,Akt),Qs(t,xG,fp,Lkt),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,kG),ATe),"Improve Cuts"),"For general graphs it is important that not too many edges wrap backwards. Thus a compromise between evenly-distributed cuts and the total number of cut edges is sought."),!0),ya),Ns),un(Pn)))),Qs(t,kG,fp,Ekt),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,EG),ATe),"Distance Penalty When Improving Cuts"),null),2),fo),ta),un(Pn)))),Qs(t,EG,fp,xkt),Qs(t,EG,kG,!0),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,ofe),ATe),"Improve Wrapped Edges"),"The initial wrapping is performed in a very simple way. As a consequence, edges that wrap from one chunk to another may be unnecessarily long. Activating this option tries to shorten such edges."),!0),ya),Ns),un(Pn)))),Qs(t,ofe,fp,Ckt),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,wTe),ffe),"Edge Label Side Selection"),"Method to decide on edge label sides."),aMe),ps),yLe),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,yTe),ffe),"Edge Center Label Placement Strategy"),"Determines in which layer center labels of long edges should be placed."),sMe),ps),NT),rs(Pn,he(le(xg,1),it,170,0,[S2]))))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,TG),mL),"Consider Model Order"),"Preserves the order of nodes and edges in the model file if this does not lead to additional edge crossings. Depending on the strategy this is not always possible since the node and edge order might be conflicting."),ZLe),ps),SDe),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,xTe),mL),"Consider Port Order"),"If disabled the port order of output ports is derived from the edge order and input ports are ordered by their incoming connections. If enabled all ports are ordered by the port model order."),!1),ya),Ns),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,kTe),mL),"No Model Order"),"Set on a node to not set a model order for this node even though it is a real node."),!1),ya),Ns),un(ha)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,cfe),mL),"Consider Model Order for Components"),"If set to NONE the usual ordering strategy (by cumulative node priority and size of nodes) is used. INSIDE_PORT_SIDES orders the components with external ports only inside the groups with the same port side. FORCE_MODEL_ORDER enforces the mode order on components. This option might produce bad alignments and sub optimal drawings in terms of used area since the ordering should be respected."),QLe),ps),mAe),un(Pn)))),Qs(t,cfe,lL,null),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,ETe),mL),"Long Edge Ordering Strategy"),"Indicates whether long edges are sorted under, over, or equal to nodes that have no connection to a previous layer in a left-to-right or right-to-left layout. Under and over changes to right and left in a vertical layout."),JLe),ps),mDe),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,ufe),mL),"Crossing Counter Node Order Influence"),"Indicates with what percentage (1 for 100%) violations of the node model order are weighted against the crossings e.g. a value of 0.5 means two model order violations are as important as on edge crossing. This allows some edge crossings in favor of preserving the model order. It is advised to set this value to a very small positive value (e.g. 0.001) to have minimal crossing and a optimal node order. Defaults to no influence (0)."),0),fo),ta),un(Pn)))),Qs(t,ufe,TG,null),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,lfe),mL),"Crossing Counter Port Order Influence"),"Indicates with what percentage (1 for 100%) violations of the port model order are weighted against the crossings e.g. a value of 0.5 means two model order violations are as important as on edge crossing. This allows some edge crossings in favor of preserving the model order. It is advised to set this value to a very small positive value (e.g. 0.001) to have minimal crossing and a optimal port order. 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This is used to mark parts of a diagram to avoid their inclusion in the layout graph, or to mark parts of the layout graph to prevent layout engines from processing them. If you wish to exclude the contents of a compound node from automatic layout, while the node itself is still considered on its own layer, use the 'Fixed Layout' algorithm for that node."),!1),ya),Ns),rs(ha,he(le(xg,1),it,170,0,[zd,yv,S2]))))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,Ryt),""),"Scale Factor"),"The scaling factor to be applied to the corresponding node in recursive layout. It causes the corresponding node's size to be adjusted, and its ports and labels to be sized and placed accordingly after the layout of that node has been determined (and before the node itself and its siblings are arranged). The scaling is not reverted afterwards, so the resulting layout graph contains the adjusted size and position data. This option is currently not supported if 'Layout Hierarchy' is set."),1),fo),ta),un(ha)))),sn(t,new Xt(nn(tn(rn(Qt(en(Jt(Zt(new Ut,jyt),""),"Child Area Width"),"The width of the area occupied by the laid out children of a node."),fo),ta),un(Pn)))),sn(t,new Xt(nn(tn(rn(Qt(en(Jt(Zt(new Ut,$yt),""),"Child Area Height"),"The height of the area occupied by the laid out children of a node."),fo),ta),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,PP),""),Dyt),"Turns topdown layout on and off. If this option is enabled, hierarchical layout will be computed first for the root node and then for its children recursively. Layouts are then scaled down to fit the area provided by their parents. Graphs must follow a certain structure for topdown layout to work properly. {@link TopdownNodeTypes.PARALLEL_NODE} nodes must have children of type {@link TopdownNodeTypes.HIERARCHICAL_NODE} and must define {@link topdown.hierarchicalNodeWidth} and {@link topdown.hierarchicalNodeAspectRatio} for their children. Furthermore they need to be laid out using an algorithm that is a {@link TopdownLayoutProvider}. Hierarchical nodes can also be parents of other hierarchical nodes and can optionally use a {@link TopdownSizeApproximator} to dynamically set sizes during topdown layout. In this case {@link topdown.hierarchicalNodeWidth} and {@link topdown.hierarchicalNodeAspectRatio} should be set on the node itself rather than the parent. The values are then used by the size approximator as base values. Hierarchical nodes require the layout option {@link nodeSize.fixedGraphSize} to be true to prevent the algorithm used there from resizing the hierarchical node. This option is not supported if 'Hierarchy Handling' is set to 'INCLUDE_CHILDREN'"),!1),ya),Ns),un(Pn)))),Qs(t,PP,Qw,null),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,zyt),""),"Animate"),"Whether the shift from the old layout to the new computed layout shall be animated."),!0),ya),Ns),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,qyt),""),"Animation Time Factor"),"Factor for computation of animation time. The higher the value, the longer the animation time. If the value is 0, the resulting time is always equal to the minimum defined by 'Minimal Animation Time'."),pt(100)),Tc),ro),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,Hyt),""),"Layout Ancestors"),"Whether the hierarchy levels on the path from the selected element to the root of the diagram shall be included in the layout process."),!1),ya),Ns),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,Vyt),""),"Maximal Animation Time"),"The maximal time for animations, in milliseconds."),pt(4e3)),Tc),ro),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,Uyt),""),"Minimal Animation Time"),"The minimal time for animations, in milliseconds."),pt(400)),Tc),ro),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,Gyt),""),"Progress Bar"),"Whether a progress bar shall be displayed during layout computations."),!1),ya),Ns),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,Kyt),""),"Validate Graph"),"Whether the graph shall be validated before any layout algorithm is applied. If this option is enabled and at least one error is found, the layout process is aborted and a message is shown to the user."),!1),ya),Ns),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,Wyt),""),"Validate Options"),"Whether layout options shall be validated before any layout algorithm is applied. If this option is enabled and at least one error is found, the layout process is aborted and a message is shown to the user."),!0),ya),Ns),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,Yyt),""),"Zoom to Fit"),"Whether the zoom level shall be set to view the whole diagram after layout."),!1),ya),Ns),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,eSe),"box"),"Box Layout Mode"),"Configures the packing mode used by the {@link BoxLayoutProvider}. If SIMPLE is not required (neither priorities are used nor the interactive mode), GROUP_DEC can improve the packing and decrease the area. GROUP_MIXED and GROUP_INC may, in very specific scenarios, work better."),tNe),ps),cPe),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,LTe),U1),"Comment Comment Spacing"),"Spacing to be preserved between a comment box and other comment boxes connected to the same node. The space left between comment boxes of different nodes is controlled by the node-node spacing."),10),fo),ta),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,MTe),U1),"Comment Node Spacing"),"Spacing to be preserved between a node and its connected comment boxes. The space left between a node and the comments of another node is controlled by the node-node spacing."),10),fo),ta),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,_he),U1),"Components Spacing"),"Spacing to be preserved between pairs of connected components. This option is only relevant if 'separateConnectedComponents' is activated."),20),fo),ta),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,DTe),U1),"Edge Spacing"),"Spacing to be preserved between any two edges. Note that while this can somewhat easily be satisfied for the segments of orthogonally drawn edges, it is harder for general polylines or splines."),10),fo),ta),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,Ohe),U1),"Edge Label Spacing"),"The minimal distance to be preserved between a label and the edge it is associated with. Note that the placement of a label is influenced by the 'edgelabels.placement' option."),2),fo),ta),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,dfe),U1),"Edge Node Spacing"),"Spacing to be preserved between nodes and edges."),10),fo),ta),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,ITe),U1),"Label Spacing"),"Determines the amount of space to be left between two labels of the same graph element."),0),fo),ta),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,PTe),U1),"Label Node Spacing"),"Spacing to be preserved between labels and the border of node they are associated with. Note that the placement of a label is influenced by the 'nodelabels.placement' option."),5),fo),ta),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,OTe),U1),"Horizontal spacing between Label and Port"),"Horizontal spacing to be preserved between labels and the ports they are associated with. Note that the placement of a label is influenced by the 'portlabels.placement' option."),1),fo),ta),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,NTe),U1),"Vertical spacing between Label and Port"),"Vertical spacing to be preserved between labels and the ports they are associated with. Note that the placement of a label is influenced by the 'portlabels.placement' option."),1),fo),ta),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,Jy),U1),"Node Spacing"),"The minimal distance to be preserved between each two nodes."),20),fo),ta),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,BTe),U1),"Node Self Loop Spacing"),"Spacing to be preserved between a node and its self loops."),10),fo),ta),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,FTe),U1),"Port Spacing"),"Spacing between pairs of ports of the same node."),10),fo),ta),rs(Pn,he(le(xg,1),it,170,0,[ha]))))),sn(t,new Xt(nn(tn(rn(Qt(en(Jt(Zt(new Ut,RTe),U1),"Individual Spacing"),"Allows to specify individual spacing values for graph elements that shall be different from the value specified for the element's parent."),X1),g_t),rs(ha,he(le(xg,1),it,170,0,[zd,yv,S2]))))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,aCe),U1),"Additional Port Space"),"Additional space around the sets of ports on each node side. For each side of a node, this option can reserve additional space before and after the ports on each side. For example, a top spacing of 20 makes sure that the first port on the western and eastern side is 20 units away from the northern border."),NNe),X1),vAe),un(Pn)))),sn(t,new Xt(nn(tn(rn(Qt(en(Jt(Zt(new Ut,bfe),Jyt),"Layout Partition"),"Partition to which the node belongs. This requires Layout Partitioning to be active. Nodes with lower partition IDs will appear to the left of nodes with higher partition IDs (assuming a left-to-right layout direction)."),Tc),ro),rs(Pn,he(le(xg,1),it,170,0,[ha]))))),Qs(t,bfe,pfe,BSt),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,pfe),Jyt),"Layout Partitioning"),"Whether to activate partitioned layout. This will allow to group nodes through the Layout Partition option. a pair of nodes with different partition indices is then placed such that the node with lower index is placed to the left of the other node (with left-to-right layout direction). Depending on the layout algorithm, this may only be guaranteed to work if all nodes have a layout partition configured, or at least if edges that cross partitions are not part of a partition-crossing cycle."),wNe),ya),Ns),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,UTe),Zyt),"Node Label Padding"),"Define padding for node labels that are placed inside of a node."),dNe),X1),wAe),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,fT),Zyt),"Node Label Placement"),"Hints for where node labels are to be placed; if empty, the node label's position is not modified."),gNe),t9),Ko),rs(ha,he(le(xg,1),it,170,0,[S2]))))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,WTe),RG),"Port Alignment"),"Defines the default port distribution for a node. May be overridden for each side individually."),xNe),ps),OM),un(ha)))),sn(t,new Xt(nn(tn(rn(Qt(en(Jt(Zt(new Ut,YTe),RG),"Port Alignment (North)"),"Defines how ports on the northern side are placed, overriding the node's general port alignment."),ps),OM),un(ha)))),sn(t,new Xt(nn(tn(rn(Qt(en(Jt(Zt(new Ut,XTe),RG),"Port Alignment (South)"),"Defines how ports on the southern side are placed, overriding the node's general port alignment."),ps),OM),un(ha)))),sn(t,new Xt(nn(tn(rn(Qt(en(Jt(Zt(new Ut,QTe),RG),"Port Alignment (West)"),"Defines how ports on the western side are placed, overriding the node's general port alignment."),ps),OM),un(ha)))),sn(t,new Xt(nn(tn(rn(Qt(en(Jt(Zt(new Ut,JTe),RG),"Port Alignment (East)"),"Defines how ports on the eastern side are placed, overriding the node's general port alignment."),ps),OM),un(ha)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,x6),Rfe),"Node Size Constraints"),"What should be taken into account when calculating a node's size. Empty size constraints specify that a node's size is already fixed and should not be changed."),pNe),t9),BM),un(ha)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,Nx),Rfe),"Node Size Options"),"Options modifying the behavior of the size constraints set on a node. Each member of the set specifies something that should be taken into account when calculating node sizes. The empty set corresponds to no further modifications."),mNe),t9),ePe),un(ha)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,Px),Rfe),"Node Size Minimum"),"The minimal size to which a node can be reduced."),bNe),X1),Ea),un(ha)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,hT),Rfe),"Fixed Graph Size"),"By default, the fixed layout provider will enlarge a graph until it is large enough to contain its children. If this option is set, it won't do so."),!1),ya),Ns),un(Pn)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,eCe),ffe),"Edge Label Placement"),"Gives a hint on where to put edge labels."),iNe),ps),FNe),un(S2)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,cG),ffe),"Inline Edge Labels"),"If true, an edge label is placed directly on its edge. May only apply to center edge labels. This kind of label placement is only advisable if the label's rendering is such that it is not crossed by its edge and thus stays legible."),!1),ya),Ns),un(S2)))),sn(t,new Xt(nn(tn(rn(Qt(en(Jt(Zt(new Ut,aOn),"font"),"Font Name"),"Font name used for a label."),J6),zt),un(S2)))),sn(t,new Xt(nn(tn(rn(Qt(en(Jt(Zt(new Ut,Xyt),"font"),"Font Size"),"Font size used for a label."),Tc),ro),un(S2)))),sn(t,new Xt(nn(tn(rn(Qt(en(Jt(Zt(new Ut,iCe),jfe),"Port Anchor Offset"),"The offset to the port position where connections shall be attached."),X1),Ea),un(yv)))),sn(t,new Xt(nn(tn(rn(Qt(en(Jt(Zt(new Ut,tCe),jfe),"Port Index"),"The index of a port in the fixed order around a node. The order is assumed as clockwise, starting with the leftmost port on the top side. This option must be set if 'Port Constraints' is set to FIXED_ORDER and no specific positions are given for the ports. Additionally, the option 'Port Side' must be defined in this case."),Tc),ro),un(yv)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,zTe),jfe),"Port Side"),"The side of a node on which a port is situated. This option must be set if 'Port Constraints' is set to FIXED_SIDE or FIXED_ORDER and no specific positions are given for the ports."),SNe),ps),Oo),un(yv)))),sn(t,new Xt(nn(tn(rn(Qt(en(Jt(Zt(new Ut,jTe),jfe),"Port Border Offset"),"The offset of ports on the node border. With a positive offset the port is moved outside of the node, while with a negative offset the port is moved towards the inside. An offset of 0 means that the port is placed directly on the node border, i.e. if the port side is north, the port's south border touches the nodes's north border; if the port side is east, the port's west border touches the nodes's east border; if the port side is south, the port's north border touches the node's south border; if the port side is west, the port's east border touches the node's west border."),fo),ta),un(yv)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,dT),iSe),"Port Label Placement"),"Decides on a placement method for port labels; if empty, the node label's position is not modified."),TNe),t9),cY),un(ha)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,GTe),iSe),"Port Labels Next to Port"),"Use 'portLabels.placement': NEXT_TO_PORT_OF_POSSIBLE."),!1),ya),Ns),un(ha)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,KTe),iSe),"Treat Port Labels as Group"),"If this option is true (default), the labels of a port will be treated as a group when it comes to centering them next to their port. If this option is false, only the first label will be centered next to the port, with the others being placed below. This only applies to labels of eastern and western ports and will have no effect if labels are not placed next to their port."),!0),ya),Ns),un(ha)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,BP),KP),"Topdown Scale Factor"),"The scaling factor to be applied to the nodes laid out within the node in recursive topdown layout. The difference to 'Scale Factor' is that the node itself is not scaled. This value has to be set on hierarchical nodes."),1),fo),ta),un(Pn)))),Qs(t,BP,Qw,VSt),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,nSe),KP),"Topdown Size Approximator"),"The size approximator to be used to set sizes of hierarchical nodes during topdown layout. The default value is null, which results in nodes keeping whatever size is defined for them e.g. through parent parallel node or by manually setting the size."),null),ps),gY),un(ha)))),Qs(t,nSe,Qw,USt),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,FP),KP),"Topdown Hierarchical Node Width"),"The fixed size of a hierarchical node when using topdown layout. If this value is set on a parallel node it applies to its children, when set on a hierarchical node it applies to the node itself."),150),fo),ta),rs(Pn,he(le(xg,1),it,170,0,[ha]))))),Qs(t,FP,Qw,null),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,RP),KP),"Topdown Hierarchical Node Aspect Ratio"),"The fixed aspect ratio of a hierarchical node when using topdown layout. Default is 1/sqrt(2). If this value is set on a parallel node it applies to its children, when set on a hierarchical node it applies to the node itself."),1.414),fo),ta),rs(Pn,he(le(xg,1),it,170,0,[ha]))))),Qs(t,RP,Qw,null),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,Qw),KP),"Topdown Node Type"),"The different node types used for topdown layout. If the node type is set to {@link TopdownNodeTypes.PARALLEL_NODE} the algorithm must be set to a {@link TopdownLayoutProvider} such as {@link TopdownPacking}. The {@link nodeSize.fixedGraphSize} option is technically only required for hierarchical nodes."),null),ps),nPe),un(ha)))),Qs(t,Qw,hT,null),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,rSe),KP),"Topdown Scale Cap"),"Determines the upper limit for the topdown scale factor. The default value is 1.0 which ensures that nested children never end up appearing larger than their parents in terms of unit sizes such as the font size. If the limit is larger, nodes will fully utilize the available space, but it is counteriniuitive for inner nodes to have a larger scale than outer nodes."),1),fo),ta),un(Pn)))),Qs(t,rSe,Qw,HSt),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,HTe),e4t),"Activate Inside Self Loops"),"Whether this node allows to route self loops inside of it instead of around it. If set to true, this will make the node a compound node if it isn't already, and will require the layout algorithm to support compound nodes with hierarchical ports."),!1),ya),Ns),un(ha)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,VTe),e4t),"Inside Self Loop"),"Whether a self loop should be routed inside a node instead of around that node."),!1),ya),Ns),un(zd)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,Ahe),"edge"),"Edge Thickness"),"The thickness of an edge. This is a hint on the line width used to draw an edge, possibly requiring more space to be reserved for it."),1),fo),ta),un(zd)))),sn(t,new Xt(nn(tn(rn(yn(Qt(en(Jt(Zt(new Ut,Qyt),"edge"),"Edge Type"),"The type of an edge. This is usually used for UML class diagrams, where associations must be handled differently from generalizations."),cNe),ps),HNe),un(zd)))),m_(t,new nx(f_(Ck(Tk(new ny,sr),"Layered"),'The layer-based method was introduced by Sugiyama, Tagawa and Toda in 1981. It emphasizes the direction of edges by pointing as many edges as possible into the same direction. The nodes are arranged in layers, which are sometimes called "hierarchies", and then reordered such that the number of edge crossings is minimized. Afterwards, concrete coordinates are computed for the nodes and edge bend points.'))),m_(t,new nx(f_(Ck(Tk(new ny,"org.eclipse.elk.orthogonal"),"Orthogonal"),`Orthogonal methods that follow the "topology-shape-metrics" approach by Batini, Nardelli and Tamassia '86. The first phase determines the topology of the drawing by applying a planarization technique, which results in a planar representation of the graph. The orthogonal shape is computed in the second phase, which aims at minimizing the number of edge bends, and is called orthogonalization. The third phase leads to concrete coordinates for nodes and edge bend points by applying a compaction method, thus defining the metrics.`))),m_(t,new nx(f_(Ck(Tk(new ny,Yu),"Force"),"Layout algorithms that follow physical analogies by simulating a system of attractive and repulsive forces. The first successful method of this kind was proposed by Eades in 1984."))),m_(t,new nx(f_(Ck(Tk(new ny,"org.eclipse.elk.circle"),"Circle"),"Circular layout algorithms emphasize cycles or biconnected components of a graph by arranging them in circles. This is useful if a drawing is desired where such components are clearly grouped, or where cycles are shown as prominent OPTIONS of the graph."))),m_(t,new nx(f_(Ck(Tk(new ny,byt),"Tree"),"Specialized layout methods for trees, i.e. acyclic graphs. The regular structure of graphs that have no undirected cycles can be emphasized using an algorithm of this type."))),m_(t,new nx(f_(Ck(Tk(new ny,"org.eclipse.elk.planar"),"Planar"),"Algorithms that require a planar or upward planar graph. 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wy(this,l1,this)),$r(this.rb),!this.rb&&(this.rb=new wy(this,l1,this)),As(this.rb,l(n,16));return;case 6:!this.vb&&(this.vb=new V8(u1,this,6,7)),$r(this.vb),!this.vb&&(this.vb=new V8(u1,this,6,7)),As(this.vb,l(n,16));return}uf(this,t-yr((Tn(),O2)),Mn((r=l(Kn(this,16),29),r||O2),t),n)},h.ei=function(t){var n,r;if(t&&this.rb)for(r=new or(this.rb);r.e!=r.i.gc();)n=gr(r),De(n,364)&&(l(n,364).w=null);px(this,64,t)},h.ii=function(){return Tn(),O2},h.ki=function(t){var n;switch(t){case 0:!this.Ab&&(this.Ab=new nt(mi,this,0,3)),$r(this.Ab);return;case 1:Fu(this,null);return;case 2:SV(this,null);return;case 3:CV(this,null);return;case 4:Nue(this,null);return;case 5:!this.rb&&(this.rb=new wy(this,l1,this)),$r(this.rb);return;case 6:!this.vb&&(this.vb=new V8(u1,this,6,7)),$r(this.vb);return}cf(this,t-yr((Tn(),O2)),Mn((n=l(Kn(this,16),29),n||O2),t))},h.pi=function(){yue(this)},h.vi=function(){return!this.rb&&(this.rb=new wy(this,l1,this)),this.rb},h.wi=function(){return 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T9e(this)},h.s=0,h.t=1,I(Gn,"ETypedElementImpl",292),D(462,292,{110:1,94:1,93:1,155:1,197:1,58:1,179:1,69:1,114:1,481:1,54:1,99:1,158:1,462:1,292:1,119:1,120:1,692:1}),h.Ah=function(t){return Qdt(this,t)},h.Lh=function(t,n,r){var a,o;switch(t){case 0:return!this.Ab&&(this.Ab=new nt(mi,this,0,3)),this.Ab;case 1:return this.zb;case 2:return Hn(),!!(this.Bb&256);case 3:return Hn(),!!(this.Bb&512);case 4:return pt(this.s);case 5:return pt(this.t);case 6:return Hn(),!!this.Jk();case 7:return Hn(),o=this.s,o>=1;case 8:return n?Of(this):this.r;case 9:return this.q;case 10:return Hn(),!!(this.Bb&m0);case 11:return Hn(),!!(this.Bb&r4);case 12:return Hn(),!!(this.Bb&Xy);case 13:return this.j;case 14:return UE(this);case 15:return Hn(),!!(this.Bb&Sl);case 16:return Hn(),!!(this.Bb&_d);case 17:return ky(this)}return sf(this,t-yr(this.ii()),Mn((a=l(Kn(this,16),29),a||this.ii()),t),n,r)},h.Sh=function(t,n,r){var a,o,f;switch(n){case 0:return!this.Ab&&(this.Ab=new nt(mi,this,0,3)),Ru(this.Ab,t,r);case 17:return this.Cb&&(r=(o=this.Db>>16,o>=0?Qdt(this,r):this.Cb.Th(this,-1-o,null,r))),Nh(this,t,17,r)}return f=l(Mn((a=l(Kn(this,16),29),a||this.ii()),n),69),f.wk().zk(this,Ku(this),n-yr(this.ii()),t,r)},h.Uh=function(t,n,r){var a,o;switch(n){case 0:return!this.Ab&&(this.Ab=new nt(mi,this,0,3)),To(this.Ab,t,r);case 9:return qae(this,r);case 17:return Nh(this,null,17,r)}return o=l(Mn((a=l(Kn(this,16),29),a||this.ii()),n),69),o.wk().Ak(this,Ku(this),n-yr(this.ii()),t,r)},h.Wh=function(t){var n,r;switch(t){case 0:return!!this.Ab&&this.Ab.i!=0;case 1:return this.zb!=null;case 2:return(this.Bb&256)==0;case 3:return(this.Bb&512)==0;case 4:return this.s!=0;case 5:return this.t!=1;case 6:return this.Jk();case 7:return r=this.s,r>=1;case 8:return!!this.r&&!this.q.e&&yw(this.q).i==0;case 9:return!!this.q&&!(this.r&&!this.q.e&&yw(this.q).i==0);case 10:return(this.Bb&m0)==0;case 11:return(this.Bb&r4)!=0;case 12:return(this.Bb&Xy)!=0;case 13:return this.j!=null;case 14:return UE(this)!=null;case 15:return(this.Bb&Sl)!=0;case 16:return(this.Bb&_d)!=0;case 17:return!!ky(this)}return nf(this,t-yr(this.ii()),Mn((n=l(Kn(this,16),29),n||this.ii()),t))},h.bi=function(t,n){var r,a;switch(t){case 0:!this.Ab&&(this.Ab=new nt(mi,this,0,3)),$r(this.Ab),!this.Ab&&(this.Ab=new nt(mi,this,0,3)),As(this.Ab,l(n,16));return;case 1:poe(this,ei(n));return;case 2:c2(this,Rt(Bt(n)));return;case 3:u2(this,Rt(Bt(n)));return;case 4:i2(this,l(n,17).a);return;case 5:this.Zk(l(n,17).a);return;case 8:Gm(this,l(n,142));return;case 9:a=$1(this,l(n,89),null),a&&a.oj();return;case 10:AE(this,Rt(Bt(n)));return;case 11:DE(this,Rt(Bt(n)));return;case 12:LE(this,Rt(Bt(n)));return;case 13:Z3e(this,ei(n));return;case 15:ME(this,Rt(Bt(n)));return;case 16:IE(this,Rt(Bt(n)));return}uf(this,t-yr(this.ii()),Mn((r=l(Kn(this,16),29),r||this.ii()),t),n)},h.ii=function(){return Tn(),G_t},h.ki=function(t){var n,r;switch(t){case 0:!this.Ab&&(this.Ab=new nt(mi,this,0,3)),$r(this.Ab);return;case 1:De(this.Cb,90)&&zy(Yl(l(this.Cb,90)),4),Fu(this,null);return;case 2:c2(this,!0);return;case 3:u2(this,!0);return;case 4:i2(this,0);return;case 5:this.Zk(1);return;case 8:Gm(this,null);return;case 9:r=$1(this,null,null),r&&r.oj();return;case 10:AE(this,!0);return;case 11:DE(this,!1);return;case 12:LE(this,!1);return;case 13:this.i=null,xV(this,null);return;case 15:ME(this,!1);return;case 16:IE(this,!1);return}cf(this,t-yr(this.ii()),Mn((n=l(Kn(this,16),29),n||this.ii()),t))},h.pi=function(){Wk(ic((El(),io),this)),Of(this),this.Bb|=1},h.pk=function(){return this.f},h.ik=function(){return UE(this)},h.qk=function(){return ky(this)},h.uk=function(){return null},h.$k=function(){return this.k},h.Lj=function(){return this.n},h.vk=function(){return pU(this)},h.wk=function(){var t,n,r,a,o,f,g,w,E;return this.p||(r=ky(this),(r.i==null&&Sd(r),r.i).length,a=this.uk(),a&&yr(ky(a)),o=Of(this),g=o.kk(),t=g?g.i&1?g==ih?Ns:g==Vr?ro:g==B4?_T:g==Na?ta:g==nm?r3:g==h7?i3:g==Al?jx:PL:g:null,n=UE(this),w=o.ik(),K4n(this),this.Bb&_d&&((f=yxe((El(),io),r))&&f!=this||(f=rx(ic(io,this))))?this.p=new Ntt(this,f):this.Jk()?this.al()?a?this.Bb&Sl?t?this.bl()?this.p=new Om(47,t,this,a):this.p=new Om(5,t,this,a):this.bl()?this.p=new Rm(46,this,a):this.p=new Rm(4,this,a):t?this.bl()?this.p=new Om(49,t,this,a):this.p=new Om(7,t,this,a):this.bl()?this.p=new Rm(48,this,a):this.p=new Rm(6,this,a):this.Bb&Sl?t?t==uv?this.p=new Xp(50,A_t,this):this.bl()?this.p=new Xp(43,t,this):this.p=new Xp(1,t,this):this.bl()?this.p=new Jp(42,this):this.p=new Jp(0,this):t?t==uv?this.p=new Xp(41,A_t,this):this.bl()?this.p=new Xp(45,t,this):this.p=new Xp(3,t,this):this.bl()?this.p=new Jp(44,this):this.p=new Jp(2,this):De(o,156)?t==CY?this.p=new Jp(40,this):this.Bb&512?this.Bb&Sl?t?this.p=new Xp(9,t,this):this.p=new Jp(8,this):t?this.p=new Xp(11,t,this):this.p=new Jp(10,this):this.Bb&Sl?t?this.p=new Xp(13,t,this):this.p=new Jp(12,this):t?this.p=new Xp(15,t,this):this.p=new Jp(14,this):a?(E=a.t,E>1||E==-1?this.bl()?this.Bb&Sl?t?this.p=new Om(25,t,this,a):this.p=new Rm(24,this,a):t?this.p=new Om(27,t,this,a):this.p=new Rm(26,this,a):this.Bb&Sl?t?this.p=new Om(29,t,this,a):this.p=new Rm(28,this,a):t?this.p=new Om(31,t,this,a):this.p=new Rm(30,this,a):this.bl()?this.Bb&Sl?t?this.p=new Om(33,t,this,a):this.p=new Rm(32,this,a):t?this.p=new Om(35,t,this,a):this.p=new Rm(34,this,a):this.Bb&Sl?t?this.p=new Om(37,t,this,a):this.p=new Rm(36,this,a):t?this.p=new Om(39,t,this,a):this.p=new Rm(38,this,a)):this.bl()?this.Bb&Sl?t?this.p=new Xp(17,t,this):this.p=new Jp(16,this):t?this.p=new Xp(19,t,this):this.p=new Jp(18,this):this.Bb&Sl?t?this.p=new Xp(21,t,this):this.p=new Jp(20,this):t?this.p=new Xp(23,t,this):this.p=new Jp(22,this):this._k()?this.bl()?this.p=new kit(l(o,29),this,a):this.p=new $5e(l(o,29),this,a):De(o,156)?t==CY?this.p=new Jp(40,this):this.Bb&Sl?t?this.p=new xst(n,w,this,(Wce(),g==Vr?PPe:g==ih?MPe:g==nm?BPe:g==B4?NPe:g==Na?OPe:g==h7?FPe:g==Al?DPe:g==kf?IPe:ipe)):this.p=new Nat(l(o,156),n,w,this):t?this.p=new yst(n,w,this,(Wce(),g==Vr?PPe:g==ih?MPe:g==nm?BPe:g==B4?NPe:g==Na?OPe:g==h7?FPe:g==Al?DPe:g==kf?IPe:ipe)):this.p=new Oat(l(o,156),n,w,this):this.al()?a?this.Bb&Sl?this.bl()?this.p=new Tit(l(o,29),this,a):this.p=new C4e(l(o,29),this,a):this.bl()?this.p=new Eit(l(o,29),this,a):this.p=new yae(l(o,29),this,a):this.Bb&Sl?this.bl()?this.p=new yrt(l(o,29),this):this.p=new jye(l(o,29),this):this.bl()?this.p=new wrt(l(o,29),this):this.p=new oae(l(o,29),this):this.bl()?a?this.Bb&Sl?this.p=new Cit(l(o,29),this,a):this.p=new E4e(l(o,29),this,a):this.Bb&Sl?this.p=new xrt(l(o,29),this):this.p=new $ye(l(o,29),this):a?this.Bb&Sl?this.p=new Sit(l(o,29),this,a):this.p=new T4e(l(o,29),this,a):this.Bb&Sl?this.p=new krt(l(o,29),this):this.p=new cH(l(o,29),this)),this.p},h.rk=function(){return(this.Bb&m0)!=0},h._k=function(){return!1},h.al=function(){return!1},h.sk=function(){return(this.Bb&_d)!=0},h.xk=function(){return Voe(this)},h.bl=function(){return!1},h.tk=function(){return(this.Bb&Sl)!=0},h.cl=function(t){this.k=t},h.ui=function(t){poe(this,t)},h.Ib=function(){return BU(this)},h.e=!1,h.n=0,I(Gn,"EStructuralFeatureImpl",462),D(331,462,{110:1,94:1,93:1,35:1,155:1,197:1,58:1,179:1,69:1,114:1,481:1,54:1,99:1,331:1,158:1,462:1,292:1,119:1,120:1,692:1},zie),h.Lh=function(t,n,r){var a,o;switch(t){case 0:return!this.Ab&&(this.Ab=new nt(mi,this,0,3)),this.Ab;case 1:return this.zb;case 2:return Hn(),!!(this.Bb&256);case 3:return Hn(),!!(this.Bb&512);case 4:return pt(this.s);case 5:return pt(this.t);case 6:return Hn(),!!v9e(this);case 7:return Hn(),o=this.s,o>=1;case 8:return n?Of(this):this.r;case 9:return this.q;case 10:return Hn(),!!(this.Bb&m0);case 11:return Hn(),!!(this.Bb&r4);case 12:return Hn(),!!(this.Bb&Xy);case 13:return this.j;case 14:return UE(this);case 15:return Hn(),!!(this.Bb&Sl);case 16:return Hn(),!!(this.Bb&_d);case 17:return ky(this);case 18:return Hn(),!!(this.Bb&eu);case 19:return n?gce(this):Fut(this)}return sf(this,t-yr((Tn(),O4)),Mn((a=l(Kn(this,16),29),a||O4),t),n,r)},h.Wh=function(t){var n,r;switch(t){case 0:return!!this.Ab&&this.Ab.i!=0;case 1:return this.zb!=null;case 2:return(this.Bb&256)==0;case 3:return(this.Bb&512)==0;case 4:return this.s!=0;case 5:return this.t!=1;case 6:return v9e(this);case 7:return r=this.s,r>=1;case 8:return!!this.r&&!this.q.e&&yw(this.q).i==0;case 9:return!!this.q&&!(this.r&&!this.q.e&&yw(this.q).i==0);case 10:return(this.Bb&m0)==0;case 11:return(this.Bb&r4)!=0;case 12:return(this.Bb&Xy)!=0;case 13:return this.j!=null;case 14:return UE(this)!=null;case 15:return(this.Bb&Sl)!=0;case 16:return(this.Bb&_d)!=0;case 17:return!!ky(this);case 18:return(this.Bb&eu)!=0;case 19:return!!Fut(this)}return nf(this,t-yr((Tn(),O4)),Mn((n=l(Kn(this,16),29),n||O4),t))},h.bi=function(t,n){var r,a;switch(t){case 0:!this.Ab&&(this.Ab=new nt(mi,this,0,3)),$r(this.Ab),!this.Ab&&(this.Ab=new nt(mi,this,0,3)),As(this.Ab,l(n,16));return;case 1:poe(this,ei(n));return;case 2:c2(this,Rt(Bt(n)));return;case 3:u2(this,Rt(Bt(n)));return;case 4:i2(this,l(n,17).a);return;case 5:JJe(this,l(n,17).a);return;case 8:Gm(this,l(n,142));return;case 9:a=$1(this,l(n,89),null),a&&a.oj();return;case 10:AE(this,Rt(Bt(n)));return;case 11:DE(this,Rt(Bt(n)));return;case 12:LE(this,Rt(Bt(n)));return;case 13:Z3e(this,ei(n));return;case 15:ME(this,Rt(Bt(n)));return;case 16:IE(this,Rt(Bt(n)));return;case 18:$ce(this,Rt(Bt(n)));return}uf(this,t-yr((Tn(),O4)),Mn((r=l(Kn(this,16),29),r||O4),t),n)},h.ii=function(){return Tn(),O4},h.ki=function(t){var n,r;switch(t){case 0:!this.Ab&&(this.Ab=new nt(mi,this,0,3)),$r(this.Ab);return;case 1:De(this.Cb,90)&&zy(Yl(l(this.Cb,90)),4),Fu(this,null);return;case 2:c2(this,!0);return;case 3:u2(this,!0);return;case 4:i2(this,0);return;case 5:this.b=0,My(this,1);return;case 8:Gm(this,null);return;case 9:r=$1(this,null,null),r&&r.oj();return;case 10:AE(this,!0);return;case 11:DE(this,!1);return;case 12:LE(this,!1);return;case 13:this.i=null,xV(this,null);return;case 15:ME(this,!1);return;case 16:IE(this,!1);return;case 18:$ce(this,!1);return}cf(this,t-yr((Tn(),O4)),Mn((n=l(Kn(this,16),29),n||O4),t))},h.pi=function(){gce(this),Wk(ic((El(),io),this)),Of(this),this.Bb|=1},h.Jk=function(){return v9e(this)},h.Yk=function(t,n){return this.b=0,this.a=null,o8e(this,t,n)},h.Zk=function(t){JJe(this,t)},h.Ib=function(){var t;return this.Db&64?BU(this):(t=new Af(BU(this)),t.a+=" (iD: ",Gp(t,(this.Bb&eu)!=0),t.a+=")",t.a)},h.b=0,I(Gn,"EAttributeImpl",331),D(364,448,{110:1,94:1,93:1,142:1,155:1,197:1,58:1,114:1,54:1,99:1,364:1,158:1,119:1,120:1,691:1}),h.dl=function(t){return t.Dh()==this},h.Ah=function(t){return wue(this,t)},h.Bh=function(t,n){this.w=null,this.Db=n<<16|this.Db&255,this.Cb=t},h.Lh=function(t,n,r){var a;switch(t){case 0:return!this.Ab&&(this.Ab=new nt(mi,this,0,3)),this.Ab;case 1:return this.zb;case 2:return this.D!=null?this.D:this.B;case 3:return zw(this);case 4:return this.ik();case 5:return this.F;case 6:return n?Ah(this):Qk(this);case 7:return!this.A&&(this.A=new ml(Zu,this,7)),this.A}return sf(this,t-yr(this.ii()),Mn((a=l(Kn(this,16),29),a||this.ii()),t),n,r)},h.Sh=function(t,n,r){var a,o,f;switch(n){case 0:return!this.Ab&&(this.Ab=new nt(mi,this,0,3)),Ru(this.Ab,t,r);case 6:return this.Cb&&(r=(o=this.Db>>16,o>=0?wue(this,r):this.Cb.Th(this,-1-o,null,r))),Nh(this,t,6,r)}return f=l(Mn((a=l(Kn(this,16),29),a||this.ii()),n),69),f.wk().zk(this,Ku(this),n-yr(this.ii()),t,r)},h.Uh=function(t,n,r){var a,o;switch(n){case 0:return!this.Ab&&(this.Ab=new nt(mi,this,0,3)),To(this.Ab,t,r);case 6:return Nh(this,null,6,r);case 7:return!this.A&&(this.A=new ml(Zu,this,7)),To(this.A,t,r)}return o=l(Mn((a=l(Kn(this,16),29),a||this.ii()),n),69),o.wk().Ak(this,Ku(this),n-yr(this.ii()),t,r)},h.Wh=function(t){var n;switch(t){case 0:return!!this.Ab&&this.Ab.i!=0;case 1:return this.zb!=null;case 2:return this.D!=null&&this.D==this.F;case 3:return!!zw(this);case 4:return this.ik()!=null;case 5:return this.F!=null&&this.F!=this.D&&this.F!=this.B;case 6:return!!Qk(this);case 7:return!!this.A&&this.A.i!=0}return nf(this,t-yr(this.ii()),Mn((n=l(Kn(this,16),29),n||this.ii()),t))},h.bi=function(t,n){var r;switch(t){case 0:!this.Ab&&(this.Ab=new nt(mi,this,0,3)),$r(this.Ab),!this.Ab&&(this.Ab=new nt(mi,this,0,3)),As(this.Ab,l(n,16));return;case 1:FH(this,ei(n));return;case 2:Kse(this,ei(n));return;case 5:JE(this,ei(n));return;case 7:!this.A&&(this.A=new ml(Zu,this,7)),$r(this.A),!this.A&&(this.A=new ml(Zu,this,7)),As(this.A,l(n,16));return}uf(this,t-yr(this.ii()),Mn((r=l(Kn(this,16),29),r||this.ii()),t),n)},h.ii=function(){return Tn(),$_t},h.ki=function(t){var n;switch(t){case 0:!this.Ab&&(this.Ab=new nt(mi,this,0,3)),$r(this.Ab);return;case 1:De(this.Cb,184)&&(l(this.Cb,184).tb=null),Fu(this,null);return;case 2:CE(this,null),lE(this,this.D);return;case 5:JE(this,null);return;case 7:!this.A&&(this.A=new ml(Zu,this,7)),$r(this.A);return}cf(this,t-yr(this.ii()),Mn((n=l(Kn(this,16),29),n||this.ii()),t))},h.hk=function(){var t;return this.G==-1&&(this.G=(t=Ah(this),t?f2(t.vi(),this):-1)),this.G},h.ik=function(){return null},h.jk=function(){return Ah(this)},h.el=function(){return this.v},h.kk=function(){return zw(this)},h.lk=function(){return this.D!=null?this.D:this.B},h.mk=function(){return this.F},h.fk=function(t){return ule(this,t)},h.fl=function(t){this.v=t},h.gl=function(t){xft(this,t)},h.hl=function(t){this.C=t},h.ui=function(t){FH(this,t)},h.Ib=function(){return 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22:return du(this);case 23:return Zue(this)}return sf(this,t-yr((Tn(),Jb)),Mn((a=l(Kn(this,16),29),a||Jb),t),n,r)},h.Sh=function(t,n,r){var a,o,f;switch(n){case 0:return!this.Ab&&(this.Ab=new nt(mi,this,0,3)),Ru(this.Ab,t,r);case 6:return this.Cb&&(r=(o=this.Db>>16,o>=0?wue(this,r):this.Cb.Th(this,-1-o,null,r))),Nh(this,t,6,r);case 11:return!this.q&&(this.q=new nt(Uf,this,11,10)),Ru(this.q,t,r);case 21:return!this.s&&(this.s=new nt(dl,this,21,17)),Ru(this.s,t,r)}return f=l(Mn((a=l(Kn(this,16),29),a||(Tn(),Jb)),n),69),f.wk().zk(this,Ku(this),n-yr((Tn(),Jb)),t,r)},h.Uh=function(t,n,r){var a,o;switch(n){case 0:return!this.Ab&&(this.Ab=new nt(mi,this,0,3)),To(this.Ab,t,r);case 6:return Nh(this,null,6,r);case 7:return!this.A&&(this.A=new ml(Zu,this,7)),To(this.A,t,r);case 11:return!this.q&&(this.q=new nt(Uf,this,11,10)),To(this.q,t,r);case 21:return!this.s&&(this.s=new nt(dl,this,21,17)),To(this.s,t,r);case 22:return To(du(this),t,r)}return o=l(Mn((a=l(Kn(this,16),29),a||(Tn(),Jb)),n),69),o.wk().Ak(this,Ku(this),n-yr((Tn(),Jb)),t,r)},h.Wh=function(t){var n;switch(t){case 0:return!!this.Ab&&this.Ab.i!=0;case 1:return this.zb!=null;case 2:return this.D!=null&&this.D==this.F;case 3:return!!zw(this);case 4:return!1;case 5:return this.F!=null&&this.F!=this.D&&this.F!=this.B;case 6:return!!Qk(this);case 7:return!!this.A&&this.A.i!=0;case 8:return(this.Bb&256)!=0;case 9:return(this.Bb&512)!=0;case 10:return!!this.u&&du(this.u.a).i!=0&&!(this.n&&cue(this.n));case 11:return!!this.q&&this.q.i!=0;case 12:return d6(this).i!=0;case 13:return JA(this).i!=0;case 14:return JA(this),this.r.i!=0;case 15:return d6(this),this.k.i!=0;case 16:return o9e(this).i!=0;case 17:return dle(this).i!=0;case 18:return Sd(this).i!=0;case 19:return _U(this).i!=0;case 20:return d6(this),!!this.o;case 21:return!!this.s&&this.s.i!=0;case 22:return!!this.n&&cue(this.n);case 23:return Zue(this).i!=0}return nf(this,t-yr((Tn(),Jb)),Mn((n=l(Kn(this,16),29),n||Jb),t))},h.Zh=function(t){var n;return n=this.i==null||this.q&&this.q.i!=0?null:oP(this,t),n||Hke(this,t)},h.bi=function(t,n){var r;switch(t){case 0:!this.Ab&&(this.Ab=new nt(mi,this,0,3)),$r(this.Ab),!this.Ab&&(this.Ab=new nt(mi,this,0,3)),As(this.Ab,l(n,16));return;case 1:FH(this,ei(n));return;case 2:Kse(this,ei(n));return;case 5:JE(this,ei(n));return;case 7:!this.A&&(this.A=new ml(Zu,this,7)),$r(this.A),!this.A&&(this.A=new ml(Zu,this,7)),As(this.A,l(n,16));return;case 8:c8e(this,Rt(Bt(n)));return;case 9:u8e(this,Rt(Bt(n)));return;case 10:tL(dc(this)),As(dc(this),l(n,16));return;case 11:!this.q&&(this.q=new nt(Uf,this,11,10)),$r(this.q),!this.q&&(this.q=new nt(Uf,this,11,10)),As(this.q,l(n,16));return;case 21:!this.s&&(this.s=new nt(dl,this,21,17)),$r(this.s),!this.s&&(this.s=new nt(dl,this,21,17)),As(this.s,l(n,16));return;case 22:$r(du(this)),As(du(this),l(n,16));return}uf(this,t-yr((Tn(),Jb)),Mn((r=l(Kn(this,16),29),r||Jb),t),n)},h.ii=function(){return Tn(),Jb},h.ki=function(t){var n;switch(t){case 0:!this.Ab&&(this.Ab=new nt(mi,this,0,3)),$r(this.Ab);return;case 1:De(this.Cb,184)&&(l(this.Cb,184).tb=null),Fu(this,null);return;case 2:CE(this,null),lE(this,this.D);return;case 5:JE(this,null);return;case 7:!this.A&&(this.A=new ml(Zu,this,7)),$r(this.A);return;case 8:c8e(this,!1);return;case 9:u8e(this,!1);return;case 10:this.u&&tL(this.u);return;case 11:!this.q&&(this.q=new nt(Uf,this,11,10)),$r(this.q);return;case 21:!this.s&&(this.s=new nt(dl,this,21,17)),$r(this.s);return;case 22:this.n&&$r(this.n);return}cf(this,t-yr((Tn(),Jb)),Mn((n=l(Kn(this,16),29),n||Jb),t))},h.pi=function(){var t,n;if(d6(this),JA(this),o9e(this),dle(this),Sd(this),_U(this),Zue(this),uA(cdn(Yl(this))),this.s)for(t=0,n=this.s.i;t=0;--n)Oe(this,n);return O8e(this,t)},h.Gk=function(){$r(this)},h.Zi=function(t,n){return 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3:return rA(this,t,n,r,a,this.i>1);case 5:return rA(this,t,n,r,a,this.i-l(r,15).gc()>0);default:return new Zg(this.e,t,this.c,n,r,a,!0)}},h.Tj=function(){return!0},h.Qj=function(){return cue(this)},h.Gk=function(){$r(this)},I(Gn,"EClassImpl/1",1161),D(1175,1174,SSe),h.dj=function(t){var n,r,a,o,f,g,w;if(r=t.gj(),r!=8){if(a=l6n(t),a==0)switch(r){case 1:case 9:{w=t.kj(),w!=null&&(n=Yl(l(w,482)),!n.c&&(n.c=new Xd),sV(n.c,t.jj())),g=t.ij(),g!=null&&(o=l(g,482),o.Bb&1||(n=Yl(o),!n.c&&(n.c=new Xd),qr(n.c,l(t.jj(),29))));break}case 3:{g=t.ij(),g!=null&&(o=l(g,482),o.Bb&1||(n=Yl(o),!n.c&&(n.c=new Xd),qr(n.c,l(t.jj(),29))));break}case 5:{if(g=t.ij(),g!=null)for(f=l(g,16).Kc();f.Ob();)o=l(f.Pb(),482),o.Bb&1||(n=Yl(o),!n.c&&(n.c=new Xd),qr(n.c,l(t.jj(),29)));break}case 4:{w=t.kj(),w!=null&&(o=l(w,482),o.Bb&1||(n=Yl(o),!n.c&&(n.c=new Xd),sV(n.c,t.jj())));break}case 6:{if(w=t.kj(),w!=null)for(f=l(w,16).Kc();f.Ob();)o=l(f.Pb(),482),o.Bb&1||(n=Yl(o),!n.c&&(n.c=new 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null},h.Ej=function(){return du(this.a).i},h.Fj=function(){var t,n,r,a,o,f;for(f=du(this.a).i,o=We(wa,Rn,1,f,5,1),r=0,n=new or(du(this.a));n.e!=n.i.gc();)t=l(gr(n),89),o[r++]=(a=t.c,De(a,90)?l(a,29):(Tn(),Kf));return o},h.Gj=function(t){var n,r,a,o,f,g,w;for(w=du(this.a).i,t.lengthw&&Ts(t,w,null),a=0,r=new or(du(this.a));r.e!=r.i.gc();)n=l(gr(r),89),f=(g=n.c,De(g,90)?l(g,29):(Tn(),Kf)),Ts(t,a++,f);return t},h.Hj=function(){var t,n,r,a,o;for(o=new Up,o.a+="[",t=du(this.a),n=0,a=du(this.a).i;n>16,o>=0?wue(this,r):this.Cb.Th(this,-1-o,null,r))),Nh(this,t,6,r);case 9:return!this.a&&(this.a=new nt(wp,this,9,5)),Ru(this.a,t,r)}return f=l(Mn((a=l(Kn(this,16),29),a||(Tn(),Zb)),n),69),f.wk().zk(this,Ku(this),n-yr((Tn(),Zb)),t,r)},h.Uh=function(t,n,r){var a,o;switch(n){case 0:return!this.Ab&&(this.Ab=new nt(mi,this,0,3)),To(this.Ab,t,r);case 6:return Nh(this,null,6,r);case 7:return!this.A&&(this.A=new ml(Zu,this,7)),To(this.A,t,r);case 9:return!this.a&&(this.a=new nt(wp,this,9,5)),To(this.a,t,r)}return o=l(Mn((a=l(Kn(this,16),29),a||(Tn(),Zb)),n),69),o.wk().Ak(this,Ku(this),n-yr((Tn(),Zb)),t,r)},h.Wh=function(t){var n;switch(t){case 0:return!!this.Ab&&this.Ab.i!=0;case 1:return this.zb!=null;case 2:return this.D!=null&&this.D==this.F;case 3:return!!zw(this);case 4:return!!X7e(this);case 5:return this.F!=null&&this.F!=this.D&&this.F!=this.B;case 6:return!!Qk(this);case 7:return!!this.A&&this.A.i!=0;case 8:return(this.Bb&256)==0;case 9:return!!this.a&&this.a.i!=0}return nf(this,t-yr((Tn(),Zb)),Mn((n=l(Kn(this,16),29),n||Zb),t))},h.bi=function(t,n){var r;switch(t){case 0:!this.Ab&&(this.Ab=new nt(mi,this,0,3)),$r(this.Ab),!this.Ab&&(this.Ab=new nt(mi,this,0,3)),As(this.Ab,l(n,16));return;case 1:FH(this,ei(n));return;case 2:Kse(this,ei(n));return;case 5:JE(this,ei(n));return;case 7:!this.A&&(this.A=new ml(Zu,this,7)),$r(this.A),!this.A&&(this.A=new ml(Zu,this,7)),As(this.A,l(n,16));return;case 8:jV(this,Rt(Bt(n)));return;case 9:!this.a&&(this.a=new nt(wp,this,9,5)),$r(this.a),!this.a&&(this.a=new nt(wp,this,9,5)),As(this.a,l(n,16));return}uf(this,t-yr((Tn(),Zb)),Mn((r=l(Kn(this,16),29),r||Zb),t),n)},h.ii=function(){return Tn(),Zb},h.ki=function(t){var n;switch(t){case 0:!this.Ab&&(this.Ab=new nt(mi,this,0,3)),$r(this.Ab);return;case 1:De(this.Cb,184)&&(l(this.Cb,184).tb=null),Fu(this,null);return;case 2:CE(this,null),lE(this,this.D);return;case 5:JE(this,null);return;case 7:!this.A&&(this.A=new ml(Zu,this,7)),$r(this.A);return;case 8:jV(this,!0);return;case 9:!this.a&&(this.a=new nt(wp,this,9,5)),$r(this.a);return}cf(this,t-yr((Tn(),Zb)),Mn((n=l(Kn(this,16),29),n||Zb),t))},h.pi=function(){var t,n;if(this.a)for(t=0,n=this.a.i;t>16==5?l(this.Cb,685):null}return sf(this,t-yr((Tn(),D2)),Mn((a=l(Kn(this,16),29),a||D2),t),n,r)},h.Sh=function(t,n,r){var a,o,f;switch(n){case 0:return!this.Ab&&(this.Ab=new nt(mi,this,0,3)),Ru(this.Ab,t,r);case 5:return this.Cb&&(r=(o=this.Db>>16,o>=0?agt(this,r):this.Cb.Th(this,-1-o,null,r))),Nh(this,t,5,r)}return f=l(Mn((a=l(Kn(this,16),29),a||(Tn(),D2)),n),69),f.wk().zk(this,Ku(this),n-yr((Tn(),D2)),t,r)},h.Uh=function(t,n,r){var a,o;switch(n){case 0:return!this.Ab&&(this.Ab=new nt(mi,this,0,3)),To(this.Ab,t,r);case 5:return Nh(this,null,5,r)}return o=l(Mn((a=l(Kn(this,16),29),a||(Tn(),D2)),n),69),o.wk().Ak(this,Ku(this),n-yr((Tn(),D2)),t,r)},h.Wh=function(t){var n;switch(t){case 0:return!!this.Ab&&this.Ab.i!=0;case 1:return this.zb!=null;case 2:return this.d!=0;case 3:return!!this.b;case 4:return this.c!=null;case 5:return!!(this.Db>>16==5&&l(this.Cb,685))}return nf(this,t-yr((Tn(),D2)),Mn((n=l(Kn(this,16),29),n||D2),t))},h.bi=function(t,n){var r;switch(t){case 0:!this.Ab&&(this.Ab=new nt(mi,this,0,3)),$r(this.Ab),!this.Ab&&(this.Ab=new nt(mi,this,0,3)),As(this.Ab,l(n,16));return;case 1:Fu(this,ei(n));return;case 2:Qoe(this,l(n,17).a);return;case 3:r2t(this,l(n,2039));return;case 4:Zoe(this,ei(n));return}uf(this,t-yr((Tn(),D2)),Mn((r=l(Kn(this,16),29),r||D2),t),n)},h.ii=function(){return Tn(),D2},h.ki=function(t){var n;switch(t){case 0:!this.Ab&&(this.Ab=new nt(mi,this,0,3)),$r(this.Ab);return;case 1:Fu(this,null);return;case 2:Qoe(this,0);return;case 3:r2t(this,null);return;case 4:Zoe(this,null);return}cf(this,t-yr((Tn(),D2)),Mn((n=l(Kn(this,16),29),n||D2),t))},h.Ib=function(){var t;return t=this.c,t??this.zb},h.b=null,h.c=null,h.d=0,I(Gn,"EEnumLiteralImpl",582);var POn=ks(Gn,"EFactoryImpl/InternalEDateTimeFormat");D(499,1,{2114:1},KI),I(Gn,"EFactoryImpl/1ClientInternalEDateTimeFormat",499),D(248,120,{110:1,94:1,93:1,89:1,58:1,114:1,54:1,99:1,248:1,119:1,120:1},Qv),h.Ch=function(t,n,r){var a;return r=Nh(this,t,n,r),this.e&&De(t,179)&&(a=SU(this,this.e),a!=this.c&&(r=ZE(this,a,r))),r},h.Lh=function(t,n,r){var a;switch(t){case 0:return this.f;case 1:return!this.d&&(this.d=new Ys(Wo,this,1)),this.d;case 2:return n?jU(this):this.c;case 3:return this.b;case 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Tn(),E3},h.ki=function(t){var n;switch(t){case 0:Cgt(this,null);return;case 1:!this.d&&(this.d=new Ys(Wo,this,1)),$r(this.d);return;case 3:Axe(this,null);return;case 4:Kxe(this,null);return;case 5:sE(this,null);return}cf(this,t-yr((Tn(),E3)),Mn((n=l(Kn(this,16),29),n||E3),t))},h.Ib=function(){var t;return t=new Th(g0(this)),t.a+=" (expression: ",wle(this,t),t.a+=")",t.a};var LPe;I(Gn,"EGenericTypeImpl",248),D(2067,2062,KG),h.Gi=function(t,n){Drt(this,t,n)},h.Wk=function(t,n){return Drt(this,this.gc(),t),n},h.$i=function(t){return ff(this.pj(),t)},h.Ii=function(){return this.Ji()},h.pj=function(){return new EQe(this)},h.Ji=function(){return this.Ki(0)},h.Ki=function(t){return this.pj().fd(t)},h.Xk=function(t,n){return Ny(this,t,!0),n},h.Ti=function(t,n){var r,a;return a=kue(this,n),r=this.fd(t),r.Rb(a),a},h.Ui=function(t,n){var r;Ny(this,n,!0),r=this.fd(t),r.Rb(n)},I(us,"AbstractSequentialInternalEList",2067),D(496,2067,KG,TO),h.$i=function(t){return ff(this.pj(),t)},h.Ii=function(){return this.b==null?(Wp(),Wp(),dF):this.sl()},h.pj=function(){return new Xtt(this.a,this.b)},h.Ji=function(){return this.b==null?(Wp(),Wp(),dF):this.sl()},h.Ki=function(t){var n,r;if(this.b==null){if(t<0||t>1)throw ue(new tc(CL+t+", size=0"));return Wp(),Wp(),dF}for(r=this.sl(),n=0;n0;)if(n=this.c[--this.d],(!this.e||n.pk()!=oC||n.Lj()!=0)&&(!this.vl()||this.b.Xh(n))){if(f=this.b.Nh(n,this.ul()),this.f=(Fo(),l(n,69).xk()),this.f||n.Jk()){if(this.ul()?(a=l(f,15),this.k=a):(a=l(f,71),this.k=this.j=a),De(this.k,59)?(this.o=this.k.gc(),this.n=this.o):this.p=this.j?this.j.Ki(this.k.gc()):this.k.fd(this.k.gc()),this.p?wpt(this,this.p):Mpt(this))return o=this.p?this.p.Ub():this.j?this.j.$i(--this.n):this.k.Xb(--this.n),this.f?(t=l(o,76),t.Lk(),r=t.md(),this.i=r):(r=o,this.i=r),this.g=-3,!0}else if(f!=null)return this.k=null,this.p=null,r=f,this.i=r,this.g=-2,!0}return this.k=null,this.p=null,this.g=-1,!1}else return o=this.p?this.p.Ub():this.j?this.j.$i(--this.n):this.k.Xb(--this.n),this.f?(t=l(o,76),t.Lk(),r=t.md(),this.i=r):(r=o,this.i=r),this.g=-3,!0}},h.Pb=function(){return MV(this)},h.Tb=function(){return this.a},h.Ub=function(){var t;if(this.g<-1||this.Sb())return--this.a,this.g=0,t=this.i,this.Sb(),t;throw ue(new _c)},h.Vb=function(){return this.a-1},h.Qb=function(){throw ue(new Qr)},h.ul=function(){return!1},h.Wb=function(t){throw ue(new Qr)},h.vl=function(){return!0},h.a=0,h.d=0,h.f=!1,h.g=0,h.n=0,h.o=0;var dF;I(us,"EContentsEList/FeatureIteratorImpl",287),D(711,287,WG,Rye),h.ul=function(){return!0},I(us,"EContentsEList/ResolvingFeatureIteratorImpl",711),D(1178,711,WG,brt),h.vl=function(){return!1},I(Gn,"ENamedElementImpl/1/1",1178),D(1179,287,WG,mrt),h.vl=function(){return!1},I(Gn,"ENamedElementImpl/1/2",1179),D(39,152,YP,Cy,koe,_a,Foe,Zg,h0,Q6e,Xot,J6e,Qot,p6e,Jot,t7e,Zot,b6e,ect,Z6e,tct,X_,sN,roe,e7e,nct,m6e,rct),h.Kj=function(){return N6e(this)},h.Rj=function(){var t;return t=N6e(this),t?t.ik():null},h.hj=function(t){return this.b==-1&&this.a&&(this.b=this.c.Hh(this.a.Lj(),this.a.pk())),this.c.yh(this.b,t)},h.jj=function(){return this.c},h.Sj=function(){var t;return t=N6e(this),t?t.tk():!1},h.b=-1,I(Gn,"ENotificationImpl",39),D(411,292,{110:1,94:1,93:1,155:1,197:1,58:1,62:1,114:1,481:1,54:1,99:1,158:1,411:1,292:1,119:1,120:1},qie),h.Ah=function(t){return ugt(this,t)},h.Lh=function(t,n,r){var a,o,f;switch(t){case 0:return!this.Ab&&(this.Ab=new nt(mi,this,0,3)),this.Ab;case 1:return this.zb;case 2:return Hn(),!!(this.Bb&256);case 3:return Hn(),!!(this.Bb&512);case 4:return pt(this.s);case 5:return pt(this.t);case 6:return Hn(),f=this.t,f>1||f==-1;case 7:return Hn(),o=this.s,o>=1;case 8:return n?Of(this):this.r;case 9:return this.q;case 10:return this.Db>>16==10?l(this.Cb,29):null;case 11:return!this.d&&(this.d=new ml(Zu,this,11)),this.d;case 12:return!this.c&&(this.c=new nt(k3,this,12,10)),this.c;case 13:return!this.a&&(this.a=new LO(this,this)),this.a;case 14:return Xl(this)}return sf(this,t-yr((Tn(),I2)),Mn((a=l(Kn(this,16),29),a||I2),t),n,r)},h.Sh=function(t,n,r){var a,o,f;switch(n){case 0:return!this.Ab&&(this.Ab=new nt(mi,this,0,3)),Ru(this.Ab,t,r);case 10:return this.Cb&&(r=(o=this.Db>>16,o>=0?ugt(this,r):this.Cb.Th(this,-1-o,null,r))),Nh(this,t,10,r);case 12:return!this.c&&(this.c=new nt(k3,this,12,10)),Ru(this.c,t,r)}return f=l(Mn((a=l(Kn(this,16),29),a||(Tn(),I2)),n),69),f.wk().zk(this,Ku(this),n-yr((Tn(),I2)),t,r)},h.Uh=function(t,n,r){var a,o;switch(n){case 0:return!this.Ab&&(this.Ab=new nt(mi,this,0,3)),To(this.Ab,t,r);case 9:return qae(this,r);case 10:return Nh(this,null,10,r);case 11:return!this.d&&(this.d=new ml(Zu,this,11)),To(this.d,t,r);case 12:return!this.c&&(this.c=new nt(k3,this,12,10)),To(this.c,t,r);case 14:return To(Xl(this),t,r)}return o=l(Mn((a=l(Kn(this,16),29),a||(Tn(),I2)),n),69),o.wk().Ak(this,Ku(this),n-yr((Tn(),I2)),t,r)},h.Wh=function(t){var n,r,a;switch(t){case 0:return!!this.Ab&&this.Ab.i!=0;case 1:return this.zb!=null;case 2:return(this.Bb&256)==0;case 3:return(this.Bb&512)==0;case 4:return this.s!=0;case 5:return this.t!=1;case 6:return a=this.t,a>1||a==-1;case 7:return r=this.s,r>=1;case 8:return!!this.r&&!this.q.e&&yw(this.q).i==0;case 9:return!!this.q&&!(this.r&&!this.q.e&&yw(this.q).i==0);case 10:return!!(this.Db>>16==10&&l(this.Cb,29));case 11:return!!this.d&&this.d.i!=0;case 12:return!!this.c&&this.c.i!=0;case 13:return!!this.a&&Xl(this.a.a).i!=0&&!(this.b&&uue(this.b));case 14:return!!this.b&&uue(this.b)}return nf(this,t-yr((Tn(),I2)),Mn((n=l(Kn(this,16),29),n||I2),t))},h.bi=function(t,n){var r,a;switch(t){case 0:!this.Ab&&(this.Ab=new nt(mi,this,0,3)),$r(this.Ab),!this.Ab&&(this.Ab=new nt(mi,this,0,3)),As(this.Ab,l(n,16));return;case 1:Fu(this,ei(n));return;case 2:c2(this,Rt(Bt(n)));return;case 3:u2(this,Rt(Bt(n)));return;case 4:i2(this,l(n,17).a);return;case 5:My(this,l(n,17).a);return;case 8:Gm(this,l(n,142));return;case 9:a=$1(this,l(n,89),null),a&&a.oj();return;case 11:!this.d&&(this.d=new ml(Zu,this,11)),$r(this.d),!this.d&&(this.d=new ml(Zu,this,11)),As(this.d,l(n,16));return;case 12:!this.c&&(this.c=new nt(k3,this,12,10)),$r(this.c),!this.c&&(this.c=new nt(k3,this,12,10)),As(this.c,l(n,16));return;case 13:!this.a&&(this.a=new LO(this,this)),tL(this.a),!this.a&&(this.a=new LO(this,this)),As(this.a,l(n,16));return;case 14:$r(Xl(this)),As(Xl(this),l(n,16));return}uf(this,t-yr((Tn(),I2)),Mn((r=l(Kn(this,16),29),r||I2),t),n)},h.ii=function(){return Tn(),I2},h.ki=function(t){var n,r;switch(t){case 0:!this.Ab&&(this.Ab=new nt(mi,this,0,3)),$r(this.Ab);return;case 1:Fu(this,null);return;case 2:c2(this,!0);return;case 3:u2(this,!0);return;case 4:i2(this,0);return;case 5:My(this,1);return;case 8:Gm(this,null);return;case 9:r=$1(this,null,null),r&&r.oj();return;case 11:!this.d&&(this.d=new ml(Zu,this,11)),$r(this.d);return;case 12:!this.c&&(this.c=new nt(k3,this,12,10)),$r(this.c);return;case 13:this.a&&tL(this.a);return;case 14:this.b&&$r(this.b);return}cf(this,t-yr((Tn(),I2)),Mn((n=l(Kn(this,16),29),n||I2),t))},h.pi=function(){var t,n;if(this.c)for(t=0,n=this.c.i;tw&&Ts(t,w,null),a=0,r=new or(Xl(this.a));r.e!=r.i.gc();)n=l(gr(r),89),f=(g=n.c,g||(Tn(),td)),Ts(t,a++,f);return t},h.Hj=function(){var t,n,r,a,o;for(o=new Up,o.a+="[",t=Xl(this.a),n=0,a=Xl(this.a).i;n1);case 5:return rA(this,t,n,r,a,this.i-l(r,15).gc()>0);default:return new Zg(this.e,t,this.c,n,r,a,!0)}},h.Tj=function(){return!0},h.Qj=function(){return uue(this)},h.Gk=function(){$r(this)},I(Gn,"EOperationImpl/2",1377),D(507,1,{2037:1,507:1},Ott),I(Gn,"EPackageImpl/1",507),D(14,83,kc,nt),h.il=function(){return this.d},h.jl=function(){return this.b},h.ml=function(){return!0},h.b=0,I(us,"EObjectContainmentWithInverseEList",14),D(365,14,kc,V8),h.nl=function(){return!0},h.Wi=function(t,n){return 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0:return!this.Ab&&(this.Ab=new nt(mi,this,0,3)),Ru(this.Ab,t,r);case 10:return this.Cb&&(r=(o=this.Db>>16,o>=0?lgt(this,r):this.Cb.Th(this,-1-o,null,r))),Nh(this,t,10,r)}return f=l(Mn((a=l(Kn(this,16),29),a||(Tn(),N4)),n),69),f.wk().zk(this,Ku(this),n-yr((Tn(),N4)),t,r)},h.Uh=function(t,n,r){var a,o;switch(n){case 0:return!this.Ab&&(this.Ab=new nt(mi,this,0,3)),To(this.Ab,t,r);case 9:return qae(this,r);case 10:return Nh(this,null,10,r)}return o=l(Mn((a=l(Kn(this,16),29),a||(Tn(),N4)),n),69),o.wk().Ak(this,Ku(this),n-yr((Tn(),N4)),t,r)},h.Wh=function(t){var n,r,a;switch(t){case 0:return!!this.Ab&&this.Ab.i!=0;case 1:return this.zb!=null;case 2:return(this.Bb&256)==0;case 3:return(this.Bb&512)==0;case 4:return this.s!=0;case 5:return this.t!=1;case 6:return a=this.t,a>1||a==-1;case 7:return r=this.s,r>=1;case 8:return!!this.r&&!this.q.e&&yw(this.q).i==0;case 9:return!!this.q&&!(this.r&&!this.q.e&&yw(this.q).i==0);case 10:return!!(this.Db>>16==10&&l(this.Cb,62))}return 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Ls(this,2)),this.b.b)}return sf(this,t-yr(this.ii()),Mn(this.j&2?(!this.k&&(this.k=new Sf),this.k).Nk():this.ii(),t),n,r)},h.Uh=function(t,n,r){var a;switch(n){case 0:return!this.c&&(this.c=new Ls(this,0)),hP(this.c,t,r);case 1:return(!this.c&&(this.c=new Ls(this,0)),l(l(ku(this.c,(Gi(),Sv)),160),71)).Xk(t,r);case 2:return!this.b&&(this.b=new Ls(this,2)),hP(this.b,t,r)}return a=l(Mn(this.j&2?(!this.k&&(this.k=new Sf),this.k).Nk():this.ii(),n),69),a.wk().Ak(this,V6e(this),n-yr(this.ii()),t,r)},h.Wh=function(t){switch(t){case 0:return!!this.c&&this.c.i!=0;case 1:return!(!this.c&&(this.c=new Ls(this,0)),l(ku(this.c,(Gi(),Sv)),160)).dc();case 2:return!!this.b&&this.b.i!=0}return nf(this,t-yr(this.ii()),Mn(this.j&2?(!this.k&&(this.k=new Sf),this.k).Nk():this.ii(),t))},h.bi=function(t,n){switch(t){case 0:!this.c&&(this.c=new Ls(this,0)),$O(this.c,n);return;case 1:(!this.c&&(this.c=new Ls(this,0)),l(l(ku(this.c,(Gi(),Sv)),160),220)).Wb(n);return;case 2:!this.b&&(this.b=new Ls(this,2)),$O(this.b,n);return}uf(this,t-yr(this.ii()),Mn(this.j&2?(!this.k&&(this.k=new Sf),this.k).Nk():this.ii(),t),n)},h.ii=function(){return Gi(),UPe},h.ki=function(t){switch(t){case 0:!this.c&&(this.c=new Ls(this,0)),$r(this.c);return;case 1:(!this.c&&(this.c=new Ls(this,0)),l(ku(this.c,(Gi(),Sv)),160)).$b();return;case 2:!this.b&&(this.b=new Ls(this,2)),$r(this.b);return}cf(this,t-yr(this.ii()),Mn(this.j&2?(!this.k&&(this.k=new Sf),this.k).Nk():this.ii(),t))},h.Ib=function(){var t;return this.j&4?g0(this):(t=new Af(g0(this)),t.a+=" (mixed: ",O_(t,this.c),t.a+=", anyAttribute: ",O_(t,this.b),t.a+=")",t.a)},I(ea,"AnyTypeImpl",844),D(681,516,{110:1,94:1,93:1,58:1,54:1,99:1,2119:1,681:1},yre),h.Lh=function(t,n,r){switch(t){case 0:return this.a;case 1:return this.b}return sf(this,t-yr((Gi(),c7)),Mn(this.j&2?(!this.k&&(this.k=new Sf),this.k).Nk():c7,t),n,r)},h.Wh=function(t){switch(t){case 0:return this.a!=null;case 1:return this.b!=null}return nf(this,t-yr((Gi(),c7)),Mn(this.j&2?(!this.k&&(this.k=new Sf),this.k).Nk():c7,t))},h.bi=function(t,n){switch(t){case 0:vr(this,ei(n));return;case 1:pr(this,ei(n));return}uf(this,t-yr((Gi(),c7)),Mn(this.j&2?(!this.k&&(this.k=new Sf),this.k).Nk():c7,t),n)},h.ii=function(){return Gi(),c7},h.ki=function(t){switch(t){case 0:this.a=null;return;case 1:this.b=null;return}cf(this,t-yr((Gi(),c7)),Mn(this.j&2?(!this.k&&(this.k=new Sf),this.k).Nk():c7,t))},h.Ib=function(){var t;return this.j&4?g0(this):(t=new Af(g0(this)),t.a+=" (data: ",Xo(t,this.a),t.a+=", target: ",Xo(t,this.b),t.a+=")",t.a)},h.a=null,h.b=null,I(ea,"ProcessingInstructionImpl",681),D(682,844,{110:1,94:1,93:1,58:1,54:1,99:1,857:1,2120:1,682:1},fJe),h.Lh=function(t,n,r){switch(t){case 0:return r?(!this.c&&(this.c=new Ls(this,0)),this.c):(!this.c&&(this.c=new Ls(this,0)),this.c.b);case 1:return r?(!this.c&&(this.c=new Ls(this,0)),l(ku(this.c,(Gi(),Sv)),160)):(!this.c&&(this.c=new Ls(this,0)),l(l(ku(this.c,(Gi(),Sv)),160),220)).Vl();case 2:return r?(!this.b&&(this.b=new Ls(this,2)),this.b):(!this.b&&(this.b=new Ls(this,2)),this.b.b);case 3:return!this.c&&(this.c=new Ls(this,0)),ei(pP(this.c,(Gi(),HM),!0));case 4:return l4e(this.a,(!this.c&&(this.c=new Ls(this,0)),ei(pP(this.c,(Gi(),HM),!0))));case 5:return this.a}return sf(this,t-yr((Gi(),u7)),Mn(this.j&2?(!this.k&&(this.k=new Sf),this.k).Nk():u7,t),n,r)},h.Wh=function(t){switch(t){case 0:return!!this.c&&this.c.i!=0;case 1:return!(!this.c&&(this.c=new Ls(this,0)),l(ku(this.c,(Gi(),Sv)),160)).dc();case 2:return!!this.b&&this.b.i!=0;case 3:return!this.c&&(this.c=new Ls(this,0)),ei(pP(this.c,(Gi(),HM),!0))!=null;case 4:return l4e(this.a,(!this.c&&(this.c=new Ls(this,0)),ei(pP(this.c,(Gi(),HM),!0))))!=null;case 5:return!!this.a}return nf(this,t-yr((Gi(),u7)),Mn(this.j&2?(!this.k&&(this.k=new Sf),this.k).Nk():u7,t))},h.bi=function(t,n){switch(t){case 0:!this.c&&(this.c=new Ls(this,0)),$O(this.c,n);return;case 1:(!this.c&&(this.c=new Ls(this,0)),l(l(ku(this.c,(Gi(),Sv)),160),220)).Wb(n);return;case 2:!this.b&&(this.b=new Ls(this,2)),$O(this.b,n);return;case 3:J5e(this,ei(n));return;case 4:J5e(this,u4e(this.a,n));return;case 5:Nn(this,l(n,156));return}uf(this,t-yr((Gi(),u7)),Mn(this.j&2?(!this.k&&(this.k=new Sf),this.k).Nk():u7,t),n)},h.ii=function(){return Gi(),u7},h.ki=function(t){switch(t){case 0:!this.c&&(this.c=new Ls(this,0)),$r(this.c);return;case 1:(!this.c&&(this.c=new Ls(this,0)),l(ku(this.c,(Gi(),Sv)),160)).$b();return;case 2:!this.b&&(this.b=new Ls(this,2)),$r(this.b);return;case 3:!this.c&&(this.c=new Ls(this,0)),HU(this.c,(Gi(),HM),null);return;case 4:J5e(this,u4e(this.a,null));return;case 5:this.a=null;return}cf(this,t-yr((Gi(),u7)),Mn(this.j&2?(!this.k&&(this.k=new Sf),this.k).Nk():u7,t))},I(ea,"SimpleAnyTypeImpl",682),D(683,516,{110:1,94:1,93:1,58:1,54:1,99:1,2121:1,683:1},dJe),h.Lh=function(t,n,r){switch(t){case 0:return r?(!this.a&&(this.a=new Ls(this,0)),this.a):(!this.a&&(this.a=new Ls(this,0)),this.a.b);case 1:return r?(!this.b&&(this.b=new xl((Tn(),No),Yc,this,1)),this.b):(!this.b&&(this.b=new xl((Tn(),No),Yc,this,1)),iN(this.b));case 2:return r?(!this.c&&(this.c=new xl((Tn(),No),Yc,this,2)),this.c):(!this.c&&(this.c=new xl((Tn(),No),Yc,this,2)),iN(this.c));case 3:return!this.a&&(this.a=new Ls(this,0)),ku(this.a,(Gi(),bF));case 4:return!this.a&&(this.a=new Ls(this,0)),ku(this.a,(Gi(),mF));case 5:return!this.a&&(this.a=new Ls(this,0)),ku(this.a,(Gi(),VM));case 6:return!this.a&&(this.a=new Ls(this,0)),ku(this.a,(Gi(),UM))}return sf(this,t-yr((Gi(),C3)),Mn(this.j&2?(!this.k&&(this.k=new Sf),this.k).Nk():C3,t),n,r)},h.Uh=function(t,n,r){var a;switch(n){case 0:return!this.a&&(this.a=new Ls(this,0)),hP(this.a,t,r);case 1:return!this.b&&(this.b=new xl((Tn(),No),Yc,this,1)),Uq(this.b,t,r);case 2:return!this.c&&(this.c=new xl((Tn(),No),Yc,this,2)),Uq(this.c,t,r);case 5:return!this.a&&(this.a=new Ls(this,0)),Irt(ku(this.a,(Gi(),VM)),t,r)}return a=l(Mn(this.j&2?(!this.k&&(this.k=new Sf),this.k).Nk():(Gi(),C3),n),69),a.wk().Ak(this,V6e(this),n-yr((Gi(),C3)),t,r)},h.Wh=function(t){switch(t){case 0:return!!this.a&&this.a.i!=0;case 1:return!!this.b&&this.b.f!=0;case 2:return!!this.c&&this.c.f!=0;case 3:return!this.a&&(this.a=new Ls(this,0)),!_q(ku(this.a,(Gi(),bF)));case 4:return!this.a&&(this.a=new Ls(this,0)),!_q(ku(this.a,(Gi(),mF)));case 5:return!this.a&&(this.a=new Ls(this,0)),!_q(ku(this.a,(Gi(),VM)));case 6:return!this.a&&(this.a=new Ls(this,0)),!_q(ku(this.a,(Gi(),UM)))}return nf(this,t-yr((Gi(),C3)),Mn(this.j&2?(!this.k&&(this.k=new Sf),this.k).Nk():C3,t))},h.bi=function(t,n){switch(t){case 0:!this.a&&(this.a=new Ls(this,0)),$O(this.a,n);return;case 1:!this.b&&(this.b=new xl((Tn(),No),Yc,this,1)),_V(this.b,n);return;case 2:!this.c&&(this.c=new xl((Tn(),No),Yc,this,2)),_V(this.c,n);return;case 3:!this.a&&(this.a=new Ls(this,0)),_8(ku(this.a,(Gi(),bF))),!this.a&&(this.a=new Ls(this,0)),F_(ku(this.a,bF),l(n,16));return;case 4:!this.a&&(this.a=new Ls(this,0)),_8(ku(this.a,(Gi(),mF))),!this.a&&(this.a=new Ls(this,0)),F_(ku(this.a,mF),l(n,16));return;case 5:!this.a&&(this.a=new Ls(this,0)),_8(ku(this.a,(Gi(),VM))),!this.a&&(this.a=new Ls(this,0)),F_(ku(this.a,VM),l(n,16));return;case 6:!this.a&&(this.a=new Ls(this,0)),_8(ku(this.a,(Gi(),UM))),!this.a&&(this.a=new Ls(this,0)),F_(ku(this.a,UM),l(n,16));return}uf(this,t-yr((Gi(),C3)),Mn(this.j&2?(!this.k&&(this.k=new Sf),this.k).Nk():C3,t),n)},h.ii=function(){return Gi(),C3},h.ki=function(t){switch(t){case 0:!this.a&&(this.a=new Ls(this,0)),$r(this.a);return;case 1:!this.b&&(this.b=new xl((Tn(),No),Yc,this,1)),this.b.c.$b();return;case 2:!this.c&&(this.c=new xl((Tn(),No),Yc,this,2)),this.c.c.$b();return;case 3:!this.a&&(this.a=new Ls(this,0)),_8(ku(this.a,(Gi(),bF)));return;case 4:!this.a&&(this.a=new Ls(this,0)),_8(ku(this.a,(Gi(),mF)));return;case 5:!this.a&&(this.a=new Ls(this,0)),_8(ku(this.a,(Gi(),VM)));return;case 6:!this.a&&(this.a=new Ls(this,0)),_8(ku(this.a,(Gi(),UM)));return}cf(this,t-yr((Gi(),C3)),Mn(this.j&2?(!this.k&&(this.k=new Sf),this.k).Nk():C3,t))},h.Ib=function(){var t;return this.j&4?g0(this):(t=new Af(g0(this)),t.a+=" (mixed: ",O_(t,this.a),t.a+=")",t.a)},I(ea,"XMLTypeDocumentRootImpl",683),D(2028,720,{110:1,94:1,93:1,480:1,155:1,58:1,114:1,54:1,99:1,158:1,119:1,120:1,2122:1},uk),h.ri=function(t,n){switch(t.hk()){case 7:case 8:case 9:case 10:case 16:case 22:case 23:case 24:case 25:case 26:case 32:case 33:case 34:case 36:case 37:case 44:case 45:case 50:case 51:case 53:case 55:case 56:case 57:case 58:case 60:case 61:case 4:return n==null?null:xc(n);case 19:case 28:case 29:case 35:case 38:case 39:case 41:case 46:case 52:case 54:case 5:return ei(n);case 6:return hfn(l(n,195));case 12:case 47:case 49:case 11:return Lvt(this,t,n);case 13:return n==null?null:kLn(l(n,247));case 15:case 14:return n==null?null:_gn(ze(Ge(n)));case 17:return Sgt((Gi(),n));case 18:return Sgt(n);case 21:case 20:return n==null?null:Agn(l(n,161).a);case 27:return ffn(l(n,195));case 30:return $dt((Gi(),l(n,15)));case 31:return $dt(l(n,15));case 40:return gfn((Gi(),n));case 42:return _gt((Gi(),n));case 43:return _gt(n);case 59:case 48:return dfn((Gi(),n));default:throw ue(new Yn(yT+t.xe()+t3))}},h.si=function(t){var n,r,a,o,f;switch(t.G==-1&&(t.G=(r=Ah(t),r?f2(r.vi(),t):-1)),t.G){case 0:return n=new zwe,n;case 1:return a=new yre,a;case 2:return o=new fJe,o;case 3:return f=new dJe,f;default:throw ue(new Yn(qfe+t.zb+t3))}},h.ti=function(t,n){var r,a,o,f,g,w,E,C,L,B,z,V,J,te,fe,Te;switch(t.hk()){case 5:case 52:case 4:return n;case 6:return y6n(n);case 8:case 7:return n==null?null:axn(n);case 9:return n==null?null:fN(Oh((a=Tu(n,!0),a.length>0&&(Xn(0,a.length),a.charCodeAt(0)==43)?(Xn(1,a.length+1),a.substr(1)):a),-128,127)<<24>>24);case 10:return n==null?null:fN(Oh((o=Tu(n,!0),o.length>0&&(Xn(0,o.length),o.charCodeAt(0)==43)?(Xn(1,o.length+1),o.substr(1)):o),-128,127)<<24>>24);case 11:return ei(Kw(this,(Gi(),aAt),n));case 12:return ei(Kw(this,(Gi(),oAt),n));case 13:return n==null?null:new h3e(Tu(n,!0));case 15:case 14:return LTn(n);case 16:return ei(Kw(this,(Gi(),cAt),n));case 17:return q1t((Gi(),n));case 18:return q1t(n);case 28:case 29:case 35:case 38:case 39:case 41:case 54:case 19:return Tu(n,!0);case 21:case 20:return jTn(n);case 22:return ei(Kw(this,(Gi(),uAt),n));case 23:return ei(Kw(this,(Gi(),lAt),n));case 24:return ei(Kw(this,(Gi(),hAt),n));case 25:return ei(Kw(this,(Gi(),fAt),n));case 26:return ei(Kw(this,(Gi(),dAt),n));case 27:return c6n(n);case 30:return H1t((Gi(),n));case 31:return H1t(n);case 32:return n==null?null:pt(Oh((L=Tu(n,!0),L.length>0&&(Xn(0,L.length),L.charCodeAt(0)==43)?(Xn(1,L.length+1),L.substr(1)):L),lo,Ii));case 33:return n==null?null:new ob((B=Tu(n,!0),B.length>0&&(Xn(0,B.length),B.charCodeAt(0)==43)?(Xn(1,B.length+1),B.substr(1)):B));case 34:return n==null?null:pt(Oh((z=Tu(n,!0),z.length>0&&(Xn(0,z.length),z.charCodeAt(0)==43)?(Xn(1,z.length+1),z.substr(1)):z),lo,Ii));case 36:return n==null?null:ap(KU((V=Tu(n,!0),V.length>0&&(Xn(0,V.length),V.charCodeAt(0)==43)?(Xn(1,V.length+1),V.substr(1)):V)));case 37:return n==null?null:ap(KU((J=Tu(n,!0),J.length>0&&(Xn(0,J.length),J.charCodeAt(0)==43)?(Xn(1,J.length+1),J.substr(1)):J)));case 40:return s7n((Gi(),n));case 42:return V1t((Gi(),n));case 43:return V1t(n);case 44:return n==null?null:new ob((te=Tu(n,!0),te.length>0&&(Xn(0,te.length),te.charCodeAt(0)==43)?(Xn(1,te.length+1),te.substr(1)):te));case 45:return n==null?null:new ob((fe=Tu(n,!0),fe.length>0&&(Xn(0,fe.length),fe.charCodeAt(0)==43)?(Xn(1,fe.length+1),fe.substr(1)):fe));case 46:return Tu(n,!1);case 47:return ei(Kw(this,(Gi(),gAt),n));case 59:case 48:return i7n((Gi(),n));case 49:return ei(Kw(this,(Gi(),pAt),n));case 50:return n==null?null:_E(Oh((Te=Tu(n,!0),Te.length>0&&(Xn(0,Te.length),Te.charCodeAt(0)==43)?(Xn(1,Te.length+1),Te.substr(1)):Te),JG,32767)<<16>>16);case 51:return n==null?null:_E(Oh((f=Tu(n,!0),f.length>0&&(Xn(0,f.length),f.charCodeAt(0)==43)?(Xn(1,f.length+1),f.substr(1)):f),JG,32767)<<16>>16);case 53:return ei(Kw(this,(Gi(),bAt),n));case 55:return n==null?null:_E(Oh((g=Tu(n,!0),g.length>0&&(Xn(0,g.length),g.charCodeAt(0)==43)?(Xn(1,g.length+1),g.substr(1)):g),JG,32767)<<16>>16);case 56:return n==null?null:_E(Oh((w=Tu(n,!0),w.length>0&&(Xn(0,w.length),w.charCodeAt(0)==43)?(Xn(1,w.length+1),w.substr(1)):w),JG,32767)<<16>>16);case 57:return n==null?null:ap(KU((E=Tu(n,!0),E.length>0&&(Xn(0,E.length),E.charCodeAt(0)==43)?(Xn(1,E.length+1),E.substr(1)):E)));case 58:return n==null?null:ap(KU((C=Tu(n,!0),C.length>0&&(Xn(0,C.length),C.charCodeAt(0)==43)?(Xn(1,C.length+1),C.substr(1)):C)));case 60:return 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u=0;u<5;u++)s+=` + .subgraph-lvl-${u} { + fill: ${i[`surface${u}`]}; + stroke: ${i[`surfacePeer${u}`]}; + } + `;return s},jan=Object.freeze(Object.defineProperty({__proto__:null,diagram:{db:_Ut,renderer:Fan,parser:Gbe,styles:i=>`.label { + font-family: ${i.fontFamily}; + color: ${i.nodeTextColor||i.textColor}; + } + .cluster-label text { + fill: ${i.titleColor}; + } + .cluster-label span { + color: ${i.titleColor}; + } + + .label text,span { + fill: ${i.nodeTextColor||i.textColor}; + color: ${i.nodeTextColor||i.textColor}; + } + + .node rect, + .node circle, + .node ellipse, + .node polygon, + .node path { + fill: ${i.mainBkg}; + stroke: ${i.nodeBorder}; + stroke-width: 1px; + } + + .node .label { + text-align: center; + } + .node.clickable { + cursor: pointer; + } + + .arrowheadPath { + fill: ${i.arrowheadColor}; + } + + .edgePath .path { + stroke: ${i.lineColor}; + stroke-width: 2.0px; + } + + .flowchart-link { + stroke: ${i.lineColor}; + fill: none; + } + + .edgeLabel { + background-color: ${i.edgeLabelBackground}; + rect { + opacity: 0.85; + background-color: ${i.edgeLabelBackground}; + fill: ${i.edgeLabelBackground}; + } + text-align: center; + } + + .cluster rect { + fill: ${i.clusterBkg}; + stroke: ${i.clusterBorder}; + stroke-width: 1px; + } + + .cluster text { + fill: ${i.titleColor}; + } + + .cluster span { + color: ${i.titleColor}; + } + /* .cluster div { + color: ${i.titleColor}; + } */ + + div.mermaidTooltip { + position: absolute; + text-align: center; + max-width: 200px; + padding: 2px; + font-family: ${i.fontFamily}; + font-size: 12px; + background: ${i.tertiaryColor}; + border: 1px solid ${i.border2}; + border-radius: 2px; + pointer-events: none; + z-index: 100; + } + + .flowchartTitleText { + text-anchor: middle; + font-size: 18px; + fill: ${i.textColor}; + } + .subgraph { + stroke-width:2; + rx:3; + } + // .subgraph-lvl-1 { + // fill:#ccc; + // // stroke:black; + // } + + .flowchart-label text { + text-anchor: middle; + } + + ${Ran(i)} 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k5=O(ba,x.hoverData.downs);k5&&(x.hoverData.dragging=!0,x.hoverData.justStartedPan=!0,$c[4]=0,x.data.bgActivePosistion=J7(Es),x.redrawHint("select",!0),x.redraw())}ba&&ba.pannable()&&ba.active()&&ba.unactivate()}}else{if(ba&&ba.pannable()&&ba.active()&&ba.unactivate(),(!ba||!ba.grabbed())&&za!=Sc&&(Sc&&S(Sc,["mouseout","tapdragout"],G,{x:wr[0],y:wr[1]}),za&&S(za,["mouseover","tapdragover"],G,{x:wr[0],y:wr[1]}),x.hoverData.last=za),ba)if(Wl){if(lr.boxSelectionEnabled()&&Wv)ba&&ba.grabbed()&&(_e(lh),ba.emit("freeon"),lh.emit("free"),x.dragData.didDrag&&(ba.emit("dragfreeon"),lh.emit("dragfree"))),E8();else if(ba&&ba.grabbed()&&x.nodeIsDraggable(ba)){var Qd=!x.dragData.didDrag;Qd&&x.redrawHint("eles",!0),x.dragData.didDrag=!0,x.hoverData.draggingEles||me(lh,{inDragLayer:!0});var _1={x:0,y:0};if(X(xo[0])&&X(xo[1])&&(_1.x+=xo[0],_1.y+=xo[1],Qd)){var Jd=x.hoverData.dragDelta;Jd&&X(Jd[0])&&X(Jd[1])&&(_1.x+=Jd[0],_1.y+=Jd[1])}x.hoverData.draggingEles=!0,lh.silentShift(_1).emit("position drag"),x.redrawHint("drag",!0),x.redraw()}}else sy();kr=!0}if($c[2]=wr[0],$c[3]=wr[1],kr)return G.stopPropagation&&G.stopPropagation(),G.preventDefault&&G.preventDefault(),!1}},!1);var Lt,Mt,ut;x.registerBinding(m,"mouseup",function(G){var Jn=x.hoverData.capture;if(Jn){x.hoverData.capture=!1;var kr=x.cy,lr=x.projectIntoViewport(G.clientX,G.clientY),Vt=x.selection,Hs=x.findNearestElement(lr[0],lr[1],!0,!1),wr=x.dragData.possibleDragElements,Es=x.hoverData.down,go=M(G);if(x.data.bgActivePosistion&&(x.redrawHint("select",!0),x.redraw()),x.hoverData.tapholdCancelled=!0,x.data.bgActivePosistion=void 0,Es&&Es.unactivate(),x.hoverData.which===3){var $c={originalEvent:G,type:"cxttapend",position:{x:lr[0],y:lr[1]}};if(Es?Es.emit($c):kr.emit($c),!x.hoverData.cxtDragged){var za={originalEvent:G,type:"cxttap",position:{x:lr[0],y:lr[1]}};Es?Es.emit(za):kr.emit(za)}x.hoverData.cxtDragged=!1,x.hoverData.which=null}else if(x.hoverData.which===1){if(S(Hs,["mouseup","tapend","vmouseup"],G,{x:lr[0],y:lr[1]}),!x.dragData.didDrag&&!x.hoverData.dragged&&!x.hoverData.selecting&&!x.hoverData.isOverThresholdDrag&&(S(Es,["click","tap","vclick"],G,{x:lr[0],y:lr[1]}),Mt=!1,G.timeStamp-ut<=kr.multiClickDebounceTime()?(Lt&&clearTimeout(Lt),Mt=!0,ut=null,S(Es,["dblclick","dbltap","vdblclick"],G,{x:lr[0],y:lr[1]})):(Lt=setTimeout(function(){Mt||S(Es,["oneclick","onetap","voneclick"],G,{x:lr[0],y:lr[1]})},kr.multiClickDebounceTime()),ut=G.timeStamp)),Es==null&&!x.dragData.didDrag&&!x.hoverData.selecting&&!x.hoverData.dragged&&!M(G)&&(kr.$(k).unselect(["tapunselect"]),wr.length>0&&x.redrawHint("eles",!0),x.dragData.possibleDragElements=wr=kr.collection()),Hs==Es&&!x.dragData.didDrag&&!x.hoverData.selecting&&Hs!=null&&Hs._private.selectable&&(x.hoverData.dragging||(kr.selectionType()==="additive"||go?Hs.selected()?Hs.unselect(["tapunselect"]):Hs.select(["tapselect"]):go||(kr.$(k).unmerge(Hs).unselect(["tapunselect"]),Hs.select(["tapselect"]))),x.redrawHint("eles",!0)),x.hoverData.selecting){var Sc=kr.collection(x.getAllInBox(Vt[0],Vt[1],Vt[2],Vt[3]));x.redrawHint("select",!0),Sc.length>0&&x.redrawHint("eles",!0),kr.emit({type:"boxend",originalEvent:G,position:{x:lr[0],y:lr[1]}});var ba=function(Wl){return Wl.selectable()&&!Wl.selected()};kr.selectionType()==="additive"||go||kr.$(k).unmerge(Sc).unselect(),Sc.emit("box").stdFilter(ba).select().emit("boxselect"),x.redraw()}if(x.hoverData.dragging&&(x.hoverData.dragging=!1,x.redrawHint("select",!0),x.redrawHint("eles",!0),x.redraw()),!Vt[4]){x.redrawHint("drag",!0),x.redrawHint("eles",!0);var xo=Es&&Es.grabbed();_e(wr),xo&&(Es.emit("freeon"),wr.emit("free"),x.dragData.didDrag&&(Es.emit("dragfreeon"),wr.emit("dragfree")))}}Vt[4]=0,x.hoverData.down=null,x.hoverData.cxtStarted=!1,x.hoverData.draggingEles=!1,x.hoverData.selecting=!1,x.hoverData.isOverThresholdDrag=!1,x.dragData.didDrag=!1,x.hoverData.dragged=!1,x.hoverData.dragDelta=[],x.hoverData.mdownPos=null,x.hoverData.mdownGPos=null}},!1);var Wt=function(G){if(!x.scrollingPage){var Jn=x.cy,kr=Jn.zoom(),lr=Jn.pan(),Vt=x.projectIntoViewport(G.clientX,G.clientY),Hs=[Vt[0]*kr+lr.x,Vt[1]*kr+lr.y];if(x.hoverData.draggingEles||x.hoverData.dragging||x.hoverData.cxtStarted||mt()){G.preventDefault();return}if(Jn.panningEnabled()&&Jn.userPanningEnabled()&&Jn.zoomingEnabled()&&Jn.userZoomingEnabled()){G.preventDefault(),x.data.wheelZooming=!0,clearTimeout(x.data.wheelTimeout),x.data.wheelTimeout=setTimeout(function(){x.data.wheelZooming=!1,x.redrawHint("eles",!0),x.redraw()},150);var wr;G.deltaY!=null?wr=G.deltaY/-250:G.wheelDeltaY!=null?wr=G.wheelDeltaY/1e3:wr=G.wheelDelta/1e3,wr=wr*x.wheelSensitivity;var Es=G.deltaMode===1;Es&&(wr*=33);var go=Jn.zoom()*Math.pow(10,wr);G.type==="gesturechange"&&(go=x.gestureStartZoom*G.scale),Jn.zoom({level:go,renderedPosition:{x:Hs[0],y:Hs[1]}}),Jn.emit(G.type==="gesturechange"?"pinchzoom":"scrollzoom")}}};x.registerBinding(x.container,"wheel",Wt,!0),x.registerBinding(m,"scroll",function(G){x.scrollingPage=!0,clearTimeout(x.scrollingPageTimeout),x.scrollingPageTimeout=setTimeout(function(){x.scrollingPage=!1},250)},!0),x.registerBinding(x.container,"gesturestart",function(G){x.gestureStartZoom=x.cy.zoom(),x.hasTouchStarted||G.preventDefault()},!0),x.registerBinding(x.container,"gesturechange",function(tr){x.hasTouchStarted||Wt(tr)},!0),x.registerBinding(x.container,"mouseout",function(G){var Jn=x.projectIntoViewport(G.clientX,G.clientY);x.cy.emit({originalEvent:G,type:"mouseout",position:{x:Jn[0],y:Jn[1]}})},!1),x.registerBinding(x.container,"mouseover",function(G){var Jn=x.projectIntoViewport(G.clientX,G.clientY);x.cy.emit({originalEvent:G,type:"mouseover",position:{x:Jn[0],y:Jn[1]}})},!1);var Tt,_n,hn,Yt,Dn,ir,vr,Nn,pr,Er,Mr,Cr,Or,Wn=function(G,Jn,kr,lr){return Math.sqrt((kr-G)*(kr-G)+(lr-Jn)*(lr-Jn))},br=function(G,Jn,kr,lr){return(kr-G)*(kr-G)+(lr-Jn)*(lr-Jn)},Sr;x.registerBinding(x.container,"touchstart",Sr=function(G){if(x.hasTouchStarted=!0,!!Je(G)){Be(),x.touchData.capture=!0,x.data.bgActivePosistion=void 0;var Jn=x.cy,kr=x.touchData.now,lr=x.touchData.earlier;if(G.touches[0]){var Vt=x.projectIntoViewport(G.touches[0].clientX,G.touches[0].clientY);kr[0]=Vt[0],kr[1]=Vt[1]}if(G.touches[1]){var Vt=x.projectIntoViewport(G.touches[1].clientX,G.touches[1].clientY);kr[2]=Vt[0],kr[3]=Vt[1]}if(G.touches[2]){var Vt=x.projectIntoViewport(G.touches[2].clientX,G.touches[2].clientY);kr[4]=Vt[0],kr[5]=Vt[1]}if(G.touches[1]){x.touchData.singleTouchMoved=!0,_e(x.dragData.touchDragEles);var Hs=x.findContainerClientCoords();pr=Hs[0],Er=Hs[1],Mr=Hs[2],Cr=Hs[3],Tt=G.touches[0].clientX-pr,_n=G.touches[0].clientY-Er,hn=G.touches[1].clientX-pr,Yt=G.touches[1].clientY-Er,Or=0<=Tt&&Tt<=Mr&&0<=hn&&hn<=Mr&&0<=_n&&_n<=Cr&&0<=Yt&&Yt<=Cr;var wr=Jn.pan(),Es=Jn.zoom();Dn=Wn(Tt,_n,hn,Yt),ir=br(Tt,_n,hn,Yt),vr=[(Tt+hn)/2,(_n+Yt)/2],Nn=[(vr[0]-wr.x)/Es,(vr[1]-wr.y)/Es];var go=200,$c=go*go;if(ir<$c&&!G.touches[2]){var za=x.findNearestElement(kr[0],kr[1],!0,!0),Sc=x.findNearestElement(kr[2],kr[3],!0,!0);za&&za.isNode()?(za.activate().emit({originalEvent:G,type:"cxttapstart",position:{x:kr[0],y:kr[1]}}),x.touchData.start=za):Sc&&Sc.isNode()?(Sc.activate().emit({originalEvent:G,type:"cxttapstart",position:{x:kr[0],y:kr[1]}}),x.touchData.start=Sc):Jn.emit({originalEvent:G,type:"cxttapstart",position:{x:kr[0],y:kr[1]}}),x.touchData.start&&(x.touchData.start._private.grabbed=!1),x.touchData.cxt=!0,x.touchData.cxtDragged=!1,x.data.bgActivePosistion=void 0,x.redraw();return}}if(G.touches[2])Jn.boxSelectionEnabled()&&G.preventDefault();else if(!G.touches[1]){if(G.touches[0]){var ba=x.findNearestElements(kr[0],kr[1],!0,!0),xo=ba[0];if(xo!=null&&(xo.activate(),x.touchData.start=xo,x.touchData.starts=ba,x.nodeIsGrabbable(xo))){var lh=x.dragData.touchDragEles=Jn.collection(),Wl=null;x.redrawHint("eles",!0),x.redrawHint("drag",!0),xo.selected()?(Wl=Jn.$(function(fd){return fd.selected()&&x.nodeIsGrabbable(fd)}),me(Wl,{addToList:lh})):Le(xo,{addToList:lh}),Y(xo);var Z2=function(Wv){return{originalEvent:G,type:Wv,position:{x:kr[0],y:kr[1]}}};xo.emit(Z2("grabon")),Wl?Wl.forEach(function(fd){fd.emit(Z2("grab"))}):xo.emit(Z2("grab"))}S(xo,["touchstart","tapstart","vmousedown"],G,{x:kr[0],y:kr[1]}),xo==null&&(x.data.bgActivePosistion={x:Vt[0],y:Vt[1]},x.redrawHint("select",!0),x.redraw()),x.touchData.singleTouchMoved=!1,x.touchData.singleTouchStartTime=+new Date,clearTimeout(x.touchData.tapholdTimeout),x.touchData.tapholdTimeout=setTimeout(function(){x.touchData.singleTouchMoved===!1&&!x.pinching&&!x.touchData.selecting&&S(x.touchData.start,["taphold"],G,{x:kr[0],y:kr[1]})},x.tapholdDuration)}}if(G.touches.length>=1){for(var eb=x.touchData.startPosition=[null,null,null,null,null,null],G0=0;G0=x.touchTapThreshold2}if(Jn&&x.touchData.cxt){G.preventDefault();var eb=G.touches[0].clientX-pr,G0=G.touches[0].clientY-Er,zp=G.touches[1].clientX-pr,fd=G.touches[1].clientY-Er,Wv=br(eb,G0,zp,fd),sy=Wv/ir,E8=150,x5=E8*E8,T8=1.5,ZS=T8*T8;if(sy>=ZS||Wv>=x5){x.touchData.cxt=!1,x.data.bgActivePosistion=void 0,x.redrawHint("select",!0);var k5={originalEvent:G,type:"cxttapend",position:{x:Vt[0],y:Vt[1]}};x.touchData.start?(x.touchData.start.unactivate().emit(k5),x.touchData.start=null):lr.emit(k5)}}if(Jn&&x.touchData.cxt){var k5={originalEvent:G,type:"cxtdrag",position:{x:Vt[0],y:Vt[1]}};x.data.bgActivePosistion=void 0,x.redrawHint("select",!0),x.touchData.start?x.touchData.start.emit(k5):lr.emit(k5),x.touchData.start&&(x.touchData.start._private.grabbed=!1),x.touchData.cxtDragged=!0;var Qd=x.findNearestElement(Vt[0],Vt[1],!0,!0);(!x.touchData.cxtOver||Qd!==x.touchData.cxtOver)&&(x.touchData.cxtOver&&x.touchData.cxtOver.emit({originalEvent:G,type:"cxtdragout",position:{x:Vt[0],y:Vt[1]}}),x.touchData.cxtOver=Qd,Qd&&Qd.emit({originalEvent:G,type:"cxtdragover",position:{x:Vt[0],y:Vt[1]}}))}else if(Jn&&G.touches[2]&&lr.boxSelectionEnabled())G.preventDefault(),x.data.bgActivePosistion=void 0,this.lastThreeTouch=+new Date,x.touchData.selecting||lr.emit({originalEvent:G,type:"boxstart",position:{x:Vt[0],y:Vt[1]}}),x.touchData.selecting=!0,x.touchData.didSelect=!0,kr[4]=1,!kr||kr.length===0||kr[0]===void 0?(kr[0]=(Vt[0]+Vt[2]+Vt[4])/3,kr[1]=(Vt[1]+Vt[3]+Vt[5])/3,kr[2]=(Vt[0]+Vt[2]+Vt[4])/3+1,kr[3]=(Vt[1]+Vt[3]+Vt[5])/3+1):(kr[2]=(Vt[0]+Vt[2]+Vt[4])/3,kr[3]=(Vt[1]+Vt[3]+Vt[5])/3),x.redrawHint("select",!0),x.redraw();else if(Jn&&G.touches[1]&&!x.touchData.didSelect&&lr.zoomingEnabled()&&lr.panningEnabled()&&lr.userZoomingEnabled()&&lr.userPanningEnabled()){G.preventDefault(),x.data.bgActivePosistion=void 0,x.redrawHint("select",!0);var _1=x.dragData.touchDragEles;if(_1){x.redrawHint("drag",!0);for(var Jd=0;Jd<_1.length;Jd++){var Yv=_1[Jd]._private;Yv.grabbed=!1,Yv.rscratch.inDragLayer=!1}}var Em=x.touchData.start,eb=G.touches[0].clientX-pr,G0=G.touches[0].clientY-Er,zp=G.touches[1].clientX-pr,fd=G.touches[1].clientY-Er,Lz=Wn(eb,G0,zp,fd),Lie=Lz/Dn;if(Or){var Mie=eb-Tt,e_=G0-_n,Die=zp-hn,Iie=fd-Yt,E5=(Mie+Die)/2,Mz=(e_+Iie)/2,yk=lr.zoom(),UI=yk*Lie,t_=lr.pan(),Dz=Nn[0]*yk+t_.x,Iz=Nn[1]*yk+t_.y,Oie={x:-UI/yk*(Dz-t_.x-E5)+Dz,y:-UI/yk*(Iz-t_.y-Mz)+Iz};if(Em&&Em.active()){var _1=x.dragData.touchDragEles;_e(_1),x.redrawHint("drag",!0),x.redrawHint("eles",!0),Em.unactivate().emit("freeon"),_1.emit("free"),x.dragData.didDrag&&(Em.emit("dragfreeon"),_1.emit("dragfree"))}lr.viewport({zoom:UI,pan:Oie,cancelOnFailedZoom:!0}),lr.emit("pinchzoom"),Dn=Lz,Tt=eb,_n=G0,hn=zp,Yt=fd,x.pinching=!0}if(G.touches[0]){var Es=x.projectIntoViewport(G.touches[0].clientX,G.touches[0].clientY);Vt[0]=Es[0],Vt[1]=Es[1]}if(G.touches[1]){var Es=x.projectIntoViewport(G.touches[1].clientX,G.touches[1].clientY);Vt[2]=Es[0],Vt[3]=Es[1]}if(G.touches[2]){var Es=x.projectIntoViewport(G.touches[2].clientX,G.touches[2].clientY);Vt[4]=Es[0],Vt[5]=Es[1]}}else if(G.touches[0]&&!x.touchData.didSelect){var qp=x.touchData.start,n_=x.touchData.last,Qd;if(!x.hoverData.draggingEles&&!x.swipePanning&&(Qd=x.findNearestElement(Vt[0],Vt[1],!0,!0)),Jn&&qp!=null&&G.preventDefault(),Jn&&qp!=null&&x.nodeIsDraggable(qp))if($c){var _1=x.dragData.touchDragEles,GI=!x.dragData.didDrag;GI&&me(_1,{inDragLayer:!0}),x.dragData.didDrag=!0;var Tm={x:0,y:0};if(X(za[0])&&X(za[1])&&(Tm.x+=za[0],Tm.y+=za[1],GI)){x.redrawHint("eles",!0);var Zd=x.touchData.dragDelta;Zd&&X(Zd[0])&&X(Zd[1])&&(Tm.x+=Zd[0],Tm.y+=Zd[1])}x.hoverData.draggingEles=!0,_1.silentShift(Tm).emit("position drag"),x.redrawHint("drag",!0),x.touchData.startPosition[0]==Hs[0]&&x.touchData.startPosition[1]==Hs[1]&&x.redrawHint("eles",!0),x.redraw()}else{var Zd=x.touchData.dragDelta=x.touchData.dragDelta||[];Zd.length===0?(Zd.push(za[0]),Zd.push(za[1])):(Zd[0]+=za[0],Zd[1]+=za[1])}if(S(qp||Qd,["touchmove","tapdrag","vmousemove"],G,{x:Vt[0],y:Vt[1]}),(!qp||!qp.grabbed())&&Qd!=n_&&(n_&&n_.emit({originalEvent:G,type:"tapdragout",position:{x:Vt[0],y:Vt[1]}}),Qd&&Qd.emit({originalEvent:G,type:"tapdragover",position:{x:Vt[0],y:Vt[1]}})),x.touchData.last=Qd,Jn)for(var Jd=0;Jd0&&!x.hoverData.draggingEles&&!x.swipePanning&&x.data.bgActivePosistion!=null&&(x.data.bgActivePosistion=void 0,x.redrawHint("select",!0),x.redraw())}},!1);var Si;x.registerBinding(m,"touchcancel",Si=function(G){var Jn=x.touchData.start;x.touchData.capture=!1,Jn&&Jn.unactivate()});var ys,pa,Mi,gi;if(x.registerBinding(m,"touchend",ys=function(G){var Jn=x.touchData.start,kr=x.touchData.capture;if(kr)G.touches.length===0&&(x.touchData.capture=!1),G.preventDefault();else return;var lr=x.selection;x.swipePanning=!1,x.hoverData.draggingEles=!1;var Vt=x.cy,Hs=Vt.zoom(),wr=x.touchData.now,Es=x.touchData.earlier;if(G.touches[0]){var go=x.projectIntoViewport(G.touches[0].clientX,G.touches[0].clientY);wr[0]=go[0],wr[1]=go[1]}if(G.touches[1]){var go=x.projectIntoViewport(G.touches[1].clientX,G.touches[1].clientY);wr[2]=go[0],wr[3]=go[1]}if(G.touches[2]){var go=x.projectIntoViewport(G.touches[2].clientX,G.touches[2].clientY);wr[4]=go[0],wr[5]=go[1]}Jn&&Jn.unactivate();var $c;if(x.touchData.cxt){if($c={originalEvent:G,type:"cxttapend",position:{x:wr[0],y:wr[1]}},Jn?Jn.emit($c):Vt.emit($c),!x.touchData.cxtDragged){var za={originalEvent:G,type:"cxttap",position:{x:wr[0],y:wr[1]}};Jn?Jn.emit(za):Vt.emit(za)}x.touchData.start&&(x.touchData.start._private.grabbed=!1),x.touchData.cxt=!1,x.touchData.start=null,x.redraw();return}if(!G.touches[2]&&Vt.boxSelectionEnabled()&&x.touchData.selecting){x.touchData.selecting=!1;var Sc=Vt.collection(x.getAllInBox(lr[0],lr[1],lr[2],lr[3]));lr[0]=void 0,lr[1]=void 0,lr[2]=void 0,lr[3]=void 0,lr[4]=0,x.redrawHint("select",!0),Vt.emit({type:"boxend",originalEvent:G,position:{x:wr[0],y:wr[1]}});var ba=function(x5){return x5.selectable()&&!x5.selected()};Sc.emit("box").stdFilter(ba).select().emit("boxselect"),Sc.nonempty()&&x.redrawHint("eles",!0),x.redraw()}if(Jn!=null&&Jn.unactivate(),G.touches[2])x.data.bgActivePosistion=void 0,x.redrawHint("select",!0);else if(!G.touches[1]){if(!G.touches[0]){if(!G.touches[0]){x.data.bgActivePosistion=void 0,x.redrawHint("select",!0);var xo=x.dragData.touchDragEles;if(Jn!=null){var lh=Jn._private.grabbed;_e(xo),x.redrawHint("drag",!0),x.redrawHint("eles",!0),lh&&(Jn.emit("freeon"),xo.emit("free"),x.dragData.didDrag&&(Jn.emit("dragfreeon"),xo.emit("dragfree"))),S(Jn,["touchend","tapend","vmouseup","tapdragout"],G,{x:wr[0],y:wr[1]}),Jn.unactivate(),x.touchData.start=null}else{var Wl=x.findNearestElement(wr[0],wr[1],!0,!0);S(Wl,["touchend","tapend","vmouseup","tapdragout"],G,{x:wr[0],y:wr[1]})}var 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Le=m.pan(),_e={x:Le.x*q,y:Le.y*q};q*=m.zoom(),ve.translate(_e.x,_e.y),ve.scale(q,q),this.drawElements(ve,me),ve.scale(1/q,1/q),ve.translate(-_e.x,-_e.y)}x.bg&&(ve.globalCompositeOperation="destination-over",ve.fillStyle=x.bg,ve.rect(0,0,O,N),ve.fill())}return ce};function kie(x,m){for(var k=atob(x),S=new ArrayBuffer(k.length),M=new Uint8Array(S),O=0;O"u"?"undefined":u(OffscreenCanvas))!=="undefined"?k=new OffscreenCanvas(x,m):(k=document.createElement("canvas"),k.width=x,k.height=m),k},[pz,Q2,J2,bk,y5,w8,qg,iy,mk,Cz].forEach(function(x){yt(jc,x)});var $p=[{name:"null",impl:W$},{name:"base",impl:az},{name:"canvas",impl:Sz}],Eie=[{type:"layout",extensions:qre},{type:"renderer",extensions:$p}],Tie={},Cie={};function Sie(x,m,k){var S=k,M=function(mt){hu("Can not register `"+m+"` for `"+x+"` since `"+mt+"` already exists in the prototype and can not be overridden")};if(x==="core"){if(lk.prototype[m])return M(m);lk.prototype[m]=k}else if(x==="collection"){if(V0.prototype[m])return M(m);V0.prototype[m]=k}else if(x==="layout"){for(var O=function(mt){this.options=mt,k.call(this,mt),se(this._private)||(this._private={}),this._private.cy=mt.cy,this._private.listeners=[],this.createEmitter()},N=O.prototype=Object.create(k.prototype),$=[],H=0;H<$.length;H++){var q=$[H];N[q]=N[q]||function(){return this}}N.start&&!N.run?N.run=function(){return this.start(),this}:!N.start&&N.run&&(N.start=function(){return this.run(),this});var Y=k.prototype.stop;N.stop=function(){var Ye=this.options;if(Ye&&Ye.animate){var mt=this.animations;if(mt)for(var Je=0;Jej&&(this.rect.x-=(this.labelWidth-j)/2,this.setWidth(this.labelWidth)),this.labelHeight>K&&(this.labelPos=="center"?this.rect.y-=(this.labelHeight-K)/2:this.labelPos=="top"&&(this.rect.y-=this.labelHeight-K),this.setHeight(this.labelHeight))}}},P.prototype.getInclusionTreeDepth=function(){if(this.inclusionTreeDepth==b.MAX_VALUE)throw"assert failed";return this.inclusionTreeDepth},P.prototype.transform=function(F){var j=this.rect.x;j>T.WORLD_BOUNDARY?j=T.WORLD_BOUNDARY:j<-T.WORLD_BOUNDARY&&(j=-T.WORLD_BOUNDARY);var K=this.rect.y;K>T.WORLD_BOUNDARY?K=T.WORLD_BOUNDARY:K<-T.WORLD_BOUNDARY&&(K=-T.WORLD_BOUNDARY);var ee=new A(j,K),ie=F.inverseTransformPoint(ee);this.setLocation(ie.x,ie.y)},P.prototype.getLeft=function(){return this.rect.x},P.prototype.getRight=function(){return this.rect.x+this.rect.width},P.prototype.getTop=function(){return this.rect.y},P.prototype.getBottom=function(){return this.rect.y+this.rect.height},P.prototype.getParent=function(){return this.owner==null?null:this.owner.getParent()},u.exports=P},function(u,d,p){function v(b,y){b==null&&y==null?(this.x=0,this.y=0):(this.x=b,this.y=y)}v.prototype.getX=function(){return this.x},v.prototype.getY=function(){return this.y},v.prototype.setX=function(b){this.x=b},v.prototype.setY=function(b){this.y=b},v.prototype.getDifference=function(b){return new DimensionD(this.x-b.x,this.y-b.y)},v.prototype.getCopy=function(){return new v(this.x,this.y)},v.prototype.translate=function(b){return this.x+=b.width,this.y+=b.height,this},u.exports=v},function(u,d,p){var v=p(2),b=p(10),y=p(0),T=p(6),_=p(3),A=p(1),P=p(13),R=p(12),F=p(11);function j(ee,ie,oe){v.call(this,oe),this.estimatedSize=b.MIN_VALUE,this.margin=y.DEFAULT_GRAPH_MARGIN,this.edges=[],this.nodes=[],this.isConnected=!1,this.parent=ee,ie!=null&&ie instanceof T?this.graphManager=ie:ie!=null&&ie instanceof Layout&&(this.graphManager=ie.graphManager)}j.prototype=Object.create(v.prototype);for(var K in v)j[K]=v[K];j.prototype.getNodes=function(){return this.nodes},j.prototype.getEdges=function(){return this.edges},j.prototype.getGraphManager=function(){return this.graphManager},j.prototype.getParent=function(){return this.parent},j.prototype.getLeft=function(){return this.left},j.prototype.getRight=function(){return this.right},j.prototype.getTop=function(){return this.top},j.prototype.getBottom=function(){return this.bottom},j.prototype.isConnected=function(){return this.isConnected},j.prototype.add=function(ee,ie,oe){if(ie==null&&oe==null){var pe=ee;if(this.graphManager==null)throw"Graph has no graph mgr!";if(this.getNodes().indexOf(pe)>-1)throw"Node already in graph!";return pe.owner=this,this.getNodes().push(pe),pe}else{var be=ee;if(!(this.getNodes().indexOf(ie)>-1&&this.getNodes().indexOf(oe)>-1))throw"Source or target not in graph!";if(!(ie.owner==oe.owner&&ie.owner==this))throw"Both owners must be this graph!";return ie.owner!=oe.owner?null:(be.source=ie,be.target=oe,be.isInterGraph=!1,this.getEdges().push(be),ie.edges.push(be),oe!=ie&&oe.edges.push(be),be)}},j.prototype.remove=function(ee){var ie=ee;if(ee instanceof _){if(ie==null)throw"Node is null!";if(!(ie.owner!=null&&ie.owner==this))throw"Owner graph is invalid!";if(this.graphManager==null)throw"Owner graph manager is invalid!";for(var oe=ie.edges.slice(),pe,be=oe.length,ae=0;ae-1&&de>-1))throw"Source and/or target doesn't know this edge!";pe.source.edges.splice(se,1),pe.target!=pe.source&&pe.target.edges.splice(de,1);var ne=pe.source.owner.getEdges().indexOf(pe);if(ne==-1)throw"Not in owner's edge list!";pe.source.owner.getEdges().splice(ne,1)}},j.prototype.updateLeftTop=function(){for(var ee=b.MAX_VALUE,ie=b.MAX_VALUE,oe,pe,be,ae=this.getNodes(),ne=ae.length,se=0;seoe&&(ee=oe),ie>pe&&(ie=pe)}return ee==b.MAX_VALUE?null:(ae[0].getParent().paddingLeft!=null?be=ae[0].getParent().paddingLeft:be=this.margin,this.left=ie-be,this.top=ee-be,new R(this.left,this.top))},j.prototype.updateBounds=function(ee){for(var ie=b.MAX_VALUE,oe=-b.MAX_VALUE,pe=b.MAX_VALUE,be=-b.MAX_VALUE,ae,ne,se,de,X,ge=this.nodes,W=ge.length,xe=0;xeae&&(ie=ae),oese&&(pe=se),beae&&(ie=ae),oese&&(pe=se),be=this.nodes.length){var W=0;oe.forEach(function(xe){xe.owner==ee&&W++}),W==this.nodes.length&&(this.isConnected=!0)}},u.exports=j},function(u,d,p){var v,b=p(1);function y(T){v=p(5),this.layout=T,this.graphs=[],this.edges=[]}y.prototype.addRoot=function(){var T=this.layout.newGraph(),_=this.layout.newNode(null),A=this.add(T,_);return this.setRootGraph(A),this.rootGraph},y.prototype.add=function(T,_,A,P,R){if(A==null&&P==null&&R==null){if(T==null)throw"Graph is null!";if(_==null)throw"Parent node is null!";if(this.graphs.indexOf(T)>-1)throw"Graph already in this graph mgr!";if(this.graphs.push(T),T.parent!=null)throw"Already has a parent!";if(_.child!=null)throw"Already has a child!";return T.parent=_,_.child=T,T}else{R=A,P=_,A=T;var F=P.getOwner(),j=R.getOwner();if(!(F!=null&&F.getGraphManager()==this))throw"Source not in this graph mgr!";if(!(j!=null&&j.getGraphManager()==this))throw"Target not in this graph mgr!";if(F==j)return A.isInterGraph=!1,F.add(A,P,R);if(A.isInterGraph=!0,A.source=P,A.target=R,this.edges.indexOf(A)>-1)throw"Edge already in inter-graph edge list!";if(this.edges.push(A),!(A.source!=null&&A.target!=null))throw"Edge source and/or target is null!";if(!(A.source.edges.indexOf(A)==-1&&A.target.edges.indexOf(A)==-1))throw"Edge already in source and/or target incidency list!";return A.source.edges.push(A),A.target.edges.push(A),A}},y.prototype.remove=function(T){if(T instanceof v){var _=T;if(_.getGraphManager()!=this)throw"Graph not in this graph mgr";if(!(_==this.rootGraph||_.parent!=null&&_.parent.graphManager==this))throw"Invalid parent node!";var A=[];A=A.concat(_.getEdges());for(var P,R=A.length,F=0;F=T.getRight()?_[0]+=Math.min(T.getX()-y.getX(),y.getRight()-T.getRight()):T.getX()<=y.getX()&&T.getRight()>=y.getRight()&&(_[0]+=Math.min(y.getX()-T.getX(),T.getRight()-y.getRight())),y.getY()<=T.getY()&&y.getBottom()>=T.getBottom()?_[1]+=Math.min(T.getY()-y.getY(),y.getBottom()-T.getBottom()):T.getY()<=y.getY()&&T.getBottom()>=y.getBottom()&&(_[1]+=Math.min(y.getY()-T.getY(),T.getBottom()-y.getBottom()));var R=Math.abs((T.getCenterY()-y.getCenterY())/(T.getCenterX()-y.getCenterX()));T.getCenterY()===y.getCenterY()&&T.getCenterX()===y.getCenterX()&&(R=1);var F=R*_[0],j=_[1]/R;_[0]F)return _[0]=A,_[1]=K,_[2]=R,_[3]=ge,!1;if(PR)return _[0]=j,_[1]=P,_[2]=de,_[3]=F,!1;if(AR?(_[0]=ie,_[1]=oe,Fe=!0):(_[0]=ee,_[1]=K,Fe=!0):je===Se&&(A>R?(_[0]=j,_[1]=K,Fe=!0):(_[0]=pe,_[1]=oe,Fe=!0)),-Ie===Se?R>A?(_[2]=X,_[3]=ge,Pe=!0):(_[2]=de,_[3]=se,Pe=!0):Ie===Se&&(R>A?(_[2]=ne,_[3]=se,Pe=!0):(_[2]=W,_[3]=ge,Pe=!0)),Fe&&Pe)return!1;if(A>R?P>F?(Ce=this.getCardinalDirection(je,Se,4),ke=this.getCardinalDirection(Ie,Se,2)):(Ce=this.getCardinalDirection(-je,Se,3),ke=this.getCardinalDirection(-Ie,Se,1)):P>F?(Ce=this.getCardinalDirection(-je,Se,1),ke=this.getCardinalDirection(-Ie,Se,3)):(Ce=this.getCardinalDirection(je,Se,2),ke=this.getCardinalDirection(Ie,Se,4)),!Fe)switch(Ce){case 1:Ft=K,Ke=A+-ae/Se,_[0]=Ke,_[1]=Ft;break;case 2:Ke=pe,Ft=P+be*Se,_[0]=Ke,_[1]=Ft;break;case 3:Ft=oe,Ke=A+ae/Se,_[0]=Ke,_[1]=Ft;break;case 4:Ke=ie,Ft=P+-be*Se,_[0]=Ke,_[1]=Ft;break}if(!Pe)switch(ke){case 1:gn=se,Ne=R+-U/Se,_[2]=Ne,_[3]=gn;break;case 2:Ne=W,gn=F+xe*Se,_[2]=Ne,_[3]=gn;break;case 3:gn=ge,Ne=R+U/Se,_[2]=Ne,_[3]=gn;break;case 4:Ne=X,gn=F+-xe*Se,_[2]=Ne,_[3]=gn;break}}return!1},b.getCardinalDirection=function(y,T,_){return y>T?_:1+_%4},b.getIntersection=function(y,T,_,A){if(A==null)return this.getIntersection2(y,T,_);var P=y.x,R=y.y,F=T.x,j=T.y,K=_.x,ee=_.y,ie=A.x,oe=A.y,pe=void 0,be=void 0,ae=void 0,ne=void 0,se=void 0,de=void 0,X=void 0,ge=void 0,W=void 0;return ae=j-R,se=P-F,X=F*R-P*j,ne=oe-ee,de=K-ie,ge=ie*ee-K*oe,W=ae*de-ne*se,W===0?null:(pe=(se*ge-de*X)/W,be=(ne*X-ae*ge)/W,new v(pe,be))},b.angleOfVector=function(y,T,_,A){var P=void 0;return y!==_?(P=Math.atan((A-T)/(_-y)),_0?1:b<0?-1:0},v.floor=function(b){return b<0?Math.ceil(b):Math.floor(b)},v.ceil=function(b){return b<0?Math.floor(b):Math.ceil(b)},u.exports=v},function(u,d,p){function v(){}v.MAX_VALUE=2147483647,v.MIN_VALUE=-2147483648,u.exports=v},function(u,d,p){var v=function(){function P(R,F){for(var j=0;j"u"?"undefined":v(y);return y==null||T!="object"&&T!="function"},u.exports=b},function(u,d,p){function v(K){if(Array.isArray(K)){for(var ee=0,ie=Array(K.length);ee0&ⅇ){for(ae.push(se[0]);ae.length>0&ⅇ){var de=ae[0];ae.splice(0,1),be.add(de);for(var X=de.getEdges(),pe=0;pe-1&&se.splice(U,1)}be=new Set,ne=new Map}}return K},j.prototype.createDummyNodesForBendpoints=function(K){for(var ee=[],ie=K.source,oe=this.graphManager.calcLowestCommonAncestor(K.source,K.target),pe=0;pe0){for(var oe=this.edgeToDummyNodes.get(ie),pe=0;pe=0&&ee.splice(ge,1);var W=ne.getNeighborsList();W.forEach(function(Fe){if(ie.indexOf(Fe)<0){var Pe=oe.get(Fe),je=Pe-1;je==1&&de.push(Fe),oe.set(Fe,je)}})}ie=ie.concat(de),(ee.length==1||ee.length==2)&&(pe=!0,be=ee[0])}return be},j.prototype.setGraphManager=function(K){this.graphManager=K},u.exports=j},function(u,d,p){function v(){}v.seed=1,v.x=0,v.nextDouble=function(){return v.x=Math.sin(v.seed++)*1e4,v.x-Math.floor(v.x)},u.exports=v},function(u,d,p){var v=p(4);function b(y,T){this.lworldOrgX=0,this.lworldOrgY=0,this.ldeviceOrgX=0,this.ldeviceOrgY=0,this.lworldExtX=1,this.lworldExtY=1,this.ldeviceExtX=1,this.ldeviceExtY=1}b.prototype.getWorldOrgX=function(){return this.lworldOrgX},b.prototype.setWorldOrgX=function(y){this.lworldOrgX=y},b.prototype.getWorldOrgY=function(){return this.lworldOrgY},b.prototype.setWorldOrgY=function(y){this.lworldOrgY=y},b.prototype.getWorldExtX=function(){return this.lworldExtX},b.prototype.setWorldExtX=function(y){this.lworldExtX=y},b.prototype.getWorldExtY=function(){return this.lworldExtY},b.prototype.setWorldExtY=function(y){this.lworldExtY=y},b.prototype.getDeviceOrgX=function(){return this.ldeviceOrgX},b.prototype.setDeviceOrgX=function(y){this.ldeviceOrgX=y},b.prototype.getDeviceOrgY=function(){return this.ldeviceOrgY},b.prototype.setDeviceOrgY=function(y){this.ldeviceOrgY=y},b.prototype.getDeviceExtX=function(){return this.ldeviceExtX},b.prototype.setDeviceExtX=function(y){this.ldeviceExtX=y},b.prototype.getDeviceExtY=function(){return this.ldeviceExtY},b.prototype.setDeviceExtY=function(y){this.ldeviceExtY=y},b.prototype.transformX=function(y){var T=0,_=this.lworldExtX;return _!=0&&(T=this.ldeviceOrgX+(y-this.lworldOrgX)*this.ldeviceExtX/_),T},b.prototype.transformY=function(y){var T=0,_=this.lworldExtY;return _!=0&&(T=this.ldeviceOrgY+(y-this.lworldOrgY)*this.ldeviceExtY/_),T},b.prototype.inverseTransformX=function(y){var T=0,_=this.ldeviceExtX;return _!=0&&(T=this.lworldOrgX+(y-this.ldeviceOrgX)*this.lworldExtX/_),T},b.prototype.inverseTransformY=function(y){var T=0,_=this.ldeviceExtY;return _!=0&&(T=this.lworldOrgY+(y-this.ldeviceOrgY)*this.lworldExtY/_),T},b.prototype.inverseTransformPoint=function(y){var T=new v(this.inverseTransformX(y.x),this.inverseTransformY(y.y));return T},u.exports=b},function(u,d,p){function v(F){if(Array.isArray(F)){for(var j=0,K=Array(F.length);jy.ADAPTATION_LOWER_NODE_LIMIT&&(this.coolingFactor=Math.max(this.coolingFactor*y.COOLING_ADAPTATION_FACTOR,this.coolingFactor-(F-y.ADAPTATION_LOWER_NODE_LIMIT)/(y.ADAPTATION_UPPER_NODE_LIMIT-y.ADAPTATION_LOWER_NODE_LIMIT)*this.coolingFactor*(1-y.COOLING_ADAPTATION_FACTOR))),this.maxNodeDisplacement=y.MAX_NODE_DISPLACEMENT_INCREMENTAL):(F>y.ADAPTATION_LOWER_NODE_LIMIT?this.coolingFactor=Math.max(y.COOLING_ADAPTATION_FACTOR,1-(F-y.ADAPTATION_LOWER_NODE_LIMIT)/(y.ADAPTATION_UPPER_NODE_LIMIT-y.ADAPTATION_LOWER_NODE_LIMIT)*(1-y.COOLING_ADAPTATION_FACTOR)):this.coolingFactor=1,this.initialCoolingFactor=this.coolingFactor,this.maxNodeDisplacement=y.MAX_NODE_DISPLACEMENT),this.maxIterations=Math.max(this.getAllNodes().length*5,this.maxIterations),this.totalDisplacementThreshold=this.displacementThresholdPerNode*this.getAllNodes().length,this.repulsionRange=this.calcRepulsionRange()},P.prototype.calcSpringForces=function(){for(var F=this.getAllEdges(),j,K=0;K0&&arguments[0]!==void 0?arguments[0]:!0,j=arguments.length>1&&arguments[1]!==void 0?arguments[1]:!1,K,ee,ie,oe,pe=this.getAllNodes(),be;if(this.useFRGridVariant)for(this.totalIterations%y.GRID_CALCULATION_CHECK_PERIOD==1&&F&&this.updateGrid(),be=new Set,K=0;Kae||be>ae)&&(F.gravitationForceX=-this.gravityConstant*ie,F.gravitationForceY=-this.gravityConstant*oe)):(ae=j.getEstimatedSize()*this.compoundGravityRangeFactor,(pe>ae||be>ae)&&(F.gravitationForceX=-this.gravityConstant*ie*this.compoundGravityConstant,F.gravitationForceY=-this.gravityConstant*oe*this.compoundGravityConstant))},P.prototype.isConverged=function(){var F,j=!1;return this.totalIterations>this.maxIterations/3&&(j=Math.abs(this.totalDisplacement-this.oldTotalDisplacement)<2),F=this.totalDisplacement=pe.length||ae>=pe[0].length)){for(var ne=0;neP}}]),_}();u.exports=T},function(u,d,p){var v=function(){function T(_,A){for(var P=0;P2&&arguments[2]!==void 0?arguments[2]:1,R=arguments.length>3&&arguments[3]!==void 0?arguments[3]:-1,F=arguments.length>4&&arguments[4]!==void 0?arguments[4]:-1;b(this,T),this.sequence1=_,this.sequence2=A,this.match_score=P,this.mismatch_penalty=R,this.gap_penalty=F,this.iMax=_.length+1,this.jMax=A.length+1,this.grid=new Array(this.iMax);for(var j=0;j=0;_--){var A=this.listeners[_];A.event===y&&A.callback===T&&this.listeners.splice(_,1)}},b.emit=function(y,T){for(var _=0;_A.coolingFactor*A.maxNodeDisplacement&&(this.displacementX=A.coolingFactor*A.maxNodeDisplacement*y.sign(this.displacementX)),Math.abs(this.displacementY)>A.coolingFactor*A.maxNodeDisplacement&&(this.displacementY=A.coolingFactor*A.maxNodeDisplacement*y.sign(this.displacementY)),this.child==null?this.moveBy(this.displacementX,this.displacementY):this.child.getNodes().length==0?this.moveBy(this.displacementX,this.displacementY):this.propogateDisplacementToChildren(this.displacementX,this.displacementY),A.totalDisplacement+=Math.abs(this.displacementX)+Math.abs(this.displacementY),this.springForceX=0,this.springForceY=0,this.repulsionForceX=0,this.repulsionForceY=0,this.gravitationForceX=0,this.gravitationForceY=0,this.displacementX=0,this.displacementY=0},T.prototype.propogateDisplacementToChildren=function(A,P){for(var R=this.getChild().getNodes(),F,j=0;j0)this.positionNodesRadially(se);else{this.reduceTrees(),this.graphManager.resetAllNodesToApplyGravitation();var de=new Set(this.getAllNodes()),X=this.nodesWithGravity.filter(function(ge){return de.has(ge)});this.graphManager.setAllNodesToApplyGravitation(X),this.positionNodesRandomly()}}return this.initSpringEmbedder(),this.runSpringEmbedder(),!0},ae.prototype.tick=function(){if(this.totalIterations++,this.totalIterations===this.maxIterations&&!this.isTreeGrowing&&!this.isGrowthFinished)if(this.prunedNodesAll.length>0)this.isTreeGrowing=!0;else return!0;if(this.totalIterations%R.CONVERGENCE_CHECK_PERIOD==0&&!this.isTreeGrowing&&!this.isGrowthFinished){if(this.isConverged())if(this.prunedNodesAll.length>0)this.isTreeGrowing=!0;else return!0;this.coolingCycle++,this.layoutQuality==0?this.coolingAdjuster=this.coolingCycle:this.layoutQuality==1&&(this.coolingAdjuster=this.coolingCycle/3),this.coolingFactor=Math.max(this.initialCoolingFactor-Math.pow(this.coolingCycle,Math.log(100*(this.initialCoolingFactor-this.finalTemperature))/Math.log(this.maxCoolingCycle))/100*this.coolingAdjuster,this.finalTemperature),this.animationPeriod=Math.ceil(this.initialAnimationPeriod*Math.sqrt(this.coolingFactor))}if(this.isTreeGrowing){if(this.growTreeIterations%10==0)if(this.prunedNodesAll.length>0){this.graphManager.updateBounds(),this.updateGrid(),this.growTree(this.prunedNodesAll),this.graphManager.resetAllNodesToApplyGravitation();var se=new Set(this.getAllNodes()),de=this.nodesWithGravity.filter(function(W){return se.has(W)});this.graphManager.setAllNodesToApplyGravitation(de),this.graphManager.updateBounds(),this.updateGrid(),this.coolingFactor=R.DEFAULT_COOLING_FACTOR_INCREMENTAL}else 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Unrecognized text. +`+this.showPosition(),{text:"",token:null,line:this.yylineno})},lex:function(){var ae=this.next();return ae||this.lex()},begin:function(ae){this.conditionStack.push(ae)},popState:function(){var ae=this.conditionStack.length-1;return ae>0?this.conditionStack.pop():this.conditionStack[0]},_currentRules:function(){return this.conditionStack.length&&this.conditionStack[this.conditionStack.length-1]?this.conditions[this.conditionStack[this.conditionStack.length-1]].rules:this.conditions.INITIAL.rules},topState:function(ae){return ae=this.conditionStack.length-1-Math.abs(ae||0),ae>=0?this.conditionStack[ae]:"INITIAL"},pushState:function(ae){this.begin(ae)},stateStackSize:function(){return this.conditionStack.length},options:{},performAction:function(ae,ne,se,de){switch(se){case 0:return 10;case 1:return ae.getLogger().debug("Found space-block"),31;case 2:return ae.getLogger().debug("Found nl-block"),31;case 3:return ae.getLogger().debug("Found space-block"),29;case 4:ae.getLogger().debug(".",ne.yytext);break;case 5:ae.getLogger().debug("_",ne.yytext);break;case 6:return 5;case 7:return ne.yytext=-1,28;case 8:return ne.yytext=ne.yytext.replace(/columns\s+/,""),ae.getLogger().debug("COLUMNS (LEX)",ne.yytext),28;case 9:this.pushState("md_string");break;case 10:return"MD_STR";case 11:this.popState();break;case 12:this.pushState("string");break;case 13:ae.getLogger().debug("LEX: POPPING STR:",ne.yytext),this.popState();break;case 14:return ae.getLogger().debug("LEX: STR end:",ne.yytext),"STR";case 15:return ne.yytext=ne.yytext.replace(/space\:/,""),ae.getLogger().debug("SPACE NUM (LEX)",ne.yytext),21;case 16:return ne.yytext="1",ae.getLogger().debug("COLUMNS (LEX)",ne.yytext),21;case 17:return 43;case 18:return"LINKSTYLE";case 19:return"INTERPOLATE";case 20:return this.pushState("CLASSDEF"),40;case 21:return this.popState(),this.pushState("CLASSDEFID"),"DEFAULT_CLASSDEF_ID";case 22:return this.popState(),this.pushState("CLASSDEFID"),41;case 23:return this.popState(),42;case 24:return this.pushState("CLASS"),44;case 25:return this.popState(),this.pushState("CLASS_STYLE"),45;case 26:return this.popState(),46;case 27:return this.pushState("STYLE_STMNT"),47;case 28:return this.popState(),this.pushState("STYLE_DEFINITION"),48;case 29:return this.popState(),49;case 30:return this.pushState("acc_title"),"acc_title";case 31:return this.popState(),"acc_title_value";case 32:return this.pushState("acc_descr"),"acc_descr";case 33:return this.popState(),"acc_descr_value";case 34:this.pushState("acc_descr_multiline");break;case 35:this.popState();break;case 36:return"acc_descr_multiline_value";case 37:return 30;case 38:return this.popState(),ae.getLogger().debug("Lex: (("),"NODE_DEND";case 39:return this.popState(),ae.getLogger().debug("Lex: (("),"NODE_DEND";case 40:return this.popState(),ae.getLogger().debug("Lex: ))"),"NODE_DEND";case 41:return this.popState(),ae.getLogger().debug("Lex: (("),"NODE_DEND";case 42:return this.popState(),ae.getLogger().debug("Lex: (("),"NODE_DEND";case 43:return this.popState(),ae.getLogger().debug("Lex: (-"),"NODE_DEND";case 44:return this.popState(),ae.getLogger().debug("Lex: -)"),"NODE_DEND";case 45:return this.popState(),ae.getLogger().debug("Lex: (("),"NODE_DEND";case 46:return this.popState(),ae.getLogger().debug("Lex: ]]"),"NODE_DEND";case 47:return this.popState(),ae.getLogger().debug("Lex: ("),"NODE_DEND";case 48:return this.popState(),ae.getLogger().debug("Lex: ])"),"NODE_DEND";case 49:return this.popState(),ae.getLogger().debug("Lex: /]"),"NODE_DEND";case 50:return this.popState(),ae.getLogger().debug("Lex: /]"),"NODE_DEND";case 51:return this.popState(),ae.getLogger().debug("Lex: )]"),"NODE_DEND";case 52:return this.popState(),ae.getLogger().debug("Lex: )"),"NODE_DEND";case 53:return this.popState(),ae.getLogger().debug("Lex: ]>"),"NODE_DEND";case 54:return this.popState(),ae.getLogger().debug("Lex: ]"),"NODE_DEND";case 55:return ae.getLogger().debug("Lexa: -)"),this.pushState("NODE"),36;case 56:return ae.getLogger().debug("Lexa: (-"),this.pushState("NODE"),36;case 57:return ae.getLogger().debug("Lexa: ))"),this.pushState("NODE"),36;case 58:return ae.getLogger().debug("Lexa: )"),this.pushState("NODE"),36;case 59:return ae.getLogger().debug("Lex: ((("),this.pushState("NODE"),36;case 60:return ae.getLogger().debug("Lexa: )"),this.pushState("NODE"),36;case 61:return ae.getLogger().debug("Lexa: )"),this.pushState("NODE"),36;case 62:return ae.getLogger().debug("Lexa: )"),this.pushState("NODE"),36;case 63:return ae.getLogger().debug("Lexc: >"),this.pushState("NODE"),36;case 64:return ae.getLogger().debug("Lexa: (["),this.pushState("NODE"),36;case 65:return ae.getLogger().debug("Lexa: )"),this.pushState("NODE"),36;case 66:return this.pushState("NODE"),36;case 67:return this.pushState("NODE"),36;case 68:return this.pushState("NODE"),36;case 69:return this.pushState("NODE"),36;case 70:return this.pushState("NODE"),36;case 71:return this.pushState("NODE"),36;case 72:return this.pushState("NODE"),36;case 73:return ae.getLogger().debug("Lexa: ["),this.pushState("NODE"),36;case 74:return this.pushState("BLOCK_ARROW"),ae.getLogger().debug("LEX ARR START"),38;case 75:return ae.getLogger().debug("Lex: NODE_ID",ne.yytext),32;case 76:return ae.getLogger().debug("Lex: EOF",ne.yytext),8;case 77:this.pushState("md_string");break;case 78:this.pushState("md_string");break;case 79:return"NODE_DESCR";case 80:this.popState();break;case 81:ae.getLogger().debug("Lex: Starting string"),this.pushState("string");break;case 82:ae.getLogger().debug("LEX ARR: Starting string"),this.pushState("string");break;case 83:return ae.getLogger().debug("LEX: NODE_DESCR:",ne.yytext),"NODE_DESCR";case 84:ae.getLogger().debug("LEX POPPING"),this.popState();break;case 85:ae.getLogger().debug("Lex: =>BAE"),this.pushState("ARROW_DIR");break;case 86:return ne.yytext=ne.yytext.replace(/^,\s*/,""),ae.getLogger().debug("Lex (right): dir:",ne.yytext),"DIR";case 87:return ne.yytext=ne.yytext.replace(/^,\s*/,""),ae.getLogger().debug("Lex (left):",ne.yytext),"DIR";case 88:return ne.yytext=ne.yytext.replace(/^,\s*/,""),ae.getLogger().debug("Lex (x):",ne.yytext),"DIR";case 89:return ne.yytext=ne.yytext.replace(/^,\s*/,""),ae.getLogger().debug("Lex (y):",ne.yytext),"DIR";case 90:return ne.yytext=ne.yytext.replace(/^,\s*/,""),ae.getLogger().debug("Lex (up):",ne.yytext),"DIR";case 91:return ne.yytext=ne.yytext.replace(/^,\s*/,""),ae.getLogger().debug("Lex (down):",ne.yytext),"DIR";case 92:return ne.yytext="]>",ae.getLogger().debug("Lex (ARROW_DIR end):",ne.yytext),this.popState(),this.popState(),"BLOCK_ARROW_END";case 93:return ae.getLogger().debug("Lex: LINK","#"+ne.yytext+"#"),15;case 94:return ae.getLogger().debug("Lex: LINK",ne.yytext),15;case 95:return ae.getLogger().debug("Lex: LINK",ne.yytext),15;case 96:return ae.getLogger().debug("Lex: LINK",ne.yytext),15;case 97:return ae.getLogger().debug("Lex: START_LINK",ne.yytext),this.pushState("LLABEL"),16;case 98:return ae.getLogger().debug("Lex: START_LINK",ne.yytext),this.pushState("LLABEL"),16;case 99:return ae.getLogger().debug("Lex: START_LINK",ne.yytext),this.pushState("LLABEL"),16;case 100:this.pushState("md_string");break;case 101:return ae.getLogger().debug("Lex: Starting string"),this.pushState("string"),"LINK_LABEL";case 102:return this.popState(),ae.getLogger().debug("Lex: LINK","#"+ne.yytext+"#"),15;case 103:return this.popState(),ae.getLogger().debug("Lex: LINK",ne.yytext),15;case 104:return this.popState(),ae.getLogger().debug("Lex: LINK",ne.yytext),15;case 105:return ae.getLogger().debug("Lex: COLON",ne.yytext),ne.yytext=ne.yytext.slice(1),27}},rules:[/^(?:block-beta\b)/,/^(?:block\s+)/,/^(?:block\n+)/,/^(?:block:)/,/^(?:[\s]+)/,/^(?:[\n]+)/,/^(?:((\u000D\u000A)|(\u000A)))/,/^(?:columns\s+auto\b)/,/^(?:columns\s+[\d]+)/,/^(?:["][`])/,/^(?:[^`"]+)/,/^(?:[`]["])/,/^(?:["])/,/^(?:["])/,/^(?:[^"]*)/,/^(?:space[:]\d+)/,/^(?:space\b)/,/^(?:default\b)/,/^(?:linkStyle\b)/,/^(?:interpolate\b)/,/^(?:classDef\s+)/,/^(?:DEFAULT\s+)/,/^(?:\w+\s+)/,/^(?:[^\n]*)/,/^(?:class\s+)/,/^(?:(\w+)+((,\s*\w+)*))/,/^(?:[^\n]*)/,/^(?:style\s+)/,/^(?:(\w+)+((,\s*\w+)*))/,/^(?:[^\n]*)/,/^(?:accTitle\s*:\s*)/,/^(?:(?!\n||)*[^\n]*)/,/^(?:accDescr\s*:\s*)/,/^(?:(?!\n||)*[^\n]*)/,/^(?:accDescr\s*\{\s*)/,/^(?:[\}])/,/^(?:[^\}]*)/,/^(?:end\b\s*)/,/^(?:\(\(\()/,/^(?:\)\)\))/,/^(?:[\)]\))/,/^(?:\}\})/,/^(?:\})/,/^(?:\(-)/,/^(?:-\))/,/^(?:\(\()/,/^(?:\]\])/,/^(?:\()/,/^(?:\]\))/,/^(?:\\\])/,/^(?:\/\])/,/^(?:\)\])/,/^(?:[\)])/,/^(?:\]>)/,/^(?:[\]])/,/^(?:-\))/,/^(?:\(-)/,/^(?:\)\))/,/^(?:\))/,/^(?:\(\(\()/,/^(?:\(\()/,/^(?:\{\{)/,/^(?:\{)/,/^(?:>)/,/^(?:\(\[)/,/^(?:\()/,/^(?:\[\[)/,/^(?:\[\|)/,/^(?:\[\()/,/^(?:\)\)\))/,/^(?:\[\\)/,/^(?:\[\/)/,/^(?:\[\\)/,/^(?:\[)/,/^(?:<\[)/,/^(?:[^\(\[\n\-\)\{\}\s\<\>:]+)/,/^(?:$)/,/^(?:["][`])/,/^(?:["][`])/,/^(?:[^`"]+)/,/^(?:[`]["])/,/^(?:["])/,/^(?:["])/,/^(?:[^"]+)/,/^(?:["])/,/^(?:\]>\s*\()/,/^(?:,?\s*right\s*)/,/^(?:,?\s*left\s*)/,/^(?:,?\s*x\s*)/,/^(?:,?\s*y\s*)/,/^(?:,?\s*up\s*)/,/^(?:,?\s*down\s*)/,/^(?:\)\s*)/,/^(?:\s*[xo<]?--+[-xo>]\s*)/,/^(?:\s*[xo<]?==+[=xo>]\s*)/,/^(?:\s*[xo<]?-?\.+-[xo>]?\s*)/,/^(?:\s*~~[\~]+\s*)/,/^(?:\s*[xo<]?--\s*)/,/^(?:\s*[xo<]?==\s*)/,/^(?:\s*[xo<]?-\.\s*)/,/^(?:["][`])/,/^(?:["])/,/^(?:\s*[xo<]?--+[-xo>]\s*)/,/^(?:\s*[xo<]?==+[=xo>]\s*)/,/^(?:\s*[xo<]?-?\.+-[xo>]?\s*)/,/^(?::\d+)/],conditions:{STYLE_DEFINITION:{rules:[29],inclusive:!1},STYLE_STMNT:{rules:[28],inclusive:!1},CLASSDEFID:{rules:[23],inclusive:!1},CLASSDEF:{rules:[21,22],inclusive:!1},CLASS_STYLE:{rules:[26],inclusive:!1},CLASS:{rules:[25],inclusive:!1},LLABEL:{rules:[100,101,102,103,104],inclusive:!1},ARROW_DIR:{rules:[86,87,88,89,90,91,92],inclusive:!1},BLOCK_ARROW:{rules:[77,82,85],inclusive:!1},NODE:{rules:[38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,78,81],inclusive:!1},md_string:{rules:[10,11,79,80],inclusive:!1},space:{rules:[],inclusive:!1},string:{rules:[13,14,83,84],inclusive:!1},acc_descr_multiline:{rules:[35,36],inclusive:!1},acc_descr:{rules:[33],inclusive:!1},acc_title:{rules:[31],inclusive:!1},INITIAL:{rules:[0,1,2,3,4,5,6,7,8,9,12,15,16,17,18,19,20,24,27,30,32,34,37,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,93,94,95,96,97,98,99,105],inclusive:!0}}};return pe}();ee.lexer=ie;function oe(){this.yy={}}return oe.prototype=ee,ee.Parser=oe,new oe}();lwe.parser=lwe;const ucn=lwe;let U2={},hwe=[],ij={};const LWe="color",MWe="fill",lcn="bgFill",DWe=",",hcn=qt();let sj={};const fcn=i=>ci.sanitizeText(i,hcn),dcn=function(i,s=""){sj[i]===void 0&&(sj[i]={id:i,styles:[],textStyles:[]});const u=sj[i];s!=null&&s.split(DWe).forEach(d=>{const p=d.replace(/([^;]*);/,"$1").trim();if(d.match(LWe)){const b=p.replace(MWe,lcn).replace(LWe,MWe);u.textStyles.push(b)}u.styles.push(p)})},gcn=function(i,s=""){const u=U2[i];s!=null&&(u.styles=s.split(DWe))},pcn=function(i,s){i.split(",").forEach(function(u){let d=U2[u];if(d===void 0){const p=u.trim();U2[p]={id:p,type:"na",children:[]},d=U2[p]}d.classes||(d.classes=[]),d.classes.push(s)})},IWe=(i,s)=>{const u=i.flat(),d=[];for(const p of u){if(p.label&&(p.label=fcn(p.label)),p.type==="classDef"){dcn(p.id,p.css);continue}if(p.type==="applyClass"){pcn(p.id,(p==null?void 0:p.styleClass)||"");continue}if(p.type==="applyStyles"){p!=null&&p.stylesStr&&gcn(p.id,p==null?void 0:p.stylesStr);continue}if(p.type==="column-setting")s.columns=p.columns||-1;else if(p.type==="edge")ij[p.id]?ij[p.id]++:ij[p.id]=1,p.id=ij[p.id]+"-"+p.id,hwe.push(p);else{p.label||(p.type==="composite"?p.label="":p.label=p.id);const v=!U2[p.id];if(v?U2[p.id]=p:(p.type!=="na"&&(U2[p.id].type=p.type),p.label!==p.id&&(U2[p.id].label=p.label)),p.children&&IWe(p.children,p),p.type==="space"){const b=p.width||1;for(let y=0;y{Xe.debug("Clear called"),Pg(),aj={id:"root",type:"composite",children:[],columns:-1},U2={root:aj},fwe=[],sj={},hwe=[],ij={}};function mcn(i){switch(Xe.debug("typeStr2Type",i),i){case"[]":return"square";case"()":return Xe.debug("we have a round"),"round";case"(())":return"circle";case">]":return"rect_left_inv_arrow";case"{}":return"diamond";case"{{}}":return"hexagon";case"([])":return"stadium";case"[[]]":return"subroutine";case"[()]":return"cylinder";case"((()))":return"doublecircle";case"[//]":return"lean_right";case"[\\\\]":return"lean_left";case"[/\\]":return"trapezoid";case"[\\/]":return"inv_trapezoid";case"<[]>":return"block_arrow";default:return"na"}}function vcn(i){switch(Xe.debug("typeStr2Type",i),i){case"==":return"thick";default:return"normal"}}function wcn(i){switch(i.trim()){case"--x":return"arrow_cross";case"--o":return"arrow_circle";default:return"arrow_point"}}let OWe=0;const ycn={getConfig:()=>Vh().block,typeStr2Type:mcn,edgeTypeStr2Type:vcn,edgeStrToEdgeData:wcn,getLogger:()=>console,getBlocksFlat:()=>[...Object.values(U2)],getBlocks:()=>fwe||[],getEdges:()=>hwe,setHierarchy:i=>{aj.children=i,IWe(i,aj),fwe=aj.children},getBlock:i=>U2[i],setBlock:i=>{U2[i.id]=i},getColumns:i=>{const s=U2[i];return s?s.columns?s.columns:s.children?s.children.length:-1:-1},getClasses:function(){return sj},clear:bcn,generateId:()=>(OWe++,"id-"+Math.random().toString(36).substr(2,12)+"-"+OWe)},jJ=(i,s)=>{const u=ARe,d=u(i,"r"),p=u(i,"g"),v=u(i,"b");return SC(d,p,v,s)},xcn=i=>`.label { + font-family: ${i.fontFamily}; + color: ${i.nodeTextColor||i.textColor}; + } + .cluster-label text { + fill: ${i.titleColor}; + } + .cluster-label span,p { + color: ${i.titleColor}; + } + + + + .label text,span,p { + fill: ${i.nodeTextColor||i.textColor}; + color: ${i.nodeTextColor||i.textColor}; + } + + .node rect, + .node circle, + .node ellipse, + .node polygon, + .node path { + fill: ${i.mainBkg}; + stroke: ${i.nodeBorder}; + stroke-width: 1px; + } + .flowchart-label text { + text-anchor: middle; + } + // .flowchart-label .text-outer-tspan { + // text-anchor: middle; + // } + // .flowchart-label .text-inner-tspan { + // text-anchor: start; + // } + + .node .label { + text-align: center; + } + .node.clickable { + cursor: pointer; + } + + .arrowheadPath { + fill: ${i.arrowheadColor}; + } + + .edgePath .path { + stroke: ${i.lineColor}; + stroke-width: 2.0px; + } + + .flowchart-link { + stroke: ${i.lineColor}; + fill: none; + } + + .edgeLabel { + background-color: ${i.edgeLabelBackground}; + rect { + opacity: 0.5; + background-color: ${i.edgeLabelBackground}; + fill: ${i.edgeLabelBackground}; + } + text-align: center; + } + + /* For html labels only */ + .labelBkg { + background-color: ${jJ(i.edgeLabelBackground,.5)}; + // background-color: + } + + .node .cluster { + // fill: ${jJ(i.mainBkg,.5)}; + fill: ${jJ(i.clusterBkg,.5)}; + stroke: ${jJ(i.clusterBorder,.2)}; + box-shadow: rgba(50, 50, 93, 0.25) 0px 13px 27px -5px, rgba(0, 0, 0, 0.3) 0px 8px 16px -8px; + stroke-width: 1px; + } + + .cluster text { + fill: ${i.titleColor}; + } + + .cluster span,p { + color: ${i.titleColor}; + } + /* .cluster div { + color: ${i.titleColor}; + } */ + + div.mermaidTooltip { + position: absolute; + text-align: center; + max-width: 200px; + padding: 2px; + font-family: ${i.fontFamily}; + font-size: 12px; + background: ${i.tertiaryColor}; + border: 1px solid ${i.border2}; + border-radius: 2px; + pointer-events: none; + z-index: 100; + } + + .flowchartTitleText { + text-anchor: middle; + font-size: 18px; + fill: ${i.textColor}; + } +`;function NWe(i,s,u=!1){var R,F,j;const d=i;let p="default";(((R=d==null?void 0:d.classes)==null?void 0:R.length)||0)>0&&(p=((d==null?void 0:d.classes)||[]).join(" ")),p=p+" flowchart-label";let v=0,b="",y;switch(d.type){case"round":v=5,b="rect";break;case"composite":v=0,b="composite",y=0;break;case"square":b="rect";break;case"diamond":b="question";break;case"hexagon":b="hexagon";break;case"block_arrow":b="block_arrow";break;case"odd":b="rect_left_inv_arrow";break;case"lean_right":b="lean_right";break;case"lean_left":b="lean_left";break;case"trapezoid":b="trapezoid";break;case"inv_trapezoid":b="inv_trapezoid";break;case"rect_left_inv_arrow":b="rect_left_inv_arrow";break;case"circle":b="circle";break;case"ellipse":b="ellipse";break;case"stadium":b="stadium";break;case"subroutine":b="subroutine";break;case"cylinder":b="cylinder";break;case"group":b="rect";break;case"doublecircle":b="doublecircle";break;default:b="rect"}const T=om((d==null?void 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${ee.height+10}`)}_F(zFe)},getClasses:function(i,s){return s.db.getClasses()}},styles:xcn}},Symbol.toStringTag,{value:"Module"}));return um}); + +; +function css(e){return"rgb("+getComputedStyle(document.documentElement).getPropertyValue(e)+")"}mermaid.initialize({theme:"base",themeVariables:{background:css("--color-neutral"),primaryColor:css("--color-primary-200"),secondaryColor:css("--color-secondary-200"),tertiaryColor:css("--color-neutral-100"),primaryBorderColor:css("--color-primary-400"),secondaryBorderColor:css("--color-secondary-400"),tertiaryBorderColor:css("--color-neutral-400"),lineColor:css("--color-neutral-600"),fontFamily:"ui-sans-serif,system-ui,-apple-system,BlinkMacSystemFont,segoe ui,Roboto,helvetica neue,Arial,noto sans,sans-serif",fontSize:"16px"}}) \ No newline at end of file diff --git a/docs/posts/big_o/index.html b/docs/posts/big_o/index.html index 8998515..837dda5 100644 --- a/docs/posts/big_o/index.html +++ b/docs/posts/big_o/index.html @@ -37,6 +37,17 @@ + + + + + + + + + + @@ -228,6 +239,18 @@ + + @@ -268,6 +291,18 @@ + + @@ -717,8 +752,8 @@

    if (active.length == 1 && active.eq(0).attr('href') == '#' + id) return true; active.each(function (i, e) { - - $(e).removeClass('active').siblings('ul').hide(); + + $(e).removeClass('active'); }); $toc.find('a[href="#' + id + '"]').addClass('active') @@ -729,8 +764,6 @@

    $window.on('scroll', onScroll); $(document).ready(function () { - - $toc.find('a').parent('li').find('ul').hide(); onScroll(); }); @@ -1485,6 +1518,58 @@

    Другие обозначения
    + diff --git a/docs/posts/collections/index.html b/docs/posts/collections/index.html index 9741b05..faf17ac 100644 --- a/docs/posts/collections/index.html +++ b/docs/posts/collections/index.html @@ -37,6 +37,17 @@ + + + + + + + + + + @@ -64,13 +75,13 @@ + - @@ -234,6 +245,18 @@ + + @@ -274,6 +297,18 @@ + + @@ -747,8 +782,8 @@

    if (active.length == 1 && active.eq(0).attr('href') == '#' + id) return true; active.each(function (i, e) { - - $(e).removeClass('active').siblings('ul').hide(); + + $(e).removeClass('active'); }); $toc.find('a[href="#' + id + '"]').addClass('active') @@ -759,8 +794,6 @@

    $window.on('scroll', onScroll); $(document).ready(function () { - - $toc.find('a').parent('li').find('ul').hide(); onScroll(); }); @@ -787,7 +820,16 @@

    - Part 1: This Article + + Part 1: Устройство памяти в Python + +
    + + + +
    + Part 2: This Article
    @@ -795,7 +837,7 @@

    - Part 2: Модули string и random + Part 3: Модули string и random
    @@ -804,7 +846,7 @@

    - Part 3: Decimal, Fraction и комлексные числа в Python + Part 4: Decimal, Fraction и комлексные числа в Python
    @@ -813,7 +855,7 @@

    - Part 4: Черепашья графика + Part 5: Черепашья графика
    @@ -822,7 +864,7 @@

    - Part 5: Функции в Python + Part 6: Функции в Python
    @@ -831,7 +873,7 @@

    - Part 6: Работа с txt файлами в Python + Part 7: Работа с txt файлами в Python
    @@ -840,7 +882,7 @@

    - Part 7: Работа с датой и временем. Часть 1 + Part 8: Работа с датой и временем. Часть 1
    @@ -849,7 +891,7 @@

    - Part 8: Работа с датой и временем. Часть 2 + Part 9: Работа с датой и временем. Часть 2
    @@ -858,7 +900,7 @@

    - Part 9: Потоковый ввод и вывод + Part 10: Потоковый ввод и вывод
    @@ -867,7 +909,7 @@

    - Part 10: Работа с csv и json файлами в Python + Part 11: Работа с csv и json файлами в Python
    @@ -876,7 +918,7 @@

    - Part 11: Работа с zip и pkl файлами в Python + Part 12: Работа с zip и pkl файлами в Python
    @@ -885,7 +927,7 @@

    - Part 12: Модули os, shutil и shelve + Part 13: Модули os, shutil и shelve
    @@ -1897,7 +1939,16 @@

    Генераторы словарей
    - Part 1: This Article + + Part 1: Устройство памяти в Python + +
    + + + +
    + Part 2: This Article
    @@ -1905,7 +1956,7 @@

    Генераторы словарей
    - Part 2: Модули string и random + Part 3: Модули string и random
    @@ -1914,7 +1965,7 @@

    Генераторы словарей
    - Part 3: Decimal, Fraction и комлексные числа в Python + Part 4: Decimal, Fraction и комлексные числа в Python
    @@ -1923,7 +1974,7 @@

    Генераторы словарей
    - Part 4: Черепашья графика + Part 5: Черепашья графика
    @@ -1932,7 +1983,7 @@

    Генераторы словарей
    - Part 5: Функции в Python + Part 6: Функции в Python
    @@ -1941,7 +1992,7 @@

    Генераторы словарей
    - Part 6: Работа с txt файлами в Python + Part 7: Работа с txt файлами в Python
    @@ -1950,7 +2001,7 @@

    Генераторы словарей
    - Part 7: Работа с датой и временем. Часть 1 + Part 8: Работа с датой и временем. Часть 1
    @@ -1959,7 +2010,7 @@

    Генераторы словарей
    - Part 8: Работа с датой и временем. Часть 2 + Part 9: Работа с датой и временем. Часть 2
    @@ -1968,7 +2019,7 @@

    Генераторы словарей
    - Part 9: Потоковый ввод и вывод + Part 10: Потоковый ввод и вывод
    @@ -1977,7 +2028,7 @@

    Генераторы словарей
    - Part 10: Работа с csv и json файлами в Python + Part 11: Работа с csv и json файлами в Python
    @@ -1986,7 +2037,7 @@

    Генераторы словарей
    - Part 11: Работа с zip и pkl файлами в Python + Part 12: Работа с zip и pkl файлами в Python
    @@ -1995,7 +2046,7 @@

    Генераторы словарей
    - Part 12: Модули os, shutil и shelve + Part 13: Модули os, shutil и shelve
    @@ -2169,6 +2220,58 @@

    Генераторы словарей + diff --git a/docs/posts/csv_json/index.html b/docs/posts/csv_json/index.html index cbfe4af..2dba28b 100644 --- a/docs/posts/csv_json/index.html +++ b/docs/posts/csv_json/index.html @@ -37,6 +37,17 @@ + + + + + + + + + + @@ -65,12 +76,12 @@ + - @@ -234,6 +245,18 @@ + + @@ -274,6 +297,18 @@ + + @@ -741,8 +776,8 @@

    if (active.length == 1 && active.eq(0).attr('href') == '#' + id) return true; active.each(function (i, e) { - - $(e).removeClass('active').siblings('ul').hide(); + + $(e).removeClass('active'); }); $toc.find('a[href="#' + id + '"]').addClass('active') @@ -753,8 +788,6 @@

    $window.on('scroll', onScroll); $(document).ready(function () { - - $toc.find('a').parent('li').find('ul').hide(); onScroll(); }); @@ -779,10 +812,19 @@

    +
    + + Part 1: Устройство памяти в Python + +
    + + +
    - Part 1: Коллекции в Python + Part 2: Коллекции в Python
    @@ -791,7 +833,7 @@

    - Part 2: Модули string и random + Part 3: Модули string и random
    @@ -800,7 +842,7 @@

    - Part 3: Decimal, Fraction и комлексные числа в Python + Part 4: Decimal, Fraction и комлексные числа в Python
    @@ -809,7 +851,7 @@

    - Part 4: Черепашья графика + Part 5: Черепашья графика
    @@ -818,7 +860,7 @@

    - Part 5: Функции в Python + Part 6: Функции в Python
    @@ -827,7 +869,7 @@

    - Part 6: Работа с txt файлами в Python + Part 7: Работа с txt файлами в Python
    @@ -836,7 +878,7 @@

    - Part 7: Работа с датой и временем. Часть 1 + Part 8: Работа с датой и временем. Часть 1
    @@ -845,7 +887,7 @@

    - Part 8: Работа с датой и временем. Часть 2 + Part 9: Работа с датой и временем. Часть 2
    @@ -854,7 +896,7 @@

    - Part 9: Потоковый ввод и вывод + Part 10: Потоковый ввод и вывод
    @@ -862,7 +904,7 @@

    - Part 10: This Article + Part 11: This Article
    @@ -870,7 +912,7 @@

    - Part 11: Работа с zip и pkl файлами в Python + Part 12: Работа с zip и pkl файлами в Python
    @@ -879,7 +921,7 @@

    - Part 12: Модули os, shutil и shelve + Part 13: Модули os, shutil и shelve
    @@ -1855,10 +1897,19 @@

    Кириллические символы в json +
    + + Part 1: Устройство памяти в Python + +
    + + +
    - Part 1: Коллекции в Python + Part 2: Коллекции в Python
    @@ -1867,7 +1918,7 @@

    Кириллические символы в json
    - Part 2: Модули string и random + Part 3: Модули string и random
    @@ -1876,7 +1927,7 @@

    Кириллические символы в json
    - Part 3: Decimal, Fraction и комлексные числа в Python + Part 4: Decimal, Fraction и комлексные числа в Python
    @@ -1885,7 +1936,7 @@

    Кириллические символы в json
    - Part 4: Черепашья графика + Part 5: Черепашья графика
    @@ -1894,7 +1945,7 @@

    Кириллические символы в json
    - Part 5: Функции в Python + Part 6: Функции в Python
    @@ -1903,7 +1954,7 @@

    Кириллические символы в json
    - Part 6: Работа с txt файлами в Python + Part 7: Работа с txt файлами в Python
    @@ -1912,7 +1963,7 @@

    Кириллические символы в json
    - Part 7: Работа с датой и временем. Часть 1 + Part 8: Работа с датой и временем. Часть 1
    @@ -1921,7 +1972,7 @@

    Кириллические символы в json
    - Part 8: Работа с датой и временем. Часть 2 + Part 9: Работа с датой и временем. Часть 2
    @@ -1930,7 +1981,7 @@

    Кириллические символы в json
    - Part 9: Потоковый ввод и вывод + Part 10: Потоковый ввод и вывод
    @@ -1938,7 +1989,7 @@

    Кириллические символы в json
    - Part 10: This Article + Part 11: This Article
    @@ -1946,7 +1997,7 @@

    Кириллические символы в json
    - Part 11: Работа с zip и pkl файлами в Python + Part 12: Работа с zip и pkl файлами в Python
    @@ -1955,7 +2006,7 @@

    Кириллические символы в json
    - Part 12: Модули os, shutil и shelve + Part 13: Модули os, shutil и shelve
    @@ -2151,6 +2202,58 @@

    Кириллические символы в json + diff --git a/docs/posts/date_and_time_1/index.html b/docs/posts/date_and_time_1/index.html index d4dcf5f..8d5b82a 100644 --- a/docs/posts/date_and_time_1/index.html +++ b/docs/posts/date_and_time_1/index.html @@ -37,6 +37,17 @@ + + + + + + + + + + @@ -67,12 +78,12 @@ + - @@ -236,6 +247,18 @@ + + @@ -276,6 +299,18 @@ + + @@ -761,8 +796,8 @@

    if (active.length == 1 && active.eq(0).attr('href') == '#' + id) return true; active.each(function (i, e) { - - $(e).removeClass('active').siblings('ul').hide(); + + $(e).removeClass('active'); }); $toc.find('a[href="#' + id + '"]').addClass('active') @@ -773,8 +808,6 @@

    $window.on('scroll', onScroll); $(document).ready(function () { - - $toc.find('a').parent('li').find('ul').hide(); onScroll(); }); @@ -799,10 +832,19 @@

    +
    + + Part 1: Устройство памяти в Python + +
    + + +
    - Part 1: Коллекции в Python + Part 2: Коллекции в Python
    @@ -811,7 +853,7 @@

    - Part 2: Модули string и random + Part 3: Модули string и random
    @@ -820,7 +862,7 @@

    - Part 3: Decimal, Fraction и комлексные числа в Python + Part 4: Decimal, Fraction и комлексные числа в Python
    @@ -829,7 +871,7 @@

    - Part 4: Черепашья графика + Part 5: Черепашья графика
    @@ -838,7 +880,7 @@

    - Part 5: Функции в Python + Part 6: Функции в Python
    @@ -847,7 +889,7 @@

    - Part 6: Работа с txt файлами в Python + Part 7: Работа с txt файлами в Python
    @@ -855,7 +897,7 @@

    - Part 7: This Article + Part 8: This Article
    @@ -863,7 +905,7 @@

    - Part 8: Работа с датой и временем. Часть 2 + Part 9: Работа с датой и временем. Часть 2
    @@ -872,7 +914,7 @@

    - Part 9: Потоковый ввод и вывод + Part 10: Потоковый ввод и вывод
    @@ -881,7 +923,7 @@

    - Part 10: Работа с csv и json файлами в Python + Part 11: Работа с csv и json файлами в Python
    @@ -890,7 +932,7 @@

    - Part 11: Работа с zip и pkl файлами в Python + Part 12: Работа с zip и pkl файлами в Python
    @@ -899,7 +941,7 @@

    - Part 12: Модули os, shutil и shelve + Part 13: Модули os, shutil и shelve
    @@ -2237,10 +2279,19 @@

    Операции с datetime и da +
    + + Part 1: Устройство памяти в Python + +
    + + +
    - Part 1: Коллекции в Python + Part 2: Коллекции в Python
    @@ -2249,7 +2300,7 @@

    Операции с datetime и da
    - Part 2: Модули string и random + Part 3: Модули string и random
    @@ -2258,7 +2309,7 @@

    Операции с datetime и da
    - Part 3: Decimal, Fraction и комлексные числа в Python + Part 4: Decimal, Fraction и комлексные числа в Python
    @@ -2267,7 +2318,7 @@

    Операции с datetime и da
    - Part 4: Черепашья графика + Part 5: Черепашья графика
    @@ -2276,7 +2327,7 @@

    Операции с datetime и da
    - Part 5: Функции в Python + Part 6: Функции в Python
    @@ -2285,7 +2336,7 @@

    Операции с datetime и da
    - Part 6: Работа с txt файлами в Python + Part 7: Работа с txt файлами в Python
    @@ -2293,7 +2344,7 @@

    Операции с datetime и da
    - Part 7: This Article + Part 8: This Article
    @@ -2301,7 +2352,7 @@

    Операции с datetime и da
    - Part 8: Работа с датой и временем. Часть 2 + Part 9: Работа с датой и временем. Часть 2
    @@ -2310,7 +2361,7 @@

    Операции с datetime и da
    - Part 9: Потоковый ввод и вывод + Part 10: Потоковый ввод и вывод
    @@ -2319,7 +2370,7 @@

    Операции с datetime и da
    - Part 10: Работа с csv и json файлами в Python + Part 11: Работа с csv и json файлами в Python
    @@ -2328,7 +2379,7 @@

    Операции с datetime и da
    - Part 11: Работа с zip и pkl файлами в Python + Part 12: Работа с zip и pkl файлами в Python
    @@ -2337,7 +2388,7 @@

    Операции с datetime и da
    - Part 12: Модули os, shutil и shelve + Part 13: Модули os, shutil и shelve
    @@ -2533,6 +2584,58 @@

    Операции с datetime и da + diff --git a/docs/posts/date_and_time_2/index.html b/docs/posts/date_and_time_2/index.html index 62c65f6..bd76f3d 100644 --- a/docs/posts/date_and_time_2/index.html +++ b/docs/posts/date_and_time_2/index.html @@ -37,6 +37,17 @@ + + + + + + + + + + @@ -67,12 +78,12 @@ + - @@ -236,6 +247,18 @@ + + @@ -276,6 +299,18 @@ + + @@ -767,8 +802,8 @@

    if (active.length == 1 && active.eq(0).attr('href') == '#' + id) return true; active.each(function (i, e) { - - $(e).removeClass('active').siblings('ul').hide(); + + $(e).removeClass('active'); }); $toc.find('a[href="#' + id + '"]').addClass('active') @@ -779,8 +814,6 @@

    $window.on('scroll', onScroll); $(document).ready(function () { - - $toc.find('a').parent('li').find('ul').hide(); onScroll(); }); @@ -805,10 +838,19 @@

    +
    + + Part 1: Устройство памяти в Python + +
    + + +
    - Part 1: Коллекции в Python + Part 2: Коллекции в Python
    @@ -817,7 +859,7 @@

    - Part 2: Модули string и random + Part 3: Модули string и random
    @@ -826,7 +868,7 @@

    - Part 3: Decimal, Fraction и комлексные числа в Python + Part 4: Decimal, Fraction и комлексные числа в Python
    @@ -835,7 +877,7 @@

    - Part 4: Черепашья графика + Part 5: Черепашья графика
    @@ -844,7 +886,7 @@

    - Part 5: Функции в Python + Part 6: Функции в Python
    @@ -853,7 +895,7 @@

    - Part 6: Работа с txt файлами в Python + Part 7: Работа с txt файлами в Python
    @@ -862,7 +904,7 @@

    - Part 7: Работа с датой и временем. Часть 1 + Part 8: Работа с датой и временем. Часть 1
    @@ -870,7 +912,7 @@

    - Part 8: This Article + Part 9: This Article
    @@ -878,7 +920,7 @@

    - Part 9: Потоковый ввод и вывод + Part 10: Потоковый ввод и вывод
    @@ -887,7 +929,7 @@

    - Part 10: Работа с csv и json файлами в Python + Part 11: Работа с csv и json файлами в Python
    @@ -896,7 +938,7 @@

    - Part 11: Работа с zip и pkl файлами в Python + Part 12: Работа с zip и pkl файлами в Python
    @@ -905,7 +947,7 @@

    - Part 12: Модули os, shutil и shelve + Part 13: Модули os, shutil и shelve
    @@ -2107,10 +2149,19 @@

    Функции calendar +
    + + Part 1: Устройство памяти в Python + +
    + + +
    - Part 1: Коллекции в Python + Part 2: Коллекции в Python
    @@ -2119,7 +2170,7 @@

    Функции calendar
    - Part 2: Модули string и random + Part 3: Модули string и random
    @@ -2128,7 +2179,7 @@

    Функции calendar
    - Part 3: Decimal, Fraction и комлексные числа в Python + Part 4: Decimal, Fraction и комлексные числа в Python
    @@ -2137,7 +2188,7 @@

    Функции calendar
    - Part 4: Черепашья графика + Part 5: Черепашья графика
    @@ -2146,7 +2197,7 @@

    Функции calendar
    - Part 5: Функции в Python + Part 6: Функции в Python
    @@ -2155,7 +2206,7 @@

    Функции calendar
    - Part 6: Работа с txt файлами в Python + Part 7: Работа с txt файлами в Python
    @@ -2164,7 +2215,7 @@

    Функции calendar
    - Part 7: Работа с датой и временем. Часть 1 + Part 8: Работа с датой и временем. Часть 1
    @@ -2172,7 +2223,7 @@

    Функции calendar
    - Part 8: This Article + Part 9: This Article
    @@ -2180,7 +2231,7 @@

    Функции calendar
    - Part 9: Потоковый ввод и вывод + Part 10: Потоковый ввод и вывод
    @@ -2189,7 +2240,7 @@

    Функции calendar
    - Part 10: Работа с csv и json файлами в Python + Part 11: Работа с csv и json файлами в Python
    @@ -2198,7 +2249,7 @@

    Функции calendar
    - Part 11: Работа с zip и pkl файлами в Python + Part 12: Работа с zip и pkl файлами в Python
    @@ -2207,7 +2258,7 @@

    Функции calendar
    - Part 12: Модули os, shutil и shelve + Part 13: Модули os, shutil и shelve
    @@ -2403,6 +2454,58 @@

    Функции calendar + diff --git a/docs/posts/deep_bool_oper_python/index.html b/docs/posts/deep_bool_oper_python/index.html index 5bea185..b62fcfb 100644 --- a/docs/posts/deep_bool_oper_python/index.html +++ b/docs/posts/deep_bool_oper_python/index.html @@ -37,6 +37,17 @@ + + + + + + + + + + @@ -95,7 +106,7 @@ "keywords": ["python"], "mainEntityOfPage": "true", - "wordCount": "938" + "wordCount": "942" }] @@ -226,6 +237,18 @@ + + @@ -266,6 +289,18 @@ + + @@ -503,7 +538,7 @@

    - ·938 слов·5 минут· + ·942 слов·5 минут· @@ -677,8 +712,8 @@

    if (active.length == 1 && active.eq(0).attr('href') == '#' + id) return true; active.each(function (i, e) { - - $(e).removeClass('active').siblings('ul').hide(); + + $(e).removeClass('active'); }); $toc.find('a[href="#' + id + '"]').addClass('active') @@ -689,8 +724,6 @@

    $window.on('scroll', onScroll); $(document).ready(function () { - - $toc.find('a').parent('li').find('ul').hide(); onScroll(); }); @@ -853,7 +886,8 @@

    Приоритет логических операт 
    print(not 1 == 2 or 3 == 3 and 5 == 6)
 
 # Вывод: True
-

    Согласно приоритету операторов в первую очередь вычисляются выражения 1 == 2, 3 == 3 и 5 == 6, в результате чего исходное выражение принимает вид not False or True and False. Далее выполняется оператор not, возвращая значение True, после него — оператор and, возвращая значение False. Выражение принимает вид True or False. Последним выполняется оператор or, возвращая общий результат выражения — значение True !(считаю это неточным утверждением, ведь оператор or может сразу завершать работу после вычисления not 1 == 2, что подтвердилось в ходе проверки)!.

    +

    Согласно приоритету операторов в первую очередь вычисляются выражения 1 == 2, 3 == 3 и 5 == 6, в результате чего исходное выражение принимает вид not False or True and False. Далее выполняется оператор not, возвращая значение True, после него — оператор and, возвращая значение False. Выражение принимает вид True or False. Последним выполняется оператор or, возвращая общий результат выражения — значение True.
    +P.S. На самом деле после вычиления not 1 == 2 оператор or сразу вернёт True, не вычисляя правую часть.

    @@ -917,7 +951,14 @@

    Цепочки сравнений 
    # Вывод:
 False
 False
-
    +
    +

    Основной источник: https://habr.com/ru/articles/824170/

    +

    Доп. источники:

    + + @@ -1110,6 +1151,58 @@

    Цепочки сравнений + diff --git a/docs/posts/frac_dec_compl/index.html b/docs/posts/frac_dec_compl/index.html index b9b6c08..f59e069 100644 --- a/docs/posts/frac_dec_compl/index.html +++ b/docs/posts/frac_dec_compl/index.html @@ -37,6 +37,17 @@ + + + + + + + + + + @@ -64,13 +75,13 @@ + - @@ -234,6 +245,18 @@ + + @@ -274,6 +297,18 @@ + + @@ -713,8 +748,8 @@

    if (active.length == 1 && active.eq(0).attr('href') == '#' + id) return true; active.each(function (i, e) { - - $(e).removeClass('active').siblings('ul').hide(); + + $(e).removeClass('active'); }); $toc.find('a[href="#' + id + '"]').addClass('active') @@ -725,8 +760,6 @@

    $window.on('scroll', onScroll); $(document).ready(function () { - - $toc.find('a').parent('li').find('ul').hide(); onScroll(); }); @@ -751,10 +784,19 @@

    +
    + + Part 1: Устройство памяти в Python + +
    + + +
    - Part 1: Коллекции в Python + Part 2: Коллекции в Python
    @@ -763,7 +805,7 @@

    - Part 2: Модули string и random + Part 3: Модули string и random
    @@ -771,7 +813,7 @@

    - Part 3: This Article + Part 4: This Article
    @@ -779,7 +821,7 @@

    - Part 4: Черепашья графика + Part 5: Черепашья графика
    @@ -788,7 +830,7 @@

    - Part 5: Функции в Python + Part 6: Функции в Python
    @@ -797,7 +839,7 @@

    - Part 6: Работа с txt файлами в Python + Part 7: Работа с txt файлами в Python
    @@ -806,7 +848,7 @@

    - Part 7: Работа с датой и временем. Часть 1 + Part 8: Работа с датой и временем. Часть 1
    @@ -815,7 +857,7 @@

    - Part 8: Работа с датой и временем. Часть 2 + Part 9: Работа с датой и временем. Часть 2
    @@ -824,7 +866,7 @@

    - Part 9: Потоковый ввод и вывод + Part 10: Потоковый ввод и вывод
    @@ -833,7 +875,7 @@

    - Part 10: Работа с csv и json файлами в Python + Part 11: Работа с csv и json файлами в Python
    @@ -842,7 +884,7 @@

    - Part 11: Работа с zip и pkl файлами в Python + Part 12: Работа с zip и pkl файлами в Python
    @@ -851,7 +893,7 @@

    - Part 12: Модули os, shutil и shelve + Part 13: Модули os, shutil и shelve
    @@ -1310,10 +1352,19 @@

    Методы и свойства +
    + + Part 1: Устройство памяти в Python + +
    + + +
    - Part 1: Коллекции в Python + Part 2: Коллекции в Python
    @@ -1322,7 +1373,7 @@

    Методы и свойства
    - Part 2: Модули string и random + Part 3: Модули string и random
    @@ -1330,7 +1381,7 @@

    Методы и свойства
    - Part 3: This Article + Part 4: This Article
    @@ -1338,7 +1389,7 @@

    Методы и свойства
    - Part 4: Черепашья графика + Part 5: Черепашья графика
    @@ -1347,7 +1398,7 @@

    Методы и свойства
    - Part 5: Функции в Python + Part 6: Функции в Python
    @@ -1356,7 +1407,7 @@

    Методы и свойства
    - Part 6: Работа с txt файлами в Python + Part 7: Работа с txt файлами в Python
    @@ -1365,7 +1416,7 @@

    Методы и свойства
    - Part 7: Работа с датой и временем. Часть 1 + Part 8: Работа с датой и временем. Часть 1
    @@ -1374,7 +1425,7 @@

    Методы и свойства
    - Part 8: Работа с датой и временем. Часть 2 + Part 9: Работа с датой и временем. Часть 2
    @@ -1383,7 +1434,7 @@

    Методы и свойства
    - Part 9: Потоковый ввод и вывод + Part 10: Потоковый ввод и вывод
    @@ -1392,7 +1443,7 @@

    Методы и свойства
    - Part 10: Работа с csv и json файлами в Python + Part 11: Работа с csv и json файлами в Python
    @@ -1401,7 +1452,7 @@

    Методы и свойства
    - Part 11: Работа с zip и pkl файлами в Python + Part 12: Работа с zip и pkl файлами в Python
    @@ -1410,7 +1461,7 @@

    Методы и свойства
    - Part 12: Модули os, shutil и shelve + Part 13: Модули os, shutil и shelve
    @@ -1606,6 +1657,58 @@

    Методы и свойства + diff --git a/docs/posts/functions/index.html b/docs/posts/functions/index.html index 1e76fc2..0cfebca 100644 --- a/docs/posts/functions/index.html +++ b/docs/posts/functions/index.html @@ -37,6 +37,17 @@ + + + + + + + + + + @@ -64,13 +75,13 @@ + - @@ -234,6 +245,18 @@ + + @@ -274,6 +297,18 @@ + + @@ -791,8 +826,8 @@

    if (active.length == 1 && active.eq(0).attr('href') == '#' + id) return true; active.each(function (i, e) { - - $(e).removeClass('active').siblings('ul').hide(); + + $(e).removeClass('active'); }); $toc.find('a[href="#' + id + '"]').addClass('active') @@ -803,8 +838,6 @@

    $window.on('scroll', onScroll); $(document).ready(function () { - - $toc.find('a').parent('li').find('ul').hide(); onScroll(); }); @@ -829,10 +862,19 @@

    +
    + + Part 1: Устройство памяти в Python + +
    + + +
    - Part 1: Коллекции в Python + Part 2: Коллекции в Python
    @@ -841,7 +883,7 @@

    - Part 2: Модули string и random + Part 3: Модули string и random
    @@ -850,7 +892,7 @@

    - Part 3: Decimal, Fraction и комлексные числа в Python + Part 4: Decimal, Fraction и комлексные числа в Python
    @@ -859,7 +901,7 @@

    - Part 4: Черепашья графика + Part 5: Черепашья графика
    @@ -867,7 +909,7 @@

    - Part 5: This Article + Part 6: This Article
    @@ -875,7 +917,7 @@

    - Part 6: Работа с txt файлами в Python + Part 7: Работа с txt файлами в Python
    @@ -884,7 +926,7 @@

    - Part 7: Работа с датой и временем. Часть 1 + Part 8: Работа с датой и временем. Часть 1
    @@ -893,7 +935,7 @@

    - Part 8: Работа с датой и временем. Часть 2 + Part 9: Работа с датой и временем. Часть 2
    @@ -902,7 +944,7 @@

    - Part 9: Потоковый ввод и вывод + Part 10: Потоковый ввод и вывод
    @@ -911,7 +953,7 @@

    - Part 10: Работа с csv и json файлами в Python + Part 11: Работа с csv и json файлами в Python
    @@ -920,7 +962,7 @@

    - Part 11: Работа с zip и pkl файлами в Python + Part 12: Работа с zip и pkl файлами в Python
    @@ -929,7 +971,7 @@

    - Part 12: Модули os, shutil и shelve + Part 13: Модули os, shutil и shelve
    @@ -2069,10 +2111,19 @@

    Функция zip() +
    + + Part 1: Устройство памяти в Python + +
    + + +
    - Part 1: Коллекции в Python + Part 2: Коллекции в Python
    @@ -2081,7 +2132,7 @@

    Функция zip()
    - Part 2: Модули string и random + Part 3: Модули string и random
    @@ -2090,7 +2141,7 @@

    Функция zip()
    - Part 3: Decimal, Fraction и комлексные числа в Python + Part 4: Decimal, Fraction и комлексные числа в Python
    @@ -2099,7 +2150,7 @@

    Функция zip()
    - Part 4: Черепашья графика + Part 5: Черепашья графика
    @@ -2107,7 +2158,7 @@

    Функция zip()
    - Part 5: This Article + Part 6: This Article
    @@ -2115,7 +2166,7 @@

    Функция zip()
    - Part 6: Работа с txt файлами в Python + Part 7: Работа с txt файлами в Python
    @@ -2124,7 +2175,7 @@

    Функция zip()
    - Part 7: Работа с датой и временем. Часть 1 + Part 8: Работа с датой и временем. Часть 1
    @@ -2133,7 +2184,7 @@

    Функция zip()
    - Part 8: Работа с датой и временем. Часть 2 + Part 9: Работа с датой и временем. Часть 2
    @@ -2142,7 +2193,7 @@

    Функция zip()
    - Part 9: Потоковый ввод и вывод + Part 10: Потоковый ввод и вывод
    @@ -2151,7 +2202,7 @@

    Функция zip()
    - Part 10: Работа с csv и json файлами в Python + Part 11: Работа с csv и json файлами в Python
    @@ -2160,7 +2211,7 @@

    Функция zip()
    - Part 11: Работа с zip и pkl файлами в Python + Part 12: Работа с zip и pkl файлами в Python
    @@ -2169,7 +2220,7 @@

    Функция zip()
    - Part 12: Модули os, shutil и shelve + Part 13: Модули os, shutil и shelve
    @@ -2365,6 +2416,58 @@

    Функция zip() + diff --git a/docs/posts/index.html b/docs/posts/index.html index cefba11..9b6ff64 100644 --- a/docs/posts/index.html +++ b/docs/posts/index.html @@ -39,6 +39,17 @@ + + + + + + + + + + @@ -195,6 +206,18 @@ + + @@ -235,6 +258,18 @@ + + @@ -468,6 +503,123 @@

    + +
    + +
    + + + +
    + + +
    Устройство памяти в Python
    + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + ·1796 слов·9 минут + + + + +
    + + + + + +
    + + + + + + + + + + + + + + Python + + + + + + + + Memory + + + + + + + + + + + +
    + + + +
    + + +
    +
    + +
    +
    + + + + +
    @@ -523,7 +675,7 @@

    - ·827 слов·4 минут + ·837 слов·4 минут @@ -632,7 +784,7 @@

    - ·938 слов·5 минут + ·942 слов·5 минут @@ -2294,6 +2446,123 @@

    + +

    + +     + + + + + + +
    + +
    + + + +
    + + +
    Коллекции в Python
    + + +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + ·3369 слов·16 минут + + + + +
    + + + + + +
    + + + + + + + + + + + + + + Python + + + + + + + + Datatypes + + + + + + + + + + +
    @@ -2319,28 +2588,7 @@

  2. - 1 -
  3. - 2 -
    4. -
  4. - -
    5. -
    @@ -2415,6 +2663,58 @@

    +
    +
    +
    +
    + + + + + + + + +
    + +
    + +
    +
    +
      + +
    +
    +
    +

    diff --git a/docs/posts/index.xml b/docs/posts/index.xml index 545d5ce..27858ca 100644 --- a/docs/posts/index.xml +++ b/docs/posts/index.xml @@ -7,7 +7,17 @@ Hugo -- gohugo.io ru © 2024 Иван Бережной - Mon, 15 Jul 2024 00:00:00 +0000 + Tue, 16 Jul 2024 00:00:00 +0000 + + Устройство памяти в Python + http://localhost:1313/HFK_website/posts/memory_python/ + Tue, 16 Jul 2024 00:00:00 +0000 + + http://localhost:1313/HFK_website/posts/memory_python/ + Конспект посвящён объяснению понятия компьютерной памяти и тому, как эта память устроена в языке программирования Python Компьютерная память # Как можем видеть из схемы ниже, память в компьюетере разделяется на внутреннюю и внешнюю: + + + Марк Лутц "Изучаем Python" http://localhost:1313/HFK_website/posts/mark_lutz/ diff --git a/docs/posts/mark_lutz/index.html b/docs/posts/mark_lutz/index.html index 1685621..c3db7ae 100644 --- a/docs/posts/mark_lutz/index.html +++ b/docs/posts/mark_lutz/index.html @@ -37,6 +37,17 @@ + + + + + + + + + + @@ -95,7 +106,7 @@ "keywords": ["python"], "mainEntityOfPage": "true", - "wordCount": "827" + "wordCount": "837" }] @@ -226,6 +237,18 @@ + + @@ -266,6 +289,18 @@ + + @@ -503,7 +538,7 @@

    - ·827 слов·4 минут· + ·837 слов·4 минут· @@ -699,8 +734,8 @@

    if (active.length == 1 && active.eq(0).attr('href') == '#' + id) return true; active.each(function (i, e) { - - $(e).removeClass('active').siblings('ul').hide(); + + $(e).removeClass('active'); }); $toc.find('a[href="#' + id + '"]').addClass('active') @@ -711,8 +746,6 @@

    $window.on('scroll', onScroll); $(document).ready(function () { - - $toc.find('a').parent('li').find('ul').hide(); onScroll(); }); @@ -931,14 +964,16 @@

    Что нового

    Unicode — это стандарт, который определяет уникальные числовые коды (code points) для каждого символа в различных письменных системах мира; UTF-8 (Unicode Transformation Format) — кодировка, представляющая эти числовые коды в последовательности байтов.

  5. -

    Существует стиль форматирования строк, в котором используются %. Пользоваться им нет смысла, так как существуют более свежие и быстрые альтернативы (f-string), но полезно для общего развития. Пример:

    +

    Существует стиль форматирования строк, в котором используются %. Лично я не вижу смысла им пользоваться, так как существуют более свежие и быстрые альтернативы (f-strings, format()), но полезно для общего развития. Пример:

    6. name = "Ivan"
+print('Hello, %s' % name)
 print('%s, my friend %s' % ('Hello', name))
-
-# Вывод: Hello, my friend Ivan
-
      +

    # Вывод: 
+Hello, Ivan
+Hello, my friend Ivan
+
    • Забывшееся: в один принт можно читабельно (без прописывания литералов) уместить многострочный текст, обрамляя его тремя парами кавычек:
    print("""Hello and welcome to the Los Pollos Hermanos family.
@@ -1068,6 +1103,28 @@ 
    Ответы на вопросы
         
         
           
+            
+              
+                Устройство памяти в Python
+                
+                  
+                    
+                  
+                
+              
+              →
+              ←
+            
+

    @@ -1150,6 +1207,58 @@

    Ответы на вопросы +

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      1. + Конспекты/ +
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      + Устройство памяти в Python +

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      + + + ·1796 слов·9 минут· + + + + + + + + + + + + + + + + + + + + + +
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      + + + + + + + + + + + + + + Python + + + + + + + + Memory + + + + + + + + + + + +
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      + +
      +
      + + +
      + + Оглавление + +
      + +
      +
      + + +
      +
      + + +
      + + +
      + + + Python - This article is part of a series. + + + + +
      + Part 1: This Article +
      + + + +
      + + Part 2: Коллекции в Python + +
      + + + +
      + + Part 3: Модули string и random + +
      + + + +
      + + Part 4: Decimal, Fraction и комлексные числа в Python + +
      + + + +
      + + Part 5: Черепашья графика + +
      + + + +
      + + Part 6: Функции в Python + +
      + + + +
      + + Part 7: Работа с txt файлами в Python + +
      + + + +
      + + Part 8: Работа с датой и временем. Часть 1 + +
      + + + +
      + + Part 9: Работа с датой и временем. Часть 2 + +
      + + + +
      + + Part 10: Потоковый ввод и вывод + +
      + + + +
      + + Part 11: Работа с csv и json файлами в Python + +
      + + + +
      + + Part 12: Работа с zip и pkl файлами в Python + +
      + + + +
      + + Part 13: Модули os, shutil и shelve + +
      + + + + +
      + + + +
      +
      + Конспект посвящён объяснению понятия компьютерной памяти и тому, как эта память устроена в языке программирования Python +
      + + + +

      Компьютерная память
      +
      + + + # + + +

      +

      Как можем видеть из схемы ниже, память в компьюетере разделяется на внутреннюю и внешнюю:

      +
      + +graph LR; + A{"Компьютерная память"}-->B("Внутренняя память"); + A-->C("Внешние накопители"); + B-->D["Постоянная"] + B-->E["Оперативная"] + B-->F["Кэш-память"] + C-->G["Жёсткие диски"] + C-->H["Твердотельные накопители"] + C-->I["Оптические диски"] + C-->J["Флеш накопители"] + +
      + +

      Посмотрим подробнее на каждый тип памяти.

      +
      + + +

      Внутренняя память +
      + + + # + + +

      +

      Характерными особенностями внутренней памяти по сравнению с внешней являются высокое быстродействие и ограниченный объем. Физически внутренняя память компьютера представляет собой интегральные микросхемы, которые размещаются в специальных гнездах на материнской плате. Чем больше размер внутренней памяти, тем более сложную задачу и с большей скоростью может решить компьютер.

      +

      Внутренняя память подразделяется на:

      +
        +
      • постоянную память
        • +
      • оперативную память
        • +
      • кэш-память
        • +
      +

      Постоянная память (ROM — read-only memory) — энергозависимая память, использующаяся для долговременного хранения неизменяемого массива данных. Содержание ПЗУ специальным образом закладываестя при его изготовлении для постоянного хранения. Из название как раз можно понять, что данная память предназначена только для чтения.

      +

      Оперативная память (RAM — Random Access Memory) — в большинстве случаев энергозависимая память, хранящая выполняемый машинный код программ, входные, выходные и промежуточные данные, обрабатываемые процессором в текущем сеансе работы ПК. После выключения питания компьютера, полностью очищается.

      +

      Микросхемы оперативной памяти монтируются на печатной плате. Каждая такая плата снабжена контактами, расположенными вдоль нижнего края. Для подключения к другим устройствам компьютера такая плата вставляется своими контактами в специальный разъем (слот) на материнской плате. Материнская плата имеет несколько разъемов для модулей оперативной памяти, суммарный объем которых может принимать ряд фиксированных значений, например 2, 4, 8, 16, 32 Гб и более.

      +

      Оперативная память бывает нескольких типов: SDRAM, DDR, DDR2, DDR3, DDR4, DDR5. Каждый последующий тип памяти представляет собой улучшение предыдущего и позволяет новой памяти работать с большей скоростью. В данный момент в современных компьютерах используется оперативная память типа DDR4 и DDR5.

      +

      Кэш-память (cache) — промежуточный буфер с быстрым доступом к нему, содержащий информацию, которая может быть запрошена с наибольшей вероятностью. Эта память испольлзуется при обмене данными между процессором и оперативной памятью. Алгоритм ее работы позволяет сократить частоту обращений процессора к оперативной памяти и, следовательно, повысить производительность компьютера.

      +
      + +graph LR; + A[Процессор] <==> B[Кэш-контроллер] <--> C[оперативная память]; + A <==> B; + B <--> D[Кэш-память]; + B <--> D; + +
      + +

      Современные процессоры оснащены кэшем, который состоит зачастую из трех уровней: L1 (первый уровень), L2 (второй уровень), L3 (третий уровень).

      +
        +
      • +

        L1 — наиболее быстрый уровень кэш-памяти, который работает напрямую с ядром процессора, в следствии чего обладает наименьшим временем доступа и работает на частотах, близких процессору. Размер данного кэша обычно не велик, а количество микросхем зачастую привязано к количеству ядер процессора, при этом у каждого ядра кэш свой собственный. Размер блока может варьироваться от 64-256 КБ у десктопов и ноутбуков до 1-2 МБ для серверных решений.

        +

        Сам L1 тоже имеет свое разделение. Он делится на кэш команд и кэш данных:

        +
          +
        • +

          Первый содержит информацию об операции, которой занимается ЦП, проще говоря, отвечает на вопрос: «Что надо сделать»;

          +
          • +
        • +

          Второй хранит в себе данные, над которыми должны производиться вычисления.

          +
          • +
        +
        • +
      • +

        L2 — второй уровень более масштабный, нежели первый, но в результате, обладает меньшими скоростными характеристиками. Также привязан к ядру и не взаимодействует с остальными.

        +
        • +
      • +

        L3 — третий уровень. Он более медленный, нежели два предыдущих, но всё же гораздо быстрее, чем оперативная память. Этот блок уже доступен для всех ядер процессора. На третьем уровне временно хранятся данные, которые хоть и важны для продуктивной работы, но регистры обращаются за этой информацией относительно нечасто.

        +
        • +
      +
      + +--- +config: + themeVariables: + primaryColor: "#00FFFF" + fontFamily: verdana + fontSize: 20px +--- +graph LR; + subgraph ; + A[[ALU]] <--> B[Registers]; + B <--> D(L1 Ins + cache); + B <---> E(L1 D + cache); + D <--> F([L2 cache]); + E <--> F; + F <--> C(L3 cache); + end; + C <--> G((ROM)); + +
      + +
      + + +

      Внешняя память +
      + + + # + + +

      +

      Назначение внешней памяти компьютера заключается в долговременном хранении информации любого вида. Выключение питания компьютера не приводит к очистке внешней памяти и её объём в тысячи раз больше объёма внутренней памяти. Минус такой памяти в том, что обращение к ней требует гораздо большего времени.

      +

      К устройствам внешней памяти относятся:

      +
        +
      • Жёсткие магнитные диски (HDD — Hard Disk Drive)
        • +
      • Твердотельные накопители (SSD — Solid State Drive)
        • +
      • Оптические диски (CD-ROM, DVD-ROM, Blue-Ray и т.д.)
        • +
      • Флеш-накопители
        • +
      • Гибкие магнитные диски
        • +
      +

      Наиболее распространенный вариант постоянной памяти — жесткие диски HDD. Они представляют собой один или несколько магнитных дисков, вращающихся с огромной скоростью (от 5 до 12 тысяч оборотов в минуту), и головок, предназначенных для считывания и записи информации. HDD являются надежными носителями информации, позволяют записывать и считывать информацию огромное количество раз. Неудобство в том, что они очень медленные и восприимчивы к ударам, падениям и прочим механическим воздействиям, особенно в момент работы.

      +

      Почти у каждого уверенного пользователя ПК в наши дни скорее найдётся SSD, чем HDD. Их популярность неудивительна, ведь они имеют гораздо более высокую скорость записи и чтения и невосприимчивы к механическим воздействиям. Их можно было бы назвать идеальными накопителями, если бы не ощутимо конечное количество циклов чтения-записи.

      + + +

      Управление памятью в Python
      +
      + + + # + + +

      +

      Управление памятью — это процесс выделения, распределения и координации памяти таким образом, чтобы все программы работали правильно и могли оптимально получать доступ к различным системным ресурсам. Управление памятью также включает в себя и очистку памяти от объектов, которые больше не нужны.

      +

      Существует два типа управления памятью: ручное и автоматическое.

      +

      Ручное управление включает в себя, как правило, три этапа:

      +
        +
      1. Запрос памяти у операционной системы
        2. +
      2. Работа с ней
        3. +
      3. Возвращение памяти обратно в операционную систему
        4. +
      +

      Ручной подход управления (как в C, C++, Pascal и т.д.) позволяет работать с памятью максимально эффективно. Программист точно знает, сколько памяти ему выделено, зачем он её использует, и т.д. Однако помимо преимуществ такой подход имеет и ряд недостатков. Ключевой из них — сложность. Управлять памятью вручную — сложно и тяжело, поскольку легко забыть вернуть память обратно операционной системе, в результате чего возникает утечка: программа держит неиспользуемую память просто так, не давая применять ее для решения других задач.

      +

      Автоматическое управление памятью (как в Python, Java, JS, C#, Ruby и т.д.) берет на себя самый сложный этап — возвращение памяти обратно операционной системе, когда она уже не требуется. Восстановленная память может использоваться другими объектами. В определённых случаях это менее эффективно, но позволяет сильно сократить трудозатраты и повысить надежность процесса.

      +

      Python — это язык с автоматическим управлением памятью. Причем для управления ею он использует несколько механизмов. При запуске Python программы создается новый процесс, в рамках которого операционная система выделяет пул ресурсов, включая виртуальное адресное пространство. В эту память загружается интерпретатор Python вместе со всеми необходимыми ему для работы данными, включая код написанной программы.

      +

      Оставшаяся свободная виртуальная память может использоваться для хранения информации об объектах Python. Для управления этой памятью в CPython используется специальный механизм, который называется аллокатор. Он используется каждый раз, когда вам нужно создать новый объект.

      +

      Обычно мы в своих программах не оперируем большими объектами. Большая часть наших данных — это числа, строки и т.д., они занимают не такой уж большой объем в расчёте на одно значение. Но зато мы создаем их достаточно часто. И это приводило бы к проблемам, если бы Python абсолютно все такие вызовы транслировал в операционную систему. Системный вызов на выделение памяти — штука трудозатратная, зачастую связанная с переходом в контекст ядра операционной системы. Поэтому одна из главных задач аллокатора Python — оптимизация количества системных вызовов.

      + + + + + +
      + + + + + + + + + + + + + + Для больших объектов (больше 512 байт) Python выделяет память напрямую у ОС. Обычно таких объектов не очень много в рамках программы, и создаются они нечасто. Поэтому накладные расходы на создание таких объектов напрямую в RAM не так высоки. +
      + +

      Аллокатор для малых объектов (не больше 512 байт) использует три уровня абстракции:

      +
        +
      • Блок — кусок памяти, используемый для хранения одного объекта.
        • +
      • Пул — страница памяти, содержащий блоки (обычно 4 килобайта).
        • +
      • Арена — большой непрерывный кусок памяти, содержащий пулы (обычно 256 килобайт).
        • +
      +

      +

      + + +
      +

      + + +

      Блок
      +
      + + + # + + +

      +

      Блок — это кусок памяти, который может содержать только один Python объект фиксированного размера. Размер блока может варьироваться от 8 до 512 байт и должен быть кратен восьми. Все блоки в конкретном пуле имеют одинаковый размер и находятся в одном классе размера, который и определяет размер блока.

      + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      Запрос памяти в байтахРазмер блока в байтахИндекс класса размера
      1-880
      9-16161
      17-24242
      25-32323
      33-40404
      41-48485
      ………
      505-51251263
      +

      Таким образом, если необходимы:

      +
        +
      • 6 байт, то данные будут помещены в блок размером 8 байт;
        • +
      • 42 байта, то данные будут помещены в блок размером 48 байт;
        • +
      • и т.д.
        • +
      + + +

      Пул
      +
      + + + # + + +

      +

      Пулы состоят из блоков одного размера. Каждый пул работает по принципу двухсвязного списка с другими пулами того же размера, поэтому алгоритм может с легкостью найти необходимое место для требуемого размера блока даже среди множества пулов. Размер пула равен 4 килобайта.

      + + + + + +
      + + + + + + + + + + + + + + Ограничение пула фиксированным размером блоков помогает с фрагментацией. Если объект уничтожается, аллокатор может заполнить это пространство новым объектом того же размера. +
      + +

      Для эффективного управления пулами Python использует дополнительный список, который называется usedpools. Он хранит указатели на пулы, сгруппированные по классам. Как уже известно, все пулы с одинаковым размером блока связаны между собой с помощью двухсвязного списка. Чтобы перебрать их, нужно просто знать начало списка. Если пулов такого размера нет, то при первом запросе памяти будет создан новый.

      +

      Пулы находятся в трех состояниях:

      +
        +
      • Используемый (used) — частично заполненный, какие-то блоки заняты, какие-то свободны;
        • +
      • Полный (full) — полностью заполненный, все блоки заняты;
        • +
      • Пустой (empty) — все блоки свободны и доступны для записи (хранятся в списке пустых пулов freepools).
        • +
      +

      Используемый пул содержит блоки, в которые можно записать какую-то информацию. Блоки полного пула все распределены и уже содержат данные. Пустые пулы не содержат данных и могут быть разбиты на какие угодны классы размера при необходимости.

      +

      Допустим, нашему коду необходимо 8 байт. Если в списке используемых пулов нет пулов с классом размера в 8 байт, то новый пустой пул инициализируется, как хранящий блоки по 8 байт. Затем пустой пул добавляется в список используемых пулов и может быть использован при следующих запросах.

      +

      Заполненный пул освобождает некоторые блоки, когда эта информация в них уже не нужна. Этот пул добавится в список используемых в соответствии со своим классом размера.

      + + + + + +
      + + + + + + + + + + + + + + Пулы и блоки не выделяют память напрямую, вместо этого они используют уже выделенное пространство в аренах. +
      + + + +

      Арены
      +
      + + + # + + +

      +

      Арена – это кусок памяти размером в 256 килобайт, который обеспечивает память для 64 пулов.

      +

      Арены, в отличие от пулов, не имеют явных разделений на состояния. Они сами по себе организованы в двухсвязный список usable_arenas, который отсортирован по количеству свободных пулов. Чем меньше свободных пулов, тем ближе арена к началу списка.

      +

      +

      + + +
      +

      +

      Поэтому наиболее полная арена будет выбрана для записи еще большего количества данных. Такое расположение арен позволяет снизить объем потребляемой программой памяти. Дело в том, что в некоторых случаях, когда память освобождается, она все еще остается недоступной операционной системе. Процесс Python держит ее распределенной и использует ее позже для новых данных. Полное освобождение памяти возвращает память в пользование операционной системе.

      +

      Арены — единственные области, которые могут быть полностью освобождены. Таким образом мы понимаем, что те арены, которые находятся в списке ближе к пустому состоянию, должны быть освобождены. В таком случае, область памяти может быть действительно полностью освобождена, и соответственно общий объем памяти Python программы будет уменьшен.

      +
      +

      Основной источник: https://stepik.org/lesson/624148/step/10?unit=619836

      +

      Дополнительные источники:

      + + +
      + + + + +
      + + + Python - This article is part of a series. + + + + +
      + Part 1: This Article +
      + + + +
      + + Part 2: Коллекции в Python + +
      + + + +
      + + Part 3: Модули string и random + +
      + + + +
      + + Part 4: Decimal, Fraction и комлексные числа в Python + +
      + + + +
      + + Part 5: Черепашья графика + +
      + + + +
      + + Part 6: Функции в Python + +
      + + + +
      + + Part 7: Работа с txt файлами в Python + +
      + + + +
      + + Part 8: Работа с датой и временем. Часть 1 + +
      + + + +
      + + Part 9: Работа с датой и временем. Часть 2 + +
      + + + +
      + + Part 10: Потоковый ввод и вывод + +
      + + + +
      + + Part 11: Работа с csv и json файлами в Python + +
      + + + +
      + + Part 12: Работа с zip и pkl файлами в Python + +
      + + + +
      + + Part 13: Модули os, shutil и shelve + +
      + + + + +
      + + + +
      + + + + + + + + + + + + + + +
      + + + +
      + + + + + + + + + + + + + + +
      + +
      + + +
      + + + + + + +
      + + + +

      + © + 2024 + Иван Бережной +

      + + + + +

      + + + Работает на Hugo & Blowfish +

      + + +
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      + + +
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      @@ -1284,10 +1326,19 @@

      Функция shelve.open() +
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      Функция shelve.open() + diff --git a/docs/posts/programming_paradigms/index.html b/docs/posts/programming_paradigms/index.html index b2b77f7..19822db 100644 --- a/docs/posts/programming_paradigms/index.html +++ b/docs/posts/programming_paradigms/index.html @@ -37,6 +37,17 @@ + + + + + + + + + + @@ -226,6 +237,18 @@ + + @@ -266,6 +289,18 @@ + + @@ -687,8 +722,8 @@

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      +
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      Модуль string +
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      if (active.length == 1 && active.eq(0).attr('href') == '#' + id) return true; active.each(function (i, e) { - - $(e).removeClass('active').siblings('ul').hide(); + + $(e).removeClass('active'); }); $toc.find('a[href="#' + id + '"]').addClass('active') @@ -689,8 +724,6 @@

      $window.on('scroll', onScroll); $(document).ready(function () { - - $toc.find('a').parent('li').find('ul').hide(); onScroll(); }); @@ -715,10 +748,19 @@

      +
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      + + +
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      @@ -781,7 +823,7 @@

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      @@ -789,7 +831,7 @@

      - Part 9: This Article + Part 10: This Article
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      @@ -806,7 +848,7 @@

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      @@ -815,7 +857,7 @@

      - Part 12: Модули os, shutil и shelve + Part 13: Модули os, shutil и shelve
      @@ -890,10 +932,19 @@

      Потоковый вывод
      +
      + + Part 1: Устройство памяти в Python + +
      + + +
      - Part 1: Коллекции в Python + Part 2: Коллекции в Python
      @@ -902,7 +953,7 @@

      Потоковый вывод
      - Part 2: Модули string и random + Part 3: Модули string и random
      @@ -911,7 +962,7 @@

      Потоковый вывод
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      @@ -920,7 +971,7 @@

      Потоковый вывод
      - Part 4: Черепашья графика + Part 5: Черепашья графика
      @@ -929,7 +980,7 @@

      Потоковый вывод
      - Part 5: Функции в Python + Part 6: Функции в Python
      @@ -938,7 +989,7 @@

      Потоковый вывод
      - Part 6: Работа с txt файлами в Python + Part 7: Работа с txt файлами в Python
      @@ -947,7 +998,7 @@

      Потоковый вывод
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      Потоковый вывод
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      Потоковый вывод
      - Part 9: This Article + Part 10: This Article
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      Потоковый вывод
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      @@ -981,7 +1032,7 @@

      Потоковый вывод
      - Part 11: Работа с zip и pkl файлами в Python + Part 12: Работа с zip и pkl файлами в Python
      @@ -990,7 +1041,7 @@

      Потоковый вывод
      - Part 12: Модули os, shutil и shelve + Part 13: Модули os, shutil и shelve
      @@ -1186,6 +1237,58 @@

      Потоковый вывод
      + diff --git a/docs/posts/turtle/index.html b/docs/posts/turtle/index.html index cc45afe..9a615eb 100644 --- a/docs/posts/turtle/index.html +++ b/docs/posts/turtle/index.html @@ -37,6 +37,17 @@ + + + + + + + + + + @@ -64,13 +75,13 @@ + - @@ -233,6 +244,18 @@ + + @@ -273,6 +296,18 @@ + + @@ -700,8 +735,8 @@

      if (active.length == 1 && active.eq(0).attr('href') == '#' + id) return true; active.each(function (i, e) { - - $(e).removeClass('active').siblings('ul').hide(); + + $(e).removeClass('active'); }); $toc.find('a[href="#' + id + '"]').addClass('active') @@ -712,8 +747,6 @@

      $window.on('scroll', onScroll); $(document).ready(function () { - - $toc.find('a').parent('li').find('ul').hide(); onScroll(); }); @@ -738,10 +771,19 @@

      +
      + + Part 1: Устройство памяти в Python + +
      + + +
      - Part 1: Коллекции в Python + Part 2: Коллекции в Python
      @@ -750,7 +792,7 @@

      - Part 2: Модули string и random + Part 3: Модули string и random
      @@ -759,7 +801,7 @@

      - Part 3: Decimal, Fraction и комлексные числа в Python + Part 4: Decimal, Fraction и комлексные числа в Python
      @@ -767,7 +809,7 @@

      - Part 4: This Article + Part 5: This Article
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      - Part 5: Функции в Python + Part 6: Функции в Python
      @@ -784,7 +826,7 @@

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      @@ -793,7 +835,7 @@

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      @@ -802,7 +844,7 @@

      - Part 8: Работа с датой и временем. Часть 2 + Part 9: Работа с датой и временем. Часть 2
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      @@ -829,7 +871,7 @@

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      @@ -838,7 +880,7 @@

      - Part 12: Модули os, shutil и shelve + Part 13: Модули os, shutil и shelve
      @@ -913,10 +955,19 @@

      Методы +
      + + Part 1: Устройство памяти в Python + +
      + + +
      - Part 1: Коллекции в Python + Part 2: Коллекции в Python
      @@ -925,7 +976,7 @@

      Методы
      - Part 2: Модули string и random + Part 3: Модули string и random
      @@ -934,7 +985,7 @@

      Методы
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      @@ -942,7 +993,7 @@

      Методы
      - Part 4: This Article + Part 5: This Article
      @@ -950,7 +1001,7 @@

      Методы
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      @@ -959,7 +1010,7 @@

      Методы
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      @@ -968,7 +1019,7 @@

      Методы
      - Part 7: Работа с датой и временем. Часть 1 + Part 8: Работа с датой и временем. Часть 1
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      Методы
      - Part 8: Работа с датой и временем. Часть 2 + Part 9: Работа с датой и временем. Часть 2
      @@ -986,7 +1037,7 @@

      Методы
      - Part 9: Потоковый ввод и вывод + Part 10: Потоковый ввод и вывод
      @@ -995,7 +1046,7 @@

      Методы
      - Part 10: Работа с csv и json файлами в Python + Part 11: Работа с csv и json файлами в Python
      @@ -1004,7 +1055,7 @@

      Методы
      - Part 11: Работа с zip и pkl файлами в Python + Part 12: Работа с zip и pkl файлами в Python
      @@ -1013,7 +1064,7 @@

      Методы
      - Part 12: Модули os, shutil и shelve + Part 13: Модули os, shutil и shelve
      @@ -1209,6 +1260,58 @@

      Методы + diff --git a/docs/posts/work_with_files/index.html b/docs/posts/work_with_files/index.html index c77b9fe..4ac7617 100644 --- a/docs/posts/work_with_files/index.html +++ b/docs/posts/work_with_files/index.html @@ -37,6 +37,17 @@ + + + + + + + + + + @@ -64,6 +75,7 @@ + @@ -233,6 +245,18 @@ + + @@ -273,6 +297,18 @@ + + @@ -754,8 +790,8 @@

      if (active.length == 1 && active.eq(0).attr('href') == '#' + id) return true; active.each(function (i, e) { - - $(e).removeClass('active').siblings('ul').hide(); + + $(e).removeClass('active'); }); $toc.find('a[href="#' + id + '"]').addClass('active') @@ -766,8 +802,6 @@

      $window.on('scroll', onScroll); $(document).ready(function () { - - $toc.find('a').parent('li').find('ul').hide(); onScroll(); }); @@ -792,10 +826,19 @@

      +
      + + Part 1: Устройство памяти в Python + +
      + + +
      - Part 1: Коллекции в Python + Part 2: Коллекции в Python
      @@ -804,7 +847,7 @@

      - Part 2: Модули string и random + Part 3: Модули string и random
      @@ -813,7 +856,7 @@

      - Part 3: Decimal, Fraction и комлексные числа в Python + Part 4: Decimal, Fraction и комлексные числа в Python
      @@ -822,7 +865,7 @@

      - Part 4: Черепашья графика + Part 5: Черепашья графика
      @@ -831,7 +874,7 @@

      - Part 5: Функции в Python + Part 6: Функции в Python
      @@ -839,7 +882,7 @@

      - Part 6: This Article + Part 7: This Article
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      - Part 7: Работа с датой и временем. Часть 1 + Part 8: Работа с датой и временем. Часть 1
      @@ -856,7 +899,7 @@

      - Part 8: Работа с датой и временем. Часть 2 + Part 9: Работа с датой и временем. Часть 2
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      - Part 9: Потоковый ввод и вывод + Part 10: Потоковый ввод и вывод
      @@ -874,7 +917,7 @@

      - Part 10: Работа с csv и json файлами в Python + Part 11: Работа с csv и json файлами в Python
      @@ -883,7 +926,7 @@

      - Part 11: Работа с zip и pkl файлами в Python + Part 12: Работа с zip и pkl файлами в Python
      @@ -892,7 +935,7 @@

      - Part 12: Модули os, shutil и shelve + Part 13: Модули os, shutil и shelve
      @@ -1458,10 +1501,19 @@

      Немного про буфер +
      + + Part 1: Устройство памяти в Python + +
      + + +
      - Part 1: Коллекции в Python + Part 2: Коллекции в Python
      @@ -1470,7 +1522,7 @@

      Немного про буфер
      - Part 2: Модули string и random + Part 3: Модули string и random
      @@ -1479,7 +1531,7 @@

      Немного про буфер
      - Part 3: Decimal, Fraction и комлексные числа в Python + Part 4: Decimal, Fraction и комлексные числа в Python
      @@ -1488,7 +1540,7 @@

      Немного про буфер
      - Part 4: Черепашья графика + Part 5: Черепашья графика
      @@ -1497,7 +1549,7 @@

      Немного про буфер
      - Part 5: Функции в Python + Part 6: Функции в Python
      @@ -1505,7 +1557,7 @@

      Немного про буфер
      - Part 6: This Article + Part 7: This Article
      @@ -1513,7 +1565,7 @@

      Немного про буфер
      - Part 7: Работа с датой и временем. Часть 1 + Part 8: Работа с датой и временем. Часть 1
      @@ -1522,7 +1574,7 @@

      Немного про буфер
      - Part 8: Работа с датой и временем. Часть 2 + Part 9: Работа с датой и временем. Часть 2
      @@ -1531,7 +1583,7 @@

      Немного про буфер
      - Part 9: Потоковый ввод и вывод + Part 10: Потоковый ввод и вывод
      @@ -1540,7 +1592,7 @@

      Немного про буфер
      - Part 10: Работа с csv и json файлами в Python + Part 11: Работа с csv и json файлами в Python
      @@ -1549,7 +1601,7 @@

      Немного про буфер
      - Part 11: Работа с zip и pkl файлами в Python + Part 12: Работа с zip и pkl файлами в Python
      @@ -1558,7 +1610,7 @@

      Немного про буфер
      - Part 12: Модули os, shutil и shelve + Part 13: Модули os, shutil и shelve
      @@ -1754,6 +1806,58 @@

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      if (active.length == 1 && active.eq(0).attr('href') == '#' + id) return true; active.each(function (i, e) { - - $(e).removeClass('active').siblings('ul').hide(); + + $(e).removeClass('active'); }); $toc.find('a[href="#' + id + '"]').addClass('active') @@ -858,8 +893,6 @@

      $window.on('scroll', onScroll); $(document).ready(function () { - - $toc.find('a').parent('li').find('ul').hide(); onScroll(); }); @@ -884,10 +917,19 @@

      +
      + + Part 1: Устройство памяти в Python + +
      + + +
      - Part 1: Коллекции в Python + Part 2: Коллекции в Python
      @@ -896,7 +938,7 @@

      - Part 2: Модули string и random + Part 3: Модули string и random
      @@ -905,7 +947,7 @@

      - Part 3: Decimal, Fraction и комлексные числа в Python + Part 4: Decimal, Fraction и комлексные числа в Python
      @@ -914,7 +956,7 @@

      - Part 4: Черепашья графика + Part 5: Черепашья графика
      @@ -923,7 +965,7 @@

      - Part 5: Функции в Python + Part 6: Функции в Python
      @@ -932,7 +974,7 @@

      - Part 6: Работа с txt файлами в Python + Part 7: Работа с txt файлами в Python
      @@ -941,7 +983,7 @@

      - Part 7: Работа с датой и временем. Часть 1 + Part 8: Работа с датой и временем. Часть 1
      @@ -950,7 +992,7 @@

      - Part 8: Работа с датой и временем. Часть 2 + Part 9: Работа с датой и временем. Часть 2
      @@ -959,7 +1001,7 @@

      - Part 9: Потоковый ввод и вывод + Part 10: Потоковый ввод и вывод
      @@ -968,7 +1010,7 @@

      - Part 10: Работа с csv и json файлами в Python + Part 11: Работа с csv и json файлами в Python
      @@ -976,7 +1018,7 @@

      - Part 11: This Article + Part 12: This Article
      @@ -984,7 +1026,7 @@

      - Part 12: Модули os, shutil и shelve + Part 13: Модули os, shutil и shelve
      @@ -1512,10 +1554,19 @@

      Модуль pickle
      +
      + + Part 1: Устройство памяти в Python + +
      + + +
      - Part 1: Коллекции в Python + Part 2: Коллекции в Python
      @@ -1524,7 +1575,7 @@

      Модуль pickle
      - Part 2: Модули string и random + Part 3: Модули string и random
      @@ -1533,7 +1584,7 @@

      Модуль pickle
      - Part 3: Decimal, Fraction и комлексные числа в Python + Part 4: Decimal, Fraction и комлексные числа в Python
      @@ -1542,7 +1593,7 @@

      Модуль pickle
      - Part 4: Черепашья графика + Part 5: Черепашья графика
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      Модуль pickle
      - Part 5: Функции в Python + Part 6: Функции в Python
      @@ -1560,7 +1611,7 @@

      Модуль pickle
      - Part 6: Работа с txt файлами в Python + Part 7: Работа с txt файлами в Python
      @@ -1569,7 +1620,7 @@

      Модуль pickle
      - Part 7: Работа с датой и временем. Часть 1 + Part 8: Работа с датой и временем. Часть 1
      @@ -1578,7 +1629,7 @@

      Модуль pickle
      - Part 8: Работа с датой и временем. Часть 2 + Part 9: Работа с датой и временем. Часть 2
      @@ -1587,7 +1638,7 @@

      Модуль pickle
      - Part 9: Потоковый ввод и вывод + Part 10: Потоковый ввод и вывод
      @@ -1596,7 +1647,7 @@

      Модуль pickle
      - Part 10: Работа с csv и json файлами в Python + Part 11: Работа с csv и json файлами в Python
      @@ -1604,7 +1655,7 @@

      Модуль pickle
      - Part 11: This Article + Part 12: This Article
      @@ -1612,7 +1663,7 @@

      Модуль pickle
      - Part 12: Модули os, shutil и shelve + Part 13: Модули os, shutil и shelve
      @@ -1808,6 +1859,58 @@

      Модуль pickle
      + diff --git a/docs/python/index.html b/docs/python/index.html index d2be245..204c1c3 100644 --- a/docs/python/index.html +++ b/docs/python/index.html @@ -37,6 +37,17 @@ + + + + + + + + + + @@ -220,6 +231,18 @@ + + @@ -260,6 +283,18 @@ + + @@ -742,6 +777,58 @@

      + diff --git a/docs/series/index.html b/docs/series/index.html index f39be93..02199e0 100644 --- a/docs/series/index.html +++ b/docs/series/index.html @@ -39,6 +39,17 @@ + + + + + + + + + + @@ -195,6 +206,18 @@ + + @@ -235,6 +258,18 @@ + + @@ -442,7 +477,7 @@

      · - 12 + 13

      @@ -520,6 +555,58 @@

      + diff --git a/docs/series/index.xml b/docs/series/index.xml index a3e8922..7a7cc55 100644 --- a/docs/series/index.xml +++ b/docs/series/index.xml @@ -7,11 +7,11 @@ Hugo -- gohugo.io ru © 2024 Иван Бережной - Fri, 12 Jul 2024 00:00:00 +0000 + Tue, 16 Jul 2024 00:00:00 +0000 Python http://localhost:1313/HFK_website/series/python/ - Fri, 12 Jul 2024 00:00:00 +0000 + Tue, 16 Jul 2024 00:00:00 +0000 http://localhost:1313/HFK_website/series/python/ diff --git a/docs/series/python/index.html b/docs/series/python/index.html index 28f1e0f..0d537ae 100644 --- a/docs/series/python/index.html +++ b/docs/series/python/index.html @@ -39,6 +39,17 @@ + + + + + + + + + + @@ -195,6 +206,18 @@ + + @@ -235,6 +258,18 @@ + + @@ -447,6 +482,123 @@

      + +
      + +
      + + + +
      + + +
      Устройство памяти в Python
      + + +
      + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      + + + ·1796 слов·9 минут + + + + +
      + + + + + +
      + + + + + + + + + + + + + + Python + + + + + + + + Memory + + + + + + + + + + + +
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      @@ -2031,6 +2183,58 @@

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      diff --git a/docs/series/python/index.xml b/docs/series/python/index.xml index 6927b44..cb5f692 100644 --- a/docs/series/python/index.xml +++ b/docs/series/python/index.xml @@ -7,7 +7,17 @@ Hugo -- gohugo.io ru © 2024 Иван Бережной - Fri, 12 Jul 2024 00:00:00 +0000 + Tue, 16 Jul 2024 00:00:00 +0000 + + Устройство памяти в Python + http://localhost:1313/HFK_website/posts/memory_python/ + Tue, 16 Jul 2024 00:00:00 +0000 + + http://localhost:1313/HFK_website/posts/memory_python/ + Конспект посвящён объяснению понятия компьютерной памяти и тому, как эта память устроена в языке программирования Python Компьютерная память # Как можем видеть из схемы ниже, память в компьюетере разделяется на внутреннюю и внешнюю: + + + Модули os, shutil и shelve http://localhost:1313/HFK_website/posts/os_shutil_shelve/ diff --git a/docs/sitemap.xml b/docs/sitemap.xml index 208a138..193aaac 100644 --- a/docs/sitemap.xml +++ b/docs/sitemap.xml @@ -4,13 +4,19 @@ http://localhost:1313/HFK_website/ - 2024-07-15T00:00:00+00:00 + 2024-07-16T00:00:00+00:00 daily 0.5 http://localhost:1313/HFK_website/posts/ - 2024-07-15T00:00:00+00:00 + 2024-07-16T00:00:00+00:00 + daily + 0.5 + + + http://localhost:1313/HFK_website/posts/memory_python/ + 2024-07-16T00:00:00+00:00 daily 0.5 diff --git a/docs/tags/algorythms/index.html b/docs/tags/algorythms/index.html index fe999dd..82559a4 100644 --- a/docs/tags/algorythms/index.html +++ b/docs/tags/algorythms/index.html @@ -39,6 +39,17 @@ + + + + + + + + + + @@ -195,6 +206,18 @@ + + @@ -235,6 +258,18 @@ + + @@ -648,6 +683,58 @@

      +
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      1 +

      + + +       @@ -618,7 +669,7 @@

      · - 15 + 16

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      + diff --git a/docs/tags/index.xml b/docs/tags/index.xml index 30a575e..29dd90e 100644 --- a/docs/tags/index.xml +++ b/docs/tags/index.xml @@ -7,11 +7,21 @@ Hugo -- gohugo.io ru © 2024 Иван Бережной - Mon, 15 Jul 2024 00:00:00 +0000 + Tue, 16 Jul 2024 00:00:00 +0000 + + Memory + http://localhost:1313/HFK_website/tags/memory/ + Tue, 16 Jul 2024 00:00:00 +0000 + + http://localhost:1313/HFK_website/tags/memory/ + + + + Python http://localhost:1313/HFK_website/tags/python/ - Mon, 15 Jul 2024 00:00:00 +0000 + Tue, 16 Jul 2024 00:00:00 +0000 http://localhost:1313/HFK_website/tags/python/ diff --git a/docs/tags/memory/index.html b/docs/tags/memory/index.html new file mode 100644 index 0000000..b70215e --- /dev/null +++ b/docs/tags/memory/index.html @@ -0,0 +1,734 @@ + + + + + + + + + + Memory · HFK + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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      Memory

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      + 2024 +

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      + © + 2024 + Иван Бережной +

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      + + + diff --git a/docs/tags/memory/index.xml b/docs/tags/memory/index.xml new file mode 100644 index 0000000..b8b083a --- /dev/null +++ b/docs/tags/memory/index.xml @@ -0,0 +1,22 @@ + + + + Memory on HFK + http://localhost:1313/HFK_website/tags/memory/ + Recent content in Memory on HFK + Hugo -- gohugo.io + ru + © 2024 Иван Бережной + Tue, 16 Jul 2024 00:00:00 +0000 + + Устройство памяти в Python + http://localhost:1313/HFK_website/posts/memory_python/ + Tue, 16 Jul 2024 00:00:00 +0000 + + http://localhost:1313/HFK_website/posts/memory_python/ + Конспект посвящён объяснению понятия компьютерной памяти и тому, как эта память устроена в языке программирования Python Компьютерная память # Как можем видеть из схемы ниже, память в компьюетере разделяется на внутреннюю и внешнюю: + + + + + diff --git a/docs/tags/memory/page/1/index.html b/docs/tags/memory/page/1/index.html new file mode 100644 index 0000000..2ca699e --- /dev/null +++ b/docs/tags/memory/page/1/index.html @@ -0,0 +1,10 @@ + + + + http://localhost:1313/HFK_website/tags/memory/ + + + + + + diff --git a/docs/tags/modules/index.html b/docs/tags/modules/index.html index 76457f3..4d046bb 100644 --- a/docs/tags/modules/index.html +++ b/docs/tags/modules/index.html @@ -39,6 +39,17 @@ + + + + + + + + + + @@ -195,6 +206,18 @@ + + @@ -235,6 +258,18 @@ + + @@ -1454,6 +1489,58 @@

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      Устройство памяти в Python
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    Компьютерная память
    + +Как можем видеть из схемы ниже, память в компьюетере разделяется на **внутреннюю** и **внешнюю**: + +{{< mermaid >}} +graph LR; + A{"Компьютерная память"}-->B("Внутренняя память"); + A-->C("Внешние накопители"); + B-->D["Постоянная"] + B-->E["Оперативная"] + B-->F["Кэш-память"] + C-->G["Жёсткие диски"] + C-->H["Твердотельные накопители"] + C-->I["Оптические диски"] + C-->J["Флеш накопители"] +{{< /mermaid >}} + +Посмотрим подробнее на каждый тип памяти. + +--- +### Внутренняя память +Характерными особенностями внутренней памяти по сравнению с внешней являются высокое быстродействие и ограниченный объем. Физически внутренняя память компьютера представляет собой интегральные микросхемы, которые размещаются в специальных гнездах на материнской плате. Чем больше размер внутренней памяти, тем более сложную задачу и с большей скоростью может решить компьютер. + +Внутренняя память подразделяется на: +* постоянную память +* оперативную память +* кэш-память + +**Постоянная память** (ROM — read-only memory) — энергозависимая память, использующаяся для долговременного хранения неизменяемого массива данных. Содержание ПЗУ специальным образом закладываестя при его изготовлении для постоянного хранения. Из название как раз можно понять, что данная память предназначена только для чтения. + +**Оперативная память** (RAM — Random Access Memory) — в большинстве случаев энергозависимая память, хранящая выполняемый машинный код программ, входные, выходные и промежуточные данные, обрабатываемые процессором в текущем сеансе работы ПК. После выключения питания компьютера, полностью очищается. + +Микросхемы оперативной памяти монтируются на печатной плате. Каждая такая плата снабжена контактами, расположенными вдоль нижнего края. Для подключения к другим устройствам компьютера такая плата вставляется своими контактами в специальный разъем (слот) на материнской плате. Материнская плата имеет несколько разъемов для модулей оперативной памяти, суммарный объем которых может принимать ряд фиксированных значений, например 2, 4, 8, 16, 32 Гб и более. + +Оперативная память бывает нескольких типов: SDRAM, DDR, DDR2, DDR3, DDR4, DDR5. Каждый последующий тип памяти представляет собой улучшение предыдущего и позволяет новой памяти работать с большей скоростью. В данный момент в современных компьютерах используется оперативная память типа DDR4 и DDR5. + +**Кэш-память** (cache) — промежуточный буфер с быстрым доступом к нему, содержащий информацию, которая может быть запрошена с наибольшей вероятностью. Эта память испольлзуется при обмене данными между процессором и оперативной памятью. Алгоритм ее работы позволяет сократить частоту обращений процессора к оперативной памяти и, следовательно, повысить производительность компьютера. + +{{< mermaid >}} +graph LR; + A[Процессор] <==> B[Кэш-контроллер] <--> C[оперативная память]; + A <==> B; + B <--> D[Кэш-память]; + B <--> D; +{{< /mermaid >}} + +Современные процессоры оснащены кэшем, который состоит зачастую из трех уровней: L1 (первый уровень), L2 (второй уровень), L3 (третий уровень). + +* **L1** — наиболее быстрый уровень кэш-памяти, который работает напрямую с ядром процессора, в следствии чего обладает наименьшим временем доступа и работает на частотах, близких процессору. Размер данного кэша обычно не велик, а количество микросхем зачастую привязано к количеству ядер процессора, при этом у каждого ядра кэш свой собственный. Размер блока может варьироваться от 64-256 КБ у десктопов и ноутбуков до 1-2 МБ для серверных решений. + + Сам L1 тоже имеет свое разделение. Он делится на кэш команд и кэш данных: + + - Первый содержит информацию об операции, которой занимается ЦП, проще говоря, отвечает на вопрос: «Что надо сделать»; + + - Второй хранит в себе данные, над которыми должны производиться вычисления. + +* **L2** — второй уровень более масштабный, нежели первый, но в результате, обладает меньшими скоростными характеристиками. Также привязан к ядру и не взаимодействует с остальными. + +* **L3** — третий уровень. Он более медленный, нежели два предыдущих, но всё же гораздо быстрее, чем оперативная память. Этот блок уже доступен для всех ядер процессора. На третьем уровне временно хранятся данные, которые хоть и важны для продуктивной работы, но регистры обращаются за этой информацией относительно нечасто. + +{{< mermaid >}} +--- +config: + themeVariables: + primaryColor: "#00FFFF" + fontFamily: verdana + fontSize: 20px +--- +graph LR; + subgraph ; + A[[ALU]] <--> B[Registers]; + B <--> D(L1 Ins + cache); + B <---> E(L1 D + cache); + D <--> F([L2 cache]); + E <--> F; + F <--> C(L3 cache); + end; + C <--> G((ROM)); +{{< /mermaid >}} + +--- +### Внешняя память +Назначение внешней памяти компьютера заключается в долговременном хранении информации любого вида. Выключение питания компьютера не приводит к очистке внешней памяти и её объём в тысячи раз больше объёма внутренней памяти. Минус такой памяти в том, что обращение к ней требует гораздо большего времени. + +К устройствам внешней памяти относятся: +* Жёсткие магнитные диски (HDD — Hard Disk Drive) +* Твердотельные накопители (SSD — Solid State Drive) +* Оптические диски (CD-ROM, DVD-ROM, Blue-Ray и т.д.) +* Флеш-накопители +* Гибкие магнитные диски + +Наиболее распространенный вариант постоянной памяти — жесткие диски HDD. Они представляют собой один или несколько магнитных дисков, вращающихся с огромной скоростью (от 5 до 12 тысяч оборотов в минуту), и головок, предназначенных для считывания и записи информации. HDD являются надежными носителями информации, позволяют записывать и считывать информацию огромное количество раз. Неудобство в том, что они очень медленные и восприимчивы к ударам, падениям и прочим механическим воздействиям, особенно в момент работы. + +Почти у каждого уверенного пользователя ПК в наши дни скорее найдётся SSD, чем HDD. Их популярность неудивительна, ведь они имеют гораздо более высокую скорость записи и чтения и невосприимчивы к механическим воздействиям. Их можно было бы назвать идеальными накопителями, если бы не ощутимо конечное количество циклов чтения-записи. + +##
    Управление памятью в Python
    +Управление памятью — это процесс выделения, распределения и координации памяти таким образом, чтобы все программы работали правильно и могли оптимально получать доступ к различным системным ресурсам. Управление памятью также включает в себя и очистку памяти от объектов, которые больше не нужны. + +Существует два типа управления памятью: ручное и автоматическое. + +Ручное управление включает в себя, как правило, три этапа: +1. Запрос памяти у операционной системы +2. Работа с ней +3. Возвращение памяти обратно в операционную систему + +Ручной подход управления (как в C, C++, Pascal и т.д.) позволяет работать с памятью максимально эффективно. Программист точно знает, сколько памяти ему выделено, зачем он её использует, и т.д. Однако помимо преимуществ такой подход имеет и ряд недостатков. Ключевой из них — сложность. Управлять памятью вручную — сложно и тяжело, поскольку легко забыть вернуть память обратно операционной системе, в результате чего возникает утечка: программа держит неиспользуемую память просто так, не давая применять ее для решения других задач. + +Автоматическое управление памятью (как в Python, Java, JS, C#, Ruby и т.д.) берет на себя самый сложный этап — возвращение памяти обратно операционной системе, когда она уже не требуется. Восстановленная память может использоваться другими объектами. В определённых случаях это менее эффективно, но позволяет сильно сократить трудозатраты и повысить надежность процесса. + +Python — это язык с автоматическим управлением памятью. Причем для управления ею он использует несколько механизмов. При запуске Python программы создается новый процесс, в рамках которого операционная система выделяет пул ресурсов, включая виртуальное адресное пространство. В эту память загружается интерпретатор Python вместе со всеми необходимыми ему для работы данными, включая код написанной программы. + +Оставшаяся свободная виртуальная память может использоваться для хранения информации об объектах Python. Для управления этой памятью в CPython используется специальный механизм, который называется аллокатор. Он используется каждый раз, когда вам нужно создать новый объект. + +Обычно мы в своих программах не оперируем большими объектами. Большая часть наших данных — это числа, строки и т.д., они занимают не такой уж большой объем в расчёте на одно значение. Но зато мы создаем их достаточно часто. И это приводило бы к проблемам, если бы Python абсолютно все такие вызовы транслировал в операционную систему. Системный вызов на выделение памяти — штука трудозатратная, зачастую связанная с переходом в контекст ядра операционной системы. Поэтому одна из главных задач аллокатора Python — оптимизация количества системных вызовов. + +{{< alert "circle-info" >}} +Для больших объектов (больше 512 байт) Python выделяет память напрямую у ОС. Обычно таких объектов не очень много в рамках программы, и создаются они нечасто. Поэтому накладные расходы на создание таких объектов напрямую в RAM не так высоки. +{{< /alert >}} + +Аллокатор для малых объектов (не больше 512 байт) использует три уровня абстракции: +* Блок — кусок памяти, используемый для хранения одного объекта. +* Пул — страница памяти, содержащий блоки (обычно 4 килобайта). +* Арена — большой непрерывный кусок памяти, содержащий пулы (обычно 256 килобайт). + +![](arena_pool_block.png) + +####
    Блок
    +Блок — это кусок памяти, который может содержать только один Python объект фиксированного размера. Размер блока может варьироваться от 8 до 512 байт и должен быть кратен восьми. Все блоки в конкретном пуле имеют одинаковый размер и находятся в одном классе размера, который и определяет размер блока. + +|Запрос памяти в байтах|Размер блока в байтах|Индекс класса размера| +|:--:|:--:|:--:| +|1-8|8|0| +|9-16|16|1| +|17-24|24|2| +|25-32|32|3| +|33-40|40|4| +|41-48|48|5| +|...|...|...| +|505-512|512|63| + +Таким образом, если необходимы: +* 6 байт, то данные будут помещены в блок размером 8 байт; +* 42 байта, то данные будут помещены в блок размером 48 байт; +* и т.д. + +####
    Пул
    +Пулы состоят из блоков одного размера. Каждый пул работает по принципу двухсвязного списка с другими пулами того же размера, поэтому алгоритм может с легкостью найти необходимое место для требуемого размера блока даже среди множества пулов. Размер пула равен 4 килобайта. + +{{< alert "circle-info" >}} +Ограничение пула фиксированным размером блоков помогает с фрагментацией. Если объект уничтожается, аллокатор может заполнить это пространство новым объектом того же размера. +{{< /alert >}} + +Для эффективного управления пулами Python использует дополнительный список, который называется `usedpools`. Он хранит указатели на пулы, сгруппированные по классам. Как уже известно, все пулы с одинаковым размером блока связаны между собой с помощью двухсвязного списка. Чтобы перебрать их, нужно просто знать начало списка. Если пулов такого размера нет, то при первом запросе памяти будет создан новый. + +Пулы находятся в трех состояниях: +* Используемый (used) — частично заполненный, какие-то блоки заняты, какие-то свободны; +* Полный (full) — полностью заполненный, все блоки заняты; +* Пустой (empty) — все блоки свободны и доступны для записи (хранятся в списке пустых пулов `freepools`). + +Используемый пул содержит блоки, в которые можно записать какую-то информацию. Блоки полного пула все распределены и уже содержат данные. Пустые пулы не содержат данных и могут быть разбиты на какие угодны классы размера при необходимости. + +Допустим, нашему коду необходимо 8 байт. Если в списке используемых пулов нет пулов с классом размера в 8 байт, то новый пустой пул инициализируется, как хранящий блоки по 8 байт. Затем пустой пул добавляется в список используемых пулов и может быть использован при следующих запросах. + +Заполненный пул освобождает некоторые блоки, когда эта информация в них уже не нужна. Этот пул добавится в список используемых в соответствии со своим классом размера. + +{{< alert "circle-info" >}} +Пулы и блоки не выделяют память напрямую, вместо этого они используют уже выделенное пространство в аренах. +{{< /alert >}} + +####
    Арены
    +Арена – это кусок памяти размером в 256 килобайт, который обеспечивает память для 64 пулов. + +Арены, в отличие от пулов, не имеют явных разделений на состояния. Они сами по себе организованы в двухсвязный список `usable_arenas`, который отсортирован по количеству свободных пулов. Чем меньше свободных пулов, тем ближе арена к началу списка. + +![](arena.png) + +Поэтому наиболее полная арена будет выбрана для записи еще большего количества данных. Такое расположение арен позволяет снизить объем потребляемой программой памяти. Дело в том, что в некоторых случаях, когда память освобождается, она все еще остается недоступной операционной системе. Процесс Python держит ее распределенной и использует ее позже для новых данных. Полное освобождение памяти возвращает память в пользование операционной системе. + +Арены — единственные области, которые могут быть полностью освобождены. Таким образом мы понимаем, что те арены, которые находятся в списке ближе к пустому состоянию, должны быть освобождены. В таком случае, область памяти может быть действительно полностью освобождена, и соответственно общий объем памяти Python программы будет уменьшен. + +--- + +**Основной источник:** https://stepik.org/lesson/624148/step/10?unit=619836 + +Дополнительные источники: +* https://habr.com/ru/companies/domclick/articles/530804/ +* https://market.marvel.ru/blog/komplektuyushchie-i-optsii/kesh-pamyat-protsessora/ +* https://github.com/python/cpython/blob/7d6ddb96b34b94c1cbdf95baa94492c48426404e/Objects/obmalloc.c \ No newline at end of file diff --git a/content/posts/os_shutil_shelve/index.md b/content/posts/os_shutil_shelve/index.md index b3e26fa..cc9952d 100644 --- a/content/posts/os_shutil_shelve/index.md +++ b/content/posts/os_shutil_shelve/index.md @@ -5,7 +5,7 @@ draft: false description: "" tags: ["python", "modules", "os", "shutil", "shelve"] series: ["Python"] -series_order: 12 +series_order: 13 --- {{< lead >}} diff --git a/content/posts/random_string/index.md b/content/posts/random_string/index.md index 5632378..843e75a 100644 --- a/content/posts/random_string/index.md +++ b/content/posts/random_string/index.md @@ -5,7 +5,7 @@ draft: false description: "" tags: ["python", "string", "random", "modules"] series: ["Python"] -series_order: 2 +series_order: 3 --- ## **Модуль random** diff --git a/content/posts/stdin_stdout/index.md b/content/posts/stdin_stdout/index.md index 46515d5..ea61734 100644 --- a/content/posts/stdin_stdout/index.md +++ b/content/posts/stdin_stdout/index.md @@ -5,7 +5,7 @@ draft: false description: "" tags: ["python"] series: ["Python"] -series_order: 9 +series_order: 10 --- {{< lead >}} diff --git a/content/posts/turtle/index.md b/content/posts/turtle/index.md index 5932378..0f2d324 100644 --- a/content/posts/turtle/index.md +++ b/content/posts/turtle/index.md @@ -5,7 +5,7 @@ draft: false description: "" tags: ["python", "modules", "turtle"] series: ["Python"] -series_order: 4 +series_order: 5 --- {{< lead >}} diff --git a/content/posts/work_with_files/index.md b/content/posts/work_with_files/index.md index 1a411e4..0823d85 100644 --- a/content/posts/work_with_files/index.md +++ b/content/posts/work_with_files/index.md @@ -5,7 +5,7 @@ draft: false description: "" tags: ["python", "files"] series: ["Python"] -series_order: 6 +series_order: 7 --- {{< lead >}} diff --git a/content/posts/zip_pkl/index.md b/content/posts/zip_pkl/index.md index 82e1147..1be2011 100644 --- a/content/posts/zip_pkl/index.md +++ b/content/posts/zip_pkl/index.md @@ -5,7 +5,7 @@ draft: false description: "" tags: ["python", "files", "modules"] series: ["Python"] -series_order: 11 +series_order: 12 --- {{< lead >}} diff --git a/docs/404.html b/docs/404.html index 1f42f3a..36cf29e 100644 --- a/docs/404.html +++ b/docs/404.html @@ -37,6 +37,17 @@ + + + + + + + + + + @@ -193,6 +204,18 @@ + + @@ -233,6 +256,18 @@ + + @@ -452,6 +487,58 @@

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    diff --git a/docs/index.json b/docs/index.json index 3320c48..dfe8c1c 100644 --- a/docs/index.json +++ b/docs/index.json @@ -1,2 +1,2 @@ -[{"content":"print(\u0026#34;Hello, World!\u0026#34;) ","date":"15 июля 2024","externalUrl":null,"permalink":"/HFK_website/","section":"🎉","summary":"print(\u0026#34;Hello, World!","title":"🎉","type":"page"},{"content":"","date":"15 июля 2024","externalUrl":null,"permalink":"/HFK_website/tags/python/","section":"Tags","summary":"","title":"Python","type":"tags"},{"content":"","date":"15 июля 2024","externalUrl":null,"permalink":"/HFK_website/tags/","section":"Tags","summary":"","title":"Tags","type":"tags"},{"content":"\rДелюсь своими скромными познаниями\rЗдесь находятся мои конспекты о языке Python, программировании в целом и о других интересующих меня вещах. Материалы расположены в порядке убывания по дате, поэтому ранние конспекты находятся внизу.\nСтруктуризация и мыслеизложение могут показаться неправильными, так как конспекты были написаны в первую очередь для личного пользования.\n","date":"15 июля 2024","externalUrl":null,"permalink":"/HFK_website/posts/","section":"Конспекты","summary":"Делюсь своими скромными познаниями\rЗдесь находятся мои конспекты о языке Python, программировании в целом и о других интересующих меня вещах.","title":"Конспекты","type":"posts"},{"content":"\rВ этом конспекте в первую очередь представлены ответы на вопросы по книге, а также новые для меня вещи, которые я вынес после прочтения каждой главы. Какие-то главы опускаются (например, первая), если из них не извлечено ничего до момента прочтения мне неизвестного.\nКонспект будет пополняться по ходу прочтения книги\nОбщие вопросы, которые возникали по ходу прочтения, и на которые я находил ответы на просторах интернета:\nJIT-компилятор (just in time) — компилятор, выполняющий команды по ходу исполнения самой программы, в отличии от AOT-компилятора (ahead-of-time), который компилирует программу перед её непосредственным исполнением.\nPython REPL (read-evaluate-print loop) — интерактивный режим, в котором интерпретатор считывает команды построчно и сразу же выполняет их (выводя результат на экран, если нужно)\nРазличия IDLE и IDE: IDE (integrated development environment — интегрированная среда разработки) — программа, в которой разработчики пишут, тестируют и запускают код. Например VS Code. IDLE (Integrated Development and Learning Environment) — стандартная среда разработки Python. Обычно поставляется вместе с самим ЯП. Низкая функциональность, по сравнению с тем же VS Code.\nФайл с расширением .pyw — тот же самый .py, но при выполнении *.pyw терминал/консоль не открывается. При этом, файлы с расширением .pyw выполняются программой pythonw.exe, в то время как файлы с расширением .py выполняются python.exe.\nЕсть очередной способ форматирования строки, где вместо %s подставляется строковый объект из скобок. По функционалу один в один format(), полагаю.\nЧасть 1. Начало работы #\rГлава 2. Как Python выполняет программы #\rИнтерпретатор Python — программа, выполняющая написанные программы на Python\nИсходный код — последовательность операторов, записанная в текстовом файле с расширением .py\nБайт-код — форма кода, полученная путём компиляции исходного кода для последующей интерпретации. Не пересоздаётся, если программа была запущена повторно без изменения исходного кода и если версии Python при создании и запуске совпадают. Хранится в файле расширений .pyc.\nPVM — Python virtual machine (виртуальная машина Python). Нужна для интерпретации (исполнения) скомпилированного байт-кода.\nCPython, Jython, IronPython, PyPy, Stackless и т.д.\nCPython — стандартная реализация. Jython — реализация Python для интеграции с Java, а IronPython для интеграции с .NET.\nStackless — реализация Python, направленная на обеспечение параллелизма, PyPy — реализация Python, направленная на обеспечение высокой скорости выполнения. PyPy также является преемником Psyco, включает в себя концепции JIT-компилятора и поддержку Stackless.\nГлава 3. Как пользователь выполняет программы #\rЧто нового #\rУзнал больше про IDLE, научился им пользоваться; Узнал как использовать интерактивный интерпретатор. Ответы на вопросы #\rСеанс интерактивного интерпретатора можно запустить следующими способами:\nВ командной строке (Windows), терминале (Unix) путём введения команды python (или py) Найти значок запуска \u0026ldquo;Python \u0026lt;v\u0026gt;\u0026rdquo; в меню пуск Запуск среды IDLE В командной строке (Windows) или терминале (Unix).\nМодули можно запускать следующими способами:\nС помощью командной строки: python \u0026lt;filename.py\u0026gt; Щёлкнуть на значок файла Импортирования и перезагрузки: from importlib import reload import Studying reload(Studying) # Вывод:\rHello World!\rHello World! Использовать встроенную функцию exec(): exec(open(\u0026quot;Studying.py\u0026quot;).read()) С помощью IDE При открытии файла .py щелчком, после завершения программы окно моментально закрывается, из-за чего становится проблематичным рассмотреть вывод и сообщения об ошибках.\nПо умолчанию Python импортирует модуль единожды за сеанс (так как операция импорта довольно затратна), поэтому если исходный код был изменён и требуется выполнить новую версию, не перезапуская Python, на помощь приходит перезагрузка модуля командой reload().\nЧтобы запустить модуль в IDLE, нужно, для начала, находиться непосредственно в текстовом редакторе IDLE с открытым файлом модуля, там нажать Run Module.\nIDLE виснет и не сильно надёжный.\nПространство имён — пакет переменных (имён). Каждый файл модуля автоматически является пространством имён, то есть пакетом переменных, которые отражают присваивания, сделанные на верхнем уровне файла.\nЧасть 2. Типы и операции #\rГлава 4. Введение в типы объектов Python #\rЧто нового #\rUnicode — это стандарт, который определяет уникальные числовые коды (code points) для каждого символа в различных письменных системах мира; UTF-8 (Unicode Transformation Format) — кодировка, представляющая эти числовые коды в последовательности байтов.\nСуществует стиль форматирования строк, в котором используются %. Пользоваться им нет смысла, так как существуют более свежие и быстрые альтернативы (f-string), но полезно для общего развития. Пример:\nname = \u0026#34;Ivan\u0026#34; print(\u0026#39;%s, my friend %s\u0026#39; % (\u0026#39;Hello\u0026#39;, name)) # Вывод: Hello, my friend Ivan Забывшееся: в один принт можно читабельно (без прописывания литералов) уместить многострочный текст, обрамляя его тремя парами кавычек: print(\u0026#34;\u0026#34;\u0026#34;Hello and welcome to the Los Pollos Hermanos family. My name is Gustavo, but you can call me Gus.\u0026#34;\u0026#34;\u0026#34;) Существует тип данных bytes — байтовый объект (строка байтов). Как и str, является неизменяемым. Также есть изменяемый эквивалент — массив байтов bytearray. Ответы на вопросы #\rОсновными типами данных в Python являются None, булевские значения, числа (целые, с плавающей точкой и комплексные), строки (текстовые и байтовые), списки, кортежи, множества, словари и файлы.\n\u0026ldquo;Основными\u0026rdquo; они называются, так как для их использования не нужно импортировать модули, да и просто их используют чаще всего.\nВ Python есть три основных неизменяемых (то есть без возможности модификации после создания) типа данных: числа, строки, кортежи.\n\u0026ldquo;Последовательность\u0026rdquo; — позиционно упорядоченная коллекция объектов. Ими являются строки, списки и кортежи.\n\u0026ldquo;Отображение\u0026rdquo; — объект, состоящий из пар \u0026ldquo;ключ-значение\u0026rdquo;. В Python им является словарь.\nПолиморфизм в Python представляет из себя разное поведение одного и того же метода/оператора в разных классах.\n","date":"15 июля 2024","externalUrl":null,"permalink":"/HFK_website/posts/mark_lutz/","section":"Конспекты","summary":"В этом конспекте в первую очередь представлены ответы на вопросы по книге, а также новые для меня вещи, которые я вынес после прочтения каждой главы.","title":"Марк Лутц \"Изучаем Python\"","type":"posts"},{"content":"\rКонспект посвящён скрытым особенностям и неочевидным деталям логических операторов в Python\rTruthy и falsy объекты #\rFalsy — объекты, которые могут быть оценены как значение False. К ним относятся следующие объекты:\nЗначение False Значение None Числовые нули: 0, 0.0, 0j, Decimal(0), Fraction(0, 1) Пустые последовательности и коллекции: b'', bytearray(b''), '', [], (), {}, set(), range(0) Truthy — объекты, которые могут быть оценены как значение True. К ним относятся все объекты, не относящиеся к falsy.\nЧтобы представить такие объекты в булевом виде, можно использовать функцию bool().\nОператоры and и or #\rОператоры and и or не приводят свои результаты принудительно к значениям True или False, а возвращают один из своих операндов. Такой подход позволяет использовать эти операторы в более общих операциях, а не только в булевых.\nДля начала посмотрим на оператор or:\nprint(None or 0) print(0 or 5) print(\u0026#39;beegeek\u0026#39; or None) print([1, 2, 3] or [6, 9]) print(1 or \u0026#39;beegeek\u0026#39; or None) print(0.0 or \u0026#39;habr\u0026#39; or {\u0026#39;one\u0026#39;: 1}) print(0 or \u0026#39;\u0026#39; or [6, 9]) print(0 or \u0026#39;\u0026#39; or []) print(0 or \u0026#39;\u0026#39; or [] or {}) # Вывод:\r0\r5\rbeegeek\r[1, 2, 3]\r1\rhabr\r[6, 9]\r[]\r{} Как можно видеть, оператор or оценивает каждый свой операнд как truthy или falsy объект, однако возвращает не значение True или False, а сам объект по определенному правилу — первый truthy объект либо последний объект, если truthy объекты в логическом выражении не найдены.\nПодобным образом с помощью or можно определять значение по умолчанию, к примеру:\ngreet = input(\u0026#34;Ваше имя \u0026gt;\u0026gt; \u0026#34;) or \u0026#34;noname\u0026#34; print(f\u0026#34;Привет, {greet}!\u0026#34;) Если пользователь ничего не передаст в функцию input(), в переменную greet попадёт строка \u0026quot;noname\u0026quot;.\nПерейдём к оператору and:\nprint(None and 10) print(5 and 0.0) print(\u0026#39;beegeek\u0026#39; and {}) print([1, 2, 3] and [6, 9]) print(1 and \u0026#39;beegeek\u0026#39; and None) print(\u0026#39;habr\u0026#39; and 0 and {\u0026#39;one\u0026#39;: 1}) print(10 and [6, 9] and []) # Вывод:\rNone\r0.0\r{}\r[6, 9]\rNone\r0\r[] Оператор and возвращает первый falsy объект либо последний объект, если falsy объекты в логическом выражении не найдены.\nShort-circuit evaluation #\rОператоры and и or укорачивают вычисление своих операндов (т.е. используют замыкания): правый операнд вычисляется лишь в том случае, если его значение необходимо для получения истинного значения в операциях and или or. Другими словами, замыкания в логических операциях используются для запуска второй части или последующих частей логического выражения только в том случае, если это актуально!\nЕсли левый операнд оператора or является truthy объектом, то общим результатом логического выражения является True, независимо от значения правого операнда. Если левый операнд оператора and является falsy объектом, то общим результатом логического выражения является False, независимо от значения правого операнда. Данный механизм называется вычислением по короткой схеме (short-circuit evaluation) и используется интерпретатором для оптимизации вычислений. Рассмотрим пример:\ndef f(): print(\u0026#39;bee\u0026#39;) return 3 if True or f(): print(\u0026#39;geek\u0026#39;) # Вывод: geek Левым операндом оператора or является truthy объект, значит, для вычисления общего результата логического выражения нет необходимости вычислять правый операнд, то есть вызывать функцию f(). Поскольку вызова функции не происходит, в выводе отсутствует строка bee.\nИ наоборот, если заменить or на and, в выводе будут обе строки.\nПриоритет логических операторов #\rПриоритет указан от наивысшего к наименьшему:\nnot and or По отношению к другим операторам Python (за исключением оператора присваивания =) логические операторы имеют самый низкий приоритет.\na = 5 b = 7 print(not a == b) # True В этом коде сначала сравниваются значения переменных, затем применяется оператор not.\nСтоит упомянуть, что подобная запись будет вызывать исключение SyntaxError:\na = 5 b = 7 print(a == not b) Рассмотрим ещё один пример:\nprint(not 1 == 2 or 3 == 3 and 5 == 6) # Вывод: True Согласно приоритету операторов в первую очередь вычисляются выражения 1 == 2, 3 == 3 и 5 == 6, в результате чего исходное выражение принимает вид not False or True and False. Далее выполняется оператор not, возвращая значение True, после него — оператор and, возвращая значение False. Выражение принимает вид True or False. Последним выполняется оператор or, возвращая общий результат выражения — значение True !(считаю это неточным утверждением, ведь оператор or может сразу завершать работу после вычисления not 1 == 2, что подтвердилось в ходе проверки)!.\nЦепочки сравнений #\rКак известно, сравнивать объекты в Python можно в укороченной форме, например вместо a \u0026lt; b and b \u0026lt; c писать a \u0026lt; b \u0026lt; c\nПоскольку оператор and реализует вычисление по короткой схеме, все сравнения, которые располагаются правее сравнения, вернувшего ложный результат, не выполняются, и их операнды не вычисляются:\ndef f(): print(\u0026#39;bee\u0026#39;) return 3 if 5 \u0026lt; 1 \u0026lt; f(): print(\u0026#39;geek\u0026#39;) else: print(\u0026#39;beegeek\u0026#39;) # Вывод: beegeek Пояснение: выражение 5 \u0026lt; 1 \u0026lt; f() эквивалентно выражению 5 \u0026lt; 1 and 1 \u0026lt; f(). Сравнение 5 \u0026lt; 1 возвращает False. В результате сравнение 1 \u0026lt; f() не выполняется, и функция f() не вызывается.\nТем не менее между сокращенным и расширенным вариантами записи цепочек сравнений существует важное отличие. В сокращенном выражении значение, стоящее по середине (между операторами сравнения), будет вычислено один раз (если его вообще нужно вычислять), а в развёрнутом выражении — два раза:\ndef f(): print(\u0026#39;bee\u0026#39;) return 3 if 1 \u0026lt; f() \u0026lt; 5: print(\u0026#39;geek\u0026#39;) print() if 1 \u0026lt; f() and f() \u0026lt; 5: print(\u0026#39;geek\u0026#39;) # Вывод:\rbee\rgeek\rbee\rbee\rgeek Помимо операторов сравнения, в цепочку операторов могут объединяться и другие операторы Python.\nlst = [1, 2, 3] num = 2 print(num in lst == True) # Вывод: False Данное выражение на самом деле эквивалентно выражению num in lst and lst == True, которое, в свою очередь, эквивалентно выражению True and False. Следовательно, результатом данной цепочки операторов является значение False.\nРассмотрим ещё один пример:\na = 5 b = 5 c = 10 print(a \u0026lt; c is True) print(a == b in [True]) # Вывод:\rFalse\rFalse ","date":"14 июля 2024","externalUrl":null,"permalink":"/HFK_website/posts/deep_bool_oper_python/","section":"Конспекты","summary":"Конспект посвящён скрытым особенностям и неочевидным деталям логических операторов в Python\rTruthy и falsy объекты #\rFalsy — объекты, которые могут быть оценены как значение False.","title":"Углубление в логические операторы в Python","type":"posts"},{"content":"","date":"12 июля 2024","externalUrl":null,"permalink":"/HFK_website/tags/modules/","section":"Tags","summary":"","title":"Modules","type":"tags"},{"content":"","date":"12 июля 2024","externalUrl":null,"permalink":"/HFK_website/tags/os/","section":"Tags","summary":"","title":"Os","type":"tags"},{"content":"","date":"12 июля 2024","externalUrl":null,"permalink":"/HFK_website/series/python/","section":"Series","summary":"","title":"Python","type":"series"},{"content":"","date":"12 июля 2024","externalUrl":null,"permalink":"/HFK_website/series/","section":"Series","summary":"","title":"Series","type":"series"},{"content":"","date":"12 июля 2024","externalUrl":null,"permalink":"/HFK_website/tags/shelve/","section":"Tags","summary":"","title":"Shelve","type":"tags"},{"content":"","date":"12 июля 2024","externalUrl":null,"permalink":"/HFK_website/tags/shutil/","section":"Tags","summary":"","title":"Shutil","type":"tags"},{"content":"\rКонспект посвящён модулям os и shutil, которые могут быть полезны для работы с операционной системой, управлением каталогами и файлами, а также модулю shelve, позволяющему сериализовывать объекты Python\rМодуль os #\rДля использования: import os\nМодуль os позволяет взаимодействовать с операционной системой. Например, мы можем перемещаться по папкам, получить информацию о файле, посмотреть и изменить переменные среды (окружения), переместить файлы и так далее. Посмотрим на некоторые функции и объекты, которые мы можем использовать.\nos.getcwd() возвращает рабочий каталог (тот, в котором пользователь сейчас находится).\nos.chdir(path) перемещает пользователя в директорию, которая была передана в функцию.\nos.listdir(path) возвращает случайно упорядоченный список файлов и каталогов, которые находятся в текущем каталоге (если ничего не было передано), либо список объектов в директории по переданному пути.\nos.scandir(path) возвращает итератор объектов os.DirEntry, представленные в виде записей каталога path.\nos.DirEntry — класс, объекты которого являются файлами или каталогами. Рассмотрим некоторые атрибуты и методы.\nobj.name — имя файла/каталога; obj.path — путь к файлу/каталогу, который будет начинаться с папки, переданной в пути os.scandir() первой; obj.is_dir() возвращает True, если obj является папкой, иначе — False; obj.is_file() возвращает True, если obj является файлом, иначе — False; obj.stat() возвращает объект os.stat_result (см. ниже) для obj, как если бы была вызвана os.stat(path) (см. ниже), где obj является конечным в path. os.mkdir(path) создаёт одну(!) папку, путь которой был передан в функцию.\nПри попытке создать папку, которая уже присутствует в текущем каталоге, возвращает ошибку (исключение) FileExistsError, а если путь не найден, ошибку (исключение) FileNotFoundError. В дальнейшем упоминания об этих ошибках будут зачастую опускаться, где это совсем очевидно\ros.makedirs(path, exist_ok=False) рекурсивно создаёт папки, путь которых был передан в качестве аргумента, то есть в отличии от mkdir(), функция makedirs() создаёт все папки промежуточного уровня, которые должны содержать конечный каталог. Параметр exist_ok имеет значение False по умолчанию, при котором в случае наличия одноимённой папки в рабочей директории функция вернёт ошибку FileExistsError, но если задать exist_ok=True, функция проигнорирует создание папки и не вернёт ошибку.\nos.rm_dir(path) удаляет папку по переданному пути, если она пуста. В ином случае вернёт ошибку, зависящую от ОС , внутри которой ведётся работа (OSError).\nos.removedirs(path) рекурсивно удаляет каталоги, начиная с последнего указанного в пути. Если какая-то из папок в пути окажется непустой, вызывает ошибку OSError, которая игнорируется.\nos.remove(path) удаляет файл в пути path. Если передана папка, или файл не существует, возвращает соответствующие ошибки.\nos.rename(src, dst) переименовывает файл или пустую папку с src на dst (могут быть представлены как пути), причём если указать файлу другой путь, он будет перемещён в него.\nos.replace(src, dst) по функционалу аналогичен os.rename(), но для поддержки кросс-платформенности рекомендуется использовать именно os.replace().\nos.chown(path, uid, gid) меняет идентификатор владельца объекта по пути path на числовые uid, gid. Чтобы изменить владельца по имени пользователя/группы, обратитесь к функции shutil.chown() модуля shutil\nos.stat(path) возвращает объект stat_result, который содержит разного рода информацию о файле или папке. Рассмотрим атрибуты этого объекта:\nst_mode: Режим файла: тип файла и биты режима файла (разрешения). st_ino: Зависит от платформы, но если значение не равно нулю, однозначно идентифицирует файл по заданному значению st_dev. inode номер для Unix; индекс файла для Windows. st_dev: Идентификатор устройства, в котором находится файл. st_nlink: Количество жёстких ссылок. st_uid: Идентификатор пользователя владельца файла. st_gid: Идентификатор группы пользователей владельцев файла. st_size: Размер файла в байтах, если это обычный файл или символьная ссылка. Размер символьной ссылки - это длина пути, который она содержит, без завершающего нулевого байта. st_atime: Время последнего доступа в секундах. st_mtime: Время последней модификации содержимого в секундах. st_ctime: Время последнего изменения метаданных в секундах. st_birthtime: Время создания файла. Атрибут доступен не всегда и может вызвать ошибку (исключение) AttributeError. и другие. os.walk(top, topdown=True, onerror=False) генерирует дерево каталогов, начиная с top (либо с конца до top, если topdown=False). Для каждого каталога в дереве возвращает кортеж (dirpath, dirnames, filenames), где dirpath — путь к каталогу, dirnames — список имён подкаталогов в dirpath и filenames — список имён файлов в dirpath.\nimport os for dirpath, dirnames, filenames in os.walk(\u0026#34;Test_walk\u0026#34;): print(\u0026#34;Current path:\u0026#34;, dirpath) print(\u0026#34;Directories:\u0026#34;, dirnames) print(\u0026#34;Files:\u0026#34;, filenames) print() # Вывод:\rCurrent path: Test_walk\rDirectories: [\u0026#39;P\u0026#39;, \u0026#39;R\u0026#39;]\rFiles: [\u0026#39;Risunok.bmp\u0026#39;]\rCurrent path: Test_walk\\P\rDirectories: []\rFiles: [\u0026#39;kek.txt\u0026#39;, \u0026#39;L.txt\u0026#39;]\rCurrent path: Test_walk\\R\rDirectories: []\rFiles: [] os.system(command) выполняет переданную команду command, будто она написана в терминале. Таким образом можно создавать файлы папки, перемещаться по каталогам и т.д. Если команда сгенерирует какой-либо вывод, он будет перенаправлен в поток вывода интерпретатора. В Windows возвращаемое значение равно значению, возвращаемому системной оболочкой после выполнения команды (задаётся переменной среды COMSPEC: обычно cmd.exe)\nos.environ — объект, подобный словарю (mapping object), содержащий переменные среды окружения системы.\nos.sep — разделитель пути в операционной системе. '/' для POSIX и '\\\\' для Windows\nПодмодуль os.path #\ros.path.split(path) разбивает переданный путь на парный кортеж (head, tail), где tail — последний компонент пути (всегда без косой черты), а head — всё остальное. При этом: если path завершился косой чертой, tail будет пуст; если в path нет ни одной косой черты, head будет пуст; если path пуст, оба элемента кортежа будут пустыми.\nos.path.splitext(path) разбивает переданный путь на парный кортеж (root, ext), где root + ext = path и ext — расширение файла с точкой, а root — всё остальное.\nos.path.dirname(path) возвращает первый элемент кортежа от функции os.path.split(), то есть путь до конечного файла/каталога не включая.\nos.path.basename(path) возвращает второй элемент кортежа от функции os.path.split(), то есть имя конечного файла/каталога.\nos.path.join(path, *paths) объединяет один или несколько сегментов пути. Возвращает строку, состоящую из объединения path и всех элементов *paths, которые разделяются os.sep, кроме последнего (если тот не пуст).\nimport os.path os.path.join(\u0026#39;home\u0026#39;, \u0026#39;User\u0026#39;, \u0026#39;Desktop\u0026#39;, \u0026#39;file.txt\u0026#39;) # \u0026#39;home/User/Desktop/file.txt\u0026#39; os.path.join(\u0026#39;/home\u0026#39;, \u0026#39;User/Desktop\u0026#39;, \u0026#39;file.txt\u0026#39;) # \u0026#39;/home/User/Desktop/file.txt\u0026#39; os.path.join(\u0026#39;/home\u0026#39;, \u0026#39;/User/Desktop\u0026#39;, \u0026#39;file.txt\u0026#39;) # \u0026#39;/User/Desktop/file.txt\u0026#39; os.path.join(\u0026#39;User/Desktop\u0026#39;, \u0026#39;/home\u0026#39;, \u0026#39;file.txt\u0026#39;) # \u0026#39;/home/file.txt\u0026#39; os.path.exists(path) возвращает True, если path ссылается на существующий путь, иначе — False.\nos.path.isabs(path) возвращает True, если путь является абсолютным, иначе — False. В случае отсутствия пути возвращает исключение OSError.\nos.path.isdir(path) возвращает True, если путь существует и является каталогом, иначе — False.\nos.path.isfile(path) возвращает True, если путь существует и является файлом, иначе — False.\nos.path.abspath(path) возвращает абсолютный путь.\nМодуль shutil #\rМодуль shutil предлагает ряд высокоуровневых операций с файлами и коллекциями файлов. Например функции, которые поддерживают копирование и удаление файлов. Разберём основные возможности этого модуля.\nДаже функции копирования файлов более высокого уровня (shutil.copy(), shutil.copy2()) не могут скопировать все метаданные файла. Например в Windows, владельцы файлов, списки контроля доступа и альтернативные потоки данных не копируются.\rshutil.copy(src, dst) копирует файла src в файл или директорию dst, при этом оба аргумента передаются как пути.\nshutil.copy2(src, dst) идентична функции copy(), за исключением того, что функция copy2() также пытается сохранить метаданные файла.\nshutil.copyfileobj(fsrc, fdst) копирует содержимое файла src — fsrc (получается, например, при открытии файла с помощью open()) в объект файла fdst.\nshutil.ignore_patterns(*patterns) создаёт функцию, которая может быть использована в качестве аргумента для параметра ignore функции shutil.copytree() (см. ниже). В результате файлы и каталоги, подходящие под (хотя бы) один из переданных шаблонов будут игнорироваться при копировании.\nshutil.copytree(src, dst, dirs_exist_ok=False, ignore=None) рекурсивно копирует дерево каталогов из папки src в папку dst и возвращает dst. Если установить dirs_exist_ok=True, исключение вызвано НЕ БУДЕТ, если целевой каталог с именем dst уже существует.\nЕсли задано значение ignore, то это должен быть вызываемый объект, который получит в качестве своих аргументов текущий каталог, посещаемый функцией copytree(), и список его содержимого, возвращаемый функцией os.listdir(), например функция, возвращаемая shutil.ignore_patterns() или самописная функция.\nshutil.rmtree(path) удаляет дерево каталогов по переданному пути.\nshutil.copymode(src, dst) копирует права доступа с файла по пути src в файл dst.\nshutil.copystat(src, dst) копирует время последнего доступа, время последнего изменения и флаги(чтение, запись и т.д.) из src в dst.\nshutil.move(src, dst, copy_function=copy2) рекурсивно перемещает файл или директорию src в директорию dst и возвращает dst. Если место назначения dst находится в текущей файловой системе, тогда неявно используется функция os.rename(). В противном случае src копируется в dst с помощью функции, переданной в аргумент copy_function, а затем удаляется.\nshutil.which(path) возвращает абсолютный путь к исполняемому файлу, путь которых прописан в PATH (переменные среды)\nshutil.disk_usage(path) возвращает статистику использования диска по указанному пути в виде именованного кортежа с атрибутами total — общий объём диска, used — используемый объём и free — свободное пространство в байтах.\nshutil.chown(path, user=None, group=None) меняет владельца объекта по пути path на user и group. user может быть системным именем пользователя или uid; то же самое относится и к group. Требуется как минимум один аргумент.\nshutil.make_archive(name, format, root_dir) создаёт архивный файл папки/файла root_dir с именем name (может быть указан как путь) в формате format и возвращает name.\nshutil.unpack_archive(filename, extract_dir) распаковывает архив с именем filename в папку extract_dir.\nshutil.get_archive_formats() возвращает список всех поддерживаемых форматов архивов.\nМодуль shelve #\rМодуль shelve сохраняет произвольные объекты Python в файл с определенным ключом (типа str), т.е. такие объекты, которые может обработать модуль pickle (большинство экземпляров классов, рекурсивных типов данных и объектов, содержащих множество общих подобъектов). Затем по этому ключу может извлечь ранее сохраненный объект из файла. В отличии от pickle, shelve более удобен, когда требуется сериализовать множество объектов.\nФункция shelve.open() #\rshelve.open(filename, flag='c') возвращает объект key-value хранилища, похожий на словарь (объект называется shelf). В filename передаётся имя открываемого/создаваемого файла, flag принимает одно из следующих значений:\n'c' — файл открывается для чтения и записи. Если файл отсутствует, он создаётся; 'r' — файл открывается для чтения; 'w' — файл открывается для записи; 'n' — файл открывается для для записи. Если файл отсутствует, он создаётся. Если существует, перезаписывается. Объекты shelf поддерживают большинство методов и операций, поддерживаемых словарями (за исключением копирования, конструкторов и операторов | и |=). Запись/чтение данных shelf также происходит подобно записи/чтению данных словаря. Посмотрим пример:\nimport shelve with shelve.open(\u0026#39;test\u0026#39;) as db: db[\u0026#39;func\u0026#39;] = func db[\u0026#39;not_string\u0026#39;] = {\u0026#34;this_is_not_string_LOL\u0026#34;: 80085} print(db[\u0026#39;not_string\u0026#39;]) # Вывод: {\u0026#39;this_is_not_string_LOL\u0026#39;: 80085} Программа создаёт три файла разных расширений: dat, bak, dir, в которых содержится одна и та же сериализованная протоколом pickle информация.\nНе стоит открывать незнакомые pkl файлы и файлы, которые создаются shelve, поскольку они могут содержать самовыполняющийся код\r","date":"12 июля 2024","externalUrl":null,"permalink":"/HFK_website/posts/os_shutil_shelve/","section":"Конспекты","summary":"Конспект посвящён модулям os и shutil, которые могут быть полезны для работы с операционной системой, управлением каталогами и файлами, а также модулю shelve, позволяющему сериализовывать объекты Python\rМодуль os #\rДля использования: import os","title":"Модули os, shutil и shelve","type":"posts"},{"content":"","date":"11 июля 2024","externalUrl":null,"permalink":"/HFK_website/tags/files/","section":"Tags","summary":"","title":"Files","type":"tags"},{"content":"\rУправление файлами формата zip, pkl в языке программирования Python\rФормат zip #\rzip — это формат сжатия без потерь: после распаковки данные будут такими же, как перед сжатием. Алгоритм ищет избыточности в исходных данных и эффективнее представляет информацию.\nФормат zip обладает следующими преимуществами:\nявляется полностью открытым является одним из самых популярных (большинство архивов в Internet – это архивы zip) является очень быстрым Формат сжатия без потерь отличается от сжатия с потерями, который используется в таких форматах, как JPEG и MP3: при сжатии выбрасывается часть информации, которая менее заметна для человеческого глаза или уха.\rСначала разберёмся, как считать степень сжатия файла — коэффициент K, определяемый как отношение объема сжатого файла к объему исходного файла, выраженным в процентах: $$ K = \\frac{V_{c}} {V_{o}} * 100\\% $$\nСтепень сжатия зависит от используемой программы, метода сжатия и типа исходного файла. Наиболее хорошо сжимаются файлы графических образов, текстовые файлы и файлы данных, для которых степень сжатия может достигать 5–40%, меньше сжимаются файлы исполняемых программ и загрузочных модулей — 60–90%. Почти не сжимаются архивные файлы.\nМодуль zipfile #\rВ этом конспекте будет рассмотрен объекты ZipFile и ZipInfo, однако модуль zipfile содержит и другие классы. Для использования: from zipfile import ZipFile\nМетоды ZipFile #\rprintdir() — выводит таблицу с информацией о содержимом архива: полные названия файлов с указанием даты изменения и размера в байтах. from zipfile import ZipFile with ZipFile(\u0026#39;test.zip\u0026#39;) as zip_file: zip_file.printdir() # Вывод:\rFile Name Modified Size\rtest/ 2021-11-27 12:47:10 0\rtest/Картинки/ 2021-11-27 12:49:02 0\rtest/Картинки/1.jpg 2021-09-02 12:30:20 90156\rtest/Картинки/avatar.png 2021-08-20 09:38:44 19053\rtest/Картинки/certificate.png 2021-10-23 09:46:36 43699\rtest/Картинки/py.png 2021-07-28 17:55:56 33522\rtest/Картинки/World_Time_Zones_Map.png 2021-11-08 07:30:06 2324421\rtest/Картинки/Снимок экрана.png 2021-10-01 20:47:02 10878\rtest/Неравенства.djvu 2021-08-19 08:39:06 5283010\rtest/Программы/ 2021-11-27 12:48:20 0\rtest/Программы/image_util.py 2021-11-18 12:42:22 4955\rtest/Программы/sort.py 2021-11-14 19:31:02 61\rtest/Разные файлы/ 2021-11-27 12:48:10 0\rtest/Разные файлы/astros.json 2021-11-08 09:29:58 505 При создании объекта ZipFile мы также можем передать необязательный аргумент mode, который задает режим работы (по аналогии с обычными файлами): r — чтение, w — запись в новый файл, a — запись в конец существующего файла\rinfolist() — позволяет получить информацию о файлах из архива в виде списка объектов ZipInfo, которые содержат дополнительную информацию о каждом файле: file_size, compress_size, filename, date_time и другие. from zipfile import ZipFile with ZipFile(\u0026#39;test.zip\u0026#39;) as zip_file: info = zip_file.infolist() print(info[6].file_size) # размер начального файла в байтах print(info[6].compress_size) # размер сжатого файла в байтах print(info[6].filename) # имя файла print(info[6].date_time) # дата изменения файла # Вывод:\r2324421\r2322032\rtest/Картинки/World_Time_Zones_Map.png\r(2021, 11, 8, 7, 30, 6) Метод is_dir() объекта ZipInfo нужен, чтобы проверить, является ли этот объект файлом (возвращает False) или папкой (True).\nnamelist() — возвращает список названий файлов и директорий, содержащихся в архиве. from zipfile import ZipFile with ZipFile(\u0026#39;test.zip\u0026#39;) as zip_file: info = zip_file.namelist() print(*info, sep=\u0026#39;\\n\u0026#39;) # Вывод:\rtest/\rtest/Картинки/\rtest/Картинки/1.jpg\rtest/Картинки/avatar.png\rtest/Картинки/certificate.png\rtest/Картинки/py.png\rtest/Картинки/World_Time_Zones_Map.png\rtest/Картинки/Снимок экрана.png\rtest/Неравенства.djvu\rtest/Программы/\rtest/Программы/image_util.py\rtest/Программы/sort.py\rtest/Разные файлы/\rtest/Разные файлы/astros.json getinfo() — в отличие от метода infolist(), который позволяет получить информацию о всех файлах из архива в виде списка специальных объектов (тип ZipInfo), метод getinfo() позволяет получить информацию о конкретном файле по его имени в архиве. from zipfile import ZipFile with ZipFile(\u0026#39;test.zip\u0026#39;) as zip_file: info = zip_file.namelist() # получаем названия всех файлов архива last_file = zip_file.getinfo(info[-4]) # получаем информацию об отдельном файле print(last_file.file_size) print(last_file.compress_size) print(last_file.filename) print(last_file.date_time) 4955\r1641\rtest/Программы/image_util.py\r(2021, 11, 18, 12, 42, 22) При создании объекта ZipFile мы также можем передать еще два необязательных аргумента:\ncompression, который определяет метод сжатия, который должен использоваться при записи в архив. Он принимает одно из значений: ZIP_STORED, ZIP_DEFLATED, ZIP_BZIP2, ZIP_LZMA. По умолчанию используется значение compression=ZIP_STORED allowZip64, который позволяет разрешить использование расширений zip64, которые дают возможность создавать архивы размером больше 4 гигабайт. По умолчанию равен allowZip64=True Для того чтобы проверить является ли некоторый файл zip архивом, используется функция zipfile.is_zipfile(), которая принимает на вход путь к файлу (или сам файловый объект) и возвращает значение True, если указанный файл является zip архивом, или False в противном случае.\nРаботы с конкретными файлами архива #\rОткроем отдельный файла из архива:\nfrom zipfile import ZipFile with ZipFile(\u0026#39;test.zip\u0026#39;) as zip_file: with zip_file.open(\u0026#39;test/Разные файлы/astros.json\u0026#39;) as file: print(file.read()) # Вывод:\rb\u0026#39;{\u0026#34;number\u0026#34;: 10, \u0026#34;people\u0026#34;: [{\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Mark Vande Hei\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Pyotr Dubrov\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Thomas Pesquet\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Megan McArthur\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Shane Kimbrough\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Akihiko Hoshide\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Anton Shkaplerov\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;Shenzhou 13\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Zhai Zhigang\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;Shenzhou 13\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Wang Yaping\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;Shenzhou 13\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Ye Guangfu\u0026#34;}], \u0026#34;message\u0026#34;: \u0026#34;success\u0026#34;}\u0026#39; Метод ZipFile.open() открывает файл в бинарном виде, поэтому перед выводом стоит символ b, а значит перед нами бинарная строка. Чтобы преобразовать байты в строку, воспользуемся методом decode() с указанием кодировки ('utf-8'):\nfrom zipfile import ZipFile with ZipFile(\u0026#39;test.zip\u0026#39;) as zip_file: with zip_file.open(\u0026#39;test/Разные файлы/astros.json\u0026#39;) as file: print(file.read().decode(\u0026#39;utf-8\u0026#39;)) # Вывод:\r{\u0026#34;number\u0026#34;: 10, \u0026#34;people\u0026#34;: [{\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Mark Vande Hei\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Pyotr Dubrov\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Thomas Pesquet\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Megan McArthur\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Shane Kimbrough\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Akihiko Hoshide\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Anton Shkaplerov\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;Shenzhou 13\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Zhai Zhigang\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;Shenzhou 13\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Wang Yaping\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;Shenzhou 13\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Ye Guangfu\u0026#34;}], \u0026#34;message\u0026#34;: \u0026#34;success\u0026#34;} Запись в архив #\rЧтобы записать файл в архив, нужно как минимум открыть его для записи (mode='w' — для записи с удалением уже имеющегося содержимого; или mode='a' — для записи в конец, сохраняя содержимое). Далее, используем метод write():\nfrom zipfile import ZipFile with ZipFile(\u0026#39;archive.zip\u0026#39;, mode=\u0026#39;w\u0026#39;) as zip_file: zip_file.write(\u0026#39;program.py\u0026#39;) zip_file.write(\u0026#39;lse.jpeg\u0026#39;) print(zip_file.namelist()) Если файлы для записи в архив не будут найдены, то возникнет ошибка (исключение) FileNotFoundError\rМетод write() может принимать еще один строковый аргумент, задающий новое имя файла в архиве.\nИзвлечение содержимого #\rЕсли требуется извлечь отдельные файлы, то используется метод extract(), он принимает два аргумента: название файла и путь, по которому требуется извлечь файл. Если путь не указывать, то файл будет извлечен в папку, где находится файл с программой.\nСледующий код извлекает файлы из архива test.zip\nfrom zipfile import ZipFile with ZipFile(\u0026#39;test.zip\u0026#39;) as zip_file: zip_file.extract(\u0026#39;test/Картинки/avatar.png\u0026#39;) zip_file.extract(\u0026#39;test/Программы/image_util.py\u0026#39;) zip_file.extract(\u0026#39;lse.jpeg\u0026#39;) Если требуется извлечь все содержимое архива, то используется метод extractall(), он принимает в качестве аргумента путь, по которому требуется извлечь все файлы. Если путь не указывать, то файл будет извлечен в папку, где находится файл с программой.\nСериализация и десериализация #\rПреобразование переменных программы (Python-объектов) в формат для хранения называется «сериализацией», а обратное преобразование — «десериализацией».\nСериализация объектов часто используется для:\nсохранения состояния программы (то есть некоторых её объектов) между запусками передачи данных между различными программами (например, по сети) Главная идея состоит в том, что сериализованный формат — набор байт или строка, которую можно легко сохранить на диск или передать другой программе, в отличие от самого объекта. А значит, задача сохранения объекта/группы объектов при этом сводится к простой задаче сохранения набора байт или строки.\nМодуль pickle #\rПомимо сериализации в формат json мы также можем использовать бинарную сериализацию, то есть сериализацию в байты. Для этого в Python используется модуль pickle. Интерфейс взаимодействия с модулем pickle абсолютно такой же, как и для модуля json. Мы будем использовать четыре основных функции: dump(), dumps(), load(), loads().\nМодуль pickle сериализует и десериализует данные быстрее чем модуль json.\rМодуль pickle может сериализовывать:\nВсе встроенные типы данных (bool, int, float, complex, str, None); Списки, кортежи, словари и множества, содержащие любую комбинацию встроенных типов данных (но не генераторы); Списки, кортежи, словари и множества, содержащие любую комбинацию списков, кортежей, словарей и множеств; Функции (но не lambda-функции), классы и экземпляры классов. Разберём функции модуля:\nФункция dump() модуля pickle принимает сериализуемый Python объект, сериализует его в бинарный, Python-зависимый формат, используя протокол pickle, и сохраняет его в открытый для записи бинарный файл. Следующий код создает файл file.pkl, содержащий бинарное представление объекта obj:\nimport pickle obj = {\u0026#39;Python\u0026#39;: 1991, \u0026#39;Java\u0026#39;: 1995, \u0026#39;C#\u0026#39;: 2002} with open(\u0026#39;file.pkl\u0026#39;, \u0026#39;wb\u0026#39;) as file: pickle.dump(obj, file) Функция dumps() выполняет такую же сериализацию, как и функция dump(). Но вместо того чтобы сохранять сериализованные данные в открытый для записи бинарный файл, она просто возвращает эти сериализованные данные. import pickle obj = {\u0026#39;Python\u0026#39;: 1991, \u0026#39;Java\u0026#39;: 1995, \u0026#39;C#\u0026#39;: 2002} binary_obj = pickle.dumps(obj) print(binary_obj) print(type(binary_obj)) # Вывод:\rb\u0026#39;\\x80\\x03}q\\x00(X\\x06\\x00\\x00\\x00Pythonq\\x01M\\xc7\\x07X\\x04\\x00\\x00\\x00Javaq\\x02M\\xcb\\x07X\\x02\\x00\\x00\\x00C#q\\x03M\\xd2\\x07u.\u0026#39;\r\u0026lt;class \u0026#39;bytes\u0026#39;\u0026gt; Поскольку протокол pickle использует бинарный формат данных, функция dumps() возвращает объект типа bytes.\nТип данных bytes — это неизменяемые последовательности отдельных байтов. Синтаксис для байтовых литералов в основном такой же, как и для строковых литералов, за исключением того, что добавляется префикс b.\rФункция load() принимает файловый объект, читает из него сериализованные данные, десериализует их в Python-объект и возвращает полученный Python-объект. import pickle with open(\u0026#39;file.pkl\u0026#39;, \u0026#39;rb\u0026#39;) as file: # используется файл полученный на предыдущем шаге obj = pickle.load(file) print(obj) print(type(obj)) # Вывод:\r{\u0026#39;Python\u0026#39;: 1991, \u0026#39;Java\u0026#39;: 1995, \u0026#39;C#\u0026#39;: 2002}\r\u0026lt;class \u0026#39;dict\u0026#39;\u0026gt; Функция loads() выполняет такую же десериализацию, как и функция load(). Но вместо того чтобы принимать файловый объект, она принимает объект типа bytes, содержащий сериализованные данные. import pickle obj = {\u0026#39;Python\u0026#39;: 1991, \u0026#39;Java\u0026#39;: 1995, \u0026#39;C#\u0026#39;: 2002} binary_obj = pickle.dumps(obj) new_obj = pickle.loads(binary_obj) print(new_obj) print(obj == new_obj) print(obj is new_obj) # проверка на идентичность # Вывод:\r{\u0026#39;Python\u0026#39;: 1991, \u0026#39;Java\u0026#39;: 1995, \u0026#39;C#\u0026#39;: 2002}\rTrue\rFalse Интересно то, что объекты obj и new_obj имеют одинаковое содержимое, но по сути не идентичны.\nПротокол pickle зависит от Python и не совместим с другими языками программирования. Если необходима совместимость с другими языками программирования, то следует использовать JSON сериализацию.\r","date":"11 июля 2024","externalUrl":null,"permalink":"/HFK_website/posts/zip_pkl/","section":"Конспекты","summary":"Управление файлами формата zip, pkl в языке программирования Python\rФормат zip #\rzip — это формат сжатия без потерь: после распаковки данные будут такими же, как перед сжатием.","title":"Работа с zip и pkl файлами в Python","type":"posts"},{"content":"\rУправление текстовыми файлами формата csv, tsv, dtv, json в языке программирования Python\rФормат CSV #\rCSV (от англ. Comma-Separated Values — значения, разделённые запятыми) — текстовый формат, предназначенный для представления табличных данных. Строка таблицы соответствует строке текста, которая содержит одно или несколько полей, разделенных запятыми.\nК примеру, следующая таблица:\nRank Language Share 1 Python 31.17% 2 Java 17.75% 3 JavaScript 8% 4 C# 7.05% 5 PHP 6.09% в формате csv будет выглядеть следующим образом:\nRank,Language,Share\r1,Python,31.17%\r2,Java,17.75%\r3,JavaScript,8%\r4,C#,7.05%\r5,PHP,6.09% Подобные файлы можно обрабатывать вручную подобно txt — считывать, разделять на строки и отдельные элементы по разделителям с помощью split(), но в Python есть отдельный модуль для работы с файлами формата dsv.\ndsv (англ. delimiter separated values — «значения, разграниченные разделителем») общий формат для форм csv, tsv (англ. tab separated values — «значения, разделенные табуляцией») и других.\rМодуль csv #\rДля использования: import csv\nВ данном модуле есть два основных объекта: reader и writer, созданные, чтобы читать и создавать csv файлы соответственно.\nЧтение через reader #\rРассмотрим файл products.csv, содержащий информацию о товарах интернет магазина:\nkeywords,price,product_name\rСадовый стул,1699,ВЭДДО\rСадовый стул,2999,ЭПЛАРО\rСадовый табурет,1699,ЭПЛАРО\rСадовый стол,1999,ТЭРНО\rСкладной стол,7499,ЭПЛАРО\rНастил,1299,РУННЕН\rСтеллаж,1299,ХИЛЛИС\rКружка,39,СТЕЛЬНА\rМолочник,299,ВАРДАГЕН\rТермос для еды,699,ЭФТЕРФРОГАД\rСитечко,59,ИДЕАЛИСК\rЧайник заварочный,499,РИКЛИГ\rКофе-пресс,699,УПХЕТТА\rЧашка с блюдцем,249,ИКЕА\rКружка,249,ЭМНТ\rСитечко,199,САККУННИГ\rКружка,199,ФИНСТИЛТ\rТарелка,269,ЭВЕРЕНС Код ниже читает содержимое файла и выводит его построчно:\nimport csv with open(\u0026#39;products.csv\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) as file: rows = csv.reader(file) # создаём reader объект for row in rows: print(row) # Вывод:\r[\u0026#39;keywords\u0026#39;, \u0026#39;price\u0026#39;, \u0026#39;product_name\u0026#39;]\r[\u0026#39;Садовый стул\u0026#39;, \u0026#39;1699\u0026#39;, \u0026#39;ВЭДДО\u0026#39;]\r[\u0026#39;Садовый стул\u0026#39;, \u0026#39;2999\u0026#39;, \u0026#39;ЭПЛАРО\u0026#39;]\r[\u0026#39;Садовый табурет\u0026#39;, \u0026#39;1699\u0026#39;, \u0026#39;ЭПЛАРО\u0026#39;]\r[\u0026#39;Садовый стол\u0026#39;, \u0026#39;1999\u0026#39;, \u0026#39;ТЭРНО\u0026#39;]\r[\u0026#39;Складной стол\u0026#39;, \u0026#39;7499\u0026#39;, \u0026#39;ЭПЛАРО\u0026#39;]\r[\u0026#39;Настил\u0026#39;, \u0026#39;1299\u0026#39;, \u0026#39;РУННЕН\u0026#39;]\r[\u0026#39;Стеллаж\u0026#39;, \u0026#39;1299\u0026#39;, \u0026#39;ХИЛЛИС\u0026#39;]\r[\u0026#39;Кружка\u0026#39;, \u0026#39;39\u0026#39;, \u0026#39;СТЕЛЬНА\u0026#39;]\r[\u0026#39;Молочник\u0026#39;, \u0026#39;299\u0026#39;, \u0026#39;ВАРДАГЕН\u0026#39;]\r[\u0026#39;Термос для еды\u0026#39;, \u0026#39;699\u0026#39;, \u0026#39;ЭФТЕРФРОГАД\u0026#39;]\r[\u0026#39;Ситечко\u0026#39;, \u0026#39;59\u0026#39;, \u0026#39;ИДЕАЛИСК\u0026#39;]\r[\u0026#39;Чайник заварочный\u0026#39;, \u0026#39;499\u0026#39;, \u0026#39;РИКЛИГ\u0026#39;]\r[\u0026#39;Кофе-пресс\u0026#39;, \u0026#39;699\u0026#39;, \u0026#39;УПХЕТТА\u0026#39;]\r[\u0026#39;Чашка с блюдцем\u0026#39;, \u0026#39;249\u0026#39;, \u0026#39;ИКЕА\u0026#39;]\r[\u0026#39;Кружка\u0026#39;, \u0026#39;249\u0026#39;, \u0026#39;ЭМНТ\u0026#39;]\r[\u0026#39;Ситечко\u0026#39;, \u0026#39;199\u0026#39;, \u0026#39;САККУННИГ\u0026#39;]\r[\u0026#39;Кружка\u0026#39;, \u0026#39;199\u0026#39;, \u0026#39;ФИНСТИЛТ\u0026#39;]\r[\u0026#39;Тарелка\u0026#39;, \u0026#39;269\u0026#39;, \u0026#39;ЭВЕРЕНС\u0026#39;] Объект reader дает доступ к построчному итератору, полностью аналогичному работе с файлом или списком.\nПосле выполнения строки rows = csv.reader(file) в переменную rows будет записан итератор, с помощью которого можно «пробежаться» циклом по файлу. В каждой итерации цикла при этом будет доступна соответствующая строка файла, уже разбитая по запятым и представляющая собой список. При этом автоматически будут учтены все нюансы с запятыми внутри кавычек и самими кавычками.\nПри создании reader объекта можно указать:\nаргумент delimiter — односимвольная строка, используемая для разделения полей, по умолчанию имеет значение ',' аргумент quotechar — односимвольная строка, используемая для кавычек в полях, содержащих специальные символы, по умолчанию имеет значение '\u0026quot;'. Чтение через DictReader #\rВ модуле csv есть специальный объект DictReader, который поддерживает создание объекта-словаря на основе названий столбцов. С помощью DictReader объекта можно обращаться к полям не по индексу, а по названию, что делает код более понятным.\nНемного поменяем содержимое файла products.csv. Теперь разделителем будет точка с запятой, также заключим текст с запятыми в кавычки во избежание ошибок при разделении строки на элементы:\nkeywords;price;product_name\r\u0026#34;Садовый стул, стул для дачи\u0026#34;;1699;ВЭДДО\rСадовый стул;2999;ЭПЛАРО\rСадовый табурет;1699;ЭПЛАРО\rСадовый стол;1999;ТЭРНО\r\u0026#34;Складной стол, обеденный стол\u0026#34;;7499;ЭПЛАРО\rНастил;1299;РУННЕН\rСтеллаж;1299;ХИЛЛИС\r\u0026#34;Кружка, сосуд, стакан с ручкой\u0026#34;;39;СТЕЛЬНА\rМолочник;299;ВАРДАГЕН\rТермос для еды;699;ЭФТЕРФРОГАД\rСитечко;59;ИДЕАЛИСК\rЧайник заварочный;499;РИКЛИГ\rКофе-пресс;699;УПХЕТТА\rЧашка с блюдцем;249;ИКЕА\r\u0026#34;Кружка, стакан с ручкой\u0026#34;;249;ЭМНТ\rСитечко;199;САККУННИГ\rКружка;199;ФИНСТИЛТ\r\u0026#34;Тарелка, блюдце\u0026#34;;269;ЭВЕРЕНС Теперь прочитаем этот файл, используя DictReader:\nimport csv with open(\u0026#39;products.csv\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) as file: rows = csv.DictReader(file, delimiter=\u0026#39;;\u0026#39;, quotechar=\u0026#39;\u0026#34;\u0026#39;) for row in rows: print(row) # Вывод:\r{\u0026#39;keywords\u0026#39;: \u0026#39;Садовый стул, стул для дачи\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;1699\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ВЭДДО\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Садовый стул\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;2999\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ЭПЛАРО\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Садовый табурет\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;1699\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ЭПЛАРО\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Садовый стол\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;1999\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ТЭРНО\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Складной стол, обеденный стол\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;7499\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ЭПЛАРО\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Настил\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;1299\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;РУННЕН\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Стеллаж\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;1299\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ХИЛЛИС\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Кружка, сосуд, стакан с ручкой\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;39\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;СТЕЛЬНА\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Молочник\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;299\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ВАРДАГЕН\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Термос для еды\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;699\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ЭФТЕРФРОГАД\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Ситечко\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;59\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ИДЕАЛИСК\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Чайник заварочный\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;499\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;РИКЛИГ\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Кофе-пресс\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;699\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;УПХЕТТА\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Чашка с блюдцем\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;249\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ИКЕА\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Кружка, стакан с ручкой\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;249\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ЭМНТ\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Ситечко\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;199\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;САККУННИГ\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Кружка\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;199\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ФИНСТИЛТ\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Тарелка, блюдце\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;269\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ЭВЕРЕНС\u0026#39;} При создании DictReader объекта значениями по умолчанию для аргументов delimiter и quotechar являются ',' (символ запятой) и '\u0026quot;' (символ двойной кавычки) соответственно.\nНазвания столбцов сохраняются в атрибуте fieldnames объекта DictReader\rЗапись через writer #\rДля записи данных в csv файл можно использовать специальный writer объект:\nimport csv columns = [\u0026#39;first_name\u0026#39;, \u0026#39;second_name\u0026#39;, \u0026#39;class_number\u0026#39;, \u0026#39;class_letter\u0026#39;] data = [[\u0026#39;Тимур\u0026#39;, \u0026#39;Гуев\u0026#39;, 11, \u0026#39;А\u0026#39;], [\u0026#39;Руслан\u0026#39;, \u0026#39;Чаниев\u0026#39;, 9, \u0026#39;Б\u0026#39;], [\u0026#39;Артур\u0026#39;, \u0026#39;Харисов\u0026#39;, 10, \u0026#39;В\u0026#39;]] with open(\u0026#39;students.csv\u0026#39;, \u0026#39;w\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;, newline=\u0026#39;\u0026#39;) as file: writer = csv.writer(file) writer.writerow(columns) # запись заголовков for row in data: # запись строк writer.writerow(row) # Создаётся файл students.csv с содержимым:\rfirst_name,second_name,class_number,class_letter\rТимур,Гуев,11,А\rРуслан,Чаниев,9,Б\rАртур,Харисов,10,В При открытии файла функцией open() был использован параметр newline со значением '' (пустая строка), который отвечает за переводы строк при чтении или записи в текстовый файл. По умолчанию имеет значение None, в этом случае все разделители строк преобразуются в '\\n'. Если в файле оказывается лишний перевод строки, то следует использовать этот параметр в режиме newline='', тогда '\\n' будет преобразован в пустую строку.\nПри создании writer объекта мы так же можем его настраивать, задавая delimiter и многие другие параметры.\nimport csv columns = [\u0026#39;first_name\u0026#39;, \u0026#39;second_name\u0026#39;, \u0026#39;class_number\u0026#39;, \u0026#39;class_letter\u0026#39;] data = [[\u0026#39;Тимур\u0026#39;, \u0026#39;Гуев\u0026#39;, 11, \u0026#39;А\u0026#39;], [\u0026#39;Руслан\u0026#39;, \u0026#39;Чаниев\u0026#39;, 9, \u0026#39;Б\u0026#39;], [\u0026#39;Роман\u0026#39;, \u0026#39;Белых\u0026#39;, 10, \u0026#39;В\u0026#39;]] with open(\u0026#39;students.csv\u0026#39;, \u0026#39;w\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;, newline=\u0026#39;\u0026#39;) as file: writer = csv.writer(file, delimiter=\u0026#39;;\u0026#39;, quoting=csv.QUOTE_NONNUMERIC) writer.writerow(columns) for row in data: writer.writerow(row) # Создаётся файл students.csv с содержимым:\r\u0026#34;first_name\u0026#34;;\u0026#34;second_name\u0026#34;;\u0026#34;class_number\u0026#34;;\u0026#34;class_letter\u0026#34;\r\u0026#34;Тимур\u0026#34;;\u0026#34;Гуев\u0026#34;;11;\u0026#34;А\u0026#34;\r\u0026#34;Руслан\u0026#34;;\u0026#34;Чаниев\u0026#34;;9;\u0026#34;Б\u0026#34;\r\u0026#34;Роман\u0026#34;;\u0026#34;Белых\u0026#34;;10;\u0026#34;В\u0026#34; Значение аргумента quoting=csv.QUOTE_NONNUMERIC означает, что в кавычки будут браться все нечисловые значения. По умолчанию символом кавычки является \u0026quot;, если нужно поменять символ, используется уже знакомый нам именованный аргумент quotechar.\nДля quoting существуют и другие константы из модуля csv:\nQUOTE_ALL: указывает объектам записи указывать все поля QUOTE_MINIMAL: указывает объектам записи заключать в кавычки только те поля, которые содержат специальные символы, такие как разделитель delimiter, кавычка quotechar или любой из символов в lineterminator QUOTE_NONNUMERIC: указывает объектам записи указывать все нечисловые поля QUOTE_NONE: указывает объектам записи никогда не заключать в кавычки поля Помимо метода writerow() можно использовать и метод writerows(), чтобы записать сразу несколько строк. Единственным аргументом этого метода может быть коллекция коллекций. То есть, каждый элемент списка rows в нашем случае должен быть коллекцией. Если rows будет, например, списком чисел, программа завершится с ошибкой.\nЗапись через DictWriter #\rДля записи данных в csv файл также можно использовать DictWriter объект, который позволяет записывать содержимое словаря в файл.\nimport csv data = [{\u0026#39;first_name\u0026#39;: \u0026#39;Тимур\u0026#39;, \u0026#39;second_name\u0026#39;: \u0026#39;Гуев\u0026#39;, \u0026#39;class_number\u0026#39;: 11, \u0026#39;class_letter\u0026#39;: \u0026#39;А\u0026#39;}, {\u0026#39;first_name\u0026#39;: \u0026#39;Руслан\u0026#39;, \u0026#39;second_name\u0026#39;: \u0026#39;Чаниев\u0026#39;, \u0026#39;class_number\u0026#39;: 9, \u0026#39;class_letter\u0026#39;: \u0026#39;Б\u0026#39;}, {\u0026#39;first_name\u0026#39;: \u0026#39;Роман\u0026#39;, \u0026#39;second_name\u0026#39;: \u0026#39;Белых\u0026#39;, \u0026#39;class_number\u0026#39;: 10, \u0026#39;class_letter\u0026#39;: \u0026#39;В\u0026#39;}] columns = [\u0026#39;first_name\u0026#39;, \u0026#39;second_name\u0026#39;, \u0026#39;class_number\u0026#39;, \u0026#39;class_letter\u0026#39;] with open(\u0026#39;students.csv\u0026#39;, \u0026#39;w\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;, newline=\u0026#39;\u0026#39;) as file: writer = csv.DictWriter(file, fieldnames=columns, delimiter=\u0026#39;;\u0026#39;, quoting=csv.QUOTE_NONNUMERIC) writer.writeheader() # запись заголовков for row in data: # запись строк writer.writerow(row) # Создаётся файл students.csv с содержимым:\r\u0026#34;first_name\u0026#34;;\u0026#34;second_name\u0026#34;;\u0026#34;class_number\u0026#34;;\u0026#34;class_letter\u0026#34;\r\u0026#34;Тимур\u0026#34;;\u0026#34;Гуев\u0026#34;;11;\u0026#34;А\u0026#34;\r\u0026#34;Руслан\u0026#34;;\u0026#34;Чаниев\u0026#34;;9;\u0026#34;Б\u0026#34;\r\u0026#34;Роман\u0026#34;;\u0026#34;Белых\u0026#34;;10;\u0026#34;В\u0026#34; Ключи словарей, которые записываются в файл, должны совпадать с названиями полей, которые переданы в качестве аргумента fieldnames, иначе будет возникать ошибка ValueError.\rФормат json #\rJSON (англ. JavaScript Object Notation, читается как \u0026ldquo;джЕйсон\u0026rdquo;) — текстовый формат обмена данными, основанный на синтаксисе объекта в языке программирования JavaScript. Как и многие другие текстовые форматы, JSON легко читается людьми. Несмотря на происхождение от JavaScript, формат считается независимым от языка и может использоваться практически с любым языком программирования.\nВ отличие от формата csv, данные в формате json не просто разделены запятыми, а чаще всего имеют структуру ключ-значение. Это напоминает словарь Python, но в отличие от словаря, ключи в json могут быть только строками, заключенными в двойные кавычки:\n{ \u0026#34;firstName\u0026#34;: \u0026#34;Тимур\u0026#34;, \u0026#34;lastName\u0026#34;: \u0026#34;Гуев\u0026#34;, \u0026#34;gender\u0026#34;: \u0026#34;мужской\u0026#34; } Преимущества, которые сделали этот формат популярным:\nне занимает много места, является компактным в написании и быстро компилируется создание текстового содержимого понятно человеку, просто в реализации, а чтение со стороны среды разработки не вызывает никаких проблем. Чтение может осуществляться и человеком, поскольку ничего сложного в представлении данных нет структура преобразуется для чтения на любых языках программирования практически все языки имеют соответствующие библиотеки или другие инструменты для чтения данных JSON В качестве значений в JSON могут быть использованы:\nчисло (целое или вещественное); литералы true (истина), false (ложь), null (отсутствие значения); строка (последовательность символов, заключенная в двойные кавычки); список (заключается в квадратные скобки [ ], значения разделяются запятыми). Список может быть пустым, значения в пределах одного списка могут иметь разный тип; вложенный объект (неупорядоченное множество пар ключ: значение, заключённое в фигурные скобки { }). Ключ описывается строкой, между ним и значением стоит символ :. Пары ключ-значение отделяются друг от друга запятыми. { \u0026#34;firstName\u0026#34;: \u0026#34;Тимур\u0026#34;, \u0026#34;lastName\u0026#34;: \u0026#34;Гуев\u0026#34;, \u0026#34;age\u0026#34;: 29, \u0026#34;gender\u0026#34;: \u0026#34;мужской\u0026#34;, \u0026#34;smoke\u0026#34;: false, \u0026#34;address\u0026#34;: { \u0026#34;streetAddress\u0026#34;: \u0026#34;Часовая 25, кв. 127\u0026#34;, \u0026#34;city\u0026#34;: \u0026#34;Москва\u0026#34;, \u0026#34;postalCode\u0026#34;: 125315 }, \u0026#34;phoneNumbers\u0026#34;: [\u0026#34;+7 (919) 424-84-34\u0026#34;, \u0026#34;+7 (916) 928-92-34\u0026#34;] } Вложенность данных может быть бесконечной\rТакже, переносы строк и отступы в формате json необязательны. Они нужны только для удобства чтения.\n{\u0026#34;firstName\u0026#34;: \u0026#34;Тимур\u0026#34;, \u0026#34;lastName\u0026#34;: \u0026#34;Гуев\u0026#34;, \u0026#34;gender\u0026#34;: \u0026#34;мужской\u0026#34;} JSON — это текстовый формат, который может быть представлен не только в виде пар ключ-значение (объектов). Он так же может содержать список, строку, число и т.д. Тем не менее, чаще всего используется структура ключ-значение. При этом, объекты являются неупорядоченными, списки же, наоборот, упорядочены\rМодуль json #\rДля использования: import json\nПреобразование переменных программы (Python-объектов) в формат для хранения называется «сериализацией», а обратное преобразование — «десериализацией». В Python для сериализации и десериализации в формат json есть одноимённый модуль.\nФункция dumps() #\rДля сериализации данных в json строку используется функция dumps() из модуля json. Для того, чтобы сериализовать данные с ее помощью, достаточно передать в нее аргументом любой сериализуемый Python-объект.\nimport json data = {\u0026#39;name\u0026#39;: \u0026#39;Russia\u0026#39;, \u0026#39;phone_code\u0026#39;: 7, \u0026#39;capital\u0026#39;: \u0026#39;Moscow\u0026#39;, \u0026#39;currency\u0026#39;: \u0026#39;RUB\u0026#39;} json_data = json.dumps(data) # сериализуем словарь data в json строку print(type(json_data)) print(json_data) # Вывод:\r\u0026lt;class \u0026#39;str\u0026#39;\u0026gt;\r{\u0026#34;name\u0026#34;: \u0026#34;Russia\u0026#34;, \u0026#34;phone_code\u0026#34;: 7, \u0026#34;capital\u0026#34;: \u0026#34;Moscow\u0026#34;, \u0026#34;currency\u0026#34;: \u0026#34;RUB\u0026#34;} Независимо от того, какие кавычки мы использовали в Python-объекте, в результате данные будут в двойных кавычках (стандарт json)\rФункция dump() #\rВ отличие от функции dumps(), которая сериализует Python-объект в json строку, функция dump() записывает переданный Python-объект в файл.\nimport json data = {\u0026#39;name\u0026#39;: \u0026#39;Russia\u0026#39;, \u0026#39;phone_code\u0026#39;: 7, \u0026#39;capital\u0026#39;: \u0026#39;Moscow\u0026#39;, \u0026#39;currency\u0026#39;: \u0026#39;RUB\u0026#39;} with open(\u0026#39;countries.json\u0026#39;, \u0026#39;w\u0026#39;) as file: json.dump(data, file) // Создаётся файл countries.json с содержимым: {\u0026#34;name\u0026#34;: \u0026#34;Russia\u0026#34;, \u0026#34;phone_code\u0026#34;: 7, \u0026#34;capital\u0026#34;: \u0026#34;Moscow\u0026#34;, \u0026#34;currency\u0026#34;: \u0026#34;RUB\u0026#34;} Возможно сериализовать любой объект, поддерживаемый форматом json, например число, список, строку и т.д\rindent, sort_keys и separators #\rФункции записи dumps() и dump() имеют необязательные аргументы indent, sort_keys и separators, которые можно использовать для более удобного чтения человеком.\nАргумент indent задает отступ от левого края. По умолчанию имеет значение None для более компактного представления без отступов. Если значением indent является строка, то она используется в качестве отступа.\nАргумент sort_keys задает сортировку ключей в результирующем json. По умолчанию имеет значение False для более быстрого выполнения. Если установить значение аргумента в True, то ключи будут отсортированы в алфавитном порядке, что особенно удобно, когда ключей много.\nАргумент separators задает кортеж, состоящий из двух элементов (item_separator, key_separator), которые представляют разделители для элементов и ключей. По умолчанию аргумент имеет значение (', ', ': ').\nimport json data = {\u0026#39;name\u0026#39;: \u0026#39;Russia\u0026#39;, \u0026#39;phone_code\u0026#39;: 7, \u0026#39;capital\u0026#39;: \u0026#39;Moscow\u0026#39;, \u0026#39;currency\u0026#39;: \u0026#39;RUB\u0026#39;} json_data1 = json.dumps(data) json_data2 = json.dumps(data, indent=3, separators=(\u0026#39;;\u0026#39;, \u0026#39; = \u0026#39;), sort_keys=True) print(json_data1) print(json_data2) # Вывод:\r{\u0026#34;name\u0026#34;: \u0026#34;Russia\u0026#34;, \u0026#34;phone_code\u0026#34;: 7, \u0026#34;capital\u0026#34;: \u0026#34;Moscow\u0026#34;, \u0026#34;currency\u0026#34;: \u0026#34;RUB\u0026#34;}\r{\r\u0026#34;capital\u0026#34; = \u0026#34;Moscow\u0026#34;;\r\u0026#34;currency\u0026#34; = \u0026#34;RUB\u0026#34;;\r\u0026#34;name\u0026#34; = \u0026#34;Russia\u0026#34;;\r\u0026#34;phone_code\u0026#34; = 7\r} Функция loads() #\rДля десериализации данных нужно использовать функцию loads(). Ее аргумент — это строка с данными в формате json.\nimport json json_data = \u0026#39;{\u0026#34;name\u0026#34;: \u0026#34;Russia\u0026#34;, \u0026#34;phone_code\u0026#34;: 7, \u0026#34;capital\u0026#34;: \u0026#34;Moscow\u0026#34;, \u0026#34;currency\u0026#34;: \u0026#34;RUB\u0026#34;}\u0026#39; data = json.loads(json_data) print(type(data)) print(data) # Вывод:\r\u0026lt;class \u0026#39;dict\u0026#39;\u0026gt;\r{\u0026#39;name\u0026#39;: \u0026#39;Russia\u0026#39;, \u0026#39;phone_code\u0026#39;: 7, \u0026#39;capital\u0026#39;: \u0026#39;Moscow\u0026#39;, \u0026#39;currency\u0026#39;: \u0026#39;RUB\u0026#39;} В случае если строка для десериализации содержит данные с ошибкой, то модуль json не сможет правильно прочитать такую строку, и программа завершится с ошибкой json.decoder.JSONDecodeError\rФункция load() #\rВ отличие от функции loads(), которая в качестве аргумента принимает строку с данными в формате json, функция load() принимает файловый объект и возвращает его десериализованное содержимое.\nПусть файл data.json имеет следующее содержимое:\n{ \u0026#34;name\u0026#34;: \u0026#34;Russia\u0026#34;, \u0026#34;phone_code\u0026#34;: 7, \u0026#34;capital\u0026#34;: \u0026#34;Moscow\u0026#34;, \u0026#34;cities\u0026#34;: [\u0026#34;Abakan\u0026#34;, \u0026#34;Almetyevsk\u0026#34;, \u0026#34;Anadyr\u0026#34;, \u0026#34;Anapa\u0026#34;, \u0026#34;Arkhangelsk\u0026#34;, \u0026#34;Astrakhan\u0026#34;], \u0026#34;currency\u0026#34;: \u0026#34;RUB\u0026#34; } Тогда следующий код преобразует data.json в словарь data и выведет его элементы:\nimport json with open(\u0026#39;data.json\u0026#39;) as file: data = json.load(file) # передаем файловый объект for key, value in data.items(): if type(value) == list: print(f\u0026#39;{key}: {\u0026#34;, \u0026#34;.join(value)}\u0026#39;) else: print(f\u0026#39;{key}: {value}\u0026#39;) # Вывод:\rname: Russia\rphone_code: 7\rcapital: Moscow\rcities: Abakan, Almetyevsk, Anadyr, Anapa, Arkhangelsk, Astrakhan\rcurrency: RUB Типы данных в json #\rМодуль json автоматически определяет тип значения при десериализации. Такая автоматическая работа с типами данных выгодно отличает json от csv, при работе с которым таких автоматических преобразований нет.\nВажно также понимать, что при преобразовании данных в формат JSON, данные не всегда будут того же типа, что исходные данные в Python. Например, кортежи при записи в JSON превращаются в списки. Так происходит из-за того, что в JSON используются другие типы данных, и не для всех типов данных Python есть соответствия.\nТаблица конвертации типов данных Python в JSON:\nPython JSON dict object list, tuple array str string int, float number True true False false None null Таблица конвертации JSON в типы данных Python:\nJSON Python object dict array list string str number (int) int number (real) float true True false False null None Ограничение по типам данных #\rВ формат JSON нельзя записать словарь, у которого ключи – кортежи. Поэтому есть необязательный аргумент skipkeys, который игнорирует элементы с подобными ключами:\nimport json data = { \u0026#39;beegeek\u0026#39;: 2018, (\u0026#39;Timur\u0026#39;, \u0026#39;Guev\u0026#39;): 29, (\u0026#39;Arthur\u0026#39;, \u0026#39;Kharisov\u0026#39;): 20, \u0026#39;stepik\u0026#39;: 2013 } json_data = json.dumps(data, skipkeys=True) # преобразуем dict в json print(json_data) # Вывод:\r{\u0026#34;beegeek\u0026#34;: 2018, \u0026#34;stepik\u0026#34;: 2013} В JSON ключами словаря могут быть только строки. Но, если в словаре Python использовались числа, булевы значения или None, то ошибки не будет, вместо этого они будут преобразованы в строки.\rКириллические символы в json #\rВывод следующего кода может вызвать смущение:\nimport json data = {\u0026#39;firstName\u0026#39;: \u0026#39;Иван\u0026#39;, \u0026#39;lastName\u0026#39;: \u0026#39;Иванов\u0026#39;} s = json.dumps(data) print(s) # Вывод:\r{\u0026#34;firstName\u0026#34;: \u0026#34;\\u0418\\u0432\\u0430\\u043d\u0026#34;, \u0026#34;lastName\u0026#34;: \u0026#34;\\u0418\\u0432\\u0430\\u043d\\u043e\\u0432\u0026#34;} Каждая буква из строк Иван и Иванов будет заменена на её код. Эти коды стандартны, и код для каждой из букв индивидуален. Например 0438 — код буквы и. Обратное преобразование из строки в словарь вернет закодированное значение в первоначальный вид.\nС помощью необязательного аргумента ensure_ascii функций dumps() и dump() можно отказаться от такого кодирования:\nimport json data = {\u0026#39;firstName\u0026#39;: \u0026#39;Тимур\u0026#39;, \u0026#39;lastName\u0026#39;: \u0026#39;Гуев\u0026#39;} s = json.dumps(data, ensure_ascii=False) print(s) result = json.loads(s) print(result) # Вывод:\r{\u0026#34;firstName\u0026#34;: \u0026#34;Тимур\u0026#34;, \u0026#34;lastName\u0026#34;: \u0026#34;Гуев\u0026#34;}\r{\u0026#39;firstName\u0026#39;: \u0026#39;Тимур\u0026#39;, \u0026#39;lastName\u0026#39;: \u0026#39;Гуев\u0026#39;} Python преобразует такую строку обратно в словарь без проблем (поскольку использует Unicode по умолчанию), но нужно помнить, что это может привести к проблемам с преобразованием в программах, написанных на других языках программирования.\n","date":"9 июля 2024","externalUrl":null,"permalink":"/HFK_website/posts/csv_json/","section":"Конспекты","summary":"Управление текстовыми файлами формата csv, tsv, dtv, json в языке программирования Python\rФормат CSV #\rCSV (от англ.","title":"Работа с csv и json файлами в Python","type":"posts"},{"content":"\rКратко про потоковый ввод stdin и потоковый вывод stdout. Что это и для чего нужно, как с этим работать\rПотоковый ввод #\rsys.stdin – это специальный объект (итератор) в программе, куда попадает весь текст, который ввёл пользователь. Потоком его называют потому, что данные хранятся в нём до тех пор, пока программа их не прочитала. Таким образом, данные поступают в программу и временно сохраняются в потоке ввода (sys.stdin), а программа может забрать их оттуда, например, с помощью встроенной функции input(). В момент прочтения, данные пропадают из потока ввода, так как он хранит их до тех пор, пока они не будут прочитаны.\nДля работы с потоками необходимо подключить модуль sys: import sys.\nС помощью потока ввода можно в одну строчку кода прочитать весь пользовательский ввод в список. Примеры: data = [line.strip() for line in sys.stdin] или data = list(map(str.strip, sys.stdin)).\nИз stdin можно считать сразу все строки с помощью методов read() и readlines(). К слову, потоковый ввод тем и удобен, что не нужно беспокоиться о количестве введённых строк, ведь работать можно со всем сразу.\nПотоковый вывод #\rАналогичным образом можно работать с потоковым выводом (sys.stdout). По умолчанию функция print() перенаправляет вывод данных именно в sys.stdout, но всё же мы и сами можем писать в него.\nimport sys print(\u0026#39;Hello\u0026#39;) sys.stdout.write(\u0026#39;world!\u0026#39;) print(\u0026#39;from\u0026#39;) sys.stdout.write(\u0026#39;python\\n\u0026#39;) print(\u0026#39;Bye-bye\u0026#39;) # Вывод:\rHello\rworld!from\rpython\rBye-bye Функция print() добавляет перевод на новую строку, а явная запись данных в sys.stdout с помощью метода write() нет. Чтобы добавить перевод на новую строку, мы используем стандартный символ \\n. Также нужно иметь в виду, что при использовании потока вывода нужно самостоятельно преобразовывать данные к строковому типу данных (функция print() это делает автоматически).\n","date":"3 июля 2024","externalUrl":null,"permalink":"/HFK_website/posts/stdin_stdout/","section":"Конспекты","summary":"Кратко про потоковый ввод stdin и потоковый вывод stdout.","title":"Потоковый ввод и вывод","type":"posts"},{"content":"","date":"30 июня 2024","externalUrl":null,"permalink":"/HFK_website/tags/calendar/","section":"Tags","summary":"","title":"Calendar","type":"tags"},{"content":"","date":"30 июня 2024","externalUrl":null,"permalink":"/HFK_website/tags/datatypes/","section":"Tags","summary":"","title":"Datatypes","type":"tags"},{"content":"","date":"30 июня 2024","externalUrl":null,"permalink":"/HFK_website/tags/time/","section":"Tags","summary":"","title":"Time","type":"tags"},{"content":"\rБольше модулей для работы с временем и датой, измерение времени выполнения программы.\rМодуль time #\rДля использования: import time\nВ Python помимо встроенного модуля datetime есть еще модуль time, который обычно используется для работы с текущим временем.\nЕго работа основывается на общепринятой системе описания времени. Согласно ее концепции, текущее время представляется в виде обыкновенного вещественного значения в секундах, прошедших с момента начала эпохи (полночь 1 января 1970 года) и до сегодняшнего дня.\nВозможности модуля:\nотображает информацию о времени, прошедшем с начала эпохи преобразовывает значение системного времени в удобный вид прерывает выполнение программы на заданное количество секунд измеряет время выполнения программы или её отдельных модулей datetime.time и модуль time – не одно и то же!\rФункция time() #\rВозвращает количество секунд, прошедших с начала эпохи:\nimport time seconds = time.time() # получаем количество прошедших секунд в виде float числа print(\u0026#39;Количество секунд с начала эпохи =\u0026#39;, seconds) # Вывод: Количество секунд с начала эпохи = 1630387918.354396 Функция ctime() #\rДля того чтобы получить текущую дату в более удобном для человека виде, нужно использовать функцию ctime(), которая принимает в качестве аргумента количество секунд, прошедших с начала эпохи, и возвращает строку, представляющую собой локальное время:\nimport time local_time = time.ctime(time.time()) # аналогично local_time = time.ctime() print(local_time) # Вывод: текущая дата и время на вашем пк Если вызвать ctime() без аргументов, результат будет аналогичным\rФункция sleep() #\rИспользуется для добавления задержки в выполнение программы. В качестве аргумента принимает количество секунд (secs) – задержка в секундах. secs может быть как int, так и float\nimport time print(\u0026#39;Before the sleep statement\u0026#39;) time.sleep(3) print(\u0026#39;After the sleep statement\u0026#39;) Функция sleep() нередко используется для тестирования кода и намеренного внесения задержек на различных этапах выполнения программы\rИзмерение времени выполнения программы #\rЧтобы найти время выполнения программы или её части, достаточно посчитать разницу времени в секундах между точкой старта и местом, где она завершается. Пример:\nimport time start_time = time.time() for i in range(5): time.sleep(1) end_time = time.time() elapsed_time = end_time - start_time print(f\u0026#39;Время работы программы = {elapsed_time}\u0026#39;) # Вывод: Время работы программы = 5.022884845733643 Несмотря на простоту вышеописанного подхода, использовать его в серьезных целях, где требуется точный и независимый от операционной системы (ОС) результат, не рекомендуется. Все дело в том, что числовое значение времени, получаемое таким образом, может иметь погрешности за счет внутренних особенностей работы компьютера, в среде которого выполняется программа. Более того, системные часы могут быть подкорректированы вручную пользователем во время выполнения программы.\nБывает так, что очередной вызов функции time() вернет значение меньше, чем значение, полученное при предыдущем вызове.\rФункция monotonic() #\rДля измерения времени выполнения программы идеально подходит функция monotonic(), так как ее результат не зависит от корректировки системных часов и других внешних условий.\nimport time start_time = time.monotonic() for i in range(5): time.sleep(1) end_time = time.monotonic() elapsed_time = end_time - start_time print(f\u0026#39;Время работы программы = {elapsed_time}\u0026#39;) # Вывод: Время работы программы = 5.0 Функция perf_counter() #\rДля самого точного измерения времени выполнения программы следует использовать функцию perf_counter(). Данная функция использует таймер с наибольшим доступным разрешением, что делает эту функцию отличным инструментом для измерения времени выполнения кода на коротких интервалах.\nimport time start_time = time.perf_counter() for i in range(5): time.sleep(1) end_time = time.perf_counter() elapsed_time = end_time - start_time print(f\u0026#39;Время работы программы = {elapsed_time}\u0026#39;) # Вывод: Время работы программы = 5.042140900040977 Замечания #\rПри сравнении разных способов выполнить одно и то же действие, было замерено время выполнения каждого. Вот некоторые интересные замечания, которые мне хотелось бы выделить:\nПо сравнению с собственными реализациями, функция factorial() из модуля math выполняется быстрее, так как реализована на языке C. Списочные выражения (или же list comprehensions) выполняются быстрее, чем использование цикла for на пару с методом append. В случае если требуется создать список на основе итерируемого объекта или коллекции без какого-либо изменения элементов, то лучшим вариантом будет функция list(). Тип данных struct_time #\rЕдинственный тип данных, который имеется в модуле time – struct_time. Он представляет собой именованный кортеж, содержащий информацию о времени. Структура представления времени struct_time чем-то похожа на уже изученный тип datetime.\nИменованные кортежи будут описаны подробнее в следующих конспектах\rИменованный кортеж struct_time состоит из следующих атрибутов:\nНомер индекса Атрибут Значение 0 tm_year диапазон от 0000 до 9999 1 tm_mon диапазон от 1 до 12 2 tm_mday диапазон от 1 до 31 3 tm_hour диапазон от 0 до 23 4 tm_min диапазон от 0 до 59 5 tm_sec диапазон от 0 до 61 (високосная секунда) 6 tm_wday диапазон от 0 до 6, понедельник=0 7 tm_yday диапазон от 1 до 366 8 tm_isdst значения -1, 0, 1 N/A tm_zone сокращение названия часового пояса N/A tm_gmtoff смещение к востоку от UTC в секундах Создавать объекты типа struct_time можно на основе кортежа:\nimport time time_tuple = (2021, 8, 31, 5, 31, 58, 1, 243, 0) time_obj = time.struct_time(time_tuple) На практике же редко приходится собственноручно создавать объекты этого типа. Обычно используют функции модуля time, которые сами создают и оперируют ими.\nФункция localtime() #\rlocaltime() принимает в качестве аргумента количество секунд, прошедших с начала эпохи, и возвращает кортеж struct_time в локальном времени.\nЕсли функции localtime() передан аргумент None, вернется значение time()\rimport time result = time.localtime(1630387918) print(\u0026#39;Результат:\u0026#39;, result) print(\u0026#39;Год:\u0026#39;, result.tm_year) print(\u0026#39;Месяц:\u0026#39;, result.tm_mon) print(\u0026#39;День:\u0026#39;, result.tm_mday) print(\u0026#39;Час:\u0026#39;, result.tm_hour) # Вывод:\rРезультат: time.struct_time(tm_year=2021, tm_mon=8, tm_mday=31, tm_hour=8, tm_min=31, tm_sec=58, tm_wday=1, tm_yday=243, tm_isdst=0)\rГод: 2021\rМесяц: 8\rДень: 31\rЧас: 8 Также мы могли бы обращаться к данным именованого кортежа по индексам. К примеру, print('Год:', result[0]), вывел бы ту же строку, что и print('Год:', result.tm_year) в коде выше.\nФункция gmtime() #\rgmtime() принимает в качестве аргумента количество секунд, прошедших с начала эпохи, и возвращает кортеж struct_time в UTC.\nЕсли функции gmtime() передан аргумент None, также вернется значение time()\rФункция mktime() #\rmktime() принимает struct_time (или кортеж, содержащий 9 значений, относящихся к этому типу) в качестве аргумента и возвращает количество секунд, прошедших с начала эпохи, в местном времени.\nimport time time_tuple = (2021, 8, 31, 5, 31, 58, 1, 243, 0) time_obj = time.mktime(time_tuple) print(\u0026#39;Локальное время в секундах:\u0026#39;, time_obj) # Вывод: Локальное время в секундах: 1630377118.0 Функция mktime() является обратной к функции localtime(). Посмотрим на пример этой связи:\nimport time seconds = 1630377118 time_obj = time.localtime(seconds) # возвращает struct_time print(time_obj) time_seconds = time.mktime(time_obj) # возвращает секунды из struct_time print(time_seconds) # Вывод:\rtime.struct_time(tm_year=2021, tm_mon=8, tm_mday=31, tm_hour=5, tm_min=31, tm_sec=58, tm_wday=1, tm_yday=243, tm_isdst=0)\r1630377118.0 Если кортеж с неправильной длиной или имеющий элементы неправильного типа передаётся функции, ожидающей struct_time, возникает ошибка TypeError!\rФункция asctime() #\rasctime() принимает struct_time (или кортеж, содержащий 9 значений, относящихся к этому типу) в качестве аргумента и возвращает строку, представляющую собой дату и время.\nimport time time_tuple = (2021, 8, 31, 5, 31, 58, 1, 243, 0) result = time.asctime(time_tuple) print(\u0026#39;Результат:\u0026#39;, result) # Вывод: Результат: Tue Aug 31 05:31:58 2021 Форматированный вывод #\rФункции ctime() и asctime() имеют практически одинаковый функционал, за тем исключением, что первая функция принимает количество прошедших от начала эпохи секунд, а вторая принимает struct_time (или соответствующий кортеж). Обе функции представляют время в более удобном виде, благодаря автоматическому форматированию. Однако, автоматическое форматирование не всегда то, что нужно, поскольку может показаться чересчур сложным для восприятия, либо же недостаточно информативным. Именно поэтому функции strftime() и strptime() модуля time позволяют создавать свои уникальные типы форматирования.\nstrftime() принимает строку с некоторым набором правил для форматирования и объект struct_time (или соответствующий кортеж) в качестве аргументов и возвращает строку с датой в зависимости от использованного формата: import time time_obj = time.localtime() result = time.strftime(\u0026#39;%d.%m.%Y, %H:%M:%S\u0026#39;, time_obj) print(result) # Вывод: 01.09.2021, 08:50:32 strptime() делает разбор строки в зависимости от использованного формата и возвращает объект struct_time: import time time_string = \u0026#39;1 September, 2021\u0026#39; result = time.strptime(time_string, \u0026#39;%d %B, %Y\u0026#39;) print(result) # Вывод: time.struct_time(tm_year=2021, tm_mon=9, tm_mday=1, tm_hour=0, tm_min=0, tm_sec=0, tm_wday=2, tm_yday=244, tm_isdst=-1) При этом строка time_string должна полностью соответствовать формату %d %B, %Y, в противном случае возникнет исключение ValueError!\rМодуль calendar #\rДля использования: import calendar\nПо умолчанию модуль calendar следует григорианскому календарю, где понедельник является первым днём недели (номер 0), а воскресенье – последним (номер 6). В отличии от предыдущих модулей date и time, которые также предоставляют функции, связанные с календарём, модуль calendar предоставляет основные функции, связанные с отображением и манипулированием календарями.\nАтрибуты calendar #\rАтрибут calendar.day_name возвращает итерируемый объект, содержащий названия дней недели на английском языке: import calendar for name in calendar.day_name: print(name) # Вывод:\rMonday\rTuesday\rWednesday\rThursday\rFriday\rSaturday\rSunday Атрибут calendar.day_abbr возвращает итерируемый объект, содержащий сокращенные названия дней недели: import calendar, locale for name in calendar.day_abbr: print(name, end=\u0026#39; \u0026#39;) locale.setlocale(locale.LC_ALL, \u0026#39;ru_RU.UTF-8\u0026#39;) print() for name in calendar.day_abbr: print(name, end=\u0026#39; \u0026#39;) # Вывод:\rMon Tue Wed Thu Fri Sat Sun\rПн Вт Ср Чт Пт Сб Вс Атрибут calendar.month_name возвращает итерируемый объект, содержащий названия месяцев года: import calendar, locale english_names = list(calendar.month_name) print(english_names) locale.setlocale(locale.LC_ALL, \u0026#39;ru_RU.UTF-8\u0026#39;) russian_names = list(calendar.month_name) print(russian_names) # Вывод:\r[\u0026#39;\u0026#39;, \u0026#39;January\u0026#39;, \u0026#39;February\u0026#39;, \u0026#39;March\u0026#39;, \u0026#39;April\u0026#39;, \u0026#39;May\u0026#39;, \u0026#39;June\u0026#39;, \u0026#39;July\u0026#39;, \u0026#39;August\u0026#39;, \u0026#39;September\u0026#39;, \u0026#39;October\u0026#39;, \u0026#39;November\u0026#39;, \u0026#39;December\u0026#39;]\r[\u0026#39;\u0026#39;, \u0026#39;Январь\u0026#39;, \u0026#39;Февраль\u0026#39;, \u0026#39;Март\u0026#39;, \u0026#39;Апрель\u0026#39;, \u0026#39;Май\u0026#39;, \u0026#39;Июнь\u0026#39;, \u0026#39;Июль\u0026#39;, \u0026#39;Август\u0026#39;, \u0026#39;Сентябрь\u0026#39;, \u0026#39;Октябрь\u0026#39;, \u0026#39;Ноябрь\u0026#39;, \u0026#39;Декабрь\u0026#39;] Атрибут month_name соответствует обычному соглашению, что январь – это месяц номер 1, поэтому список имеет длину в 13 элементов, первый из которых – пустая строка\rАтрибут calendar.month_abbr возвращает итерируемый объект, содержащий сокращенные названия месяцев года: import calendar, locale english_names = list(calendar.month_abbr) print(english_names) locale.setlocale(locale.LC_ALL, \u0026#39;ru_RU.UTF-8\u0026#39;) russian_names = list(calendar.month_abbr) print(russian_names) # Вывод:\r[\u0026#39;\u0026#39;, \u0026#39;Jan\u0026#39;, \u0026#39;Feb\u0026#39;, \u0026#39;Mar\u0026#39;, \u0026#39;Apr\u0026#39;, \u0026#39;May\u0026#39;, \u0026#39;Jun\u0026#39;, \u0026#39;Jul\u0026#39;, \u0026#39;Aug\u0026#39;, \u0026#39;Sep\u0026#39;, \u0026#39;Oct\u0026#39;, \u0026#39;Nov\u0026#39;, \u0026#39;Dec\u0026#39;]\r[\u0026#39;\u0026#39;, \u0026#39;янв\u0026#39;, \u0026#39;фев\u0026#39;, \u0026#39;мар\u0026#39;, \u0026#39;апр\u0026#39;, \u0026#39;май\u0026#39;, \u0026#39;июн\u0026#39;, \u0026#39;июл\u0026#39;, \u0026#39;авг\u0026#39;, \u0026#39;сен\u0026#39;, \u0026#39;окт\u0026#39;, \u0026#39;ноя\u0026#39;, \u0026#39;дек\u0026#39;] Объекты, доступные по атрибутам day_name, day_abbr, month_name и month_abbr, поддерживают индексацию\rДля получения номеров дней недели можно использовать атрибуты: MONDAY, TUESDAY, ..., SUNDAY. К примеру, print(calendar.MONDAY) выведет 0. Функции calendar #\rФункция setfirstweekday() устанавливает заданный день недели в качестве начала недели. Например, чтобы установить первый будний день воскресенье, мы используем код: import calendar calendar.setfirstweekday(calendar.SUNDAY) Функция firstweekday() возвращает целое число, означающее день недели, установленное в качестве начала недели: import calendar print(calendar.firstweekday()) calendar.setfirstweekday(calendar.SUNDAY) print(calendar.firstweekday()) # Вывод:\r0\r6 Функция isleap() возвращает True, если год високосен, иначе – False.\nФункция leapdays(y1, y2) возвращает количество високосных лет в диапазоне от y1 до y2 (не включая), где y1 и y2 – годы:\nimport calendar print(calendar.leapdays(2020, 2025)) # Вывод: 2 Функция weekday(year, month, day) возвращает день недели в виде целого числа (где 0 – понедельник, 6 – воскресенье) для заданной даты. Аргументы функции year – год начиная с 1970, month – месяц в диапазоне 1-12, day – число в диапазоне 1-31: import calendar print(calendar.weekday(2021, 9, 1)) # среда print(calendar.weekday(2021, 9, 2)) # четверг # Вывод:\r2\r3 Функция monthrange(year, month) возвращает день недели первого дня месяца и количество дней в месяце в виде кортежа для указанного года year и месяца month import calendar print(calendar.monthrange(2022, 1)) # январь 2022 года print(calendar.monthrange(2021, 9)) # сентябрь 2021 года # Вывод:\r(5, 31)\r(2, 30) Функция monthcalendar(year, month) возвращает матрицу, представляющую календарь на месяц. Каждая строка матрицы представляет неделю: import calendar print(*calendar.monthcalendar(2021, 9), sep=\u0026#39;\\n\u0026#39;) # Вывод:\r[0, 0, 1, 2, 3, 4, 5]\r[6, 7, 8, 9, 10, 11, 12]\r[13, 14, 15, 16, 17, 18, 19]\r[20, 21, 22, 23, 24, 25, 26]\r[27, 28, 29, 30, 0, 0, 0] Дни, которые не входят в указанный месяц, представлены нулями. При этом каждая неделя начинается с понедельника, если не установлено другое функцией ​​setfirstweekday()\rФункция month(year, month, w=0, l=0) возвращает календарь на месяц в многострочной строке. Аргументами функции являются: year (год), month (месяц), w (ширина столбца даты) и l (количество строк, отводимые на неделю). Аргументы w и l имеют значения по умолчанию, поэтому их можно не передавать явно при вызове функции\rimport calendar print(calendar.month(2021, 9)) print(calendar.month(2021, 10)) print(calendar.month(2021, 9, w=3)) print(calendar.month(2021, 9, l=2)) print(calendar.month(2021, 9, w=5, l=2)) # Вывод:\rSeptember 2021\rMo Tu We Th Fr Sa Su\r1 2 3 4 5\r6 7 8 9 10 11 12\r13 14 15 16 17 18 19\r20 21 22 23 24 25 26\r27 28 29 30\rOctober 2021\rMo Tu We Th Fr Sa Su\r1 2 3\r4 5 6 7 8 9 10\r11 12 13 14 15 16 17\r18 19 20 21 22 23 24\r25 26 27 28 29 30 31\rSeptember 2021\rMon Tue Wed Thu Fri Sat Sun\r1 2 3 4 5\r6 7 8 9 10 11 12\r13 14 15 16 17 18 19\r20 21 22 23 24 25 26\r27 28 29 30\rSeptember 2021\rMo Tu We Th Fr Sa Su\r1 2 3 4 5\r6 7 8 9 10 11 12\r13 14 15 16 17 18 19\r20 21 22 23 24 25 26\r27 28 29 30\rSeptember 2021\rMon Tue Wed Thu Fri Sat Sun\r1 2 3 4 5\r6 7 8 9 10 11 12\r13 14 15 16 17 18 19\r20 21 22 23 24 25 26\r27 28 29 30 Функция calendar(year, w=2, l=1, c=6, m=3) возвращает календарь на весь год в виде многострочной строки. Аргументами функции являются: year (год), w (ширина столбца даты), l (количество строк, отводимые на неделю), c (количество пробелов между столбцом месяца) и m (количество столбцов). Аргументы w, l, c, m имеют значения по умолчанию, поэтому их можно не передавать явно при вызове функции\rimport calendar print(calendar.calendar(2021)) # Вывод:\r2021\rJanuary February March\rMo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su\r1 2 3 1 2 3 4 5 6 7 1 2 3 4 5 6 7\r4 5 6 7 8 9 10 8 9 10 11 12 13 14 8 9 10 11 12 13 14\r11 12 13 14 15 16 17 15 16 17 18 19 20 21 15 16 17 18 19 20 21\r18 19 20 21 22 23 24 22 23 24 25 26 27 28 22 23 24 25 26 27 28\r25 26 27 28 29 30 31 29 30 31\rApril May June\rMo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su\r1 2 3 4 1 2 1 2 3 4 5 6\r5 6 7 8 9 10 11 3 4 5 6 7 8 9 7 8 9 10 11 12 13\r12 13 14 15 16 17 18 10 11 12 13 14 15 16 14 15 16 17 18 19 20\r19 20 21 22 23 24 25 17 18 19 20 21 22 23 21 22 23 24 25 26 27\r26 27 28 29 30 24 25 26 27 28 29 30 28 29 30\r31\rJuly August September\rMo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su\r1 2 3 4 1 1 2 3 4 5\r5 6 7 8 9 10 11 2 3 4 5 6 7 8 6 7 8 9 10 11 12\r12 13 14 15 16 17 18 9 10 11 12 13 14 15 13 14 15 16 17 18 19\r19 20 21 22 23 24 25 16 17 18 19 20 21 22 20 21 22 23 24 25 26\r26 27 28 29 30 31 23 24 25 26 27 28 29 27 28 29 30\r30 31\rOctober November December\rMo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su\r1 2 3 1 2 3 4 5 6 7 1 2 3 4 5\r4 5 6 7 8 9 10 8 9 10 11 12 13 14 6 7 8 9 10 11 12\r11 12 13 14 15 16 17 15 16 17 18 19 20 21 13 14 15 16 17 18 19\r18 19 20 21 22 23 24 22 23 24 25 26 27 28 20 21 22 23 24 25 26\r25 26 27 28 29 30 31 29 30 27 28 29 30 31 Функция prmonth(theyear, themonth, w=0, l=0) печатает календарь на месяц, возвращенный функцией month(theyear, themonth, w=0, l=0). Функция prcal(year, w=0, l=0, c=6, m=3) печатает календарь на весь год, возвращенный функцией calendar(year, w=0, l=0, c=6, m=3)\nСледующие два блока кода эквиваленты:\nimport calendar calendar.prmonth(2021, 9) calendar.prcal(2021) import calendar print(calendar.month(2021, 9)) print(calendar.calendar(2021)) Они выводят:\nSeptember 2021\rMo Tu We Th Fr Sa Su\r1 2 3 4 5\r6 7 8 9 10 11 12\r13 14 15 16 17 18 19\r20 21 22 23 24 25 26\r27 28 29 30\r2021\rJanuary February March\rMo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su\r1 2 3 1 2 3 4 5 6 7 1 2 3 4 5 6 7\r4 5 6 7 8 9 10 8 9 10 11 12 13 14 8 9 10 11 12 13 14\r11 12 13 14 15 16 17 15 16 17 18 19 20 21 15 16 17 18 19 20 21\r18 19 20 21 22 23 24 22 23 24 25 26 27 28 22 23 24 25 26 27 28\r25 26 27 28 29 30 31 29 30 31\rApril May June\rMo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su\r1 2 3 4 1 2 1 2 3 4 5 6\r5 6 7 8 9 10 11 3 4 5 6 7 8 9 7 8 9 10 11 12 13\r12 13 14 15 16 17 18 10 11 12 13 14 15 16 14 15 16 17 18 19 20\r19 20 21 22 23 24 25 17 18 19 20 21 22 23 21 22 23 24 25 26 27\r26 27 28 29 30 24 25 26 27 28 29 30 28 29 30\r31\rJuly August September\rMo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su\r1 2 3 4 1 1 2 3 4 5\r5 6 7 8 9 10 11 2 3 4 5 6 7 8 6 7 8 9 10 11 12\r12 13 14 15 16 17 18 9 10 11 12 13 14 15 13 14 15 16 17 18 19\r19 20 21 22 23 24 25 16 17 18 19 20 21 22 20 21 22 23 24 25 26\r26 27 28 29 30 31 23 24 25 26 27 28 29 27 28 29 30\r30 31\rOctober November December\rMo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su\r1 2 3 1 2 3 4 5 6 7 1 2 3 4 5\r4 5 6 7 8 9 10 8 9 10 11 12 13 14 6 7 8 9 10 11 12\r11 12 13 14 15 16 17 15 16 17 18 19 20 21 13 14 15 16 17 18 19\r18 19 20 21 22 23 24 22 23 24 25 26 27 28 20 21 22 23 24 25 26\r25 26 27 28 29 30 31 29 30 27 28 29 30 31 ","date":"30 июня 2024","externalUrl":null,"permalink":"/HFK_website/posts/date_and_time_2/","section":"Конспекты","summary":"Больше модулей для работы с временем и датой, измерение времени выполнения программы.","title":"Работа с датой и временем. Часть 2","type":"posts"},{"content":"","date":"16 июня 2024","externalUrl":null,"permalink":"/HFK_website/tags/date/","section":"Tags","summary":"","title":"Date","type":"tags"},{"content":"","date":"16 июня 2024","externalUrl":null,"permalink":"/HFK_website/tags/datetime/","section":"Tags","summary":"","title":"Datetime","type":"tags"},{"content":"\rМодули и типы данных для работы со временем, датой и временными промежутками в языке программирования Python. Локализация.\rТипы данных date и time #\rДля удобной работы с датой и временем в Python есть модуль datetime. Он состоит из нескольких типов данных. Благодаря их наличию, программист получает доступ ко многим полезным функциям:\nполучение текущих системных даты и времени; вычисление разницы между датами и другие арифметические операции над ними; сравнение даты и времени; форматированный вывод информации о дате и времени. Типы данных модуля datetime #\rНазвание типа\nданных Характеристика date Представляет собой информацию о дате на основе Григорианского календаря time Представляет собой информацию о времени datetime Содержит информацию о времени и дате на основе Григорианского календаря timedelta Описывает определённый период во времени, который находится между двумя различными моментами tzinfo Представляет различные сведения о часовом поясе timezone Содержит информацию о времени в формате UTC Тип данных date #\rДля использования: from datetime import date.\nТип данных (класс) date используется для представления данных о дате и включает информацию о годе, месяце и дне.\nПри создании новой даты нужно указать год, месяц и день. При этом, как и положено, нельзя указать значение day большее 31 и/или значение month большее 12:\nfrom datetime import date my_date = date(1992, 10, 6) # тип date: год + месяц + день print(my_date) print(type(my_date)) # Вывод:\r1992-10-06\r\u0026lt;class \u0026#39;datetime.date\u0026#39;\u0026gt; Получить доступ к отдельным составляющим даты можно с помощью атрибутов year, month, day:\nfrom datetime import date my_date = date(1992, 10, 6) print(\u0026#39;Год =\u0026#39;, my_date.year) print(\u0026#39;Месяц =\u0026#39;, my_date.month) print(\u0026#39;День =\u0026#39;, my_date.day) # Вывод:\rГод = 1992\rМесяц = 10\rДень = 6 Метод today() нужен, чтобы получить текущую дату с компьютера: today_date = date.today()\nС помощью метода weekday() можно определить день недели (нумерация начинается с нуля: 0=понедельник, 1=вторник, \u0026hellip;, 6=воскресенье).\nЕсли нужна нумерация с единицы, можно воспользоваться методом isoweekday().\nАтрибуты min и max используются, чтобы получить минимальную и максимальную соответственно возможную дату (в рамках типа данных date):\nfrom datetime import date print(date.min) print(date.max) # Вывод:\r0001-01-01\r9999-12-31 Метод fromordinal() позволяет создать дату из номера дня, начиная с 0001-01-01, а метод toordinal(), наоборот, преобразует дату в номер дня:\nfrom datetime import date date1 = date.fromordinal(365) date2 = date(1999, 12, 26) print(date1) print(date2.toordinal()) # Вывод:\r0001-12-31\r730114 Тип данных time #\rДля использования: from datetime import time\nТип данных (класс) time используется для представления данных о времени и включает информацию о часах, минутах, секундах и микросекундах (одна милионная доля секунды).\nПри создании времени нужно указать часы, минуты, секунды и микросекунды. При этом, значение hour не может быть больше 23, а значение second больше 59:\nfrom datetime import time my_time = time(11, 20, 54, 1234) # тип time: часы + минуты + секунды + микросекунды print(my_time) print(type(my_time)) # Вывод:\r11:20:54.001234\r\u0026lt;class \u0026#39;datetime.time\u0026#39;\u0026gt; В отличие от дат (тип данных date), чтобы создать объект типа time, необязательно указывать все его атрибуты в конструкторе. Недостающие данные о времени автоматически заполняются нулями.\nТак же, как и при работе с типом данных date, пользуясь типом time, можно получать доступ к отдельным значениям созданного времени: часам, минутам, секундам и микросекундам с помощью атрибутов hour, minute, second, microsecond:\nfrom datetime import time my_time = time(11, 20, 54, 1234) print(\u0026#39;Часы =\u0026#39;, my_time.hour) print(\u0026#39;Минуты =\u0026#39;, my_time.minute) print(\u0026#39;Секунды =\u0026#39;, my_time.second) print(\u0026#39;Микросекунды =\u0026#39;, my_time.microsecond) # Вывод:\rЧасы = 11\rМинуты = 20\rСекунды = 54\rМикросекунды = 1234 В случае использования неверного значения для атрибутов (year, month, day и т.д.) вознакает ошибка (исключение) ValueError.\rСвязь дат и времени #\rdate и time можно сравнивать с помощью операторов ==, !=, \u0026lt;, \u0026gt;, \u0026lt;= и \u0026gt;=:\nfrom datetime import date, time date1 = date(2022, 10, 15) date2 = date(1999, 12, 26) time1 = time(13, 10, 5) time2 = time(21, 32, 59) print(date1 \u0026lt; date2) print(time1 \u0026lt; time2) # Вывод:\rFalse\rTrue При работе с этими типами данных можно использовать встроенные функции min(), max() и sorted():\nfrom datetime import date dates = [date(2021, 12, 31), date(2025, 3, 19), date(2017, 5, 25)] print(min(dates)) print(max(dates)) print(sorted(dates)) # Вывод:\r2017-05-25\r2025-03-19\r[datetime.date(2017, 5, 25), datetime.date(2021, 12, 31), datetime.date(2025, 3, 19)] Оба типа данных date и time являются неизменяемыми\rФункции str() и repr() #\rВстроенная функция str() возвращает объект в неформальном (понятном человеку) строковом представлении. В следующем коде str() вызывается неявно и преобразует указанные объекты в понятный нам вид:\nfrom datetime import date, time my_date = date(2021, 12, 31) my_time = time(11, 20, 54) print(str(my_date)) # Аналогичен коду print(my_date) print(str(my_time)) # Аналогичен коду print(my_time) # Вывод:\r2021-12-31\r11:20:54 Встроенная функция repr() возвращает объект в формальном (понятном интерпретатору) строковом представлении:\nprint(repr(my_date)) print(repr(my_time)) # Вывод:\rdatetime.date(2021, 12, 31)\rdatetime.time(11, 20, 54) Для встроенных типов данных при печати одиночного значения объекта явно вызывать функцию str() не требуется, однако при печати списка таких объектов может произойти следующее:\nfrom datetime import date dates = [date(2021, 12, 31), date(2019, 10, 6), date(2022, 11, 8)] # список дат print(dates) # Вывод: [datetime.date(2021, 12, 31), datetime.date(2019, 10, 6), datetime.date(2022, 11, 8)] Поэтому, если нам нужно вывести дату или время в нормальном виде, нужно воспользоваться распаковкой (str() также будет вызвана неявно):\nprint(*dates, sep=\u0026#39;, \u0026#39;) # Вывод: 2021-12-31, 2019-10-06, 2022-11-08 Форматирование даты и времени #\rПо умолчанию вывод даты и времени осуществляется в ISO формате:\nдата имеет вид: YYYY-MM-DD время имеет вид: HH:MM:SS или HH:MM:SS.ffffff Для форматированного вывода даты и времени используется метод strftime() (для обоих типов date и time):\nfrom datetime import date, time my_date = date(2021, 8, 10) my_time = time(7, 18, 34) print(my_date) # вывод в ISO формате print(my_time) # вывод в ISO формате print(my_date.strftime(\u0026#39;%d/%m/%y\u0026#39;)) # форматированный вывод даты print(my_date.strftime(\u0026#39;%A %d, %B %Y\u0026#39;)) # форматированный вывод даты print(my_time.strftime(\u0026#39;%H.%M.%S\u0026#39;)) # форматированный вывод времени # Вывод:\r2021-08-10\r07:18:34\r10/08/21\rTuesday 10, August 2021\r07.18.34 Таблица аргументов параметра:\nФормат Значение Пример %a Сокращённое название дня недели Sun, Mon, …, Sat (en_US)\nПн, Вт, \u0026hellip;, Вс (ru_RU) %A Полное название дня недели Sunday, Monday, …, Saturday (en_US)\nпонедельник, \u0026hellip;, воскресенье (ru_RU) %w Номер дня недели [0, …, 6] 0, 1, …, 6 (0=воскресенье, 6=суббота) %d День месяца [01, …, 31] 01, 02, …, 31 %b Сокращенное название месяца Jan, Feb, …, Dec (en_US);\nянв, \u0026hellip;, дек (ru_RU) %B Полное название месяца January, February, …, December (en_US);\nЯнварь, \u0026hellip;, Декабрь (ru_RU) %m Номер месяца [01, …,12] 01, 02, …, 12 %y Год без века [00, …, 99] 00, 01, …, 99 %Y Год с веком 0001, 0002, …, 2013, 2014, …, 9999\nВ Linux год выводится без ведущих нулей:\n1, 2, …, 2013, 2014, …, 9999 %H Час (24-часовой формат) [00, …, 23] 00, 01, …, 23 %I Час (12-часовой формат) [01, …, 12] 01, 02, …, 12 %p До полудня или после (при 12-часовом формате) AM, PM (en_US) %M Число минут [00, …, 59] 00, 01, …, 59 %S Число секунд [00, …, 59] 00, 01, …, 59 %f Число микросекунд 000000, 000001, …, 999999 %z Разница с UTC в формате ±HHMM[SS[.ffffff]] +0000, -0400, +1030, +063415, \u0026hellip; %Z Временная зона UTC, EST, CST %j День года [001,366] 001, 002, …, 366 %U Номер недели в году (неделя начинается с воскр.).\nНеделя, предшествующая первому воскресенью, является нулевой. [00, …, 53] 00, 01, …, 53 %W Номер недели в году (неделя начинается с пон.).\nНеделя, предшествующая первому понедельнику, является нулевой. [00, …, 53] 00, 01, …, 53 %c Дата и время Tue Aug 16 21:30:00 1988 (en_US);\n03.01.2019 23:18:32 (ru_RU) %x Дата 08/16/88 (None); 08/16/1988 (en_US);\n03.01.2019 (ru_RU) %X Время 21:30:00 При форматировании даты все временные характеристики сбрасываются в минимально возможные (нулевые значения). Аналогично при форматировании времени все характеристики даты сбрасываются в минимально возможные:\nfrom datetime import date, time my_date = date(2021, 8, 10) my_time = time(7, 18, 34) print(my_date.strftime(\u0026#39;%a %A %w %d %b %B %m %y %Y %H %I %p %M %S %f %z %Z %j %U %W %c %x %X\u0026#39;)) print(my_time.strftime(\u0026#39;%a %A %w %d %b %B %m %y %Y %H %I %p %M %S %f %z %Z %j %U %W %c %x %X\u0026#39;)) # Вывод:\rTue Tuesday 2 10 Aug August 08 21 2021 00 12 AM 00 00 000000 222 32 32 Tue Aug 10 00:00:00 2021 08/10/21 00:00:00\rMon Monday 1 01 Jan January 01 00 1900 07 07 AM 18 34 000000 001 00 01 Mon Jan 1 07:18:34 1900 01/01/00 07:18:34 Для создания новой даты на основе уже существующей можно использовать метод replace(). Он возвращает новую дату с переданными изменёнными значениями атрибутов year, month, day: from datetime import date date1 = date(1992, 10, 6) date2 = date1.replace(year=1995) # заменяем год date3 = date1.replace(month=12, day=17) # заменяем месяц и число print(date1) print(date2) print(date3) # Вывод:\r1992-10-06\r1995-10-06\r1992-12-17 Аналогичным способом можно создать и новое время на основе существующего.\rДля того, чтобы получить строковое представление объектов типа date и time в ISO формате, можно воспользоваться методом isoformat(): from datetime import date, time my_date = date(2021, 12, 31) my_time = time(21, 15, 17) print(\u0026#39;Дата: \u0026#39; + my_date.isoformat()) # Аналогично коду print(\u0026#39;Дата: \u0026#39; + str(my_date)) print(\u0026#39;Время: \u0026#39; + my_time.isoformat()) # Аналогично коду print(\u0026#39;Дата: \u0026#39; + str(my_time)) # Вывод:\rДата: 2021-12-31\rВремя: 21:15:17 А чтобы преобразовать строку из ISO формата в объект date или time, можно воспользоваться методом fromisoformat(). Использование локализации #\rДля использования: import locale\nПриведённый ниже код устанавливает русскую локализацию:\nfrom datetime import date import locale locale.setlocale(locale.LC_ALL, \u0026#39;ru_RU.UTF-8\u0026#39;) my_date = date(2021, 8, 10) print(my_date.strftime(\u0026#34;%A %d, %B %Y\u0026#34;)) # форматированный вывод даты в русской локализации # Вывод: вторник 10, Август 2021 Тип данных datetime #\rДля использования: from datetime import datetime\nЭтот тип данных позволяет работать одновременно и с датой, и с временем. Он является неизменяемым. При создании новой даты-времени (тип datetime) нужно указать год, месяц, день, часы, минуты, секунды и микросекунды. При этом год, месяц и день являются обязательными, а часы, минуты, секунды и микросекунды необязательными:\nfrom datetime import datetime my_datetime = datetime(1992, 10, 6, 9, 40, 23, 51204) # создаем полную дату-время only_date = datetime(2021, 12, 31) # создаем дату-время с нулевой временной информацией print(my_datetime) print(only_date) print(type(my_datetime)) # Вывод:\r1992-10-06 09:40:23.051204\r2021-12-31 00:00:00\r\u0026lt;class \u0026#39;datetime.datetime\u0026#39;\u0026gt; Так же, как и при работе с типами date и time, в datetime с помощью атрибутов (year, month, day, hour, minute, second и microsecond) можно получать доступ к отдельным значениям созданной даты-времени: годам, месяцам, дням, часам, минутам, секундам и микросекундам:\nfrom datetime import datetime my_datetime = datetime(1992, 10, 6, 9, 40, 23, 51204) print(\u0026#39;Год =\u0026#39;, my_datetime.year) print(\u0026#39;Месяц =\u0026#39;, my_datetime.month) print(\u0026#39;День =\u0026#39;, my_datetime.day) print(\u0026#39;Часы =\u0026#39;, my_datetime.hour) print(\u0026#39;Минуты =\u0026#39;, my_datetime.minute) print(\u0026#39;Секунды =\u0026#39;, my_datetime.second) print(\u0026#39;Микросекунды =\u0026#39;, my_datetime.microsecond) # Вывод:\rГод = 1992\rМесяц = 10\rДень = 6\rЧасы = 9\rМинуты = 40\rСекунды = 23\rМикросекунды = 51204 Тип данных datetime наследует весь функционал (атрибуты и методы) от типа date\rМетоды datetime #\rСформировать новый объект типа datetime можно с помощью двух разных объектов, представляющих дату и время (date и time). Для этого используется метод combine(): from datetime import date, time, datetime my_date = date(1992, 10, 6) my_time = time(10, 45, 17) my_datetime = datetime.combine(my_date, my_time) print(my_datetime) # Вывод: 1992-10-06 10:45:17 Если же, наоборот, нужно из datetime получить date и time, то используются методы date() и time() соответственно: from datetime import datetime my_datetime = datetime(2022, 10, 7, 14, 15, 45) my_date = my_datetime.date() # получаем только дату (тип date) my_time = my_datetime.time() # получаем только время (тип time) print(my_datetime, type(my_datetime)) print(my_date, type(my_date)) print(my_time, type(my_time)) Метод now() используется для получения локального времени: from datetime import datetime print(datetime.now()) print(datetime.utcnow()) При этом, если нужно отобразить код определённого часового пояса, рекомендуется использовать код:\nimport datetime as dt print(dt.datetime.now(dt.timezone.utc)) Метод today() аналогичен методу now(), но рекомендуется использовать именно метод now().\nМетод timestamp() преобразует объект типа datetime в количество секунд, прошедших с начала эпохи (возвращает значение типа float), а метод fromtimestamp(), наоборот, преобразует количество секунд, прошедших с начала эпохи, в datetime (возвращает объект datetime в локальном часовом поясе).\nПри работе с объектами типа datetime мы также можем использовать функции min(), max(), sorted() и операторы сравнения.\nЕсли нужно создать новый объект datetime на основании уже существующего, можно использовать метод replace(), который вернёт новый объект datetime с переданными изменёнными значениями атрибутов:\nfrom datetime import datetime datetime1 = datetime(1992, 10, 6, 10, 12, 45) datetime2 = datetime1.replace(year=1995, month=12) datetime3 = datetime1.replace(day=17, hour=14, minute=37) print(datetime1) print(datetime2) print(datetime3) # Вывод:\r1992-10-06 10:12:45\r1995-12-06 10:12:45\r1992-10-17 14:37:45 Форматирование datetime #\rКак и объекты типа date и time, datetime выводится в формате ISO 8601. Для преобразования в строку нужного формата нужно использовать старый-добрый метод strftime():\nfrom datetime import datetime my_datetime = datetime(2021, 8, 10, 18, 20, 34) print(my_datetime) # вывод в ISO формате print(my_datetime.strftime(\u0026#39;%d.%m.%y --- %H::%M::%S\u0026#39;)) print(my_datetime.strftime(\u0026#39;%d/%m/%y\u0026#39;)) print(my_datetime.strftime(\u0026#39;%A %d, %B %Y\u0026#39;)) print(my_datetime.strftime(\u0026#39;%H:%M:%S\u0026#39;)) # Вывод:\r2021-08-10 18:20:34\r10.08.21 --- 18::20::34\r10/08/21\rTuesday 10, August 2021\r18:20:34 Аргументы, которые можно передать в strftime() уже были приведены в виде таблицы в параграфе \u0026ldquo;Форматирование даты и времени\u0026rdquo;.\nЕсли нужно получить представление даты-времени в ISO формате, можно воспользоваться методом isoformat() или функцией str():\nfrom datetime import datetime my_datetime = datetime(1992, 10, 6, 10, 12, 45) print(my_datetime.isoformat()) print(str(my_datetime)) # Вывод:\r1992-10-06T10:12:45\r1992-10-06 10:12:45 Преобразование строки в datetime #\rПреобразовать строку в объект типа datetime можно:\nВручную, используя split(); С помощью метода strptime(). Второй способ компактнее и читабельнее, поэтому поощряется в большей степени. Метод strptime() принимает два аргумента: первый – строку, второй – формат\nstrptime() – это парсер, который превращает произвольную строку в объект типа datetime\nstrftime() – это форматтер, который превращает объект datetime в строку заданного формата\rfrom datetime import datetime datetime0 = datetime.strptime(\u0026#39;10.08.2034 13:55:59\u0026#39;, \u0026#39;%d.%m.%Y %H:%M:%S\u0026#39;) datetime1 = datetime.strptime(\u0026#39;10/08/21\u0026#39;, \u0026#39;%d/%m/%y\u0026#39;) datetime2 = datetime.strptime(\u0026#39;Tuesday 10, August 2021\u0026#39;, \u0026#39;%A %d, %B %Y\u0026#39;) datetime3 = datetime.strptime(\u0026#39;18.20.34\u0026#39;, \u0026#39;%H.%M.%S\u0026#39;) datetime4 = datetime.strptime(\u0026#39;2021/08/10\u0026#39;, \u0026#39;%Y/%m/%d\u0026#39;) datetime5 = datetime.strptime(\u0026#39;10.08.2021 (Tuesday, August)\u0026#39;, \u0026#39;%d.%m.%Y (%A, %B)\u0026#39;) datetime6 = datetime.strptime(\u0026#39;Year: 2021, Month: 08, Day: 10, Hour: 18.\u0026#39;, \u0026#39;Year: %Y, Month: %m, Day: %d, Hour: %H.\u0026#39;) print(datetime0, datetime1, datetime2, datetime3, datetime4, datetime5, datetime6, sep=\u0026#39;\\n\u0026#39;) print(my_datetime) # Вывод:\r2034-08-10 13:55:59\r2021-08-10 00:00:00\r2021-08-10 00:00:00\r1900-01-01 18:20:34\r2021-08-10 00:00:00\r2021-08-10 00:00:00\r2021-08-10 18:00:00 Первый аргумент должен соответствовать формату второго аргумента. Иначе возникнет исключение ValueError\rfrom datetime import datetime my_datetime = datetime.strptime(\u0026#39;10/08/2034 13:55:59\u0026#39;, \u0026#39;%d.%m.%Y %H:%M:%S\u0026#39;) print(my_datetime) # Вывод: ValueError: time data \u0026#39;10/08/2034 13:55:59\u0026#39; does not match format \u0026#39;%d.%m.%Y %H:%M:%S\u0026#39; При создании объекта datetime из строки с помощью метода strptime() необязательно, чтобы строка содержала год, месяц и день, в отличие от ручного создания этого объекта\rТип данных timedelta #\rТип данных timedelta представляет собой временной интервал (разница между двумя объектами datetime или date) и используется для удобного выполнения различных манипуляций над типами datetime или date. Он, как и предыдущие, неизменяем.\nПри создании объекта timedelta можно указать следующие аргументы: недели (weeks), дни (days), часы (hours), минуты (minutes), секунды (seconds), миллисекунды (milliseconds), микросекунды (microseconds). Все они являются необязательными и по умолчанию равны нулю.\nfrom datetime import timedelta delta = timedelta(days=7, hours=20, minutes=7, seconds=17) print(delta) print(type(delta)) # Вывод:\r7 days, 20:07:17\r\u0026lt;class \u0026#39;datetime.timedelta\u0026#39;\u0026gt; Аргументы могут быть целыми числами или же числами с плавающей точкой, кроме того они могут быть отрицательными\rtimedelta хранит только days, seconds, microseconds, в то время как остальные переданные аргументы сводятся к ним по следующим правилам:\nmilliseconds преобразуется в 1000 microseconds minutes в 60 seconds hours в 3600 seconds weeks в 7 days Сами атрибуты days, seconds и microseconds имеют ограничения и нормализуются так, чтобы представление было уникальным:\n0 \u0026lt;= microseconds \u0026lt; 1000000 0 \u0026lt;= seconds \u0026lt; 3600*24 (количество секунд в одном дне) -999999999 \u0026lt;= days \u0026lt;= 999999999 Пример:\nfrom datetime import timedelta delta1 = timedelta(days=50, seconds=27, microseconds=10, milliseconds=29000, minutes=5, hours=8, weeks=2) delta2 = timedelta(weeks=1, hours=23, minutes=61) delta3 = timedelta(hours=25) delta4 = timedelta(minutes=300) print(delta1, delta2, delta3, delta4, sep=\u0026#39;\\n\u0026#39;) # Вывод:\r64 days, 8:05:56.000010\r8 days, 0:01:00\r1 day, 1:00:00\r5:00:00 Также timedelta может представлять собой отрицательный временной интервал:\nfrom datetime import timedelta delta1 = timedelta(minutes=-40) delta2 = timedelta(seconds=-10, weeks=-2) print(delta1) print(delta2) # Вывод:\r-1 day, 23:20:00\r-15 days, 23:59:50 В первом случае, если мы сложим -1 день с временем 23:20, то как раз получим введённые -40 минут. Аналогично и со вторым примером.\nОбъект timedelta не хранит отрицательное число секунд и микросекунд, но может хранить отрицательное количество дней\rЕсли нужно получить из отрицательного значения timedelta положительное, можно использовать встроенную функцию abs():\nfrom datetime import timedelta delta = timedelta(days=-2, minutes=-300) abs_delta = abs(delta) print(\u0026#39;Исходная:\u0026#39;, delta.days, delta.seconds, delta, sep=\u0026#39;\\n\u0026#39;) print(\u0026#39;С модулем:\u0026#39;, abs_delta.days, abs_delta.seconds, abs_delta, sep=\u0026#39;\\n\u0026#39;) # Вывод:\rИсходная:\r-3\r68400\r-3 days, 19:00:00\rС модулем:\r2\r18000\r2 days, 5:00:00 Для преобразования timedelta к строковому типу можно использовать встроенные функции str() и repr() (первая вызывается автоматически при печати значения объекта этого типа):\nfrom datetime import timedelta delta1 = timedelta(weeks=1, hours=23, minutes=61) delta2 = timedelta(minutes=-300) print(str(delta1), str(delta2), sep=\u0026#39;\\n\u0026#39;) print(repr(delta1), repr(delta2), sep=\u0026#39;\\n\u0026#39;) 8 days, 0:01:00\r-1 day, 19:00:00\rdatetime.timedelta(days=8, seconds=60)\rdatetime.timedelta(days=-1, seconds=68400) Метод total_seconds() #\rtotal_seconds() возвращает общее количество секунд, содержащееся во временном интервале timedelta\nУ типа timedelta нет атрибутов hours, minutes и week, поэтому, чтобы получить, к примеру, часы и минуты, можно воспользоваться следующим кодом:\ndef hours_minutes(td): return td.seconds // 3600, (td.seconds // 60) % 60 Сравнение временных интервалов #\rОбъекты типа timedelta можно сравнивать между собой, как и любые другие.\nНо если временной интервал сравнивается с другим типом данных операторами \u0026lt;, \u0026gt;, \u0026lt;=, \u0026gt;=, возникает ошибка (исключение) TypeError.\rОперации с timedelta #\rСложение и разность временных интервалов: from datetime import timedelta delta1 = timedelta(days=5) + timedelta(seconds=3600) # 5 дней + 1 час delta2 = timedelta(days=5) - timedelta(seconds=3600) # 5 дней - 1 час print(delta1) print(delta2) # Вывод:\r5 days, 1:00:00\r4 days, 23:00:00 Умножение интервала на число: from datetime import timedelta delta1 = 48 * timedelta(hours=1) delta2 = timedelta(weeks=1) * (3/7) print(delta1) print(delta2) 2 days, 0:00:00\r3 days, 0:00:00 При умножении интервала на float число может произойти округление!\rДеление интервала на число from datetime import timedelta delta = timedelta(hours=1, minutes=6) delta1 = delta / 2 delta2 = delta // 5 print(delta1) print(delta2) # Вывод:\r0:33:00\r0:13:12 Деление временных интервалов друг на друга. По сути общая длительность первого интервала делится на общую длительность второго (которые вычисляются методом total_seconds()): from datetime import timedelta delta1 = timedelta(weeks=1) / timedelta(hours=5) # обычное деление, результат float delta2 = timedelta(weeks=1) // timedelta(hours=5) # целочисленное деление, результат int print(delta1) print(delta2) # Вывод:\r33.6\r33 Также можно найти остаток от деления двух интервалов, при этом вернётся объект timedelta:\nfrom datetime import timedelta delta1 = timedelta(weeks=1) % timedelta(hours=5) # 3 часа delta2 = timedelta(hours=1) % timedelta(minutes=7) # 4 минуты print(delta1) print(delta2) # Вывод:\r3:00:00\r0:04:00 Операции с datetime и date #\rК объектам типа datetime и date можно прибавлять (вычитать) временные интервалы, формируя новые объекты тех же типов данных:\nfrom datetime import datetime, date, timedelta my_datetime1 = datetime(2021, 1, 1, 12, 15, 20) + timedelta(weeks=1, hours=25) my_datetime2 = datetime(2021, 1, 1, 12, 15, 20) - timedelta(weeks=1, hours=25) my_date1 = date(2021, 1, 1) + timedelta(hours=49) my_date2 = date(2021, 1, 1) - timedelta(hours=49) print(my_datetime1, my_datetime2, my_date1, my_date2, sep=\u0026#39;\\n\u0026#39;) # Вывод:\r2021-01-09 13:15:20\r2020-12-24 11:15:20\r2021-01-03\r2020-12-30 При прибавлении timedelta к data неполные сутки отбрасываются\rПри вычитании объектов date или datetime получается объект timedelta:\nfrom datetime import datetime, date, timedelta delta1 = datetime(2021, 1, 1, 12, 15, 20) - datetime(2020, 5, 1, 10, 5, 10) delta2 = date(2020, 2, 29) - date(2019, 9, 1) delta3 = date(2019, 9, 1) - date(2020, 2, 29) print(type(delta1)) print(type(delta2)) print(type(delta3)) # Вывод:\r\u0026lt;class \u0026#39;datetime.timedelta\u0026#39;\u0026gt;\r\u0026lt;class \u0026#39;datetime.timedelta\u0026#39;\u0026gt;\r\u0026lt;class \u0026#39;datetime.timedelta\u0026#39;\u0026gt; ","date":"16 июня 2024","externalUrl":null,"permalink":"/HFK_website/posts/date_and_time_1/","section":"Конспекты","summary":"Модули и типы данных для работы со временем, датой и временными промежутками в языке программирования Python.","title":"Работа с датой и временем. Часть 1","type":"posts"},{"content":"\rКраткое описание мини-проекта HFK\rHFK (Hungry for Knowledge) – онлайн-ресурс, содержащий конспекты, статьи и проекты автора, охватывающие спектр тем, связанных с программированием и не только.\nЦели проекта: предоставить удобный доступ к материалам и создать портфолио.\nПланы на будущее: разместить проект, связанный с языком программирования Python; сделать свою первую полноценную статью.\nПроект HFK был выполнен с помощью генератора статических сайтов Hugo и темы Blowfish.\n","date":"14 июня 2024","externalUrl":null,"permalink":"/HFK_website/about/","section":"🎉","summary":"Краткое описание мини-проекта HFK\rHFK (Hungry for Knowledge) – онлайн-ресурс, содержащий конспекты, статьи и проекты автора, охватывающие спектр тем, связанных с программированием и не только.","title":"Hungry for Knowledge","type":"page"},{"content":"","date":"12 июня 2024","externalUrl":null,"permalink":"/HFK_website/authors/","section":"🎉","summary":"","title":"Авторы","type":"page"},{"content":"","date":"25 мая 2024","externalUrl":null,"permalink":"/HFK_website/tags/paradigms/","section":"Tags","summary":"","title":"Paradigms","type":"tags"},{"content":"\rВсё о парадигмах программирования: особенности, механизмы, какие языки поддерживают и т.д.\rИмперативное программирование #\rВычислительная техника создавалась для решения математических задач – расчета баллистических траекторий, численного решения уравнений и т.д. Для этого же предназначены первые языки программирования, такие как Fortran, Алгол, реализованные в парадигме императивного программирования.\nХарактеристики:\nв исходном коде программы записаны инструкции (команды); инструкции должны выполняться последовательно; данные, полученные при выполнении инструкции, могут записываться в память; данные, получаемые при выполнении предыдущих инструкций, могут читаться из памяти последующими инструкциями. Основные механизмы управления:\nпоследовательное исполнение команд; использование именованных переменных; использование оператора присваивания; использование ветвления (оператор if); использование безусловного перехода (оператор goto). Ключевой идеей императивного программирования является работа с переменными, как с временным хранением данных в оперативной памяти.\nСтруктурное программирование #\rСтрук­тур­ная парадигма программирования на­це­ле­на на со­кра­ще­ние вре­ме­ни раз­ра­бот­ки и уп­ро­ще­ние под­держ­ки про­грамм за счёт ис­поль­зо­ва­ния блоч­ных опе­ра­то­ров и под­про­грамм. От­ли­чительная чер­та струк­тур­ных про­грамм – от­каз от опе­ра­то­ра безусловного пе­ре­хо­да (goto), который широко использовался в 1970-х годах.\nОсновные механизмы управления:\nпоследовательное исполнение команд; использование именованных переменных; использование оператора присваивания; использование ветвления (оператор if); использование циклов; использование подпрограмм (функций). Парадигму структурного программирования предложил нидерландский ученый Эдсгер Дейкстра.\rОбъектно-ориентированное программирование #\rВ объектно-ориентированной парадигме про­грам­ма раз­би­ва­ет­ся на объ­ек­ты – струк­ту­ры дан­ных, со­стоя­щие из по­лей, опи­сы­ваю­щих со­стоя­ние, и ме­то­дов – функций, при­ме­няе­мых к объ­ек­там для изме­не­ния или за­про­са их со­стоя­ния.\nОбъ­ект­но-ори­ен­ти­ро­ван­ную парадигму программирования под­дер­жи­ваю­т:\nPython; C#; Java; C++; JavaScript; и другие. Основные механизмы управления:\nабстракция; класс; объект; полиморфизм; инкапсуляция; наследование. Декларативное программирование #\rДекларативное программирование – парадигма программирования, в которой задаётся спецификация решения задачи, то есть описывается ожидаемый результат, а не способ его получения. Противоположностью декларативного является императивное программирование, при котором на том или ином уровне детализации требуется описание последовательности шагов для решения задачи. В качестве примеров декларативных языков обычно приводят HTML и SQL. При создании HTML с помощью тегов описывается, какую нужно получить страничку в браузере, а не то, как нарисовать на экране заголовок статьи, оглавление и текст.\nК подвидам декларативного программирования также зачастую относят функциональное и логическое программирование. Несмотря на то, что программы на таких языках нередко содержат алгоритмические составляющие, архитектура в императивном понимании (как нечто отдельное от кодирования) в них также отсутствует: схема программы является непосредственно частью исполняемого кода.\nЛогическое программирование #\rПри использовании логического программирования программа содержит описание проблемы в терминах фактов и логических формул, а решение проблемы система находит с помощью механизмов логического вывода.\nВ конце 60-х годов XX века Корделл Грин предложил использовать резолюцию как основу логического программирования. Алан Колмеро создал язык логического программирования Prolog в 1971 году. Логическое программирование пережило пик популярности в середине 80-х годов XX века, когда было положено в основу проекта разработки программного и аппаратного обеспечения вычислительных систем пятого поколения.\nВажное его преимущество – достаточно высокий уровень машинной независимости, а также возможность откатов, возвращения к предыдущей подцели при отрицательном результате анализа одного из вариантов в процессе поиска решения.\nОдин из концептуальных недостатков логического подхода – специфичность класса решаемых задач.\nНедостаток практического характера – сложность эффективной реализации для принятия решений в реальном времени, скажем, для систем жизнеобеспечения.\nФункциональное программирование #\rОсновной инструмент функционального программирования (ФП) – математические функции.\nМатематические функции выражают связь между исходными данными и итогом процесса. Процесс вычисления также имеет вход и выход, поэтому функция – вполне подходящее и адекватное средство описания вычислений. Именно этот простой принцип положен в основу функциональной парадигмы программирования.\nФункциональное программирование – декларативная парадигма программирования.\rФункциональная программа – набор определений функций. Функции определяются через другие функции или рекурсивно через самих себя. При выполнении программы функции получают аргументы, вычисляют и возвращают результат, при необходимости вычисляя значения других функций.\nОсновные идеи функционального программирования:\nнеизменяемые переменные – в функциональном программировании можно определить переменную, но изменить ее значение нельзя; чистая функция – это функция, результат работы которой предсказуем. При вызове с одними и теми же аргументами, такая функция всегда вернет одно и то же значение. Про такие функции говорят, что они не вызывают побочных эффектов; функции высшего порядка – могут принимать другие функции в качестве аргумента или возвращать их; рекурсия – поддерживается многими языками программирования, а для функционального программирования обязательна. Дело в том, что в языках ФП отсутствуют циклы, поэтому для повторения операций служит рекурсия. Использование рекурсии в языках ФП оптимизировано, и происходит быстрее, чем в языках императивного программирования; лямбда-выражения – способ определения анонимных функциональных объектов. Сильные стороны функционального программирования:\nповышеная надёжность кода; удобство организации модульного тестирования; возможности оптимизации при компиляции; возможности параллелизма. Недостатки: отсутствие присваиваний и замена их на порождение новых данных приводят к необходимости постоянного выделения и автоматического освобождения памяти, поэтому в системе исполнения функциональной программы обязательным компонентом становится высокоэффективный сборщик мусора.\n","date":"25 мая 2024","externalUrl":null,"permalink":"/HFK_website/posts/programming_paradigms/","section":"Конспекты","summary":"Всё о парадигмах программирования: особенности, механизмы, какие языки поддерживают и т.","title":"Парадигмы программирования","type":"posts"},{"content":"","date":"20 мая 2024","externalUrl":null,"permalink":"/HFK_website/tags/algorythms/","section":"Tags","summary":"","title":"Algorythms","type":"tags"},{"content":"","date":"20 мая 2024","externalUrl":null,"permalink":"/HFK_website/tags/big-o/","section":"Tags","summary":"","title":"Big O","type":"tags"},{"content":"\rВсё про нотацию Big O на примерах базовых колллекций в Python\rBig O – нотация, использующаяся в программировании, информатике для описания сложности алгоритмов. Она характеризует, как быстро растёт время выполнения алгоритма с ростом объёма входных данных, используя для оценки верхнюю границу (наихудший исход).\nПримеры нотаций Big O в порядке убывания скорости выполнения соответствующих им алгоритмов:\nO(1): Константная сложность. Читется как \u0026ldquo;сложность порядка 1\u0026rdquo;. Время выполнения алгоритма не зависит от размера входных данных, т.е. если даже алгоритм выполняется постоянно в 3 шага, то он будет не O(3), а O(1). Является идеальной с точки зрения производительности, однако зачастую недостижима.\nПримеры:\nДоступ к элементу в массиве по индексу; Вставка или удаление элемента в конец списка (очереди) фиксированной длины. O(log n): Логарифмическая сложность. Время выполнения алгоритма растет медленно с увеличением размера входных данных. Например, бинарный поиск в отсортированном массиве.\nПример:\nБинарный поиск. В этом алгоритме на каждом шаге половина данных отсекается, и поиск продолжается в оставшейся половине. Это означает, что при увеличении размера входных данных вдвое, бинарный поиск требует всего одного дополнительного шага. O(n): Линейная сложность. Читается как \u0026ldquo;сложность порядка n\u0026rdquo;. Время выполнения алгоритма пропорционально размеру входных данных.\nПример:\nПоиск максимального значения в списке: def find_max(my_list): max_num = my_list[0] for i in range(len(my_list)): if my_list[i] \u0026gt; max_num: max_num = my_list[i] return max_num O(n log n): Линейно-логарифмическая сложность. Время выполнения алгоритма растет быстрее, чем линейно, но медленнее, чем квадратично.\nПример:\nСортировка слиянием. O(n^2): Квадратичная сложность.\nПримеры:\nСортировка пузырём; Поиск суммы всех пар элементов списка: def pairs_sum(my_list): summ = 0 for i in range(my_list): for j in range(my_list): summ += my_list[i] + my_list[j] return summ O(n^3): Кубическая сложность.\nПример:\nАлгоритмы, имеющие три вложенных цикла. O(2^n): Экспоненциальная сложность. Она обычно не является оптимальным решением из-за своей высокой вычислительной нагрузки при увеличении размера входных данных.\nПример:\nАлгоритмы, использующие рекурсию без оптимизации (рекурсивное вычисление чисел Фибоначчи). O(n!): Факториальная сложность. Это самая высокая степень роста времени выполнения алгоритма. Этот тип сложности встречается, например, при переборе всех возможных комбинаций элементов, что делает его чрезвычайно неэффективным для больших значений n.\nПример:\nПеребор всех перестановок элементов массива. График сложностей алгоритмов #\rНеусщественное не учитывается #\rПри оценке сложности алгоритмов лучше игнорировать константы и несущественные части, от которых скорость выполнения практически не зависит.\nНапример, при оценке 5n^2 + 3n + 2 можно откинуть 5, 3n, 2. В результате мы получим O(n^2).\nИли при оценке n^2 + n + log(n) оставляем самую значимую часть и получаем тот жеO(n^2).\nСложность операций в Python #\rРассмотрим некоторые операции, которые часто используют для базовых структур в языке программирования Python. n - размер структуры данных\nСписки: #\rОперация Пример Сложность Примечание Получение элемента l[i] O(1) Присваивание значения элементу l[i] = 0 O(1) Размер списка len(l) O(1) Добавление элемента в конец списка l.append(5) O(1) Скорее всего это неверно Удаление последнего элемента l.pop() O(1) Аналогично l.pop(-1) Очищение списка l.clear() O(1) Аналогично l = [] Добавление нескольких элементов l1.extend(l2) O(len(n)) Прямая зависимость с размером l2 Создание списка list(l) O(n) Прямая зависимость с разером l Получение среза l[a:b] O(n) O(a - b) Сравнение списков l1 == l2 O(n) Вставка через срез l[a:b] O(n) Проверка наличия элемента в списке x is/not in l O(n) Тот же перебор элементов Поверхностное копирвоание списка l.copy() O(n) Аналогично l[:] Удаление элемента через del del l[i] O(n) Перебор до совпадения индексов, а значит зависит от i Удаление элемента через remove l.remove(...) O(n) Удаление элемента через pop l.pop(i) O(n) O(n-i) Получение крайнего значения min(l)/max(l) O(n) Снова перебор элементов Получение обратного списка l.reverse() O(n) Перебор for i in l: O(n) Сортировка l.sort() O(n * log(n)) Или sorted(l) Умножение списка на константу k*l O(k*n) 5*l =\u0026gt; O(n), len(l)*l =\u0026gt; O(n^2) Кортежи: #\rНет смысла составлять таблицу, т.к. кортежи - те же самые списки, только неизменяемые. Поэтому к ним применимы все операции, не изменяющие структуру данных, и они имеют такие же нотации сложности, как и списки.\nМножества: #\rОперация Пример Сложность Примечание Размер множества len(s) O(1) Добавление элемента s.add(5) O(1) Проверка наличия элемента в множестве x is/not in s O(1) Удаления элемента через discard s.discard(...) O(1) Удаления элемента через remove s.remove(...) O(1) Удаления элемента через pop s.pop() O(1) Удаляемый элемент выбирается случайно Очищение множества s.clear() O(1) Аналогично s = set() Создание множества set(...) O(n) Сравнение множеств через ==, != s != t O(n) Сравнение множеств через \u0026lt;=, \u0026lt; s \u0026lt;= t O(n) Аналогично s.issubset(t) Сравнение множеств через \u0026gt;=, \u0026gt; s \u0026gt;= t O(n) Аналогично s.issuperset(t) Объединение s | t O(n) Аналогично s.union(t) Пересечение s \u0026amp; t O(n) Аналогично s.intersection(t) Разность s - t O(n) Аналогично s.difference(t) Симметрическая разность s ^ t O(n) Аналогично s.symmetric_difference(t) Перебор for i in s: O(n) Копирование s.copy() O(n) Неизменяемые множества #\rПоддерживают все операции обычного множества за исключением тех, который изменяют структуру данных, и имеют те же нотации сложности, как у изменяемых множеств.\nСловари #\rОперация Пример Сложность Примечание Получение элемента d[key] O(1) Добавление элемента/\nИзменение значения d[key] = val O(1) Размер словаря len(d) O(1) Удаление элемента через del del d[key] O(1) Удаление элемента через popitem d.popitem() O(1) Удаляемый элемент выбирается случайно Удаление элемента через pop d.pop(key) O(1) get() и setdefault() d.get(key) O(1) Очищение словаря d.clear O(1) Аналогично s = {} или s = dict() Получение списка ключей/значений d.keys() O(1) Создание словаря dict(...) O(n) Перебор элементов for key in d: O(n) Для .keys(), .values(), .items() Другие обозначения #\rКроме обозначения \u0026ldquo;Big O\u0026rdquo;, существуют другие обозначения для оценки сложности алгоритмов:\nBig Theta (Θ): Big Theta также оценивает верхнюю и нижнюю границы временной сложности алгоритма, но описывает точную сложность, а не только наихудший случай, как Big O. Θ(f(n)) обозначает, что время выполнения алгоритма ограничено функцией f(n) как сверху, так и снизу. Big Omega (Ω): Big Omega оценивает нижнюю границу временной сложности алгоритма. Ω(f(n)) говорит о том, что алгоритм выполнится не быстрее, чем функция f(n). Little O (o): Little O представляет собой верхнюю границу, которая строже, чем Big O. Если f(n) является o(g(n)), это означает, что время выполнения алгоритма ограничивается функцией g(n), но алгоритм работает быстрее, чем g(n). Little Omega (ω): Little Omega представляет собой нижнюю границу, которая строже, чем Big Omega. Если f(n) является ω(g(n)), это означает, что алгоритм работает медленнее, чем g(n), но не медленнее, чем f(n). ","date":"20 мая 2024","externalUrl":null,"permalink":"/HFK_website/posts/big_o/","section":"Конспекты","summary":"Всё про нотацию Big O на примерах базовых колллекций в Python\rBig O – нотация, использующаяся в программировании, информатике для описания сложности алгоритмов.","title":"Big O","type":"posts"},{"content":"\rУправление текстовыми и бинарными файлами в языке программирования Python\rПрограммы, которые мы писали до сих пор, требовали повторного ввода данных при каждом запуске, потому что, как только программа заканчивает свою работу, данные для переменных исчезают из оперативной памяти. Если их нужно сберечь между выполнениями программы, требуется запись. Данные записываются в файл, обычно сохраняющийся на диске компьютера.\nСохраненные в файле данные обычно остаются в нем после завершения работы программы, их можно позже извлечь и использовать.\nФайловый ввод и вывод #\rКогда программе нужно сохранить данные для дальнейшего использования, она пишет их в файл. Из файла записанные данные можно считать.\nПрограммисты называют такой процесс сохранения данных – запись данных в файл. Когда часть данных пишется в файл, она копируется из переменной, находящейся в оперативной памяти. Файл, куда сохраняются данные, называется файл вывода, потому что программа помещает в него выходные данные.\nПроцесс извлечения данных из файла называется чтением данных из файла. Данные считываются из файла ввода. Программа извлекает входные данные из этого файла. Когда порция данных считывается из файла, она копируется в оперативную память, где на нее ссылается переменная.\nКогда в программе используется файл, как правило требуется выполнить три шага:\nОткрыть файл. В процессе открытия файла создается связь между файлом и программой. Открытие файла вывода обычно создает файл на диске и позволяет программе записать в него данные. Открытие файла ввода позволяет программе прочитать данные из файла. Обработать файл. На этом шаге данные либо записываются в файл (если это файл вывода), либо считываются из файла (если это файл ввода). Закрыть файл. После использования файла программой его нужно закрыть, тем самым освободить ресурс и разорвать связь файла с программой. Типы файлов #\rСуществует два типа файлов: текстовые и двоичные (бинарные). Python позволяет работать с любыми из них.\nТекстовый файл содержит данные, которые были закодированы в виде текста при помощи такой схемы кодирования, как ASCII или Юникод. Даже если файл содержит числа, эти числа в файле хранятся как набор символов. В результате файл можно открыть и просмотреть в текстовом редакторе, таком как Блокнот.\nДвоичный файл содержит данные, которые не были преобразованы в текст. Данные, которые помещены в двоичный файл, предназначены только для чтения программой, и такой файл невозможно просмотреть в текстовом редакторе.\nМетоды доступа к файлам #\rБольшинство языков программирования обеспечивают два способа получения доступа к данным в файле:\nпоследовательный, прямой или произвольный. Последовательный, как при проигрывании кассет с записью на пленке, выдает порции информации одну за другой. При работе с таким файлом не получится перескочить сразу к нужной части данных, сначала придется прочитать все предыдущие.\nПри работе с файлом с прямым или произвольным доступом можно перескочить непосредственно к любой порции данных, не читая предыдущие. Как проигрыватель компакт-дисков или МР3-плеер перескакивает сразу к любой песне.\nКодировка файлов #\rКодировка UTF-8 самая распространенная, рекомендуется использовать именно ее в качестве кодировки по умолчанию для текстовых файлов. Она довольно сложная, и на кодирование одного символа может уходить до 6 байт.\nВ операционной системе Windows до сих пор используется однобайтовая кодировка Windows-1251. Чтобы избежать проблем при работе с текстовыми файлами в Windows нужно явно указывать кодировку.\nРабота с текстовыми файлами #\rОткрытие файла #\rФункция open() открывает файлы в Python. Она создает файловый объект и связывает его с файлом на диске.\nФормат применения: файловая_переменная = open(имя_файла, режим_доступа), где файловая_переменная – имя переменной, которая ссылается на файловый объект (такую переменную называют дескриптор файла); имя_файла – строковый литерал/ключ, задающий имя файла; режим_доступа – строковый литерал/ключ, задающий режим доступа.\nКлючи режима доступа:\nКлюч Режим Примечание 'r' Чтение В этом режиме файл не изменить 'w' Запись Если файл уже существует, содержимое стирается 'a' Добавление Открывает для записи. Добавляет данные в конец файла. Если файла не существует, он будет создан 'r+' Чтение и запись Частичная перезапись содержимого файла 'x' Создание Если файл существует, произойдёт ошибка Ключи режима обработки файлов:\nКлюч Режим 't' Тектовый 'b' Бинарный Чтобы открыть бинарный файл для чтения, можно воспользоваться следующим кодом: file = open('file.dat', 'rb').\nПо умолчанию режим доступа определён для чтения, поэтому, к примеру, файл students.txt можно открыть для чтения так: student_file = open('students.txt').\nАналогично, по умолчанию режим обработки определён как текстовый.\nПредположим, надо создать файл с именем sales.txt и записать в него данные о продажах. Это можно сделать так: sales_file = open('sales.txt', 'w')\nУказание места расположения файла #\rКогда в open() передается имя файла без указания пути, интерпретатор Python исходит из предположения, что место расположения файла то же, что у исполняемой программы (используется относительный путь).\nЕсли же требуется указать путь, то это можно сделать так: test_file = open('C:\\\\Users\\\\temp\\\\test.txt', 'w'). При этом вместо экранирования символа \\ можно воспользоваться \u0026ldquo;raw strings\u0026rdquo;: test_file = open(r'C:\\Users\\temp\\test.txt', 'w').\nКодировка #\rПри открытии файлов следует указывать его кодировку. Например, если открывается файл на русском языке, нужно использовать параметр encoding: file = open('info.txt', 'r', encoding='utf-8').\nЧтобы получить кодировку уже открытого файла, используют файловое свойство encoding:\nfile1 = open(\u0026#39;students.txt\u0026#39;, \u0026#39;w\u0026#39;) file2 = open(\u0026#39;customers.txt\u0026#39;, \u0026#39;w\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) print(file1.encoding) print(file2.encoding) file1.close() file2.close() # Вывод: cp1252 utf-8 Закрытие файлов #\rПосле окончания работы с файлом его необходимо закрыть по следующим причинам:\nесли файл изменялся, это позволит корректно его сохранить; если открытый файл потребуется другим программам, программа на Python может его блокировать; не стоит держать в памяти лишние, уже не нужные, данные; удалить открытый кем-то файл проблематично. Для закрытия файла используется метод close():\nfile = open(\u0026#39;info.txt\u0026#39;, \u0026#39;r\u0026#39;) file.close() Чтобы проверить открыт файл или закрыт можно использовать файловое свойство (атрибут) closed:\nfile1 = open(\u0026#39;students.txt\u0026#39;, \u0026#39;w\u0026#39;) file2 = open(\u0026#39;customers.txt\u0026#39;, \u0026#39;w\u0026#39;) file1.close() print(file1.closed) print(file2.closed) file2.close() # Вывод: True False Чтение файлов #\rДля чтения содержимого открытого для чтения файла используются три файловых метода:\nread() – читает все содержимое файла; readline() – читает одну строку из файла; readlines() – читает все содержимое файла и возвращает список строк. Предположим, в папке с исполняемой программой есть текстовый файл languages.txt с содержимым:\nPython Java Javascript C# C C++ PHP R Objective-C Метод read() #\rread() считывает все содержимое из файла и возвращает строку, которая может содержать символы перехода на новую строку '\\n'. Приведённый ниже код считывает содержимое файла languages.txt в переменную content. В котороый будет содержаться строка 'Python\\nJava\\nJavascript\\nC#\\nC\\nC++\\nPHP\\nR\\nObjective-C'.\nПри этом, если методу read() передать целочисленный параметр, то будет считано не более заданного количества символов. Например, считывать файл посимвольно можно при помощи метода read(1).\nМетод readline() #\rreadline() считывает одну строку из файла (до символа конца строки '\\n'), при этом возвращается считанная строка вместе с символом '\\n'. Если считать строку не удалось – достигнут конец файла и больше строк в нем нет, возвращается пустая строка.\nЭтот метод удобен, когда нужно управлять процессом чтения из файла, особенно если файл очень большой и его полное считывание может привести к нехватке памяти.\nЧтобы прочитать содержимое всего файла построчно, можно вопспользоваться циклами while или for (второй предпочтительнее). Сам же файл позволяет итерироваться по строкам, поэтому его можно использовать в качестве аргументов функции map(), к примеру, или перебрать его строки в цикле, не объявляя отдельную переменную с содержимым файла:\nfile = open(\u0026#39;languages.txt\u0026#39;, \u0026#39;r\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) for line in file: print(line.strip()) file.close() Метод readlines() #\rreadlines() считывает все строки из файла и возвращает список из всех считанных строк (одна строка – один элемент списка). При этом, каждая строка в списке заканчивается символом переноса строки '\\n'.\nЧтобы удалить символ '\\n' можно использовать списочное выржение, лямбда-функцию или функцию map(): languages = list(map(str.strip, file.readlines()))\nЕсли передать в функцию list() ссылку на файловый объект list(file), получим тот же результат, что при вызове метода file.readlines().\nКурсор в файле #\rВызов методов read(), readlines(), readline() перемещает текущую позицию (курсор) туда, где завершилось чтение. Для методов read() и readlines() это конец файла, для метода readline() – следующая строка после прочитанной.\nПосле завершения чтения всего файла не получится считать ни одного символа. Все последующие вызовы методов read() или readline() будут приводить к считыванию пустой строки.\nДля повторного чтения данных из файла, можно:\nпереоткрыть файл, тогда курсор снова попадёт в начало; переместить курсор с помощью файлового метода seek(). Файловые методы seek() и tell() #\rseek() задаёт позицию курсора в байтах от начала файла. Чтобы перевести курсор в самое начало файла необходимо вызвать метод seek(), передав ему в качестве аргумента значение 0.\nПусть есть файл languages.txt:\nPython Java Javascript C# C++ PHP R Objective-C Тогда приведённый ниже код даст одинаковый вывод Python:\nfile = open(\u0026#39;languages.txt\u0026#39;, \u0026#39;r\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) line1 = file.readline() file.seek(0) # переводим курсор в самое начало line2 = file.readline() print(line1, line2) file.close() Метод tell() возвращает позицию курсора в байтах от начала файла:\nfile = open(\u0026#39;languages.txt\u0026#39;, \u0026#39;r\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) print(file.tell()) line1 = file.readline() print(file.tell()) file.close() # Вывод: 0 8 Менеджер контекста #\rЧтобы автоматически закрывать файл сразу после окончания работы с ним и осуществлять закрытие даже при возникновении ошибки, можно воспользоваться менеджером контекстов.\nМенеджер контекста – объект, реализующий одноименный протокол. Объекты, реализующие этот протокол, позволяют использовать следующий специальный синтаксис:\nwith object as name: # Здесь нам доступен ресурс name. # Это тело with-блока. # А здесь ресурс name уже освобождён, даже если в теле with-блока произошла ошибка. Весь код в теле with-блока работает \u0026ldquo;в контексте\u0026rdquo;. Чаще всего контекст подразумевает выделение некоего ресурса, например, файла. По выходу из контекста ресурс автоматически освобождается, даже если при выполнении блока возникло исключение. Как только закончится код, оформленный с отступами в with, это будет означать, что контекст закончился, и Python автоматически закроет файл.\nСледующие два блока кода эквиваленты по результату выполнения:\nfile = open(\u0026#39;languages.txt\u0026#39;, \u0026#39;r\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) for line in file: print(line) file.close() # ручное закрытие файла print(\u0026#39;Файл закрыт\u0026#39;) with open(\u0026#39;languages.txt\u0026#39;, \u0026#39;r\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) as file: for line in file: print(line) # автоматическое закрытие файла print(\u0026#39;Файл закрыт\u0026#39;) С помощью менеджера контекста можно работать с несколькими файлами:\nwith open(\u0026#39;input.txt\u0026#39;, \u0026#39;r\u0026#39;) as input_file, open(\u0026#39;output.txt\u0026#39;, \u0026#39;w\u0026#39;) as output_file: # обработка файлов Запись данных в файл #\rДля записи используются два файловых метода (файл должен быть открыт для записи – режимы 'w', 'а', 'r+', иначе произойдет ошибка):\nwrite() – записывает переданную строку в файл; writelines() – записывает переданный список строк в файл. Метод write() #\rРассмотрим текcтовый файл myfile.txt, содержащий следующие строки:\nFirst line of the file. Second line of the file. Third line of the file. Если файл открыт в режиме 'w', то его содержимое сначала полностью стирается, а уже затем в него добавляются данные:\nwith open(\u0026#39;myfile.txt\u0026#39;, \u0026#39;w\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) as file: file.write(\u0026#39;Python and beegeek forever\\n\u0026#39;) file.write(\u0026#39;We love stepik \u0026lt;3\u0026#39;) # Файл myfile.txt будет содержать следующее: # Python and beegeek forever # We love stepik \u0026lt;3 Если файл открыт в режиме 'a', то запись происходит в самый конец файла (результат очевиден).\nЕсли файл открыт в режиме 'r+', то происходит частичная перезапись его содержимого:\nwith open(\u0026#39;myfile.txt\u0026#39;, \u0026#39;r+\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) as file: file.write(\u0026#39;Python and beegeek forever\\n\u0026#39;) file.write(\u0026#39;We love stepik.\u0026#39;) # Файл myfile.txt будет содержать следующее: # Python and beegeek forever # We love stepik. file. # Third line of the file. Последовательные вызовы метода write() дописывают текст в конец файла. Приведенный ниже код создает файл philosophers.txt и записывает в него три строки текста:\nwith open(\u0026#39;philosophers.txt\u0026#39;, \u0026#39;w\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) as file: file.write(\u0026#39;Джoн Локк\\n\u0026#39;) file.write(\u0026#39;Дэвид Хьюм\\n\u0026#39;) file.write(\u0026#39;Эдмyнд Берк\\n\u0026#39;) Метод writelines() #\rНа практике часто приходится записывать в файл содержимое целого списка. Это можно сделать с помощью цикла или метода writelines(), что удобнее. Метод writelines() принимает в качестве аргумента список строк и записывает его в файл.\nПриведенный ниже код создает файл philosophers.txt и записывает в него содержимое списка philosophers:\nphilosophers = [\u0026#39;Джoн Локк\\n\u0026#39;, \u0026#39;Дэвид Хьюм\\n\u0026#39;, \u0026#39;Эдмyнд Берк\\n\u0026#39;] with open(\u0026#39;philosophers.txt\u0026#39;, \u0026#39;w\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) as file: file.writelines(philosophers) Запись в файл при помощи функции print() #\rДля записи данных в файл можно также использовать встроенную функцию print(). Для этого нужно передать ей еще один именованный аргумент file, указывающий на открытый файл. При этом функция print() автоматически добавляет переход на новую строку:\nwith open(\u0026#39;philosophers.txt\u0026#39;, \u0026#39;w\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) as output: print(\u0026#39;Джoн Локк\u0026#39;, file=output) print(\u0026#39;Дэвид Хьюм\u0026#39;, file=output) print(\u0026#39;Эдмyнд Берк\u0026#39;, file=output) # Файл будет содержать: # Джoн Локк # Дэвид Хьюм # Эдмyнд Берк Немного про буфер #\rВ некоторых операционных системах невыполнение операции закрытия файла может привести к потере данных. Данные сначала пишутся в буфер – небольшую область временного хранения в оперативной памяти. Когда буфер заполняется, система записывает его содержимое в файл. Это увеличивает производительность системы, потому что запись данных в оперативную память быстрее записи на диск. Процесс закрытия файла записывает любые несохраненные данные из буфера в файл. Чтобы принудительно записать содержимое буфера в файл, используется файловый метод flush().\n","date":"17 мая 2024","externalUrl":null,"permalink":"/HFK_website/posts/work_with_files/","section":"Конспекты","summary":"Управление текстовыми и бинарными файлами в языке программирования Python\rПрограммы, которые мы писали до сих пор, требовали повторного ввода данных при каждом запуске, потому что, как только программа заканчивает свою работу, данные для переменных исчезают из оперативной памяти.","title":"Работа с txt файлами в Python","type":"posts"},{"content":"","date":"16 мая 2024","externalUrl":null,"permalink":"/HFK_website/tags/functions/","section":"Tags","summary":"","title":"Functions","type":"tags"},{"content":"\rВторая часть функций в Python (первую может выложу, может и нет). Типы аргументов, некоторые встроенные функции и lambda-функции.\rНеобязательные и именованные аргументы #\rПозиционные аргументы #\rКогда мы вызываем функции c позиционными аргументами, значения в них подставляются согласно позиции их имен в определении функции. Например код ниже выведет число 7. При вызове функции diff() первому параметру x будет соответствовать первый переданный аргумент – 10, а второму параметру y – второй аргумент – 3.\ndef diff(x, y): return x - y res = diff(10, 3) # используем позиционные аргументы print(res) Именованные аргументы #\rАргументы, передаваемые с именами, называются именованными. Чтобы передать именованные аргументы в функцию, нужно указать их имена, которые были заданы при объявлении функции:\ndef bar(length, char1, char2): return (char1 + char2) * length + char1 print(bar(length=3, char1=\u0026#39;-\u0026#39;, char2=\u0026#39;*\u0026#39;)) # =\u0026gt; -*-*-*- print(bar(char1=\u0026#39;-\u0026#39;, char2=\u0026#39;*\u0026#39;, length=3)) # =\u0026gt; -*-*-*- print(bar(char2=\u0026#39;*\u0026#39;, length=3, char1=\u0026#39;-\u0026#39;)) # =\u0026gt; -*-*-*- При вызове функции меняется порядок передаваемых аргументов. Когда функции назначаются соответствующие значения именованных аргументов, Python учитывает их имена, а не позиции. В результате функция будет всегда выводить одно и то же значение независимо от позиций переданных ей аргументов.\nРекомендация по тому, когда стоит использовать именованные аргументы: если функция принимает больше трёх аргументов, нужно хотя бы часть из них указать по имени.\rdef make_circle(x, y, radius, line_width, fill): # тело функции make_circle(x=200, y=300, radius=17, line_width=2.5, fill=True) Мы можем вызывать функции, используя именованные и позиционные аргументы одновременно. Но позиционные значения должны быть указаны до любых именованных!\rНеобязательные аргументы #\rБывает, что какой-то параметр функции часто принимает одно и то же значение. Например, для функции print() установили значения параметров sep и end равными символу пробела и символу перевода строки, поскольку эти значения используют наиболее часто.\nДругим примером служит функция int(), преобразующая строку в число. Она принимает два аргумента: первый аргумент – строка, которую нужно преобразовать в число, второй аргумент – основание системы счисления, значение по умолчению которого равно 10.\nЧтобы задать значение параметра по умолчанию, в списке параметров функции достаточно после имени переменной написать знак равенства и нужное значение.\nПараметры со значением по умолчанию идут последними.\nИзменяемые типы данных в качестве занчений по умолчанию #\rРассмотрим определение функции append(), где в качестве значения по умолчанию используется изменяемый тип данных:\ndef append(element, seq=[]): seq.append(element) return seq Если вызвать функцию так, то мы получим неожиданный результат:\nprint(append(10)) print(append(5)) print(append(1)) # Вывод:\r[10]\r[10, 5]\r[10, 5, 1] Значение по умолчанию для параметра создается единожды при определении функции (обычно при загрузке модуля) и становится её атрибутом (свойством). Поэтому, если значение по умолчанию изменяемый объект, то его изменение повлияет на каждый следующий вызов функции.\nДля решения проблемы можно использовать константу None в качестве значения параметра по умолчанию, а в теле функции устанавливать нужное значение:\ndef append(element, seq=None): if seq is None: seq = [] seq.append(element) return seq print(append(10)) print(append(5)) print(append(1)) # Вывод:\r[10]\r[5]\r[1] Функции с переменным количеством аргументов #\rПозиционные аргументы – *args #\rРассмотрим определение функции my_func():\ndef my_func(*args): print(type(args)) print(args) my_func() my_func(1, 2, 3) my_func(\u0026#39;a\u0026#39;, \u0026#39;b\u0026#39;) # Вывод:\r\u0026lt;class \u0026#39;tuple\u0026#39;\u0026gt;\r()\r\u0026lt;class \u0026#39;tuple\u0026#39;\u0026gt;\r(1, 2, 3)\r\u0026lt;class \u0026#39;tuple\u0026#39;\u0026gt;\r(\u0026#39;a\u0026#39;, \u0026#39;b\u0026#39;) В заголовке функции my_func() указан всего один параметр args, но со звездочкой перед ним. Звездочка в определении функции означает, что переменная (параметр) args получит в виде кортежа все аргументы, переданные в функцию при ее вызове от текущей позиции и до конца. При описании функции можно использовать только один параметр помеченный звездочкой, причем располагаться он должен в конце списка параметров, иначе последующим параметрам не достанется значений. Параметр со звёздочкой работает, даже если не передать аргументов. Если мы хотим просуммировать несколько разных значений, не упаковывая их в список, можем написать следующую функцию (списки и кортежи при вызове нужно распаковывать):\ndef my_sum(*args): return sum(args) print(my_sum(1, 2, *[3, 4, 5], *(7, 8, 9), 10)) # Вывод: 49 Именованные аргументы – **kwargs #\rdef my_func(**kwargs): print(type(kwargs)) print(kwargs) my_func() my_func(a=1, b=2) my_func(name=\u0026#39;Timur\u0026#39;, job=\u0026#39;Teacher\u0026#39;) # Вывод:\r\u0026lt;class \u0026#39;dict\u0026#39;\u0026gt;\r{}\r\u0026lt;class \u0026#39;dict\u0026#39;\u0026gt;\r{\u0026#39;a\u0026#39;: 1, \u0026#39;b\u0026#39;: 2}\r\u0026lt;class \u0026#39;dict\u0026#39;\u0026gt;\r{\u0026#39;name\u0026#39;: \u0026#39;Timur\u0026#39;, \u0026#39;job\u0026#39;: \u0026#39;Teacher\u0026#39;} Именованные аргументы получаются в виде словаря, что позволяет сохранить имена аргументов в ключах. Именованные аргументы можно передавать в функцию \u0026ldquo;пачкой\u0026rdquo; в виде словаря. Для этого нужно перед словарём поставить две звёздочки. Параметр **kwargs пишется в самом конце, после последнего аргумента со значением по умолчанию. При этом функция может содержать и *args и **kwargs параметры: def my_func(a, b, *args, name=\u0026#39;Gvido\u0026#39;, age=17, **kwargs): print(a, b) print(args) print(name, age) print(kwargs) my_func(1, 2, 3, 4, name=\u0026#39;Timur\u0026#39;, age=28, job=\u0026#39;Teacher\u0026#39;, language=\u0026#39;Python\u0026#39;) my_func(1, 2, name=\u0026#39;Timur\u0026#39;, age=28, job=\u0026#39;Teacher\u0026#39;, language=\u0026#39;Python\u0026#39;) my_func(1, 2, 3, 4, job=\u0026#39;Teacher\u0026#39;, language=\u0026#39;Python\u0026#39;) # Вывод:\r1 2\r(3, 4)\rTimur 28\r{\u0026#39;job\u0026#39;: \u0026#39;Teacher\u0026#39;, \u0026#39;language\u0026#39;: \u0026#39;Python\u0026#39;}\r1 2\r()\rTimur 28\r{\u0026#39;job\u0026#39;: \u0026#39;Teacher\u0026#39;, \u0026#39;language\u0026#39;: \u0026#39;Python\u0026#39;}\r1 2\r(3, 4)\rGvido 17\r{\u0026#39;job\u0026#39;: \u0026#39;Teacher\u0026#39;, \u0026#39;language\u0026#39;: \u0026#39;Python\u0026#39;} Keyword-only аргументы #\rВ Python 3 добавили возможность пометить именованные аргументы функции так, чтобы вызвать функцию можно было, только передав эти аргументы по именам. Такие аргументы называются keyword-only и их нельзя передать в функцию в виде позиционных:\ndef make_circle(x, y, radius, *, line_width=1, fill=True): #код make_circle(10, 20, 5) # x=10, y=20, radius=5, line_width=1, fill=True make_circle(x=10, y=20, radius=7) # x=10, y=20, radius=7, line_width=1, fill=True make_circle(10, 20, radius=10, line_width=2, fill=False) # x=10, y=20, radius=10, line_width=2, fill=False make_circle(x=10, y=20, radius=17, line_width=3) # x=10, y=20, radius=17, line_width=3, fill=True Здесь * выступает разделителем: отделяет обычные аргументы (их можно указывать по имени и позиционно) от строго именованных.\nТо есть аргументы x, y и radius могут быть переданы в качестве как позиционных, так и именованных аргументов. При этом аргументы line_width и fill могут быть переданы только как именованные аргументы.\nТакой разделитель можно использовать только один раз в определении функции. Его нельзя применять в функциях с неограниченным количеством позиционных аргументов *args.\nФункции как объекты #\rВстроенные функции имеют следующий тип объекта:\nprint(type(print)) # \u0026lt;class \u0026#39;builtin_function_or_method\u0026#39;\u0026gt; Тогда как функции, объявленные программистом, имеют тип \u0026lt;class 'function'\u0026gt;.\nПоскольку функции тоже объекты, работать с ними можно и как с объектами: записывать их в переменные, передавать в качестве аргументов другим функциям, возвращать из функций и т.д.\ndef hello(): print(\u0026#39;Hello from function\u0026#39;) func = hello # присваиваем переменной func функцию hello func() # вызываем функцию # Вывод: Hello from function writeln = print writeln(\u0026#39;Hello world!\u0026#39;) writeln(\u0026#39;Python\u0026#39;) # Вывод:\rHello world!\rPython Присваивание переменной списка функций:\ndef f(x): return x**2 def g(x): return x**3 funcs = [f, g] print(funcs[0](5), funcs[1](5)) # Вывод: 25 125 Функции, способные в качестве аргумента принимать или/и возвращать другие функции, называются функциями высшего порядка.\nФункция, определяющая условия сравнения элементов, называется компаратор.\rТакие встроенные функции, как min(), max(), sorted() могут принимать необязательный аргумент key – функцию, определяющую, по какому правилу будут сравниваться элементы (значение key должно быть функцией, принимающей один аргумент и возвращающей на его основе ключ для сравнения).\nnumbers = [10, -7, 8, -100, -50, 32, 87, 117, -210] print(max(numbers, key=abs)) print(min(numbers, key=abs)) print(sorted(numbers, key=abs)) # Вывод:\r-210 # максимальный по модулю элемент\r-7 # минимальный по модулю элемент\r[-7, 8, 10, 32, -50, 87, -100, 117, -210] def compare_by_second(point): return point[1] def compare_by_sum(point): return point[0] + point[1] points = [(1, -1), (2, 3), (-10, 15), (10, 9), (7, 18), (1, 5), (2, -4)] print(sorted(points, key=compare_by_second)) # сортируем по второму значению кортежа print(sorted(points, key=compare_by_sum)) # сортируем по сумме кортежа Функции в качестве возвращаемых значений других функций #\rВ Python можно определять функцию внутри функции, ведь функция это объект:\ndef generator(): def hello(): print(\u0026#39;Hello from function!\u0026#39;) return hello func = generator() func() # Вывод: Hello from function! Мы можем написать генератор функций, который по параметрам a,b,c, построит и вернет нам конкретный квадратный трехчлен:\ndef generator_square_polynom(a, b, c): def square_polynom(x): return a * x**2 + b * x + c return square_polynom f = generator_square_polynom(a=1, b=2, c=1) g = generator_square_polynom(a=2, b=0, c=-3) h = generator_square_polynom(a=-3, b=-10, c=50) print(f(1)) print(g(2)) print(h(-1)) # Вывод:\r4\r5\r57 Вложенную функцию (square_polynom()), которая использует параметры внешней функции (generator_square_polynom()), называют замыканием.\nФункции высшего порядка #\rФункции, которые принимают и/или возвращают другие функции, называются функциями высшего порядка.\nФункция map() #\rФункция, преобразующая каждый элемент переданного итерируемого объекта (можно воспринимать как классическое представление функции в математике – отображение множества в другое множество).\nВозможная реализация:\ndef map(function, items): result = [] for item in items: new_item = function(item) result.append(new_item) return result Мы можем совершать преобразования, используя функцию высшего порядка map():\ndef square(x): return x**2 def cube(x): return x**3 numbers = [1, 2, -3, 4, -5, 6, -9, 0] strings = map(str, numbers) # используем в качестве преобразователя функцию str abs_numbers = map(abs, numbers) # используем в качестве преобразователя функцию abs squares = map(square, numbers) # используем в качестве преобразователя функцию square cubes = map(cube, numbers) # используем в качестве преобразователя функцию cube print(strings) print(abs_numbers) print(squares) print(cubes) # Вывод:\r[\u0026#39;1\u0026#39;, \u0026#39;2\u0026#39;, \u0026#39;-3\u0026#39;, \u0026#39;4\u0026#39;, \u0026#39;-5\u0026#39;, \u0026#39;6\u0026#39;, \u0026#39;-9\u0026#39;, \u0026#39;0\u0026#39;]\r[1, 2, 3, 4, 5, 6, 9, 0]\r[1, 4, 9, 16, 25, 36, 81, 0]\r[1, 8, -27, 64, -125, 216, -729, 0] Мы также можем строить цепочки преобразований, несколько раз вызывая функцию map() (сначала мы преобразуем список строк в список чисел, затем находим их модуль внешней функцией map()):\nnumbers = [\u0026#39;-1\u0026#39;, \u0026#39;20\u0026#39;, \u0026#39;3\u0026#39;, \u0026#39;-94\u0026#39;, \u0026#39;65\u0026#39;, \u0026#39;6\u0026#39;, \u0026#39;-970\u0026#39;, \u0026#39;8\u0026#39;] new_numbers = map(abs, map(int, numbers)) print(new_numbers) # Вывод: [1, 20, 3, 94, 65, 6, 970, 8] Функция filter() #\rЭта функция отображает часть элементов итерируемого объекта по определённому критерию.\nВозможная реализация:\ndef filter(function, items): result = [] for item in items: if function(item): result.append(item) # добавляем элемент item если функция function вернула значение True return result Функция filter() применяет предикат function к каждому элементу и добавляет в итоговый список только те элементы, для которых предикат вернул True.\ndef is_odd(num): return num % 2 def is_word_long(word): return len(word) \u0026gt; 6 numbers = list(range(15)) words = [\u0026#39;В\u0026#39;, \u0026#39;новом\u0026#39;, \u0026#39;списке\u0026#39;, \u0026#39;останутся\u0026#39;, \u0026#39;только\u0026#39;, \u0026#39;длинные\u0026#39;, \u0026#39;слова\u0026#39;] odd_numbers = filter(is_odd, numbers) large_words = filter(is_word_long, words) print(odd_numbers) print(large_words) # Вывод:\r[1, 3, 5, 7, 9, 11, 13]\r[\u0026#39;останутся\u0026#39;, \u0026#39;длинные\u0026#39;] Функция reduce() #\rФункция, применяющая указанную функцию к элементам последовательности, сводя её к единственному значению.\nВозможная реализация:\ndef reduce(operation, items, initial_value): acc = initial_value for item in items: acc = operation(acc, item) return acc def add(x, y): return x+y def mult(x, y): return x*y numbers = [1, 2, 3, 4, 5] total = reduce(add, numbers, 0) product = reduce(mult, numbers, 1) print(total) print(product) # Вывод:\r15\r120 Встроенные функции map(), filter(), reduce() #\rВстроенная функция map() #\rФункция, применяющая другую функцию к итерируемому объекту. Имеет сигнатуру map(func, *iterables). В отличии от нашей реализации она может принимать сразу несколько последовательностей, переменное количество аргументов. Под подследовательностями имеются ввиду списки, строки, кортежи, множества, словари.\ndef increase(num): return num + 7 numbers = [1, 2, 3, 4, 5, 6] new_numbers = map(increase, numbers) # используем встроенную функцию map() print(new_numbers) # Вывод: \u0026lt;map object at 0x...\u0026gt; Вернулся итерируемый объект \u0026lt;map object at 0x...\u0026gt;. Подобные ему объекты называются итераторами. Если мы хотим получить список/кортеж из итератора, нужно воспользоваться функцией list()/tuple(), а если распкаовать, то * (при этом сделать эти действия возможно только единожды, т.к. итератор \u0026ldquo;исчерпывает\u0026rdquo; себя).\nФункции map() можно передать несколько последовательностей. В этом случае в функцию обратного вызова func будут передаваться сразу несколько элементов, расположенных в последовательностях на одинаковых позициях. При этом, если в последовательностях разное количество элементов, то последовательность с минимальным количеством элементов становится ограничителем.\ndef func(elem1, elem2, elem3): return elem1 + elem2 + elem3 numbers1 = [1, 2, 3, 4, 5] numbers2 = [10, 20, 30, 40, 50] numbers3 = [100, 200, 300, 400, 500] new_numbers = list(map(func, numbers1, numbers2, numbers3)) # преобразуем итератор в список print(new_numbers) # Вывод: [111, 222, 333, 444, 555] Пример удобного использования функции map(), которой передано две последовательности:\ncircle_areas = [3.56773, 5.57668, 4.31914, 6.20241, 91.01344, 32.01213] result1 = list(map(round, circle_areas, [1]*6)) # округляем числа до 1 знака после запятой result2 = list(map(round, circle_areas, range(1, 7))) # округляем числа до 1,2,...,6 знаков после запятой print(circle_areas) print(result1) print(result2) # Вывод:\r[3.56773, 5.57668, 4.31914, 6.20241, 91.01344, 32.01213]\r[3.6, 5.6, 4.3, 6.2, 91.0, 32.0]\r[3.6, 5.58, 4.319, 6.2024, 91.01344, 32.01213] Встроенная функция filter() #\rФункция отображает часть элементов итерируемого объекта по определённому критерию. Имеет сигнатуру filter(func, iterable). В отличии от нашей реализации она может принимать любой итерируемый объект (список, строку, кортеж, и т.д.).\ndef func(elem): return elem \u0026gt;= 0 numbers = [-1, 2, -3, 4, 0, -20, 10] positive_numbers = list(filter(func, numbers)) # преобразуем итератор в список print(positive_numbers) # Вывод: [2, 4, 0, 10] Функция filter() также возвращает итератор.\nВстроенной функции filter() можно в качестве первого параметра func передать значение None. В таком случае каждый элемент последовательности будет проверен на соответствие значению True. Если элемент в логическом контексте возвращает значение False, то он не будет добавлен в возвращаемый результат. В следующем коде значения списка [0, '', None, [], ()] позиционируется как False:\ntrue_values = filter(None, [1, 0, 10, \u0026#39;\u0026#39;, None, [], [1, 2, 3], ()]) for value in true_values: print(value) # Вывод:\r1\r10\r[1, 2, 3] Функция reduce() #\rДля использования: from functools import reduce.\nФункция, применяющая указанную функцию к элементам последовательности, сводя её к единственному значению. Имеет сигнатуру reduce(func, iterable, initializer=None). Если начальное значение не установлено, то в его качестве используется первое значение из последовательности iterable.\nfrom functools import reduce def func(a, b): return a + b numbers = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] total = reduce(func, numbers, 0) # в качестве начального значения 0 print(total) # Вывод: 55 Анонимные функции #\rlambda – безымянные однострочные функции (называются анонимными или лямбда-функциями). По сути эти функции являются выражениями, при этом они имеют такой же тип данных, как обычные функции – \u0026lt;class 'function'\u0026gt;. После определения их можно сразу вызвать: print((lambda х, у: х + у)(5, 10)) # 5 + 10. Общий формат определения: lambda список_параметров: выражение. В теле лямбда-функции нельзя использовать несколько действий и циклы, но можно использовать тернарный условный оператор. Применение таких функций оправдано в следующих случаях:\nоднократное использование функции; передача функций в качестве аргумента другим функциям; возвращение функции в качестве результата другой функции. def standard_function(x): # стандартное объявление функции return x*2 lambda_function = lambda x: x*2 # объявление анонимной функции print(standard_function(7)) print(lambda_function(7)) # Вывод:\r14\r14 f1 = lambda: 10 + 20 # функция без параметров f2 = lambda х, у: х + у # функция с двумя параметрами f3 = lambda х, у, z: х + у + z # функция с тремя параметрами print(f1()) print(f2(5, 10)) print(f3(5, 10, 30)) Лямбда-функции для нетипичной сортировки кортежей:\npoints = [(1, -1), (2, 3), (-10, 15), (10, 9), (7, 18), (1, 5), (2, -4)] print(sorted(points, key=lambda point: point[1])) # сортируем по второму значению кортежа print(sorted(points, key=lambda point: point[0] + point[1])) # сортируем по сумме элементов кортежа Передача лямбда-функций в качестве аргументов #\rФункция map(): numbers = [1, 2, 3, 4, 5, 6] new_numbers1 = list(map(lambda x: x+1, numbers)) # увеличиваем на 1 new_numbers2 = list(map(lambda x: x*2, numbers)) # удваиваем new_numbers3 = list(map(lambda x: x**2, numbers)) # возводим в квадрат strings = [\u0026#39;a\u0026#39;, \u0026#39;b\u0026#39;, \u0026#39;c\u0026#39;, \u0026#39;d\u0026#39;, \u0026#39;e\u0026#39;] numbers = [3, 2, 1, 4, 5] new_strings = list(map(lambda x, y: x*y, strings, numbers)) Функция filter(): numbers = [-1, 2, -3, 4, 0, -20, 10, 30, -40, 50, 100, 90] positive_numbers = list(filter(lambda x: x \u0026gt; 0, numbers)) # положительные числа large_numbers = list(filter(lambda x: x \u0026gt; 50, numbers)) # числа, большие 50 even_numbers = list(filter(lambda x: x % 2 == 0, numbers)) # четные числа words = [\u0026#39;python\u0026#39;, \u0026#39;stepik\u0026#39;, \u0026#39;beegeek\u0026#39;, \u0026#39;iq-option\u0026#39;] new_words1 = list(filter(lambda w: len(w) \u0026gt; 6, words)) # слова длиною больше 6 символов new_words2 = list(filter(lambda w: \u0026#39;e\u0026#39; in w, words)) # слова содержащие букву e Функция reduce(): from functools import reduce words = [\u0026#39;python\u0026#39;, \u0026#39;stepik\u0026#39;, \u0026#39;beegeek\u0026#39;, \u0026#39;iq-option\u0026#39;] numbers = [1, 2, 3, 4, 5, 6] summa = reduce(lambda x, y: x + y, numbers, 0) product = reduce(lambda x, y: x * y, numbers, 1) sentence = reduce(lambda x, y: x + \u0026#39; loves \u0026#39; + y, words, \u0026#39;Everyone\u0026#39;) # Вывод:\r21\r720\rEveryone loves python loves stepik loves beegeek loves iq-option Возвращение лямбда-функции в качестве результата другой функции #\rСледующий пример показывает, что анонимные функции являются замыканиями, т.е. возвращаемая функция запоминает значения переменных a, b, c из внешнего окружения:\ndef generator_square_polynom(a, b, c): return lambda x: a*x**2 + b*x + c Условный оператор в теле лямбда-функции #\rОбщий вид: значение1 if условие else значение2.\nnumbers = [-2, 0, 1, 2, 17, 4, 5, 6] result = list(map(lambda x: \u0026#39;even\u0026#39; if x % 2 == 0 else \u0026#39;odd\u0026#39;, numbers)) print(result) # Вывод: [\u0026#39;even\u0026#39;, \u0026#39;even\u0026#39;, \u0026#39;odd\u0026#39;, \u0026#39;even\u0026#39;, \u0026#39;odd\u0026#39;, \u0026#39;even\u0026#39;, \u0026#39;odd\u0026#39;, \u0026#39;even\u0026#39;] Передача аргументов в анонимную функцию #\rАнонимные функции поддерживают все способы передачи аргументов:\nпозиционные; именованные; *args – переменный список позиционных аргументов; **kwargs – переменный список именованных аргументов; * – обязательные аргументы. f1 = lambda x, y, z: x + y + z f2 = lambda x, y, z=3: x + y + z f3 = lambda *args: sum(args) f4 = lambda **kwargs: sum(kwargs.values()) f5 = lambda x, *, y=0, z=0: x + y + z print(f1(1, 2, 3)) print(f2(1, 2)) print(f2(1, y=2)) print(f3(1, 2, 3, 4, 5)) print(f4(one=1, two=2, three=3)) print(f5(1)) print(f5(1, y=2, z=3)) # Вывод:\r6\r6\r6\r15\r6\r1\r6 Функции any(), all(), zip(), enumerate() #\rФункция all() #\rВстроенная функция all() возвращает значение True, если все элементы переданной ей коллекции истинны, и False в противном случае. При работе со словарями функция all() проверяет на соответствие параметрам True ключи словаря.\nprint(all([1, 2, 3])) print(all([1, 2, 3, 0, 5])) print(all([True, 0, 1])) print(all((\u0026#39;\u0026#39;, \u0026#39;red\u0026#39;, \u0026#39;green\u0026#39;))) print(all({0j, 3+4j})) print() dict1 = {0: \u0026#39;Zero\u0026#39;, 1: \u0026#39;One\u0026#39;, 2: \u0026#39;Two\u0026#39;} dict2 = {\u0026#39;Zero\u0026#39;: 0, \u0026#39;One\u0026#39;: 1, \u0026#39;Two\u0026#39;: 2} print(all(dict1)) print(all(dict2)) # Вывод:\rTrue\rFalse\rFalse\rFalse\rFalse\rFalse\rTrue Если переданный итерируемый объект пуст, то функция all() возвращает значение True.\nprint(all([])) # передаем пустой список print(all(())) # передаем пустой кортеж print(all(\u0026#39;\u0026#39;)) # передаем пустую строку print(all([[], []])) # передаем список, содержащий пустые списки # Вывод:\rTrue\rTrue\rTrue\rFalse Функция any() #\rВстроенная функция any() возвращает значение True, если хотя бы один элемент переданной ей коллекции является истинным, и False в противном случае. При работе со словарями функция any() проверяет на соответствие True ключи словаря.\nprint(any([0, 0, 0])) print(any([0, 1, 0])) print(any([False, 0, 1])) print(any([\u0026#39;\u0026#39;, [], \u0026#39;green\u0026#39;])) print(any({0j, 3+4j, 0.0})) print() dict1 = {0: \u0026#39;Zero\u0026#39;} dict2 = {\u0026#39;Zero\u0026#39;: 0, \u0026#39;One\u0026#39;: 1} print(any(dict1)) print(any(dict2)) # Вывод:\rFalse\rTrue\rTrue\rTrue\rTrue\rFalse\rTrue Eсли переданный итерируемый объект пуст, то функция any() возвращает значение False.\nprint(any([])) # передаем пустой список print(any(())) # передаем пустой кортеж print(any(\u0026#39;\u0026#39;)) # передаем пустую строку print(any([[], []])) # передаем список, содержащий пустые списки # Вывод:\rFalse\rFalse\rFalse\rFalse Функции all(), any() в связке с map() #\rСледующий код проверяет, все ли элементы списка больше 10:\nnumbers = [17, 90, 78, 56, 231, 45, 5, 89, 91, 11, 19] result = all(map(lambda x: True if x \u0026gt; 10 else False, numbers)) # анонимную функцию можно упростить до lambda x: x \u0026gt; 10 if result: print(\u0026#39;Все числа больше 10\u0026#39;) else: print(\u0026#39;Хотя бы одно число меньше или равно 10\u0026#39;) Следующий код проверяет, чётен ли хотя бы один элемент коллекции:\nnumbers = [17, 91, 78, 55, 231, 45, 5, 89, 99, 11, 19] result = any(map(lambda x: x % 2 == 0, numbers)) if result: print(\u0026#39;Хотя бы одно число четное\u0026#39;) else: print(\u0026#39;Все числа нечетные\u0026#39;) Функция enumerate() #\rВстроенная функция enumerate() возвращает кортеж из индекса элемента и самого элемента переданной ей коллекции: enumerate(iterable, start), где iterable – итерируемый объект (колллекция), а start – необязательный параметр, задающий начальное значение индекса (по умолчанию start = 0). Эта функция возвращает объект-итератор, который можно перебрать, преобразовать в список функцией list() или распаковать *.\ncolors = [\u0026#39;red\u0026#39;, \u0026#39;green\u0026#39;, \u0026#39;blue\u0026#39;] print(list(enumerate(colors, start=1))) # Вывод: [(1, \u0026#39;red\u0026#39;), (2, \u0026#39;green\u0026#39;), (3, \u0026#39;blue\u0026#39;)] Функция zip() #\rВстроенная функция zip() объединяет отдельные элементы из каждой переданной ей коллекции в кортежи. Также возвращает итератор, который можно перебрать, преобразовать или распаковать. Если функции zip() передать итерируемые объекты, имеющие разную длину, то объект с наименьшим количеством элементов определяет итоговую длину.\nnumbers = [1, 2, 3, 4] words = [\u0026#39;one\u0026#39;, \u0026#39;two\u0026#39;] romans = [\u0026#39;I\u0026#39;, \u0026#39;II\u0026#39;, \u0026#39;III\u0026#39;] result = zip(numbers, words, romans) print(list(result)) # Вывод: [(1, \u0026#39;one\u0026#39;, \u0026#39;I\u0026#39;), (2, \u0026#39;two\u0026#39;, \u0026#39;II\u0026#39;)] numbers = [1, 2, 3] words = [\u0026#39;one\u0026#39;, \u0026#39;two\u0026#39;, \u0026#39;three\u0026#39;] romans = [\u0026#39;I\u0026#39;, \u0026#39;II\u0026#39;, \u0026#39;III\u0026#39;] result = zip(numbers, words, romans) print(list(result)) # Вывод: [(1, \u0026#39;one\u0026#39;, \u0026#39;I\u0026#39;), (2, \u0026#39;two\u0026#39;, \u0026#39;II\u0026#39;), (3, \u0026#39;three\u0026#39;, \u0026#39;III\u0026#39;)] Частые случаи использования zip():\nДля создания словарей, если ключи и значения находятся в разных списках: keys = [\u0026#39;name\u0026#39;, \u0026#39;age\u0026#39;, \u0026#39;gender\u0026#39;] values = [\u0026#39;Timur\u0026#39;, 28, \u0026#39;male\u0026#39;] info = dict(zip(keys, values)) print(info) # Вывод: {\u0026#39;name\u0026#39;: \u0026#39;Timur\u0026#39;, \u0026#39;age\u0026#39;: 28, \u0026#39;gender\u0026#39;: \u0026#39;male\u0026#39;} Для параллельного итерирования по разным коллекциям: name = [\u0026#39;Timur\u0026#39;, \u0026#39;Ruslan\u0026#39;, \u0026#39;Rustam\u0026#39;] age = [28, 21, 19] for x, y in zip(name, age): print(x, y) # Вывод:\rTimur 28\rRuslan 21\rRustam 19 ","date":"16 мая 2024","externalUrl":null,"permalink":"/HFK_website/posts/functions/","section":"Конспекты","summary":"Вторая часть функций в Python (первую может выложу, может и нет).","title":"Функции в Python","type":"posts"},{"content":"","date":"15 мая 2024","externalUrl":null,"permalink":"/HFK_website/tags/turtle/","section":"Tags","summary":"","title":"Turtle","type":"tags"},{"content":"\rГрафическая библиотека, встроенная в язык Python.\rМодуль turtle #\rДля использования: import turtle\nЧтобы открыть графическое окно и держать его активным, нужно использовать следующий код:\nimport turtle window = turtle.Screen() turtle.showturtle() # Какой-нибудь код window.mainloop() # Пишется в конце программы Методы #\rforward(p) – перемещает \u0026ldquo;черепашку\u0026rdquo; вперёд по направлению взгляда на p пикселей; backword(p) – перемещает черепашку назад на p пикселей. left(d) и right(d) поворачивают черепашку влево и вправо соответственно на d градусов; setheading(d) – устанавливает угол d; heading(d) – вдобавок к функционалу setheading() возвращает текущий угол в градусах. circle(p) – рисует круг с радиусом p; dot() – рисует точку; stamp() – оставляет штамп черепашки на графике. shape('name') – изменяет внешний вид черпашки (square, arrow, circle, turtle, triangle, classic); с помощью turtle.Screen().addshape('file') можно установить кастомную черепашку; hideturtle() прячет черепашку; а showturtle() вновь отображает её. speed(n) – устанавливает скорость анимации n, принимающую значения от 0 до 10, при этом 0 отключает анимацию и черепашка перемещается мгновенно. penup() – поднимает перо; а pendown() – опускает его; pensize(p) – устанавливает ширину пера в p пикселей; pencolor('color') – устанавливает цвет пера (если хотим использовать формат RGB, т.е. pencolor(130, 240, 200), то нужно использовать команду turtle.Screen().colormode(255)). turtle.Screen().bgcolor('color') позволяет установить цвет фона (также можно задать RGB формат); с помощью turtle.Screen().bgpic('file') можно установить фоновое изображение. clear() – стирает все в графическом окне (положение черепашки, заданные цвета рисунка и фона остаются неизменными); reset() – стирает рисунки и сбрасывает положение черепашки и заданный цвет рисунка (цвет фона остаётся неизменным); clearscreen() – возвращает экран в исходное состояние. turtle.Screen().setup(w, h) – устанавливает размер окна в ширину w и высоту h в пикселях. goto(x, y) – перемещает черепашку в координаты (x, y) на экране (при опущенном пере линии будут рисоваться); pos() или position() возвращает кортеж координат черепешки; xcor() возвращает только координату по x; а ycor() – по y. ","date":"15 мая 2024","externalUrl":null,"permalink":"/HFK_website/posts/turtle/","section":"Конспекты","summary":"Графическая библиотека, встроенная в язык Python.","title":"Черепашья графика","type":"posts"},{"content":"\rТочные числа с плавающей точкой, дроби и комплексные числа. Как с ними работать в Python?\rМодуль decimal #\rДля использования: from decimal import *.\nЕсли мы хотим сравнить два числа float, то нужно воспользоваться кодом ниже вместо обычного сравнения ==, так как существуют ограничения в сохранении точного значения чисел:\nnum = 0.1 + 0.1 + 0.1 eps = 0.000000001 # точность сравнения if abs(num - 0.3) \u0026lt; eps: # число num отличается от числа 0.3 менее чем 0.000000001 print(\u0026#39;YES\u0026#39;) else: print(\u0026#39;NO\u0026#39;) Особенности и характеристики:\nТип данных Decimal - класс из модуля decimal, который тоже представляет собой число с плавающей точкой, и служит для того, чтобы выполнять операции над вещественными числами без ошибок. С ними работают все привычные операции (сложение, умножение и т.д., но не реккомендуется оперировать между Decimal и float), их можно передавать как аргумент в математические функции (при этом вернётся float), их можно сравнивать между собой (также допускается точное равенство), можно формировать списки из Decimal и искать среди них min и max. Тип данных Decimal является неизменяемым. Отличие float и Decimal:\nВ Python тип данных float реализован по стандарту IEEE-754 как число с плавающей точкой двойной точности (64 бита) с основанием экспоненты равным 2. Так как float поддерживается аппаратно, быстродействие при использовании этого типа данных сравнительно велико.\nТип данных Decimal – число с плавающей точкой с основанием экспоненты 10 Он реализован по стандарту IBM: General Decimal Arithmetic Specification, в свою очередь основанному на стандартах IEEE. Тип данных Decimal реализован программно, поэтому он в разы медленнее типа данных float. Сам тип данных Decimal написан на языке С.\nХарактеристика / тип float Decimal Реализация аппаратная программная Размер 64 бит не ограничен Основание экспоненты 2 10 Скорость ✔️ ❌ Настриваемость ❌ ✔️ Для высокоточных вычислений ❌ ✔️ Для типа данных Decimal можно настроить:\nточность выполнения операций в количестве десятичных знаков (по умолчанию - 28); режимы округления; режимы обработки исключительных ситуаций (деление на ноль, переполнение и т. д). Создать Decimal число можно из обычного целого числа (int), из числа с плавающей точкой (float) или из строки (str):\nfrom decimal import * d1 = Decimal(1) d2 = Decimal(567) d3 = Decimal(-93) d4 = Decimal(\u0026#39;12345\u0026#39;) d5 = Decimal(\u0026#39;52.198\u0026#39;) При создании Decimal чисел из чисел с плавающей точкой (float) возникают проблемы, так как float числа округляются внутри до ближайшего возможного, а Decimal об этом ничего не знает и копирует содержимое float:\nfrom decimal import * num = Decimal(0.1) print(num) # Вывод: 0.1000000000000000055511151231257827021181583404541015625 Методы decimal #\rУ Decimal есть некоторые встроенные математические методы: Функция Описание sqrt() вычисляет квадратный корень из Decimal числа exp() возвращает e^x для Decimal числа ln() вычисляет натуральный логарифм Decimal числа log10() вычисляет десятичный логарифм Decimal числа as_tuple() - возвращает кортеж из 3-ёх элементов: sign – знак числа (0 для положительного числа и 1 для отрицательного числа); digits – цифры числа (цифра 0 не учитывается, если целая часть равна нулю); exponent – значение экспоненты (количество цифр после точки, умноженное на −1), from decimal import * num1 = Decimal(\u0026#39;-1.4568769017\u0026#39;) num2 = Decimal(\u0026#39;0.523\u0026#39;) num_tuple = num.as_tuple() print(num1.as_tuple()) print(num2.as_tuple()) print(num1_tuple.sign) print(num1_tuple.digits) print(num1_tuple.exponent) # Вывод:\rDecimalTuple(sign=1, digits=(1, 4, 5, 6, 8, 7, 6, 9, 0, 1, 7), exponent=-10)\rDecimalTuple(sign=0, digits=(5, 2, 3), exponent=-3)\r1\r(1, 4, 5, 6, 8, 7, 6, 9, 0, 1, 7)\r-10 getcontext() - просмотр базовых параметров Decimal from decimal import * print(getcontext()) # Вывод: Context(prec=28, rounding=ROUND_HALF_EVEN, Emin=-999999, Emax=999999, capitals=1, clamp=0, flags=[], traps=[InvalidOperation, DivisionByZero, Overflow]) quantize() - принимает в качетсве аргумента объект Decimal, указывающий на формат округления: from decimal import * getcontext().prec = 4 # устанавливаем точность числа num = Decimal(\u0026#39;3.1415926535\u0026#39;) print(num.quantize(Decimal(\u0026#39;1.000\u0026#39;))) # округление до 3 цифр в дробной части print(num.quantize(Decimal(\u0026#39;1.00\u0026#39;))) # округление до 2 цифр в дробной части print(num.quantize(Decimal(\u0026#39;1.0\u0026#39;))) # округление до 1 цифр в дробной части При этом, если точность числа установлена в 2, а формат округления Decimal('1.00'), то возникнет ошибка.\rВ качетсве второго параметра этот метод принимает стратегию округления:\nROUND_CEILING – округление в сторону бесконечности (Infinity);\nROUND_FLOOR – округляет в сторону минус бесконечности (- Infinity);\nROUND_DOWN – округление в сторону нуля;\nROUND_HALF_EVEN – округление до ближайшего четного числа, число 6.5 округлится не до 7, а до 6;\nROUND_HALF_DOWN – округление до ближайшего нуля;\nROUND_UP – округление от нуля;\nROUND_05UP – округление от нуля (если последняя цифра после округления до нуля была бы 0 или 5, в противном случае к нулю).\nfrom decimal import * num = Decimal(\u0026#39;3.456\u0026#39;) print(num.quantize(Decimal(\u0026#39;1.00\u0026#39;), ROUND_CEILING)) print(num.quantize(Decimal(\u0026#39;1.00\u0026#39;), ROUND_FLOOR)) # Вывод:\r3.46\r3.45 Модуль fractions #\rДля использования: from fractions import Fraction\nТип данных Fraction представляет из себя рациональное число в виде дроби.\nОсобенности и характеристики:\nFraction, как и Decimal, реализован программно, поэтому он в разы медленнее встроенных числовых типов данных int и float. Тип данных Fraction неизменяемый. Операции над данными этого типа приводят к созданию новых объектов, при этом старые не меняются. Fraction числа можно сравнивать между собой точно так же, как и любые другие числа (также можно сравнить Fraction и целые числа без явного приведения типов); с ним работат все арифметические операции (возведение в степень может вернуть float). При создании рационального числа Fraction, автоматически происходит сокращение числителя и знаменателя дроби, а если результат - целое число, то оно и будет выведено. Fraction числа можно передавать как аргументы функций, ожидающих float. Тогда они будут преобразованы во float. К примеру, модуль math, оперирующий float числами, может работать и с Fraction числами (возвращать функции будут float). Создать Fraction число можно несколькими способами:\nиз целых чисел, передав значения числителя и знаменателя дроби; из строки на основании десятичного представления; из строки на основании обыкновенной дроби; из числа с плавающей точкой (не рекомендуется, так как в Fraction попадет уже неправильно округленное число). from fractions import Fraction num1 = Fraction(3, 4) # 3 – числитель, 4 – знаменатель num2 = Fraction(\u0026#39;0.55\u0026#39;) num3 = Fraction(\u0026#39;1/9\u0026#39;) Методы и свойства #\rnumerator - для получения числителя, denominator - для получения знаменателя: from fractions import Fraction num = Fraction(\u0026#39;5/16\u0026#39;) print(\u0026#39;Числитель дроби равен:\u0026#39;, num.numerator) print(\u0026#39;Знаменатель дроби равен:\u0026#39;, num.denominator) # Вывод:\rЧислитель дроби равен: 5\rЗнаменатель дроби равен: 16 as_integer_ratio() – возвращает кортеж, состоящий из числителя и знаменателя данного Fraction числа. limit_denominator() – возвращает самую близкую к данному числу рациональную дробь, чей знаменатель не превосходит переданного аргумента: from fractions import Fraction import math print(\u0026#39;PI =\u0026#39;, math.pi) num = Fraction(str(math.pi)) print(\u0026#39;No limit =\u0026#39;, num) for d in [1, 5, 50, 90, 100, 500, 1000000]: limited = num.limit_denominator(d) print(limited) # Вывод:\rPI = 3.141592653589793\rNo limit = 3141592653589793/1000000000000000\r3\r16/5\r22/7\r267/85\r311/99\r355/113\r3126535/995207 В Python нельзя совершать арифметические операции (+, -, *, /) между типами Decimal и Fraction.\rКомплексные числа в Python #\rОбщая форма представления комплексного числа следующая: real + imag j, где\nreal – вещественная часть комплексного числа; imag – мнимая часть комплексного числа, которая завершается символом j или J. Особенности и характеристики:\nС complex числами работают все привычные операции: сложение, вычитание, умножение, деление, возведение в степень. Мы также можем совершать арифметические операции над complex и целыми числами (миксовать complex, int, float). Для работы с комплексными числами вместо модуля math нужно использовать модуль cmath z1 = 5 + 7j z2 = 1j z3 = -3 + 5J z4 = 1.5 + 3.2j print(z1, z2, z3, z4, sep=\u0026#39;\\n\u0026#39;) print(type(z1)) # Вывод:\r(5+7j)\r1j\r(-3+5j)\r(1.5+3.2j)\r\u0026lt;class \u0026#39;complex\u0026#39;\u0026gt; Комплексные числа можно создать с помощью литерала, как выше, а можно с помощью функции complex(), которая принимает два аргумента: вещественную и мнимую часть числа, либо строковое представление числа:\nz1 = -3 + 2j # создание на основе литерала z2 = complex(6, -8) # z2 = 6 - 8j z3 = complex(0, 2.5) # z3 = 2.5j z4 = complex(5, 0) # z4 = 5 + 0j z5 = complex(\u0026#39;3+4j\u0026#39;) # создание на основе строки print(z1, z2, z3, z4, z5, sep=\u0026#39;\\n\u0026#39;) # Вывод:\r(-3+2j)\r(6-8j)\r2.5j\r(5+0j)\r(3+4j) Методы и свойства #\rreal - для получения вещественной части, а imag - для мнимой: z = 3+4j print(\u0026#39;Действительная часть =\u0026#39;, z.real) print(\u0026#39;Мнимая часть =\u0026#39;, z.imag) # Вывод:\rДействительная часть = 3.0\rМнимая часть = 4.0 conjugate() - возвращает сопряжённое комплексное число. Для нахождения модуля комплексного числа, используется встроенная функция abs(). ","date":"14 мая 2024","externalUrl":null,"permalink":"/HFK_website/posts/frac_dec_compl/","section":"Конспекты","summary":"Точные числа с плавающей точкой, дроби и комплексные числа.","title":"Decimal, Fraction и комлексные числа в Python","type":"posts"},{"content":"","date":"13 мая 2024","externalUrl":null,"permalink":"/HFK_website/tags/random/","section":"Tags","summary":"","title":"Random","type":"tags"},{"content":"","date":"13 мая 2024","externalUrl":null,"permalink":"/HFK_website/tags/string/","section":"Tags","summary":"","title":"String","type":"tags"},{"content":"\rМодуль random #\rДля использования: import random\nФункции и методы:\nrandint() - принимает два обязательных аргумента a и b и возвращает псевдослучайное целое число из [a, b]; randrange() - может принимать те же аргументы, что и range(), но вместо обычной последовательности чисел возвращает псевдослучайное число из этой последовательности; random() - не принимает аргументов и возвращает псевдослучайное число с плавающей точкой в диапазоне [0.0, 1.0); uniform() - возвращает псевдослучайное число с плавающей точкой в указанном диапазоне [a, b]; seed() - указывает начальное для генератора псевдослучайных чисел (по умолчанию начальное значение - системное время); shuffle() - принимает список в качестве обязательного аргумента и перемешивает его случайным образом; choice() - принимает список (строку, кортеж) в качестве обязательного аргумента и возвращает один случайный элемент; sample() - принимает два обязательных аргумента: первый – коллекция (последовательность), которая поддерживает индексацию (список, строка, кортеж), второй – количество случайных элементов. Возвращает список из указанного количества уникальных (имеющих разные индексы) случайных элементов. Модуль string #\rДля использования: import string\nВ модуле string есть удобные константные строки, которыми можно воспользоваться:\nprint(string.ascii_letters) print(string.ascii_uppercase) print(string.ascii_lowercase) print(string.digits) print(string.hexdigits) print(string.octdigits) print(string.punctuation) print(string.printable) # Вывод:\rabcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ\rABCDEFGHIJKLMNOPQRSTUVWXYZ\rabcdefghijklmnopqrstuvwxyz\r0123456789\r0123456789abcdefABCDEF\r01234567\r!\u0026#34;#$%\u0026amp;\u0026#39;()*+,-./:;\u0026lt;=\u0026gt;?@[\\]^_`{|}~\r0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!\u0026#34;#$%\u0026amp;\u0026#39;()*+,-./:;\u0026lt;=\u0026gt;?@[\\]^_`{|}~ \\t\\n\\r\\x0b\\x0c ","date":"13 мая 2024","externalUrl":null,"permalink":"/HFK_website/posts/random_string/","section":"Конспекты","summary":"Модуль random #\rДля использования: import random","title":"Модули string и random","type":"posts"},{"content":"\rСписки (кратко), кортежи (кратко), множества, словари и всё, что с ними связано. Первая часть серии конспектов по языку Python.\rВещи, которые я бы хотел запомнить #\rСинглтон - это паттерн проектирования, гарантирующий, что у класса будет только один экземпляр.\nФункция-критерий, которая возвращает значение True или False, называется предикатом.\nИтератор - итерируемый объект (например \u0026lt;map object at 0x...\u0026gt;).\nКоллекциями в языке Python принято называть типы данных, в том или ином виде хранящие ссылки на ряд других объектов.\nСравнение строк происходит по старшинству в алфавите, а старше та буква, которая ближе к концу алфавита.\nprint((\u0026quot;NO\u0026quot;, \u0026quot;YES\u0026quot;)[num1.issuperset(num2)]) - в квадратных скобках мы получаем результат логического выражения (True - 1 или False - 0). Значит после кортежа будет либо [0], либо [1] - индекс элемента, который мы выберем из самого кортежа.\nЧтобы не использовать экранирование при работе с текстом, можно воспользоваться raw strings, т.е. вместо такого кода: path = 'C:\\\\new\\\\text.txt', использовать код: path = r'C:\\new\\text.txt'.\nПри вызове метода мы используем скобки: (например) close(), а при вызове свойства (атрибута) скобок нет closed. Методы совершают действия, а свойства возвращают информацию об объекте.\nПри конвертации строки в число, функция int() игнорирует пробелы и символы табуляции, перевода строки и т.п.\nЕсли использовать строчные методы islower()/isupper() для строки, состоящей только из небуквенных символов, вернёся False.\nСписки #\rСписки изменяемы; в них допускается выход на границы, просто возьмется весь список до конца; список может содержать элементы разных типов данных; списки - ссылочный тип даных.\nЕсли мы хотим копировать список letters = ['a', 'b', 'c', 'd'], мы можем сделать это следующими способами:\nnew_letters = letters[:] new_letters = list(letters) new_letters = letters.copy() Чтобы вывести список в одну строку, можно восползоваться методом join() или распаковать print(*student)\rСписочные методы и операторы:\nметод append() добавляет новый элемент в конец списка; метод extend() расширяет один список другим списком; метод insert() вставляет значение в список в заданной позиции; метод index() возвращает индекс первого элемента, значение которого равняется переданному в метод значению; метод remove() удаляет первый элемент, значение которого равняется переданному в метод значению; метод pop() удаляет элемент по указанному индексу и возвращает его; метод count() возвращает количество элементов в списке, значения которых равны переданному в метод значению; метод reverse() инвертирует порядок следования значений в списке, то есть меняет его на противоположный; метод copy() создает поверхностную копию списка.; метод clear() удаляет все элементы из списка; оператор del позволяет удалять элементы списка по определенному индексу. Методы строк, работающие со списками:\nМетод split() разбивает строку на слова, используя в качестве разделителя последовательность пробельных символов, символ табуляции (\\t) или символ новой строки (\\n). Метод join() собирает строку из элементов списка, используя в качестве разделителя строку, к которой применяется метод. Если нужно получить очищенную от знаков препинания и заглавных букв строку, можно воспользоваться следующей конструкцией: text = [word.strip('.,!?:;-') for word in input().lower().split()]\rМатрицы #\rИндексы i и j элементов на главной диагонали квадратной матрицы связаны соотношением i = j. На побочной диагонали: i + j + 1 = n (или j = n - i - 1), где n — размерность матрицы.\nЗаметим также, что:\nесли элемент находится выше главной диагонали, то i \u0026lt; j, если ниже – i \u0026gt; j. если элемент находится выше побочной диагонали, то i + j + 1 \u0026lt; n, если ниже - i + j + 1 \u0026gt; n. Если мы вводим элементы построчно, то может задать матрицу так:\nn, m = [int(i) for i in input().split()] matrix = [[int(i) for i in input().split()] for _ in range(n)] Кортежи #\rКортежи являются неизменяемыми списками. В литеральной форме кортеж записывается в виде последовательности элементов в круглых скобках, а список – в квадратных.\nДля создания кортежа с единственным элементом после значения элемента ставят замыкающую запятую: my_tuple = (1,).\nВажно понимать: список внутри кортежа можно изменить. Списки являются ссылочными типами данных, поэтому в кортеже хранится ссылка на список, которая не меняется при изменении самого списка.\nФункции, возвращающие несколько значений, возвращают кортеж.\rКортежи поддерживают:\nдоступ к элементу по индексу (только для получения значений элементов); методы, в частности index(), count(); встроенные функции, в частности len(), sum(), min() и max(); срезы; оператор принадлежности in; операторы конкатенации (+) и повторения (*). Чтобы присвоить переменным значения элементов кортежа, можно воспользоваться следующим кодом (кол-во переменных должно совпадать с кол-вом элементов кортежа):\ncolors = (\u0026#39;red\u0026#39;, \u0026#39;green\u0026#39;, \u0026#39;blue\u0026#39;, \u0026#39;cyan\u0026#39;) (a, b, c, d) = colors # Скобки можно опустить Однако, если необходимо получить лишь какие-то отдельные значения, то в качестве \u0026ldquo;ненужных\u0026rdquo; переменных позволено использовать символ нижнего подчеркивания _.\nЕсть способ собрать сразу несколько значений в одну переменную. Это делается при помощи звездочки перед именем переменной.\na, b, *tail = 1, 2, 3, 4, 5, 6 - в этом случае в переменной a будет записана единица, в переменной b — двойка, а в переменной tail — список, состоящий из всех аргументов, которые не попали в предыдущие переменные. В данном случае tail будет равен [3, 4, 5, 6]. tail всегда будет списком, даже когда в него попадает лишь один элемент или даже ноль.\nЗвездочка может быть только у одного аргумента, но необязательно у последнего.\nЕсли нужно распаковать единственное значение в кортеже, после имени переменной должна идти запятая. Приведенный ниже код:\na = 1, # не распаковка, а просто присвоение b, = 1, # распаковка print(a) print(b) # Вывод:\r(1,)\r1 Таким же образом можно распаковывать и список, и строку\rМножества #\rОбщая информация #\rМножество – структура данных, организованная так же, как математические множества.\nОсобенности:\nвсе элементы множества различны (уникальны), два элемента не могут иметь одинаковое значение; множества неупорядочены, то есть элементы не хранятся в каком-то определенном порядке; элементы множества должны относиться к неизменяемым типам данных; хранящиеся в множестве элементы могут иметь разные типы данных. Чтобы создать множество, нужно перечислить его элементы через запятую в фигурных скобках:\nnumbers = {2, 4, 6, 8, 10} languages = {\u0026#34;Python\u0026#34;, \u0026#34;C#\u0026#34;, \u0026#34;C++\u0026#34;, \u0026#34;Java\u0026#34;} Пустое множество создаётся, например, через set().\nПри выводе множества порядок элементов может отличаться от существовавшего при его создании, поскольку множества — неупорядоченные коллекции данных.\nВстроенная функция set() помимо создания пустого множества может преобразовывать некоторые типы объектов в множества.\nВ неё можно передать один аргумент, который, в свою очередь, должен быть итерируемым объектом (таким как список, кортеж или строковое значение). Отдельные элементы объекта, передаваемого в качестве аргумента, становятся элементами множества:\nmyset1 = set(range(10)) # множество из элементов последовательности myset2 = set([1, 2, 3, 4, 5]) # множество из элементов списка myset3 = set(\u0026#39;abcd\u0026#39;) # множество из элементов строки myset4 = set((10, 20, 30, 40)) # множество из элементов кортежа Попытка добавить в множество кортеж со списком приведёт к ошибке!\rmytuple = ([1, 2, 3], [4, 5, 6]) myset = set(mytuple) # Вывод:\rTypeError: unhashable type: \u0026#39;list\u0026#39; Если требуется создать множество, в котором каждый элемент — строковое значение, содержащее более одного символа, то используем код: myset = set(['aaa', 'bbbb', 'cc']).\nПроверить принадлежит ли какой-либо объект множеству можно с помощью оператора in:\ntremendously_huge_set = {\u0026#34;red\u0026#34;, \u0026#34;green\u0026#34;, \u0026#34;blue\u0026#34;} if \u0026#34;green\u0026#34; in tremendously_huge_set: print(\u0026#34;Green is there!\u0026#34;) else: print(\u0026#34;Unfortunately, there is no green...\u0026#34;) # Вывод: Green is there! Индексация, конкатенация, умножение на число и срезы недоступны для множеств, а значит перебор элементов по индексу не получится, поэтому, например, в цикле, мы должны перебирать сами элементы из множества.\nЧтобы вывести все элементы множества, мы можем его распаковать (при этом не гарантируется, что вывод будет упорядоченным):\nnumbers = {0, 1, 1, 2, 3, 3, 3, 5, 6, 7, 7} print(*numbers, end=\u0026#39; \u0026#39;) # Вывод: 0 1 1 2 3 3 3 5 6 7 7 Если мы хотим упорядочить вывод множества, можем воспользоваться встроенной функцией sorted() (возвращает список):\nnumbers = {0, 1, 1, 2, 3, 3, 3, 5, 6, 7, 7} sorted_numbers = sorted(numbers) print(*sorted_numbers, end=\u0026#39; \u0026#39;) Встроенная функция sorted() имеет опциональный параметр reverse. Если установить этот параметр в значение True, произойдет сортировка по убыванию.\nТакже есть второй парметр key, с помощью которого можно указать функцию, по которой будет происходить сортировка (например, int или len). Важно, что функция при этом пишется без скобок, как это обычно происходит.\nМетоды множеств #\rДля добавления нового элемента в множество используется метод add(); Метод remove() удаляет элемент из множества с генерацией исключения (ошибки) в случае, если такого элемента нет; Метод discard() удаляет элемент из множества без генерации исключения (ошибки), если элемент отсутствует; Метод pop() удаляет и возвращает случайный элемент из множества с генерацией исключения (ошибки) при попытке удаления из пустого множества; Метод clear() удаляет все элементы из множества. Методы, НЕ изменяющие сами множества #\runion() - объединение множеств. myset1 = {1, 2, 3, 4, 5} myset2 = {3, 4, 6, 7, 8} myset3 = myset1.union(myset2) print(myset3) Для объединения двух множеств можно также использовать оператор |.\nmyset1 = {1, 2, 3, 4, 5} myset2 = {3, 4, 6, 7, 8} myset3 = myset1 | myset2 print(myset3) intersection() - пересечение множеств.\nАльтернатива: оператор \u0026amp;.\ndifference() - разность множеств.\nАльтернатива: оператор -.\nsymmetric_difference() - симметрическая разность множеств.\nАльтернатива: оператор ^.\nМетоды, ИЗМЕНЯЮЩИЕ множества #\rupdate() - изменяет исходное множество по объединению.\nАналогичный результат получается, если использовать оператор |=.\nintersection_update() - изменяет исходное множество по пересечению.\nАналогичный результат получается, если использовать оператор \u0026amp;=.\ndifference_update() - изменяет исходное множество по разности.\nАналогичный результат получается, если использовать оператор -=.\nsymmetric_difference_update() - изменяет исходное множество по симметрической разности.\nАналогичный результат получается, если использовать оператор ^=.\nВсе основные операции над множествами выполняются двумя способами: при помощи метода или соответствующего ему оператора. Различие заключается в том, что метод может принимать в качестве аргумента не только множество (тип данных set), но и любой итерируемый объект (список, строку, кортеж и т.д.)\nmylist = [2021, 2020, 2019, 2018, 2017, 2016] mytuple = (2021, 2020, 2016) mystr = \u0026#39;abcd\u0026#39; myset = {2009, 2010, 2016} print(myset.union(mystr)) # объединяем со строкой print(myset.intersection(mylist)) # пересекаем со списком print(myset.difference(mytuple)) # находим разность с кортежем # Вывод:\r{2016, \u0026#39;c\u0026#39;, \u0026#39;b\u0026#39;, \u0026#39;a\u0026#39;, \u0026#39;d\u0026#39;, 2009, 2010}\r{2016}\r{2009, 2010} Некоторые методы (union(), intersection(), difference()) и операторы (|, \u0026amp;, -, ^) позволяют совершать операции над несколькими множествами сразу.\nОператор ^ симметрической разности позволяет использовать несколько множеств, а метод symmetric_difference() – нет.\nПриоритет операторов в порядке убывания (верхние операторы имеют более высокий приоритет, чем нижние):\nОператор Описание - разность \u0026amp; пересечение ^ симметрическая разность | объединение Другие методы #\rissubset() - используется для определения, является ли одно из множеств подмножеством другого. Возвращает True или False. set1 = {2, 3} set2 = {1, 2, 3, 4, 5, 6} print(set1.issubset(set2)) # Вывод: True Для определения, является ли одно из множеств подмножеством другого, также применяются операторы \u0026lt;= (нестрогое подмножество) и \u0026lt; (строгое подмножество). Следующий код аналогичен предыдущему по функционалу:\nset1 = {2, 3} set2 = {1, 2, 3, 4, 5, 6} print(set1 \u0026lt;= set2) issuperset() - используется для определения, является ли одно из множеств надмножеством другого. Возвращает True или False.\nВ качестве альтернативы используются операторы \u0026gt;= (нестрогое надмножество) и \u0026gt; (строгое надмножество).\nisdisjoint() - используется для определения отсутствия общих элементов в множествах. Возвращает True или False.\nДанные методы могут принимать в качестве аргумента не только set(), но и любой итерируемый объект (список, строку, кортеж\u0026hellip;). В то же время они могут применяться только к set() или неизменяемому множеству (тип данных frozenset). При этом операторы \u0026gt;, \u0026lt;, \u0026gt;=, \u0026lt;= требуют наличия в качестве операндов множества.\nГенератор множеств #\rЧтобы создать множество, содержащее цифры введённого числа, можно воспользоваться следующей конструкцией: digits = {int(c) for c in input()}\nОбщий вид генератора множеств следующий:\n{выражение for переменная in последовательность},\nгде выражение – некоторое выражение, как правило, зависящее от использованной в списочном выражении переменной, которым будут заполнены элементы множества; переменная – имя некоторой переменной; последовательность – последовательность значений, которые она принимает (любой итерируемый объект).\nВ генераторах множеств можно использовать условный оператор. Например, если требуется создать множество, заполненное только цифрами некоторой строки, то мы можем написать такой код: digits = {int(d) for d in 'abcd12ef78ghj90' if d.isdigit()}\nЕсли же нужно включить else, то используется тернарный условный опреатор:\nalnums = {int(d) if d.isdigit() else ord(d) for d in 'abcd12ef78ghj90'}\nFrozenset #\rТип коллекций frozenset() - это неизменяемое множество. Создание неизменяемых множеств:\nmyset1 = frozenset({1, 2, 3}) # на основе множества myset2 = frozenset([1, 1, 2, 3, 4, 4, 4, 5, 6, 6]) # на основе списка myset3 = frozenset(\u0026#39;aabcccddee\u0026#39;) # на основе строки Над замороженными множествами можно производить все операции, которые можно производить над обычными множествами (само собой, если операция не изменяет исходное множество). Результатом операций над замороженными множествами будут также замороженные множества.\nБудучи изменяемыми, обычные множества не могут быть элементами других множеств. Замороженные множества являются неизменяемыми, а значит могут быть элементами других множеств.\nСравнивать обычные и неизменяемые множества можно.\rСловари #\rОбщая информация #\rСловари (тип данных dict) – изменяемые коллекции элементов с произвольными индексами – ключами. Если в списках элементы индексируются целыми числами, начиная с 0, то в словарях — уникальными ключами, в том числе в виде строк.\nСловарь — реализация структуры данных \u0026ldquo;ассоциативный массив\u0026rdquo; или \u0026ldquo;хеш таблица\u0026rdquo;.\rВ словорях нет привычных индексов (0, 1, 2, \u0026hellip;)!\nКлючи должны быть неизменяемым типом данных, а тип данных значения - произволен.\nСловари принципиально отличаются от списков по структуре хранения в памяти. Список — последовательная область памяти, то есть все его элементы (указатели на элементы) действительно хранятся в указанном порядке, расположены последовательно. Благодаря этому и можно быстро «прыгнуть» к элементу по его индексу. В словаре же используется специальная структура данных — хеш-таблица. Она позволяет вычислять числовой хеш от ключа и использовать обычные списки, где в качестве индекса элемента берется этот хеш.\nЧтобы создать словарь, нужно перечислить его элементы (пары ключ-значение) через запятую в фигурных скобках, как и элементы множества. Первым указывается ключ, после двоеточия – значение, доступное в словаре по этому ключу. Приведенный ниже код создает словарь, в котором ключом служит строка – название языка программирования, а значением – имя создателя языка.\nlanguages = {\u0026#39;Python\u0026#39;: \u0026#39;Гвидо ван Россум\u0026#39;, \u0026#39;C#\u0026#39;: \u0026#39;Андерс Хейлсберг\u0026#39;, \u0026#39;Java\u0026#39;: \u0026#39;Джеймс Гослинг\u0026#39;, \u0026#39;C++\u0026#39;: \u0026#39;Бьёрн Страуструп\u0026#39;} Извлекать значение словаря слудует также, как если бы мы извлекали элемент списка, но вместо индекса пишем ключ в квадратных скобках:\nprint(\u0026#39;Создателем языка C# является\u0026#39;, languages[\u0026#39;C#\u0026#39;]) В качестве ключа можно указать выражение. Python вычислит его значение и обратится к искомому элементу:\nprint(\u0026#39;Создателем языка C# является\u0026#39;, languages[\u0026#39;C\u0026#39; + \u0026#39;#\u0026#39;]) Если ключи словаря – строки без каких-либо специальных символов, то для создания словаря можно использовать функцию dict(). Приведённый ниже код создает словарь с тремя элементами, ключами которого служат строки \u0026rsquo;name\u0026rsquo;, \u0026lsquo;age\u0026rsquo;, \u0026lsquo;job\u0026rsquo;, а значениями – \u0026lsquo;Timur\u0026rsquo;, 28, \u0026lsquo;Teacher\u0026rsquo;.\ninfo = dict(name = \u0026#39;Timur\u0026#39;, age = 28, job = \u0026#39;Teacher\u0026#39;) Создавать словари можно на основе списков кортежей или кортежей списков. Первый элемент списка или кортежа станет ключом, второй — значением.\nЕсли необходимо создать словарь, каждому ключу которого соответствует одно и то же значение, можно воспользоваться методом fromkeys(). Приведенный ниже код создает словарь с тремя элементами, где ключи — строки \u0026rsquo;name\u0026rsquo;, \u0026lsquo;age\u0026rsquo;, \u0026lsquo;job\u0026rsquo;, а соответствующие им значения: \u0026lsquo;Missed information\u0026rsquo;, \u0026lsquo;Missed information\u0026rsquo;, \u0026lsquo;Missed information\u0026rsquo;.\ndict1 = dict.fromkeys([\u0026#39;name\u0026#39;, \u0026#39;age\u0026#39;, \u0026#39;job\u0026#39;], \u0026#39;Missed information\u0026#39;) Если методу fromkeys() не передать второй параметр, то по умолчанию присваивается значение None.\nПустой словарь #\rПустой словарь можно создать так:\ndict1 = {} dict2 = dict() Начиная с версии Python 3.6, словари являются упорядоченными, то есть сохраняют порядок следования ключей в порядке их внесения в словарь.\nОсновы работы со словорями #\rОператор in позволяет проверить, содержит ли словарь заданный ключ; Встроенная функция sum() принимает в качестве аргумента словарь с числовыми ключами и вычисляет сумму его ключей; Встроенные функции min() и max() принимают в качестве аргумента словарь и находят минимальный и максимальный ключ соответственно, при этом ключ может принадлежать к любому типу данных, для которого возможны операции порядка \u0026lt;, \u0026lt;=, \u0026gt;, \u0026gt;= (числа, строки, и т.д.); Словари можно сравнивать между собой операторами == и !=. Равные словари имеют одинаковое количество элементов и содержат равные элементы (ключ: значение); Срезы, операция конкатенации и умножения на число недоступны для сроварей. Перебор элементов словаря #\rВывод ключей:\ncapitals = {\u0026#34;Россия\u0026#34;: \u0026#34;Москва\u0026#34;, \u0026#34;Франция\u0026#34;: \u0026#34;Париж\u0026#34;, \u0026#34;Чехия\u0026#34;: \u0026#34;Прага\u0026#34;} for key in capitals: print(key) Вывод значений:\nfor key in capitals: print(capitals[key]) Словарный метод keys() возвращает список ключей всех элементов словаря: for key in capitals.keys(): # итерируем по списку [\u0026#34;Россия\u0026#34;, \u0026#34;Франция\u0026#34;, \u0026#34;Чехия\u0026#34;] print(key) # Вывод:\rРоссия\rФранция\rЧехия Словарный метод values() возвращает список значений всех элементов словаря.\nСловарный метод items() возвращает список всех элементов словаря, состоящий из кортежей пар (ключ, значение).\nСловарные методы items(), keys(), values() возвращают не совсем обычные списки. Типы этих списков – dict_items, dict_keys, dict_values, соответственно, в отличие от обычных списков list. Методы обычных списков недоступны для списков типа dict_items, dict_keys, dict_values. Нужно использовать явное преобразование с помощью функции list() для получения доступа к методам списков.\rЕсли требуется вывести только ключи словаря, то мы так же можем использовать операцию распаковки словаря: print(*capitals, sep=\u0026quot;\\n\u0026quot;)\nСортировка по ключам выполняется с использованием функции sorted() (возвращает отсортированный список ключей, а не словарь):\nfor key in sorted(capitals): print(key) Для сортировки словаря по значениям можно использовать функцию sorted() вместе с методом items() (возвращает не словарь, а отсортированный по значениям список кортежей):\nfor key, value in sorted(capitals.items(), key=lambda x: x[1]): print(value) Методы и операторы словарей #\rЧтобы изменить значение по определенному ключу в словаре, достаточно использовать индексацию вместе с оператором присваивания. При этом если ключ уже присутствует в словаре, его значение заменяется новым, если же ключ отсутствует – то в словарь будет добавлен новый элемент.\ninfo = {\u0026#39;name\u0026#39;: \u0026#39;Sam\u0026#39;, \u0026#39;age\u0026#39;: 28, \u0026#39;job\u0026#39;: \u0026#39;Teacher\u0026#39;} info[\u0026#39;name\u0026#39;] = \u0026#39;Timur\u0026#39; # изменяем значение по ключу name info[\u0026#39;email\u0026#39;] = \u0026#39;timyr-guev@yandex.ru\u0026#39; # добавляем в словарь элемент с ключом email print(info) Для того чтобы избежать возникновения ошибки в случае отсутствия ключа в словаре, можно использовать метод get(), способный кроме ключа принимать и второй аргумент – значение, которое вернется, если заданного ключа нет. Когда второй аргумент не указан, то метод в случае отсутствия ключа возвращает None. info = {\u0026#39;name\u0026#39;: \u0026#39;Bob\u0026#39;, \u0026#39;age\u0026#39;: 25, \u0026#39;job\u0026#39;: \u0026#39;Dev\u0026#39;} item1 = info.get(\u0026#39;salary\u0026#39;) item2 = info.get(\u0026#39;salary\u0026#39;, \u0026#39;Информации о зарплате нет\u0026#39;) print(item1) print(item2) # Вывод:\rNone\rИнформации о зарплате нет Метод update() реализует своеобразную операцию конкатенации для словарей. Он объединяет ключи и значения одного словаря с ключами и значениями другого. При совпадении ключей в итоге сохранится значение словаря, указанного в качестве аргумента метода update(). info1 = {\u0026#39;name\u0026#39;: \u0026#39;Bob\u0026#39;, \u0026#39;age\u0026#39;: 25, \u0026#39;job\u0026#39;: \u0026#39;Dev\u0026#39;} info2 = {\u0026#39;age\u0026#39;: 30, \u0026#39;city\u0026#39;: \u0026#39;New York\u0026#39;, \u0026#39;email\u0026#39;: \u0026#39;bob@web.com\u0026#39;} info1.update(info2) print(info1) # Вывод: {\u0026#39;name\u0026#39;: \u0026#39;Bob\u0026#39;, \u0026#39;age\u0026#39;: 30, \u0026#39;job\u0026#39;: \u0026#39;Dev\u0026#39;, \u0026#39;city\u0026#39;: \u0026#39;New York\u0026#39;, \u0026#39;email\u0026#39;: \u0026#39;bob@web.com\u0026#39;} В Python 3.9 появились операторы | и |=, которые реализуют операцию конкатенации словарей.\rМетод setdefault() позволяет получить значение из словаря по заданному ключу, автоматически добавляя элемент словаря, если он отсутствует.\nМетод принимает два аргумента: key: ключ, значение по которому следует получить, если таковое имеется в словаре, либо создать. default: значение, которое будет использовано при добавлении нового элемента в словарь. Важно! get() только получает значение, не меняя словарь, в то время как setdefault() не только получает значение, но и изменяет словарь.\rС помощью оператора del можно удалять элементы словаря по ключу: del info['email'] (если удаляемого ключа в словаре нет, возникнет ошибка KeyError). Метод pop() удаляет элемент словаря по ключу, возвращая его значение: email = info.pop('email') (при отутствии ключа также возвращает ошибку, если не передать второй аргумент). Метод popitem() удаляет из словаря последний добавленный элемент и возвращает удаляемый элемент в виде кортежа (ключ, значение). Метод clear() удаляет все элементы из словаря: info.clear(). Метод copy() создает поверхностную копию словаря: info_copy = info.copy() (оператор присваивания (=) не копирует словарь, а лишь присваивает ссылку на старый словарь новой переменной.). Вложенные словари #\rЧтобы обратиться к элементу вложенного словаря, нужно указать ключи в нескольких квадратных скобках (подобно спискам).\nГенераторы словарей #\rОбщий вид: {ключ: значение for переменная in последовательность}\nПримеры использования:\nЧтобы создать словарь, где ключи – числа от 0 до 5, а значения – квадраты ключей, можем воспользоваться следующим кодом: squares = {i: i**2 for i in range(6)}; Для вычисления ключа и значения в генераторе словаря могут быть использованы выражения: lst = [\u0026#39;ReD\u0026#39;, \u0026#39;GrEeN\u0026#39;, \u0026#39;BlUe\u0026#39;] dct = {c.lower(): c.upper() for c in lst} print(dct) # Вывод: {\u0026#39;red\u0026#39;: \u0026#39;RED\u0026#39;, \u0026#39;green\u0026#39;: \u0026#39;GREEN\u0026#39;, \u0026#39;blue\u0026#39;: \u0026#39;BLUE\u0026#39;} Извлечение из словаря элементов с определенными ключами: dict1 = {0: \u0026#39;A\u0026#39;, 1: \u0026#39;B\u0026#39;, 2: \u0026#39;C\u0026#39;, 3: \u0026#39;D\u0026#39;, 4: \u0026#39;E\u0026#39;, 5: \u0026#39;F\u0026#39;} selected_keys = [0, 2, 5] dict2 = {k: dict1[k] for k in selected_keys} print(dict2) # Вывод: {0: \u0026#39;A\u0026#39;, 2: \u0026#39;C\u0026#39;, 5: \u0026#39;F\u0026#39;} Мы также можем использовать генераторы словарей для создания вложенных словарей: squares = {i: {j: j**2 for j in range(i + 1)} for i in range(5)} for value in squares.values(): print(value) # Вывод:\r{0: 0}\r{0: 0, 1: 1}\r{0: 0, 1: 1, 2: 4}\r{0: 0, 1: 1, 2: 4, 3: 9}\r{0: 0, 1: 1, 2: 4, 3: 9, 4: 16} В генераторах словарей можно использовать условный оператор. Приведенный ниже код создает словарь, ключами которого являются четные числа от 0 до 9, а значениями – квадраты ключей: squares = {i: i**2 for i in range(10) if i % 2 == 0} (можно обойтись и без условного оператора, установив параметр step в функции range()).\n","date":"12 мая 2024","externalUrl":null,"permalink":"/HFK_website/posts/collections/","section":"Конспекты","summary":"Списки (кратко), кортежи (кратко), множества, словари и всё, что с ними связано.","title":"Коллекции в Python","type":"posts"},{"content":"","externalUrl":null,"permalink":"/HFK_website/categories/","section":"Categories","summary":"","title":"Categories","type":"categories"},{"content":"\rСерия конспектов по языку программирования Python.\rЕсли вы новичок, не рекомендую читать это в качестве основного материала, потому что самая базовая информация здесь опущена. Тем не менее, начиная с параграфа \u0026ldquo;Кортежи\u0026rdquo; первой части серии, я старался записать как можно больше информации. Важно отметить, что конпект Функции в Python также подразумевает, что вы уже знаете основы работы с функциями.\n","externalUrl":null,"permalink":"/HFK_website/python/","section":"🎉","summary":"Серия конспектов по языку программирования Python.","title":"Python","type":"page"},{"content":"","externalUrl":null,"permalink":"/HFK_website/%D0%B0%D0%B2%D1%82%D0%BE%D1%80%D1%8B/","section":"Авторы","summary":"","title":"Авторы","type":"авторы"}] \ No newline at end of file +[{"content":"print(\u0026#34;Hello, World!\u0026#34;) ","date":"16 июля 2024","externalUrl":null,"permalink":"/HFK_website/","section":"🎉","summary":"print(\u0026#34;Hello, World!","title":"🎉","type":"page"},{"content":"","date":"16 июля 2024","externalUrl":null,"permalink":"/HFK_website/tags/memory/","section":"Tags","summary":"","title":"Memory","type":"tags"},{"content":"","date":"16 июля 2024","externalUrl":null,"permalink":"/HFK_website/tags/python/","section":"Tags","summary":"","title":"Python","type":"tags"},{"content":"","date":"16 июля 2024","externalUrl":null,"permalink":"/HFK_website/series/python/","section":"Series","summary":"","title":"Python","type":"series"},{"content":"","date":"16 июля 2024","externalUrl":null,"permalink":"/HFK_website/series/","section":"Series","summary":"","title":"Series","type":"series"},{"content":"","date":"16 июля 2024","externalUrl":null,"permalink":"/HFK_website/tags/","section":"Tags","summary":"","title":"Tags","type":"tags"},{"content":"\rДелюсь своими скромными познаниями\rЗдесь находятся мои конспекты о языке Python, программировании в целом и о других интересующих меня вещах. Материалы расположены в порядке убывания по дате, поэтому ранние конспекты находятся внизу.\nСтруктуризация и мыслеизложение могут показаться неправильными, так как конспекты были написаны в первую очередь для личного пользования.\n","date":"16 июля 2024","externalUrl":null,"permalink":"/HFK_website/posts/","section":"Конспекты","summary":"Делюсь своими скромными познаниями\rЗдесь находятся мои конспекты о языке Python, программировании в целом и о других интересующих меня вещах.","title":"Конспекты","type":"posts"},{"content":"\rКонспект посвящён объяснению понятия компьютерной памяти и тому, как эта память устроена в языке программирования Python\rКомпьютерная память #\rКак можем видеть из схемы ниже, память в компьюетере разделяется на внутреннюю и внешнюю:\ngraph LR;\rA{\"Компьютерная память\"}--\u003eB(\"Внутренняя память\");\rA--\u003eC(\"Внешние накопители\");\rB--\u003eD[\"Постоянная\"]\rB--\u003eE[\"Оперативная\"]\rB--\u003eF[\"Кэш-память\"]\rC--\u003eG[\"Жёсткие диски\"]\rC--\u003eH[\"Твердотельные накопители\"]\rC--\u003eI[\"Оптические диски\"]\rC--\u003eJ[\"Флеш накопители\"]\rПосмотрим подробнее на каждый тип памяти.\nВнутренняя память #\rХарактерными особенностями внутренней памяти по сравнению с внешней являются высокое быстродействие и ограниченный объем. Физически внутренняя память компьютера представляет собой интегральные микросхемы, которые размещаются в специальных гнездах на материнской плате. Чем больше размер внутренней памяти, тем более сложную задачу и с большей скоростью может решить компьютер.\nВнутренняя память подразделяется на:\nпостоянную память оперативную память кэш-память Постоянная память (ROM — read-only memory) — энергозависимая память, использующаяся для долговременного хранения неизменяемого массива данных. Содержание ПЗУ специальным образом закладываестя при его изготовлении для постоянного хранения. Из название как раз можно понять, что данная память предназначена только для чтения.\nОперативная память (RAM — Random Access Memory) — в большинстве случаев энергозависимая память, хранящая выполняемый машинный код программ, входные, выходные и промежуточные данные, обрабатываемые процессором в текущем сеансе работы ПК. После выключения питания компьютера, полностью очищается.\nМикросхемы оперативной памяти монтируются на печатной плате. Каждая такая плата снабжена контактами, расположенными вдоль нижнего края. Для подключения к другим устройствам компьютера такая плата вставляется своими контактами в специальный разъем (слот) на материнской плате. Материнская плата имеет несколько разъемов для модулей оперативной памяти, суммарный объем которых может принимать ряд фиксированных значений, например 2, 4, 8, 16, 32 Гб и более.\nОперативная память бывает нескольких типов: SDRAM, DDR, DDR2, DDR3, DDR4, DDR5. Каждый последующий тип памяти представляет собой улучшение предыдущего и позволяет новой памяти работать с большей скоростью. В данный момент в современных компьютерах используется оперативная память типа DDR4 и DDR5.\nКэш-память (cache) — промежуточный буфер с быстрым доступом к нему, содержащий информацию, которая может быть запрошена с наибольшей вероятностью. Эта память испольлзуется при обмене данными между процессором и оперативной памятью. Алгоритм ее работы позволяет сократить частоту обращений процессора к оперативной памяти и, следовательно, повысить производительность компьютера.\ngraph LR;\rA[Процессор] \u003c==\u003e B[Кэш-контроллер] \u003c--\u003e C[оперативная память];\rA \u003c==\u003e B;\rB \u003c--\u003e D[Кэш-память];\rB \u003c--\u003e D;\rСовременные процессоры оснащены кэшем, который состоит зачастую из трех уровней: L1 (первый уровень), L2 (второй уровень), L3 (третий уровень).\nL1 — наиболее быстрый уровень кэш-памяти, который работает напрямую с ядром процессора, в следствии чего обладает наименьшим временем доступа и работает на частотах, близких процессору. Размер данного кэша обычно не велик, а количество микросхем зачастую привязано к количеству ядер процессора, при этом у каждого ядра кэш свой собственный. Размер блока может варьироваться от 64-256 КБ у десктопов и ноутбуков до 1-2 МБ для серверных решений.\nСам L1 тоже имеет свое разделение. Он делится на кэш команд и кэш данных:\nПервый содержит информацию об операции, которой занимается ЦП, проще говоря, отвечает на вопрос: «Что надо сделать»;\nВторой хранит в себе данные, над которыми должны производиться вычисления.\nL2 — второй уровень более масштабный, нежели первый, но в результате, обладает меньшими скоростными характеристиками. Также привязан к ядру и не взаимодействует с остальными.\nL3 — третий уровень. Он более медленный, нежели два предыдущих, но всё же гораздо быстрее, чем оперативная память. Этот блок уже доступен для всех ядер процессора. На третьем уровне временно хранятся данные, которые хоть и важны для продуктивной работы, но регистры обращаются за этой информацией относительно нечасто.\n---\rconfig:\rthemeVariables:\rprimaryColor: \"#00FFFF\"\rfontFamily: verdana\rfontSize: 20px\r---\rgraph LR;\rsubgraph ;\rA[[ALU]] \u003c--\u003e B[Registers];\rB \u003c--\u003e D(L1 Ins\rcache);\rB \u003c---\u003e E(L1 D cache);\rD \u003c--\u003e F([L2 cache]);\rE \u003c--\u003e F;\rF \u003c--\u003e C(L3 cache);\rend;\rC \u003c--\u003e G((ROM));\rВнешняя память #\rНазначение внешней памяти компьютера заключается в долговременном хранении информации любого вида. Выключение питания компьютера не приводит к очистке внешней памяти и её объём в тысячи раз больше объёма внутренней памяти. Минус такой памяти в том, что обращение к ней требует гораздо большего времени.\nК устройствам внешней памяти относятся:\nЖёсткие магнитные диски (HDD — Hard Disk Drive) Твердотельные накопители (SSD — Solid State Drive) Оптические диски (CD-ROM, DVD-ROM, Blue-Ray и т.д.) Флеш-накопители Гибкие магнитные диски Наиболее распространенный вариант постоянной памяти — жесткие диски HDD. Они представляют собой один или несколько магнитных дисков, вращающихся с огромной скоростью (от 5 до 12 тысяч оборотов в минуту), и головок, предназначенных для считывания и записи информации. HDD являются надежными носителями информации, позволяют записывать и считывать информацию огромное количество раз. Неудобство в том, что они очень медленные и восприимчивы к ударам, падениям и прочим механическим воздействиям, особенно в момент работы.\nПочти у каждого уверенного пользователя ПК в наши дни скорее найдётся SSD, чем HDD. Их популярность неудивительна, ведь они имеют гораздо более высокую скорость записи и чтения и невосприимчивы к механическим воздействиям. Их можно было бы назвать идеальными накопителями, если бы не ощутимо конечное количество циклов чтения-записи.\nУправление памятью в Python #\rУправление памятью — это процесс выделения, распределения и координации памяти таким образом, чтобы все программы работали правильно и могли оптимально получать доступ к различным системным ресурсам. Управление памятью также включает в себя и очистку памяти от объектов, которые больше не нужны.\nСуществует два типа управления памятью: ручное и автоматическое.\nРучное управление включает в себя, как правило, три этапа:\nЗапрос памяти у операционной системы Работа с ней Возвращение памяти обратно в операционную систему Ручной подход управления (как в C, C++, Pascal и т.д.) позволяет работать с памятью максимально эффективно. Программист точно знает, сколько памяти ему выделено, зачем он её использует, и т.д. Однако помимо преимуществ такой подход имеет и ряд недостатков. Ключевой из них — сложность. Управлять памятью вручную — сложно и тяжело, поскольку легко забыть вернуть память обратно операционной системе, в результате чего возникает утечка: программа держит неиспользуемую память просто так, не давая применять ее для решения других задач.\nАвтоматическое управление памятью (как в Python, Java, JS, C#, Ruby и т.д.) берет на себя самый сложный этап — возвращение памяти обратно операционной системе, когда она уже не требуется. Восстановленная память может использоваться другими объектами. В определённых случаях это менее эффективно, но позволяет сильно сократить трудозатраты и повысить надежность процесса.\nPython — это язык с автоматическим управлением памятью. Причем для управления ею он использует несколько механизмов. При запуске Python программы создается новый процесс, в рамках которого операционная система выделяет пул ресурсов, включая виртуальное адресное пространство. В эту память загружается интерпретатор Python вместе со всеми необходимыми ему для работы данными, включая код написанной программы.\nОставшаяся свободная виртуальная память может использоваться для хранения информации об объектах Python. Для управления этой памятью в CPython используется специальный механизм, который называется аллокатор. Он используется каждый раз, когда вам нужно создать новый объект.\nОбычно мы в своих программах не оперируем большими объектами. Большая часть наших данных — это числа, строки и т.д., они занимают не такой уж большой объем в расчёте на одно значение. Но зато мы создаем их достаточно часто. И это приводило бы к проблемам, если бы Python абсолютно все такие вызовы транслировал в операционную систему. Системный вызов на выделение памяти — штука трудозатратная, зачастую связанная с переходом в контекст ядра операционной системы. Поэтому одна из главных задач аллокатора Python — оптимизация количества системных вызовов.\nДля больших объектов (больше 512 байт) Python выделяет память напрямую у ОС. Обычно таких объектов не очень много в рамках программы, и создаются они нечасто. Поэтому накладные расходы на создание таких объектов напрямую в RAM не так высоки.\rАллокатор для малых объектов (не больше 512 байт) использует три уровня абстракции:\nБлок — кусок памяти, используемый для хранения одного объекта. Пул — страница памяти, содержащий блоки (обычно 4 килобайта). Арена — большой непрерывный кусок памяти, содержащий пулы (обычно 256 килобайт). Блок #\rБлок — это кусок памяти, который может содержать только один Python объект фиксированного размера. Размер блока может варьироваться от 8 до 512 байт и должен быть кратен восьми. Все блоки в конкретном пуле имеют одинаковый размер и находятся в одном классе размера, который и определяет размер блока.\nЗапрос памяти в байтах Размер блока в байтах Индекс класса размера 1-8 8 0 9-16 16 1 17-24 24 2 25-32 32 3 33-40 40 4 41-48 48 5 \u0026hellip; \u0026hellip; \u0026hellip; 505-512 512 63 Таким образом, если необходимы:\n6 байт, то данные будут помещены в блок размером 8 байт; 42 байта, то данные будут помещены в блок размером 48 байт; и т.д. Пул #\rПулы состоят из блоков одного размера. Каждый пул работает по принципу двухсвязного списка с другими пулами того же размера, поэтому алгоритм может с легкостью найти необходимое место для требуемого размера блока даже среди множества пулов. Размер пула равен 4 килобайта.\nОграничение пула фиксированным размером блоков помогает с фрагментацией. Если объект уничтожается, аллокатор может заполнить это пространство новым объектом того же размера.\rДля эффективного управления пулами Python использует дополнительный список, который называется usedpools. Он хранит указатели на пулы, сгруппированные по классам. Как уже известно, все пулы с одинаковым размером блока связаны между собой с помощью двухсвязного списка. Чтобы перебрать их, нужно просто знать начало списка. Если пулов такого размера нет, то при первом запросе памяти будет создан новый.\nПулы находятся в трех состояниях:\nИспользуемый (used) — частично заполненный, какие-то блоки заняты, какие-то свободны; Полный (full) — полностью заполненный, все блоки заняты; Пустой (empty) — все блоки свободны и доступны для записи (хранятся в списке пустых пулов freepools). Используемый пул содержит блоки, в которые можно записать какую-то информацию. Блоки полного пула все распределены и уже содержат данные. Пустые пулы не содержат данных и могут быть разбиты на какие угодны классы размера при необходимости.\nДопустим, нашему коду необходимо 8 байт. Если в списке используемых пулов нет пулов с классом размера в 8 байт, то новый пустой пул инициализируется, как хранящий блоки по 8 байт. Затем пустой пул добавляется в список используемых пулов и может быть использован при следующих запросах.\nЗаполненный пул освобождает некоторые блоки, когда эта информация в них уже не нужна. Этот пул добавится в список используемых в соответствии со своим классом размера.\nПулы и блоки не выделяют память напрямую, вместо этого они используют уже выделенное пространство в аренах.\rАрены #\rАрена – это кусок памяти размером в 256 килобайт, который обеспечивает память для 64 пулов.\nАрены, в отличие от пулов, не имеют явных разделений на состояния. Они сами по себе организованы в двухсвязный список usable_arenas, который отсортирован по количеству свободных пулов. Чем меньше свободных пулов, тем ближе арена к началу списка.\nПоэтому наиболее полная арена будет выбрана для записи еще большего количества данных. Такое расположение арен позволяет снизить объем потребляемой программой памяти. Дело в том, что в некоторых случаях, когда память освобождается, она все еще остается недоступной операционной системе. Процесс Python держит ее распределенной и использует ее позже для новых данных. Полное освобождение памяти возвращает память в пользование операционной системе.\nАрены — единственные области, которые могут быть полностью освобождены. Таким образом мы понимаем, что те арены, которые находятся в списке ближе к пустому состоянию, должны быть освобождены. В таком случае, область памяти может быть действительно полностью освобождена, и соответственно общий объем памяти Python программы будет уменьшен.\nОсновной источник: https://stepik.org/lesson/624148/step/10?unit=619836\nДополнительные источники:\nhttps://habr.com/ru/companies/domclick/articles/530804/ https://market.marvel.ru/blog/komplektuyushchie-i-optsii/kesh-pamyat-protsessora/ https://github.com/python/cpython/blob/7d6ddb96b34b94c1cbdf95baa94492c48426404e/Objects/obmalloc.c ","date":"16 июля 2024","externalUrl":null,"permalink":"/HFK_website/posts/memory_python/","section":"Конспекты","summary":"Конспект посвящён объяснению понятия компьютерной памяти и тому, как эта память устроена в языке программирования Python\rКомпьютерная память #\rКак можем видеть из схемы ниже, память в компьюетере разделяется на внутреннюю и внешнюю:","title":"Устройство памяти в Python","type":"posts"},{"content":"\rВ этом конспекте в первую очередь представлены ответы на вопросы по книге, а также новые для меня вещи, которые я вынес после прочтения каждой главы. Какие-то главы опускаются (например, первая), если из них не извлечено ничего до момента прочтения мне неизвестного.\nКонспект будет пополняться по ходу прочтения книги\nОбщие вопросы, которые возникали по ходу прочтения, и на которые я находил ответы на просторах интернета:\nJIT-компилятор (just in time) — компилятор, выполняющий команды по ходу исполнения самой программы, в отличии от AOT-компилятора (ahead-of-time), который компилирует программу перед её непосредственным исполнением.\nPython REPL (read-evaluate-print loop) — интерактивный режим, в котором интерпретатор считывает команды построчно и сразу же выполняет их (выводя результат на экран, если нужно)\nРазличия IDLE и IDE: IDE (integrated development environment — интегрированная среда разработки) — программа, в которой разработчики пишут, тестируют и запускают код. Например VS Code. IDLE (Integrated Development and Learning Environment) — стандартная среда разработки Python. Обычно поставляется вместе с самим ЯП. Низкая функциональность, по сравнению с тем же VS Code.\nФайл с расширением .pyw — тот же самый .py, но при выполнении *.pyw терминал/консоль не открывается. При этом, файлы с расширением .pyw выполняются программой pythonw.exe, в то время как файлы с расширением .py выполняются python.exe.\nЕсть очередной способ форматирования строки, где вместо %s подставляется строковый объект из скобок. По функционалу один в один format(), полагаю.\nЧасть 1. Начало работы #\rГлава 2. Как Python выполняет программы #\rИнтерпретатор Python — программа, выполняющая написанные программы на Python\nИсходный код — последовательность операторов, записанная в текстовом файле с расширением .py\nБайт-код — форма кода, полученная путём компиляции исходного кода для последующей интерпретации. Не пересоздаётся, если программа была запущена повторно без изменения исходного кода и если версии Python при создании и запуске совпадают. Хранится в файле расширений .pyc.\nPVM — Python virtual machine (виртуальная машина Python). Нужна для интерпретации (исполнения) скомпилированного байт-кода.\nCPython, Jython, IronPython, PyPy, Stackless и т.д.\nCPython — стандартная реализация. Jython — реализация Python для интеграции с Java, а IronPython для интеграции с .NET.\nStackless — реализация Python, направленная на обеспечение параллелизма, PyPy — реализация Python, направленная на обеспечение высокой скорости выполнения. PyPy также является преемником Psyco, включает в себя концепции JIT-компилятора и поддержку Stackless.\nГлава 3. Как пользователь выполняет программы #\rЧто нового #\rУзнал больше про IDLE, научился им пользоваться; Узнал как использовать интерактивный интерпретатор. Ответы на вопросы #\rСеанс интерактивного интерпретатора можно запустить следующими способами:\nВ командной строке (Windows), терминале (Unix) путём введения команды python (или py) Найти значок запуска \u0026ldquo;Python \u0026lt;v\u0026gt;\u0026rdquo; в меню пуск Запуск среды IDLE В командной строке (Windows) или терминале (Unix).\nМодули можно запускать следующими способами:\nС помощью командной строки: python \u0026lt;filename.py\u0026gt; Щёлкнуть на значок файла Импортирования и перезагрузки: from importlib import reload import Studying reload(Studying) # Вывод:\rHello World!\rHello World! Использовать встроенную функцию exec(): exec(open(\u0026quot;Studying.py\u0026quot;).read()) С помощью IDE При открытии файла .py щелчком, после завершения программы окно моментально закрывается, из-за чего становится проблематичным рассмотреть вывод и сообщения об ошибках.\nПо умолчанию Python импортирует модуль единожды за сеанс (так как операция импорта довольно затратна), поэтому если исходный код был изменён и требуется выполнить новую версию, не перезапуская Python, на помощь приходит перезагрузка модуля командой reload().\nЧтобы запустить модуль в IDLE, нужно, для начала, находиться непосредственно в текстовом редакторе IDLE с открытым файлом модуля, там нажать Run Module.\nIDLE виснет и не сильно надёжный.\nПространство имён — пакет переменных (имён). Каждый файл модуля автоматически является пространством имён, то есть пакетом переменных, которые отражают присваивания, сделанные на верхнем уровне файла.\nЧасть 2. Типы и операции #\rГлава 4. Введение в типы объектов Python #\rЧто нового #\rUnicode — это стандарт, который определяет уникальные числовые коды (code points) для каждого символа в различных письменных системах мира; UTF-8 (Unicode Transformation Format) — кодировка, представляющая эти числовые коды в последовательности байтов.\nСуществует стиль форматирования строк, в котором используются %. Лично я не вижу смысла им пользоваться, так как существуют более свежие и быстрые альтернативы (f-strings, format()), но полезно для общего развития. Пример:\nname = \u0026#34;Ivan\u0026#34; print(\u0026#39;Hello, %s\u0026#39; % name) print(\u0026#39;%s, my friend %s\u0026#39; % (\u0026#39;Hello\u0026#39;, name)) # Вывод: Hello, Ivan\rHello, my friend Ivan Забывшееся: в один принт можно читабельно (без прописывания литералов) уместить многострочный текст, обрамляя его тремя парами кавычек: print(\u0026#34;\u0026#34;\u0026#34;Hello and welcome to the Los Pollos Hermanos family. My name is Gustavo, but you can call me Gus.\u0026#34;\u0026#34;\u0026#34;) Существует тип данных bytes — байтовый объект (строка байтов). Как и str, является неизменяемым. Также есть изменяемый эквивалент — массив байтов bytearray. Ответы на вопросы #\rОсновными типами данных в Python являются None, булевские значения, числа (целые, с плавающей точкой и комплексные), строки (текстовые и байтовые), списки, кортежи, множества, словари и файлы.\n\u0026ldquo;Основными\u0026rdquo; они называются, так как для их использования не нужно импортировать модули, да и просто их используют чаще всего.\nВ Python есть три основных неизменяемых (то есть без возможности модификации после создания) типа данных: числа, строки, кортежи.\n\u0026ldquo;Последовательность\u0026rdquo; — позиционно упорядоченная коллекция объектов. Ими являются строки, списки и кортежи.\n\u0026ldquo;Отображение\u0026rdquo; — объект, состоящий из пар \u0026ldquo;ключ-значение\u0026rdquo;. В Python им является словарь.\nПолиморфизм в Python представляет из себя разное поведение одного и того же метода/оператора в разных классах.\n","date":"15 июля 2024","externalUrl":null,"permalink":"/HFK_website/posts/mark_lutz/","section":"Конспекты","summary":"В этом конспекте в первую очередь представлены ответы на вопросы по книге, а также новые для меня вещи, которые я вынес после прочтения каждой главы.","title":"Марк Лутц \"Изучаем Python\"","type":"posts"},{"content":"\rКонспект посвящён скрытым особенностям и неочевидным деталям логических операторов в Python\rTruthy и falsy объекты #\rFalsy — объекты, которые могут быть оценены как значение False. К ним относятся следующие объекты:\nЗначение False Значение None Числовые нули: 0, 0.0, 0j, Decimal(0), Fraction(0, 1) Пустые последовательности и коллекции: b'', bytearray(b''), '', [], (), {}, set(), range(0) Truthy — объекты, которые могут быть оценены как значение True. К ним относятся все объекты, не относящиеся к falsy.\nЧтобы представить такие объекты в булевом виде, можно использовать функцию bool().\nОператоры and и or #\rОператоры and и or не приводят свои результаты принудительно к значениям True или False, а возвращают один из своих операндов. Такой подход позволяет использовать эти операторы в более общих операциях, а не только в булевых.\nДля начала посмотрим на оператор or:\nprint(None or 0) print(0 or 5) print(\u0026#39;beegeek\u0026#39; or None) print([1, 2, 3] or [6, 9]) print(1 or \u0026#39;beegeek\u0026#39; or None) print(0.0 or \u0026#39;habr\u0026#39; or {\u0026#39;one\u0026#39;: 1}) print(0 or \u0026#39;\u0026#39; or [6, 9]) print(0 or \u0026#39;\u0026#39; or []) print(0 or \u0026#39;\u0026#39; or [] or {}) # Вывод:\r0\r5\rbeegeek\r[1, 2, 3]\r1\rhabr\r[6, 9]\r[]\r{} Как можно видеть, оператор or оценивает каждый свой операнд как truthy или falsy объект, однако возвращает не значение True или False, а сам объект по определенному правилу — первый truthy объект либо последний объект, если truthy объекты в логическом выражении не найдены.\nПодобным образом с помощью or можно определять значение по умолчанию, к примеру:\ngreet = input(\u0026#34;Ваше имя \u0026gt;\u0026gt; \u0026#34;) or \u0026#34;noname\u0026#34; print(f\u0026#34;Привет, {greet}!\u0026#34;) Если пользователь ничего не передаст в функцию input(), в переменную greet попадёт строка \u0026quot;noname\u0026quot;.\nПерейдём к оператору and:\nprint(None and 10) print(5 and 0.0) print(\u0026#39;beegeek\u0026#39; and {}) print([1, 2, 3] and [6, 9]) print(1 and \u0026#39;beegeek\u0026#39; and None) print(\u0026#39;habr\u0026#39; and 0 and {\u0026#39;one\u0026#39;: 1}) print(10 and [6, 9] and []) # Вывод:\rNone\r0.0\r{}\r[6, 9]\rNone\r0\r[] Оператор and возвращает первый falsy объект либо последний объект, если falsy объекты в логическом выражении не найдены.\nShort-circuit evaluation #\rОператоры and и or укорачивают вычисление своих операндов (т.е. используют замыкания): правый операнд вычисляется лишь в том случае, если его значение необходимо для получения истинного значения в операциях and или or. Другими словами, замыкания в логических операциях используются для запуска второй части или последующих частей логического выражения только в том случае, если это актуально!\nЕсли левый операнд оператора or является truthy объектом, то общим результатом логического выражения является True, независимо от значения правого операнда. Если левый операнд оператора and является falsy объектом, то общим результатом логического выражения является False, независимо от значения правого операнда. Данный механизм называется вычислением по короткой схеме (short-circuit evaluation) и используется интерпретатором для оптимизации вычислений. Рассмотрим пример:\ndef f(): print(\u0026#39;bee\u0026#39;) return 3 if True or f(): print(\u0026#39;geek\u0026#39;) # Вывод: geek Левым операндом оператора or является truthy объект, значит, для вычисления общего результата логического выражения нет необходимости вычислять правый операнд, то есть вызывать функцию f(). Поскольку вызова функции не происходит, в выводе отсутствует строка bee.\nИ наоборот, если заменить or на and, в выводе будут обе строки.\nПриоритет логических операторов #\rПриоритет указан от наивысшего к наименьшему:\nnot and or По отношению к другим операторам Python (за исключением оператора присваивания =) логические операторы имеют самый низкий приоритет.\na = 5 b = 7 print(not a == b) # True В этом коде сначала сравниваются значения переменных, затем применяется оператор not.\nСтоит упомянуть, что подобная запись будет вызывать исключение SyntaxError:\na = 5 b = 7 print(a == not b) Рассмотрим ещё один пример:\nprint(not 1 == 2 or 3 == 3 and 5 == 6) # Вывод: True Согласно приоритету операторов в первую очередь вычисляются выражения 1 == 2, 3 == 3 и 5 == 6, в результате чего исходное выражение принимает вид not False or True and False. Далее выполняется оператор not, возвращая значение True, после него — оператор and, возвращая значение False. Выражение принимает вид True or False. Последним выполняется оператор or, возвращая общий результат выражения — значение True.\nP.S. На самом деле после вычиления not 1 == 2 оператор or сразу вернёт True, не вычисляя правую часть.\nЦепочки сравнений #\rКак известно, сравнивать объекты в Python можно в укороченной форме, например вместо a \u0026lt; b and b \u0026lt; c писать a \u0026lt; b \u0026lt; c\nПоскольку оператор and реализует вычисление по короткой схеме, все сравнения, которые располагаются правее сравнения, вернувшего ложный результат, не выполняются, и их операнды не вычисляются:\ndef f(): print(\u0026#39;bee\u0026#39;) return 3 if 5 \u0026lt; 1 \u0026lt; f(): print(\u0026#39;geek\u0026#39;) else: print(\u0026#39;beegeek\u0026#39;) # Вывод: beegeek Пояснение: выражение 5 \u0026lt; 1 \u0026lt; f() эквивалентно выражению 5 \u0026lt; 1 and 1 \u0026lt; f(). Сравнение 5 \u0026lt; 1 возвращает False. В результате сравнение 1 \u0026lt; f() не выполняется, и функция f() не вызывается.\nТем не менее между сокращенным и расширенным вариантами записи цепочек сравнений существует важное отличие. В сокращенном выражении значение, стоящее по середине (между операторами сравнения), будет вычислено один раз (если его вообще нужно вычислять), а в развёрнутом выражении — два раза:\ndef f(): print(\u0026#39;bee\u0026#39;) return 3 if 1 \u0026lt; f() \u0026lt; 5: print(\u0026#39;geek\u0026#39;) print() if 1 \u0026lt; f() and f() \u0026lt; 5: print(\u0026#39;geek\u0026#39;) # Вывод:\rbee\rgeek\rbee\rbee\rgeek Помимо операторов сравнения, в цепочку операторов могут объединяться и другие операторы Python.\nlst = [1, 2, 3] num = 2 print(num in lst == True) # Вывод: False Данное выражение на самом деле эквивалентно выражению num in lst and lst == True, которое, в свою очередь, эквивалентно выражению True and False. Следовательно, результатом данной цепочки операторов является значение False.\nРассмотрим ещё один пример:\na = 5 b = 5 c = 10 print(a \u0026lt; c is True) print(a == b in [True]) # Вывод:\rFalse\rFalse Основной источник: https://habr.com/ru/articles/824170/\nДоп. источники:\nhttps://docs-python.ru/tutorial/operatsii-and-or-not-python/ https://stackoverflow.com/questions/39983695/what-is-truthy-and-falsy-how-is-it-different-from-true-and-false ","date":"14 июля 2024","externalUrl":null,"permalink":"/HFK_website/posts/deep_bool_oper_python/","section":"Конспекты","summary":"Конспект посвящён скрытым особенностям и неочевидным деталям логических операторов в Python\rTruthy и falsy объекты #\rFalsy — объекты, которые могут быть оценены как значение False.","title":"Углубление в логические операторы в Python","type":"posts"},{"content":"","date":"12 июля 2024","externalUrl":null,"permalink":"/HFK_website/tags/modules/","section":"Tags","summary":"","title":"Modules","type":"tags"},{"content":"","date":"12 июля 2024","externalUrl":null,"permalink":"/HFK_website/tags/os/","section":"Tags","summary":"","title":"Os","type":"tags"},{"content":"","date":"12 июля 2024","externalUrl":null,"permalink":"/HFK_website/tags/shelve/","section":"Tags","summary":"","title":"Shelve","type":"tags"},{"content":"","date":"12 июля 2024","externalUrl":null,"permalink":"/HFK_website/tags/shutil/","section":"Tags","summary":"","title":"Shutil","type":"tags"},{"content":"\rКонспект посвящён модулям os и shutil, которые могут быть полезны для работы с операционной системой, управлением каталогами и файлами, а также модулю shelve, позволяющему сериализовывать объекты Python\rМодуль os #\rДля использования: import os\nМодуль os позволяет взаимодействовать с операционной системой. Например, мы можем перемещаться по папкам, получить информацию о файле, посмотреть и изменить переменные среды (окружения), переместить файлы и так далее. Посмотрим на некоторые функции и объекты, которые мы можем использовать.\nos.getcwd() возвращает рабочий каталог (тот, в котором пользователь сейчас находится).\nos.chdir(path) перемещает пользователя в директорию, которая была передана в функцию.\nos.listdir(path) возвращает случайно упорядоченный список файлов и каталогов, которые находятся в текущем каталоге (если ничего не было передано), либо список объектов в директории по переданному пути.\nos.scandir(path) возвращает итератор объектов os.DirEntry, представленные в виде записей каталога path.\nos.DirEntry — класс, объекты которого являются файлами или каталогами. Рассмотрим некоторые атрибуты и методы.\nobj.name — имя файла/каталога; obj.path — путь к файлу/каталогу, который будет начинаться с папки, переданной в пути os.scandir() первой; obj.is_dir() возвращает True, если obj является папкой, иначе — False; obj.is_file() возвращает True, если obj является файлом, иначе — False; obj.stat() возвращает объект os.stat_result (см. ниже) для obj, как если бы была вызвана os.stat(path) (см. ниже), где obj является конечным в path. os.mkdir(path) создаёт одну(!) папку, путь которой был передан в функцию.\nПри попытке создать папку, которая уже присутствует в текущем каталоге, возвращает ошибку (исключение) FileExistsError, а если путь не найден, ошибку (исключение) FileNotFoundError. В дальнейшем упоминания об этих ошибках будут зачастую опускаться, где это совсем очевидно\ros.makedirs(path, exist_ok=False) рекурсивно создаёт папки, путь которых был передан в качестве аргумента, то есть в отличии от mkdir(), функция makedirs() создаёт все папки промежуточного уровня, которые должны содержать конечный каталог. Параметр exist_ok имеет значение False по умолчанию, при котором в случае наличия одноимённой папки в рабочей директории функция вернёт ошибку FileExistsError, но если задать exist_ok=True, функция проигнорирует создание папки и не вернёт ошибку.\nos.rm_dir(path) удаляет папку по переданному пути, если она пуста. В ином случае вернёт ошибку, зависящую от ОС , внутри которой ведётся работа (OSError).\nos.removedirs(path) рекурсивно удаляет каталоги, начиная с последнего указанного в пути. Если какая-то из папок в пути окажется непустой, вызывает ошибку OSError, которая игнорируется.\nos.remove(path) удаляет файл в пути path. Если передана папка, или файл не существует, возвращает соответствующие ошибки.\nos.rename(src, dst) переименовывает файл или пустую папку с src на dst (могут быть представлены как пути), причём если указать файлу другой путь, он будет перемещён в него.\nos.replace(src, dst) по функционалу аналогичен os.rename(), но для поддержки кросс-платформенности рекомендуется использовать именно os.replace().\nos.chown(path, uid, gid) меняет идентификатор владельца объекта по пути path на числовые uid, gid. Чтобы изменить владельца по имени пользователя/группы, обратитесь к функции shutil.chown() модуля shutil\nos.stat(path) возвращает объект stat_result, который содержит разного рода информацию о файле или папке. Рассмотрим атрибуты этого объекта:\nst_mode: Режим файла: тип файла и биты режима файла (разрешения). st_ino: Зависит от платформы, но если значение не равно нулю, однозначно идентифицирует файл по заданному значению st_dev. inode номер для Unix; индекс файла для Windows. st_dev: Идентификатор устройства, в котором находится файл. st_nlink: Количество жёстких ссылок. st_uid: Идентификатор пользователя владельца файла. st_gid: Идентификатор группы пользователей владельцев файла. st_size: Размер файла в байтах, если это обычный файл или символьная ссылка. Размер символьной ссылки - это длина пути, который она содержит, без завершающего нулевого байта. st_atime: Время последнего доступа в секундах. st_mtime: Время последней модификации содержимого в секундах. st_ctime: Время последнего изменения метаданных в секундах. st_birthtime: Время создания файла. Атрибут доступен не всегда и может вызвать ошибку (исключение) AttributeError. и другие. os.walk(top, topdown=True, onerror=False) генерирует дерево каталогов, начиная с top (либо с конца до top, если topdown=False). Для каждого каталога в дереве возвращает кортеж (dirpath, dirnames, filenames), где dirpath — путь к каталогу, dirnames — список имён подкаталогов в dirpath и filenames — список имён файлов в dirpath.\nimport os for dirpath, dirnames, filenames in os.walk(\u0026#34;Test_walk\u0026#34;): print(\u0026#34;Current path:\u0026#34;, dirpath) print(\u0026#34;Directories:\u0026#34;, dirnames) print(\u0026#34;Files:\u0026#34;, filenames) print() # Вывод:\rCurrent path: Test_walk\rDirectories: [\u0026#39;P\u0026#39;, \u0026#39;R\u0026#39;]\rFiles: [\u0026#39;Risunok.bmp\u0026#39;]\rCurrent path: Test_walk\\P\rDirectories: []\rFiles: [\u0026#39;kek.txt\u0026#39;, \u0026#39;L.txt\u0026#39;]\rCurrent path: Test_walk\\R\rDirectories: []\rFiles: [] os.system(command) выполняет переданную команду command, будто она написана в терминале. Таким образом можно создавать файлы папки, перемещаться по каталогам и т.д. Если команда сгенерирует какой-либо вывод, он будет перенаправлен в поток вывода интерпретатора. В Windows возвращаемое значение равно значению, возвращаемому системной оболочкой после выполнения команды (задаётся переменной среды COMSPEC: обычно cmd.exe)\nos.environ — объект, подобный словарю (mapping object), содержащий переменные среды окружения системы.\nos.sep — разделитель пути в операционной системе. '/' для POSIX и '\\\\' для Windows\nПодмодуль os.path #\ros.path.split(path) разбивает переданный путь на парный кортеж (head, tail), где tail — последний компонент пути (всегда без косой черты), а head — всё остальное. При этом: если path завершился косой чертой, tail будет пуст; если в path нет ни одной косой черты, head будет пуст; если path пуст, оба элемента кортежа будут пустыми.\nos.path.splitext(path) разбивает переданный путь на парный кортеж (root, ext), где root + ext = path и ext — расширение файла с точкой, а root — всё остальное.\nos.path.dirname(path) возвращает первый элемент кортежа от функции os.path.split(), то есть путь до конечного файла/каталога не включая.\nos.path.basename(path) возвращает второй элемент кортежа от функции os.path.split(), то есть имя конечного файла/каталога.\nos.path.join(path, *paths) объединяет один или несколько сегментов пути. Возвращает строку, состоящую из объединения path и всех элементов *paths, которые разделяются os.sep, кроме последнего (если тот не пуст).\nimport os.path os.path.join(\u0026#39;home\u0026#39;, \u0026#39;User\u0026#39;, \u0026#39;Desktop\u0026#39;, \u0026#39;file.txt\u0026#39;) # \u0026#39;home/User/Desktop/file.txt\u0026#39; os.path.join(\u0026#39;/home\u0026#39;, \u0026#39;User/Desktop\u0026#39;, \u0026#39;file.txt\u0026#39;) # \u0026#39;/home/User/Desktop/file.txt\u0026#39; os.path.join(\u0026#39;/home\u0026#39;, \u0026#39;/User/Desktop\u0026#39;, \u0026#39;file.txt\u0026#39;) # \u0026#39;/User/Desktop/file.txt\u0026#39; os.path.join(\u0026#39;User/Desktop\u0026#39;, \u0026#39;/home\u0026#39;, \u0026#39;file.txt\u0026#39;) # \u0026#39;/home/file.txt\u0026#39; os.path.exists(path) возвращает True, если path ссылается на существующий путь, иначе — False.\nos.path.isabs(path) возвращает True, если путь является абсолютным, иначе — False. В случае отсутствия пути возвращает исключение OSError.\nos.path.isdir(path) возвращает True, если путь существует и является каталогом, иначе — False.\nos.path.isfile(path) возвращает True, если путь существует и является файлом, иначе — False.\nos.path.abspath(path) возвращает абсолютный путь.\nМодуль shutil #\rМодуль shutil предлагает ряд высокоуровневых операций с файлами и коллекциями файлов. Например функции, которые поддерживают копирование и удаление файлов. Разберём основные возможности этого модуля.\nДаже функции копирования файлов более высокого уровня (shutil.copy(), shutil.copy2()) не могут скопировать все метаданные файла. Например в Windows, владельцы файлов, списки контроля доступа и альтернативные потоки данных не копируются.\rshutil.copy(src, dst) копирует файла src в файл или директорию dst, при этом оба аргумента передаются как пути.\nshutil.copy2(src, dst) идентична функции copy(), за исключением того, что функция copy2() также пытается сохранить метаданные файла.\nshutil.copyfileobj(fsrc, fdst) копирует содержимое файла src — fsrc (получается, например, при открытии файла с помощью open()) в объект файла fdst.\nshutil.ignore_patterns(*patterns) создаёт функцию, которая может быть использована в качестве аргумента для параметра ignore функции shutil.copytree() (см. ниже). В результате файлы и каталоги, подходящие под (хотя бы) один из переданных шаблонов будут игнорироваться при копировании.\nshutil.copytree(src, dst, dirs_exist_ok=False, ignore=None) рекурсивно копирует дерево каталогов из папки src в папку dst и возвращает dst. Если установить dirs_exist_ok=True, исключение вызвано НЕ БУДЕТ, если целевой каталог с именем dst уже существует.\nЕсли задано значение ignore, то это должен быть вызываемый объект, который получит в качестве своих аргументов текущий каталог, посещаемый функцией copytree(), и список его содержимого, возвращаемый функцией os.listdir(), например функция, возвращаемая shutil.ignore_patterns() или самописная функция.\nshutil.rmtree(path) удаляет дерево каталогов по переданному пути.\nshutil.copymode(src, dst) копирует права доступа с файла по пути src в файл dst.\nshutil.copystat(src, dst) копирует время последнего доступа, время последнего изменения и флаги(чтение, запись и т.д.) из src в dst.\nshutil.move(src, dst, copy_function=copy2) рекурсивно перемещает файл или директорию src в директорию dst и возвращает dst. Если место назначения dst находится в текущей файловой системе, тогда неявно используется функция os.rename(). В противном случае src копируется в dst с помощью функции, переданной в аргумент copy_function, а затем удаляется.\nshutil.which(path) возвращает абсолютный путь к исполняемому файлу, путь которых прописан в PATH (переменные среды)\nshutil.disk_usage(path) возвращает статистику использования диска по указанному пути в виде именованного кортежа с атрибутами total — общий объём диска, used — используемый объём и free — свободное пространство в байтах.\nshutil.chown(path, user=None, group=None) меняет владельца объекта по пути path на user и group. user может быть системным именем пользователя или uid; то же самое относится и к group. Требуется как минимум один аргумент.\nshutil.make_archive(name, format, root_dir) создаёт архивный файл папки/файла root_dir с именем name (может быть указан как путь) в формате format и возвращает name.\nshutil.unpack_archive(filename, extract_dir) распаковывает архив с именем filename в папку extract_dir.\nshutil.get_archive_formats() возвращает список всех поддерживаемых форматов архивов.\nМодуль shelve #\rМодуль shelve сохраняет произвольные объекты Python в файл с определенным ключом (типа str), т.е. такие объекты, которые может обработать модуль pickle (большинство экземпляров классов, рекурсивных типов данных и объектов, содержащих множество общих подобъектов). Затем по этому ключу может извлечь ранее сохраненный объект из файла. В отличии от pickle, shelve более удобен, когда требуется сериализовать множество объектов.\nФункция shelve.open() #\rshelve.open(filename, flag='c') возвращает объект key-value хранилища, похожий на словарь (объект называется shelf). В filename передаётся имя открываемого/создаваемого файла, flag принимает одно из следующих значений:\n'c' — файл открывается для чтения и записи. Если файл отсутствует, он создаётся; 'r' — файл открывается для чтения; 'w' — файл открывается для записи; 'n' — файл открывается для для записи. Если файл отсутствует, он создаётся. Если существует, перезаписывается. Объекты shelf поддерживают большинство методов и операций, поддерживаемых словарями (за исключением копирования, конструкторов и операторов | и |=). Запись/чтение данных shelf также происходит подобно записи/чтению данных словаря. Посмотрим пример:\nimport shelve with shelve.open(\u0026#39;test\u0026#39;) as db: db[\u0026#39;func\u0026#39;] = func db[\u0026#39;not_string\u0026#39;] = {\u0026#34;this_is_not_string_LOL\u0026#34;: 80085} print(db[\u0026#39;not_string\u0026#39;]) # Вывод: {\u0026#39;this_is_not_string_LOL\u0026#39;: 80085} Программа создаёт три файла разных расширений: dat, bak, dir, в которых содержится одна и та же сериализованная протоколом pickle информация.\nНе стоит открывать незнакомые pkl файлы и файлы, которые создаются shelve, поскольку они могут содержать самовыполняющийся код\r","date":"12 июля 2024","externalUrl":null,"permalink":"/HFK_website/posts/os_shutil_shelve/","section":"Конспекты","summary":"Конспект посвящён модулям os и shutil, которые могут быть полезны для работы с операционной системой, управлением каталогами и файлами, а также модулю shelve, позволяющему сериализовывать объекты Python\rМодуль os #\rДля использования: import os","title":"Модули os, shutil и shelve","type":"posts"},{"content":"","date":"11 июля 2024","externalUrl":null,"permalink":"/HFK_website/tags/files/","section":"Tags","summary":"","title":"Files","type":"tags"},{"content":"\rУправление файлами формата zip, pkl в языке программирования Python\rФормат zip #\rzip — это формат сжатия без потерь: после распаковки данные будут такими же, как перед сжатием. Алгоритм ищет избыточности в исходных данных и эффективнее представляет информацию.\nФормат zip обладает следующими преимуществами:\nявляется полностью открытым является одним из самых популярных (большинство архивов в Internet – это архивы zip) является очень быстрым Формат сжатия без потерь отличается от сжатия с потерями, который используется в таких форматах, как JPEG и MP3: при сжатии выбрасывается часть информации, которая менее заметна для человеческого глаза или уха.\rСначала разберёмся, как считать степень сжатия файла — коэффициент K, определяемый как отношение объема сжатого файла к объему исходного файла, выраженным в процентах: $$ K = \\frac{V_{c}} {V_{o}} * 100\\% $$\nСтепень сжатия зависит от используемой программы, метода сжатия и типа исходного файла. Наиболее хорошо сжимаются файлы графических образов, текстовые файлы и файлы данных, для которых степень сжатия может достигать 5–40%, меньше сжимаются файлы исполняемых программ и загрузочных модулей — 60–90%. Почти не сжимаются архивные файлы.\nМодуль zipfile #\rВ этом конспекте будет рассмотрен объекты ZipFile и ZipInfo, однако модуль zipfile содержит и другие классы. Для использования: from zipfile import ZipFile\nМетоды ZipFile #\rprintdir() — выводит таблицу с информацией о содержимом архива: полные названия файлов с указанием даты изменения и размера в байтах. from zipfile import ZipFile with ZipFile(\u0026#39;test.zip\u0026#39;) as zip_file: zip_file.printdir() # Вывод:\rFile Name Modified Size\rtest/ 2021-11-27 12:47:10 0\rtest/Картинки/ 2021-11-27 12:49:02 0\rtest/Картинки/1.jpg 2021-09-02 12:30:20 90156\rtest/Картинки/avatar.png 2021-08-20 09:38:44 19053\rtest/Картинки/certificate.png 2021-10-23 09:46:36 43699\rtest/Картинки/py.png 2021-07-28 17:55:56 33522\rtest/Картинки/World_Time_Zones_Map.png 2021-11-08 07:30:06 2324421\rtest/Картинки/Снимок экрана.png 2021-10-01 20:47:02 10878\rtest/Неравенства.djvu 2021-08-19 08:39:06 5283010\rtest/Программы/ 2021-11-27 12:48:20 0\rtest/Программы/image_util.py 2021-11-18 12:42:22 4955\rtest/Программы/sort.py 2021-11-14 19:31:02 61\rtest/Разные файлы/ 2021-11-27 12:48:10 0\rtest/Разные файлы/astros.json 2021-11-08 09:29:58 505 При создании объекта ZipFile мы также можем передать необязательный аргумент mode, который задает режим работы (по аналогии с обычными файлами): r — чтение, w — запись в новый файл, a — запись в конец существующего файла\rinfolist() — позволяет получить информацию о файлах из архива в виде списка объектов ZipInfo, которые содержат дополнительную информацию о каждом файле: file_size, compress_size, filename, date_time и другие. from zipfile import ZipFile with ZipFile(\u0026#39;test.zip\u0026#39;) as zip_file: info = zip_file.infolist() print(info[6].file_size) # размер начального файла в байтах print(info[6].compress_size) # размер сжатого файла в байтах print(info[6].filename) # имя файла print(info[6].date_time) # дата изменения файла # Вывод:\r2324421\r2322032\rtest/Картинки/World_Time_Zones_Map.png\r(2021, 11, 8, 7, 30, 6) Метод is_dir() объекта ZipInfo нужен, чтобы проверить, является ли этот объект файлом (возвращает False) или папкой (True).\nnamelist() — возвращает список названий файлов и директорий, содержащихся в архиве. from zipfile import ZipFile with ZipFile(\u0026#39;test.zip\u0026#39;) as zip_file: info = zip_file.namelist() print(*info, sep=\u0026#39;\\n\u0026#39;) # Вывод:\rtest/\rtest/Картинки/\rtest/Картинки/1.jpg\rtest/Картинки/avatar.png\rtest/Картинки/certificate.png\rtest/Картинки/py.png\rtest/Картинки/World_Time_Zones_Map.png\rtest/Картинки/Снимок экрана.png\rtest/Неравенства.djvu\rtest/Программы/\rtest/Программы/image_util.py\rtest/Программы/sort.py\rtest/Разные файлы/\rtest/Разные файлы/astros.json getinfo() — в отличие от метода infolist(), который позволяет получить информацию о всех файлах из архива в виде списка специальных объектов (тип ZipInfo), метод getinfo() позволяет получить информацию о конкретном файле по его имени в архиве. from zipfile import ZipFile with ZipFile(\u0026#39;test.zip\u0026#39;) as zip_file: info = zip_file.namelist() # получаем названия всех файлов архива last_file = zip_file.getinfo(info[-4]) # получаем информацию об отдельном файле print(last_file.file_size) print(last_file.compress_size) print(last_file.filename) print(last_file.date_time) 4955\r1641\rtest/Программы/image_util.py\r(2021, 11, 18, 12, 42, 22) При создании объекта ZipFile мы также можем передать еще два необязательных аргумента:\ncompression, который определяет метод сжатия, который должен использоваться при записи в архив. Он принимает одно из значений: ZIP_STORED, ZIP_DEFLATED, ZIP_BZIP2, ZIP_LZMA. По умолчанию используется значение compression=ZIP_STORED allowZip64, который позволяет разрешить использование расширений zip64, которые дают возможность создавать архивы размером больше 4 гигабайт. По умолчанию равен allowZip64=True Для того чтобы проверить является ли некоторый файл zip архивом, используется функция zipfile.is_zipfile(), которая принимает на вход путь к файлу (или сам файловый объект) и возвращает значение True, если указанный файл является zip архивом, или False в противном случае.\nРаботы с конкретными файлами архива #\rОткроем отдельный файла из архива:\nfrom zipfile import ZipFile with ZipFile(\u0026#39;test.zip\u0026#39;) as zip_file: with zip_file.open(\u0026#39;test/Разные файлы/astros.json\u0026#39;) as file: print(file.read()) # Вывод:\rb\u0026#39;{\u0026#34;number\u0026#34;: 10, \u0026#34;people\u0026#34;: [{\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Mark Vande Hei\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Pyotr Dubrov\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Thomas Pesquet\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Megan McArthur\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Shane Kimbrough\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Akihiko Hoshide\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Anton Shkaplerov\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;Shenzhou 13\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Zhai Zhigang\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;Shenzhou 13\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Wang Yaping\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;Shenzhou 13\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Ye Guangfu\u0026#34;}], \u0026#34;message\u0026#34;: \u0026#34;success\u0026#34;}\u0026#39; Метод ZipFile.open() открывает файл в бинарном виде, поэтому перед выводом стоит символ b, а значит перед нами бинарная строка. Чтобы преобразовать байты в строку, воспользуемся методом decode() с указанием кодировки ('utf-8'):\nfrom zipfile import ZipFile with ZipFile(\u0026#39;test.zip\u0026#39;) as zip_file: with zip_file.open(\u0026#39;test/Разные файлы/astros.json\u0026#39;) as file: print(file.read().decode(\u0026#39;utf-8\u0026#39;)) # Вывод:\r{\u0026#34;number\u0026#34;: 10, \u0026#34;people\u0026#34;: [{\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Mark Vande Hei\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Pyotr Dubrov\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Thomas Pesquet\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Megan McArthur\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Shane Kimbrough\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Akihiko Hoshide\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;ISS\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Anton Shkaplerov\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;Shenzhou 13\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Zhai Zhigang\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;Shenzhou 13\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Wang Yaping\u0026#34;}, {\u0026#34;craft\u0026#34;: \u0026#34;Shenzhou 13\u0026#34;, \u0026#34;name\u0026#34;: \u0026#34;Ye Guangfu\u0026#34;}], \u0026#34;message\u0026#34;: \u0026#34;success\u0026#34;} Запись в архив #\rЧтобы записать файл в архив, нужно как минимум открыть его для записи (mode='w' — для записи с удалением уже имеющегося содержимого; или mode='a' — для записи в конец, сохраняя содержимое). Далее, используем метод write():\nfrom zipfile import ZipFile with ZipFile(\u0026#39;archive.zip\u0026#39;, mode=\u0026#39;w\u0026#39;) as zip_file: zip_file.write(\u0026#39;program.py\u0026#39;) zip_file.write(\u0026#39;lse.jpeg\u0026#39;) print(zip_file.namelist()) Если файлы для записи в архив не будут найдены, то возникнет ошибка (исключение) FileNotFoundError\rМетод write() может принимать еще один строковый аргумент, задающий новое имя файла в архиве.\nИзвлечение содержимого #\rЕсли требуется извлечь отдельные файлы, то используется метод extract(), он принимает два аргумента: название файла и путь, по которому требуется извлечь файл. Если путь не указывать, то файл будет извлечен в папку, где находится файл с программой.\nСледующий код извлекает файлы из архива test.zip\nfrom zipfile import ZipFile with ZipFile(\u0026#39;test.zip\u0026#39;) as zip_file: zip_file.extract(\u0026#39;test/Картинки/avatar.png\u0026#39;) zip_file.extract(\u0026#39;test/Программы/image_util.py\u0026#39;) zip_file.extract(\u0026#39;lse.jpeg\u0026#39;) Если требуется извлечь все содержимое архива, то используется метод extractall(), он принимает в качестве аргумента путь, по которому требуется извлечь все файлы. Если путь не указывать, то файл будет извлечен в папку, где находится файл с программой.\nСериализация и десериализация #\rПреобразование переменных программы (Python-объектов) в формат для хранения называется «сериализацией», а обратное преобразование — «десериализацией».\nСериализация объектов часто используется для:\nсохранения состояния программы (то есть некоторых её объектов) между запусками передачи данных между различными программами (например, по сети) Главная идея состоит в том, что сериализованный формат — набор байт или строка, которую можно легко сохранить на диск или передать другой программе, в отличие от самого объекта. А значит, задача сохранения объекта/группы объектов при этом сводится к простой задаче сохранения набора байт или строки.\nМодуль pickle #\rПомимо сериализации в формат json мы также можем использовать бинарную сериализацию, то есть сериализацию в байты. Для этого в Python используется модуль pickle. Интерфейс взаимодействия с модулем pickle абсолютно такой же, как и для модуля json. Мы будем использовать четыре основных функции: dump(), dumps(), load(), loads().\nМодуль pickle сериализует и десериализует данные быстрее чем модуль json.\rМодуль pickle может сериализовывать:\nВсе встроенные типы данных (bool, int, float, complex, str, None); Списки, кортежи, словари и множества, содержащие любую комбинацию встроенных типов данных (но не генераторы); Списки, кортежи, словари и множества, содержащие любую комбинацию списков, кортежей, словарей и множеств; Функции (но не lambda-функции), классы и экземпляры классов. Разберём функции модуля:\nФункция dump() модуля pickle принимает сериализуемый Python объект, сериализует его в бинарный, Python-зависимый формат, используя протокол pickle, и сохраняет его в открытый для записи бинарный файл. Следующий код создает файл file.pkl, содержащий бинарное представление объекта obj:\nimport pickle obj = {\u0026#39;Python\u0026#39;: 1991, \u0026#39;Java\u0026#39;: 1995, \u0026#39;C#\u0026#39;: 2002} with open(\u0026#39;file.pkl\u0026#39;, \u0026#39;wb\u0026#39;) as file: pickle.dump(obj, file) Функция dumps() выполняет такую же сериализацию, как и функция dump(). Но вместо того чтобы сохранять сериализованные данные в открытый для записи бинарный файл, она просто возвращает эти сериализованные данные. import pickle obj = {\u0026#39;Python\u0026#39;: 1991, \u0026#39;Java\u0026#39;: 1995, \u0026#39;C#\u0026#39;: 2002} binary_obj = pickle.dumps(obj) print(binary_obj) print(type(binary_obj)) # Вывод:\rb\u0026#39;\\x80\\x03}q\\x00(X\\x06\\x00\\x00\\x00Pythonq\\x01M\\xc7\\x07X\\x04\\x00\\x00\\x00Javaq\\x02M\\xcb\\x07X\\x02\\x00\\x00\\x00C#q\\x03M\\xd2\\x07u.\u0026#39;\r\u0026lt;class \u0026#39;bytes\u0026#39;\u0026gt; Поскольку протокол pickle использует бинарный формат данных, функция dumps() возвращает объект типа bytes.\nТип данных bytes — это неизменяемые последовательности отдельных байтов. Синтаксис для байтовых литералов в основном такой же, как и для строковых литералов, за исключением того, что добавляется префикс b.\rФункция load() принимает файловый объект, читает из него сериализованные данные, десериализует их в Python-объект и возвращает полученный Python-объект. import pickle with open(\u0026#39;file.pkl\u0026#39;, \u0026#39;rb\u0026#39;) as file: # используется файл полученный на предыдущем шаге obj = pickle.load(file) print(obj) print(type(obj)) # Вывод:\r{\u0026#39;Python\u0026#39;: 1991, \u0026#39;Java\u0026#39;: 1995, \u0026#39;C#\u0026#39;: 2002}\r\u0026lt;class \u0026#39;dict\u0026#39;\u0026gt; Функция loads() выполняет такую же десериализацию, как и функция load(). Но вместо того чтобы принимать файловый объект, она принимает объект типа bytes, содержащий сериализованные данные. import pickle obj = {\u0026#39;Python\u0026#39;: 1991, \u0026#39;Java\u0026#39;: 1995, \u0026#39;C#\u0026#39;: 2002} binary_obj = pickle.dumps(obj) new_obj = pickle.loads(binary_obj) print(new_obj) print(obj == new_obj) print(obj is new_obj) # проверка на идентичность # Вывод:\r{\u0026#39;Python\u0026#39;: 1991, \u0026#39;Java\u0026#39;: 1995, \u0026#39;C#\u0026#39;: 2002}\rTrue\rFalse Интересно то, что объекты obj и new_obj имеют одинаковое содержимое, но по сути не идентичны.\nПротокол pickle зависит от Python и не совместим с другими языками программирования. Если необходима совместимость с другими языками программирования, то следует использовать JSON сериализацию.\r","date":"11 июля 2024","externalUrl":null,"permalink":"/HFK_website/posts/zip_pkl/","section":"Конспекты","summary":"Управление файлами формата zip, pkl в языке программирования Python\rФормат zip #\rzip — это формат сжатия без потерь: после распаковки данные будут такими же, как перед сжатием.","title":"Работа с zip и pkl файлами в Python","type":"posts"},{"content":"\rУправление текстовыми файлами формата csv, tsv, dtv, json в языке программирования Python\rФормат CSV #\rCSV (от англ. Comma-Separated Values — значения, разделённые запятыми) — текстовый формат, предназначенный для представления табличных данных. Строка таблицы соответствует строке текста, которая содержит одно или несколько полей, разделенных запятыми.\nК примеру, следующая таблица:\nRank Language Share 1 Python 31.17% 2 Java 17.75% 3 JavaScript 8% 4 C# 7.05% 5 PHP 6.09% в формате csv будет выглядеть следующим образом:\nRank,Language,Share\r1,Python,31.17%\r2,Java,17.75%\r3,JavaScript,8%\r4,C#,7.05%\r5,PHP,6.09% Подобные файлы можно обрабатывать вручную подобно txt — считывать, разделять на строки и отдельные элементы по разделителям с помощью split(), но в Python есть отдельный модуль для работы с файлами формата dsv.\ndsv (англ. delimiter separated values — «значения, разграниченные разделителем») общий формат для форм csv, tsv (англ. tab separated values — «значения, разделенные табуляцией») и других.\rМодуль csv #\rДля использования: import csv\nВ данном модуле есть два основных объекта: reader и writer, созданные, чтобы читать и создавать csv файлы соответственно.\nЧтение через reader #\rРассмотрим файл products.csv, содержащий информацию о товарах интернет магазина:\nkeywords,price,product_name\rСадовый стул,1699,ВЭДДО\rСадовый стул,2999,ЭПЛАРО\rСадовый табурет,1699,ЭПЛАРО\rСадовый стол,1999,ТЭРНО\rСкладной стол,7499,ЭПЛАРО\rНастил,1299,РУННЕН\rСтеллаж,1299,ХИЛЛИС\rКружка,39,СТЕЛЬНА\rМолочник,299,ВАРДАГЕН\rТермос для еды,699,ЭФТЕРФРОГАД\rСитечко,59,ИДЕАЛИСК\rЧайник заварочный,499,РИКЛИГ\rКофе-пресс,699,УПХЕТТА\rЧашка с блюдцем,249,ИКЕА\rКружка,249,ЭМНТ\rСитечко,199,САККУННИГ\rКружка,199,ФИНСТИЛТ\rТарелка,269,ЭВЕРЕНС Код ниже читает содержимое файла и выводит его построчно:\nimport csv with open(\u0026#39;products.csv\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) as file: rows = csv.reader(file) # создаём reader объект for row in rows: print(row) # Вывод:\r[\u0026#39;keywords\u0026#39;, \u0026#39;price\u0026#39;, \u0026#39;product_name\u0026#39;]\r[\u0026#39;Садовый стул\u0026#39;, \u0026#39;1699\u0026#39;, \u0026#39;ВЭДДО\u0026#39;]\r[\u0026#39;Садовый стул\u0026#39;, \u0026#39;2999\u0026#39;, \u0026#39;ЭПЛАРО\u0026#39;]\r[\u0026#39;Садовый табурет\u0026#39;, \u0026#39;1699\u0026#39;, \u0026#39;ЭПЛАРО\u0026#39;]\r[\u0026#39;Садовый стол\u0026#39;, \u0026#39;1999\u0026#39;, \u0026#39;ТЭРНО\u0026#39;]\r[\u0026#39;Складной стол\u0026#39;, \u0026#39;7499\u0026#39;, \u0026#39;ЭПЛАРО\u0026#39;]\r[\u0026#39;Настил\u0026#39;, \u0026#39;1299\u0026#39;, \u0026#39;РУННЕН\u0026#39;]\r[\u0026#39;Стеллаж\u0026#39;, \u0026#39;1299\u0026#39;, \u0026#39;ХИЛЛИС\u0026#39;]\r[\u0026#39;Кружка\u0026#39;, \u0026#39;39\u0026#39;, \u0026#39;СТЕЛЬНА\u0026#39;]\r[\u0026#39;Молочник\u0026#39;, \u0026#39;299\u0026#39;, \u0026#39;ВАРДАГЕН\u0026#39;]\r[\u0026#39;Термос для еды\u0026#39;, \u0026#39;699\u0026#39;, \u0026#39;ЭФТЕРФРОГАД\u0026#39;]\r[\u0026#39;Ситечко\u0026#39;, \u0026#39;59\u0026#39;, \u0026#39;ИДЕАЛИСК\u0026#39;]\r[\u0026#39;Чайник заварочный\u0026#39;, \u0026#39;499\u0026#39;, \u0026#39;РИКЛИГ\u0026#39;]\r[\u0026#39;Кофе-пресс\u0026#39;, \u0026#39;699\u0026#39;, \u0026#39;УПХЕТТА\u0026#39;]\r[\u0026#39;Чашка с блюдцем\u0026#39;, \u0026#39;249\u0026#39;, \u0026#39;ИКЕА\u0026#39;]\r[\u0026#39;Кружка\u0026#39;, \u0026#39;249\u0026#39;, \u0026#39;ЭМНТ\u0026#39;]\r[\u0026#39;Ситечко\u0026#39;, \u0026#39;199\u0026#39;, \u0026#39;САККУННИГ\u0026#39;]\r[\u0026#39;Кружка\u0026#39;, \u0026#39;199\u0026#39;, \u0026#39;ФИНСТИЛТ\u0026#39;]\r[\u0026#39;Тарелка\u0026#39;, \u0026#39;269\u0026#39;, \u0026#39;ЭВЕРЕНС\u0026#39;] Объект reader дает доступ к построчному итератору, полностью аналогичному работе с файлом или списком.\nПосле выполнения строки rows = csv.reader(file) в переменную rows будет записан итератор, с помощью которого можно «пробежаться» циклом по файлу. В каждой итерации цикла при этом будет доступна соответствующая строка файла, уже разбитая по запятым и представляющая собой список. При этом автоматически будут учтены все нюансы с запятыми внутри кавычек и самими кавычками.\nПри создании reader объекта можно указать:\nаргумент delimiter — односимвольная строка, используемая для разделения полей, по умолчанию имеет значение ',' аргумент quotechar — односимвольная строка, используемая для кавычек в полях, содержащих специальные символы, по умолчанию имеет значение '\u0026quot;'. Чтение через DictReader #\rВ модуле csv есть специальный объект DictReader, который поддерживает создание объекта-словаря на основе названий столбцов. С помощью DictReader объекта можно обращаться к полям не по индексу, а по названию, что делает код более понятным.\nНемного поменяем содержимое файла products.csv. Теперь разделителем будет точка с запятой, также заключим текст с запятыми в кавычки во избежание ошибок при разделении строки на элементы:\nkeywords;price;product_name\r\u0026#34;Садовый стул, стул для дачи\u0026#34;;1699;ВЭДДО\rСадовый стул;2999;ЭПЛАРО\rСадовый табурет;1699;ЭПЛАРО\rСадовый стол;1999;ТЭРНО\r\u0026#34;Складной стол, обеденный стол\u0026#34;;7499;ЭПЛАРО\rНастил;1299;РУННЕН\rСтеллаж;1299;ХИЛЛИС\r\u0026#34;Кружка, сосуд, стакан с ручкой\u0026#34;;39;СТЕЛЬНА\rМолочник;299;ВАРДАГЕН\rТермос для еды;699;ЭФТЕРФРОГАД\rСитечко;59;ИДЕАЛИСК\rЧайник заварочный;499;РИКЛИГ\rКофе-пресс;699;УПХЕТТА\rЧашка с блюдцем;249;ИКЕА\r\u0026#34;Кружка, стакан с ручкой\u0026#34;;249;ЭМНТ\rСитечко;199;САККУННИГ\rКружка;199;ФИНСТИЛТ\r\u0026#34;Тарелка, блюдце\u0026#34;;269;ЭВЕРЕНС Теперь прочитаем этот файл, используя DictReader:\nimport csv with open(\u0026#39;products.csv\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) as file: rows = csv.DictReader(file, delimiter=\u0026#39;;\u0026#39;, quotechar=\u0026#39;\u0026#34;\u0026#39;) for row in rows: print(row) # Вывод:\r{\u0026#39;keywords\u0026#39;: \u0026#39;Садовый стул, стул для дачи\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;1699\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ВЭДДО\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Садовый стул\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;2999\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ЭПЛАРО\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Садовый табурет\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;1699\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ЭПЛАРО\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Садовый стол\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;1999\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ТЭРНО\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Складной стол, обеденный стол\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;7499\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ЭПЛАРО\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Настил\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;1299\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;РУННЕН\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Стеллаж\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;1299\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ХИЛЛИС\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Кружка, сосуд, стакан с ручкой\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;39\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;СТЕЛЬНА\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Молочник\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;299\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ВАРДАГЕН\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Термос для еды\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;699\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ЭФТЕРФРОГАД\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Ситечко\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;59\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ИДЕАЛИСК\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Чайник заварочный\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;499\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;РИКЛИГ\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Кофе-пресс\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;699\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;УПХЕТТА\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Чашка с блюдцем\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;249\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ИКЕА\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Кружка, стакан с ручкой\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;249\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ЭМНТ\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Ситечко\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;199\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;САККУННИГ\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Кружка\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;199\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ФИНСТИЛТ\u0026#39;}\r{\u0026#39;keywords\u0026#39;: \u0026#39;Тарелка, блюдце\u0026#39;, \u0026#39;price\u0026#39;: \u0026#39;269\u0026#39;, \u0026#39;product_name\u0026#39;: \u0026#39;ЭВЕРЕНС\u0026#39;} При создании DictReader объекта значениями по умолчанию для аргументов delimiter и quotechar являются ',' (символ запятой) и '\u0026quot;' (символ двойной кавычки) соответственно.\nНазвания столбцов сохраняются в атрибуте fieldnames объекта DictReader\rЗапись через writer #\rДля записи данных в csv файл можно использовать специальный writer объект:\nimport csv columns = [\u0026#39;first_name\u0026#39;, \u0026#39;second_name\u0026#39;, \u0026#39;class_number\u0026#39;, \u0026#39;class_letter\u0026#39;] data = [[\u0026#39;Тимур\u0026#39;, \u0026#39;Гуев\u0026#39;, 11, \u0026#39;А\u0026#39;], [\u0026#39;Руслан\u0026#39;, \u0026#39;Чаниев\u0026#39;, 9, \u0026#39;Б\u0026#39;], [\u0026#39;Артур\u0026#39;, \u0026#39;Харисов\u0026#39;, 10, \u0026#39;В\u0026#39;]] with open(\u0026#39;students.csv\u0026#39;, \u0026#39;w\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;, newline=\u0026#39;\u0026#39;) as file: writer = csv.writer(file) writer.writerow(columns) # запись заголовков for row in data: # запись строк writer.writerow(row) # Создаётся файл students.csv с содержимым:\rfirst_name,second_name,class_number,class_letter\rТимур,Гуев,11,А\rРуслан,Чаниев,9,Б\rАртур,Харисов,10,В При открытии файла функцией open() был использован параметр newline со значением '' (пустая строка), который отвечает за переводы строк при чтении или записи в текстовый файл. По умолчанию имеет значение None, в этом случае все разделители строк преобразуются в '\\n'. Если в файле оказывается лишний перевод строки, то следует использовать этот параметр в режиме newline='', тогда '\\n' будет преобразован в пустую строку.\nПри создании writer объекта мы так же можем его настраивать, задавая delimiter и многие другие параметры.\nimport csv columns = [\u0026#39;first_name\u0026#39;, \u0026#39;second_name\u0026#39;, \u0026#39;class_number\u0026#39;, \u0026#39;class_letter\u0026#39;] data = [[\u0026#39;Тимур\u0026#39;, \u0026#39;Гуев\u0026#39;, 11, \u0026#39;А\u0026#39;], [\u0026#39;Руслан\u0026#39;, \u0026#39;Чаниев\u0026#39;, 9, \u0026#39;Б\u0026#39;], [\u0026#39;Роман\u0026#39;, \u0026#39;Белых\u0026#39;, 10, \u0026#39;В\u0026#39;]] with open(\u0026#39;students.csv\u0026#39;, \u0026#39;w\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;, newline=\u0026#39;\u0026#39;) as file: writer = csv.writer(file, delimiter=\u0026#39;;\u0026#39;, quoting=csv.QUOTE_NONNUMERIC) writer.writerow(columns) for row in data: writer.writerow(row) # Создаётся файл students.csv с содержимым:\r\u0026#34;first_name\u0026#34;;\u0026#34;second_name\u0026#34;;\u0026#34;class_number\u0026#34;;\u0026#34;class_letter\u0026#34;\r\u0026#34;Тимур\u0026#34;;\u0026#34;Гуев\u0026#34;;11;\u0026#34;А\u0026#34;\r\u0026#34;Руслан\u0026#34;;\u0026#34;Чаниев\u0026#34;;9;\u0026#34;Б\u0026#34;\r\u0026#34;Роман\u0026#34;;\u0026#34;Белых\u0026#34;;10;\u0026#34;В\u0026#34; Значение аргумента quoting=csv.QUOTE_NONNUMERIC означает, что в кавычки будут браться все нечисловые значения. По умолчанию символом кавычки является \u0026quot;, если нужно поменять символ, используется уже знакомый нам именованный аргумент quotechar.\nДля quoting существуют и другие константы из модуля csv:\nQUOTE_ALL: указывает объектам записи указывать все поля QUOTE_MINIMAL: указывает объектам записи заключать в кавычки только те поля, которые содержат специальные символы, такие как разделитель delimiter, кавычка quotechar или любой из символов в lineterminator QUOTE_NONNUMERIC: указывает объектам записи указывать все нечисловые поля QUOTE_NONE: указывает объектам записи никогда не заключать в кавычки поля Помимо метода writerow() можно использовать и метод writerows(), чтобы записать сразу несколько строк. Единственным аргументом этого метода может быть коллекция коллекций. То есть, каждый элемент списка rows в нашем случае должен быть коллекцией. Если rows будет, например, списком чисел, программа завершится с ошибкой.\nЗапись через DictWriter #\rДля записи данных в csv файл также можно использовать DictWriter объект, который позволяет записывать содержимое словаря в файл.\nimport csv data = [{\u0026#39;first_name\u0026#39;: \u0026#39;Тимур\u0026#39;, \u0026#39;second_name\u0026#39;: \u0026#39;Гуев\u0026#39;, \u0026#39;class_number\u0026#39;: 11, \u0026#39;class_letter\u0026#39;: \u0026#39;А\u0026#39;}, {\u0026#39;first_name\u0026#39;: \u0026#39;Руслан\u0026#39;, \u0026#39;second_name\u0026#39;: \u0026#39;Чаниев\u0026#39;, \u0026#39;class_number\u0026#39;: 9, \u0026#39;class_letter\u0026#39;: \u0026#39;Б\u0026#39;}, {\u0026#39;first_name\u0026#39;: \u0026#39;Роман\u0026#39;, \u0026#39;second_name\u0026#39;: \u0026#39;Белых\u0026#39;, \u0026#39;class_number\u0026#39;: 10, \u0026#39;class_letter\u0026#39;: \u0026#39;В\u0026#39;}] columns = [\u0026#39;first_name\u0026#39;, \u0026#39;second_name\u0026#39;, \u0026#39;class_number\u0026#39;, \u0026#39;class_letter\u0026#39;] with open(\u0026#39;students.csv\u0026#39;, \u0026#39;w\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;, newline=\u0026#39;\u0026#39;) as file: writer = csv.DictWriter(file, fieldnames=columns, delimiter=\u0026#39;;\u0026#39;, quoting=csv.QUOTE_NONNUMERIC) writer.writeheader() # запись заголовков for row in data: # запись строк writer.writerow(row) # Создаётся файл students.csv с содержимым:\r\u0026#34;first_name\u0026#34;;\u0026#34;second_name\u0026#34;;\u0026#34;class_number\u0026#34;;\u0026#34;class_letter\u0026#34;\r\u0026#34;Тимур\u0026#34;;\u0026#34;Гуев\u0026#34;;11;\u0026#34;А\u0026#34;\r\u0026#34;Руслан\u0026#34;;\u0026#34;Чаниев\u0026#34;;9;\u0026#34;Б\u0026#34;\r\u0026#34;Роман\u0026#34;;\u0026#34;Белых\u0026#34;;10;\u0026#34;В\u0026#34; Ключи словарей, которые записываются в файл, должны совпадать с названиями полей, которые переданы в качестве аргумента fieldnames, иначе будет возникать ошибка ValueError.\rФормат json #\rJSON (англ. JavaScript Object Notation, читается как \u0026ldquo;джЕйсон\u0026rdquo;) — текстовый формат обмена данными, основанный на синтаксисе объекта в языке программирования JavaScript. Как и многие другие текстовые форматы, JSON легко читается людьми. Несмотря на происхождение от JavaScript, формат считается независимым от языка и может использоваться практически с любым языком программирования.\nВ отличие от формата csv, данные в формате json не просто разделены запятыми, а чаще всего имеют структуру ключ-значение. Это напоминает словарь Python, но в отличие от словаря, ключи в json могут быть только строками, заключенными в двойные кавычки:\n{ \u0026#34;firstName\u0026#34;: \u0026#34;Тимур\u0026#34;, \u0026#34;lastName\u0026#34;: \u0026#34;Гуев\u0026#34;, \u0026#34;gender\u0026#34;: \u0026#34;мужской\u0026#34; } Преимущества, которые сделали этот формат популярным:\nне занимает много места, является компактным в написании и быстро компилируется создание текстового содержимого понятно человеку, просто в реализации, а чтение со стороны среды разработки не вызывает никаких проблем. Чтение может осуществляться и человеком, поскольку ничего сложного в представлении данных нет структура преобразуется для чтения на любых языках программирования практически все языки имеют соответствующие библиотеки или другие инструменты для чтения данных JSON В качестве значений в JSON могут быть использованы:\nчисло (целое или вещественное); литералы true (истина), false (ложь), null (отсутствие значения); строка (последовательность символов, заключенная в двойные кавычки); список (заключается в квадратные скобки [ ], значения разделяются запятыми). Список может быть пустым, значения в пределах одного списка могут иметь разный тип; вложенный объект (неупорядоченное множество пар ключ: значение, заключённое в фигурные скобки { }). Ключ описывается строкой, между ним и значением стоит символ :. Пары ключ-значение отделяются друг от друга запятыми. { \u0026#34;firstName\u0026#34;: \u0026#34;Тимур\u0026#34;, \u0026#34;lastName\u0026#34;: \u0026#34;Гуев\u0026#34;, \u0026#34;age\u0026#34;: 29, \u0026#34;gender\u0026#34;: \u0026#34;мужской\u0026#34;, \u0026#34;smoke\u0026#34;: false, \u0026#34;address\u0026#34;: { \u0026#34;streetAddress\u0026#34;: \u0026#34;Часовая 25, кв. 127\u0026#34;, \u0026#34;city\u0026#34;: \u0026#34;Москва\u0026#34;, \u0026#34;postalCode\u0026#34;: 125315 }, \u0026#34;phoneNumbers\u0026#34;: [\u0026#34;+7 (919) 424-84-34\u0026#34;, \u0026#34;+7 (916) 928-92-34\u0026#34;] } Вложенность данных может быть бесконечной\rТакже, переносы строк и отступы в формате json необязательны. Они нужны только для удобства чтения.\n{\u0026#34;firstName\u0026#34;: \u0026#34;Тимур\u0026#34;, \u0026#34;lastName\u0026#34;: \u0026#34;Гуев\u0026#34;, \u0026#34;gender\u0026#34;: \u0026#34;мужской\u0026#34;} JSON — это текстовый формат, который может быть представлен не только в виде пар ключ-значение (объектов). Он так же может содержать список, строку, число и т.д. Тем не менее, чаще всего используется структура ключ-значение. При этом, объекты являются неупорядоченными, списки же, наоборот, упорядочены\rМодуль json #\rДля использования: import json\nПреобразование переменных программы (Python-объектов) в формат для хранения называется «сериализацией», а обратное преобразование — «десериализацией». В Python для сериализации и десериализации в формат json есть одноимённый модуль.\nФункция dumps() #\rДля сериализации данных в json строку используется функция dumps() из модуля json. Для того, чтобы сериализовать данные с ее помощью, достаточно передать в нее аргументом любой сериализуемый Python-объект.\nimport json data = {\u0026#39;name\u0026#39;: \u0026#39;Russia\u0026#39;, \u0026#39;phone_code\u0026#39;: 7, \u0026#39;capital\u0026#39;: \u0026#39;Moscow\u0026#39;, \u0026#39;currency\u0026#39;: \u0026#39;RUB\u0026#39;} json_data = json.dumps(data) # сериализуем словарь data в json строку print(type(json_data)) print(json_data) # Вывод:\r\u0026lt;class \u0026#39;str\u0026#39;\u0026gt;\r{\u0026#34;name\u0026#34;: \u0026#34;Russia\u0026#34;, \u0026#34;phone_code\u0026#34;: 7, \u0026#34;capital\u0026#34;: \u0026#34;Moscow\u0026#34;, \u0026#34;currency\u0026#34;: \u0026#34;RUB\u0026#34;} Независимо от того, какие кавычки мы использовали в Python-объекте, в результате данные будут в двойных кавычках (стандарт json)\rФункция dump() #\rВ отличие от функции dumps(), которая сериализует Python-объект в json строку, функция dump() записывает переданный Python-объект в файл.\nimport json data = {\u0026#39;name\u0026#39;: \u0026#39;Russia\u0026#39;, \u0026#39;phone_code\u0026#39;: 7, \u0026#39;capital\u0026#39;: \u0026#39;Moscow\u0026#39;, \u0026#39;currency\u0026#39;: \u0026#39;RUB\u0026#39;} with open(\u0026#39;countries.json\u0026#39;, \u0026#39;w\u0026#39;) as file: json.dump(data, file) // Создаётся файл countries.json с содержимым: {\u0026#34;name\u0026#34;: \u0026#34;Russia\u0026#34;, \u0026#34;phone_code\u0026#34;: 7, \u0026#34;capital\u0026#34;: \u0026#34;Moscow\u0026#34;, \u0026#34;currency\u0026#34;: \u0026#34;RUB\u0026#34;} Возможно сериализовать любой объект, поддерживаемый форматом json, например число, список, строку и т.д\rindent, sort_keys и separators #\rФункции записи dumps() и dump() имеют необязательные аргументы indent, sort_keys и separators, которые можно использовать для более удобного чтения человеком.\nАргумент indent задает отступ от левого края. По умолчанию имеет значение None для более компактного представления без отступов. Если значением indent является строка, то она используется в качестве отступа.\nАргумент sort_keys задает сортировку ключей в результирующем json. По умолчанию имеет значение False для более быстрого выполнения. Если установить значение аргумента в True, то ключи будут отсортированы в алфавитном порядке, что особенно удобно, когда ключей много.\nАргумент separators задает кортеж, состоящий из двух элементов (item_separator, key_separator), которые представляют разделители для элементов и ключей. По умолчанию аргумент имеет значение (', ', ': ').\nimport json data = {\u0026#39;name\u0026#39;: \u0026#39;Russia\u0026#39;, \u0026#39;phone_code\u0026#39;: 7, \u0026#39;capital\u0026#39;: \u0026#39;Moscow\u0026#39;, \u0026#39;currency\u0026#39;: \u0026#39;RUB\u0026#39;} json_data1 = json.dumps(data) json_data2 = json.dumps(data, indent=3, separators=(\u0026#39;;\u0026#39;, \u0026#39; = \u0026#39;), sort_keys=True) print(json_data1) print(json_data2) # Вывод:\r{\u0026#34;name\u0026#34;: \u0026#34;Russia\u0026#34;, \u0026#34;phone_code\u0026#34;: 7, \u0026#34;capital\u0026#34;: \u0026#34;Moscow\u0026#34;, \u0026#34;currency\u0026#34;: \u0026#34;RUB\u0026#34;}\r{\r\u0026#34;capital\u0026#34; = \u0026#34;Moscow\u0026#34;;\r\u0026#34;currency\u0026#34; = \u0026#34;RUB\u0026#34;;\r\u0026#34;name\u0026#34; = \u0026#34;Russia\u0026#34;;\r\u0026#34;phone_code\u0026#34; = 7\r} Функция loads() #\rДля десериализации данных нужно использовать функцию loads(). Ее аргумент — это строка с данными в формате json.\nimport json json_data = \u0026#39;{\u0026#34;name\u0026#34;: \u0026#34;Russia\u0026#34;, \u0026#34;phone_code\u0026#34;: 7, \u0026#34;capital\u0026#34;: \u0026#34;Moscow\u0026#34;, \u0026#34;currency\u0026#34;: \u0026#34;RUB\u0026#34;}\u0026#39; data = json.loads(json_data) print(type(data)) print(data) # Вывод:\r\u0026lt;class \u0026#39;dict\u0026#39;\u0026gt;\r{\u0026#39;name\u0026#39;: \u0026#39;Russia\u0026#39;, \u0026#39;phone_code\u0026#39;: 7, \u0026#39;capital\u0026#39;: \u0026#39;Moscow\u0026#39;, \u0026#39;currency\u0026#39;: \u0026#39;RUB\u0026#39;} В случае если строка для десериализации содержит данные с ошибкой, то модуль json не сможет правильно прочитать такую строку, и программа завершится с ошибкой json.decoder.JSONDecodeError\rФункция load() #\rВ отличие от функции loads(), которая в качестве аргумента принимает строку с данными в формате json, функция load() принимает файловый объект и возвращает его десериализованное содержимое.\nПусть файл data.json имеет следующее содержимое:\n{ \u0026#34;name\u0026#34;: \u0026#34;Russia\u0026#34;, \u0026#34;phone_code\u0026#34;: 7, \u0026#34;capital\u0026#34;: \u0026#34;Moscow\u0026#34;, \u0026#34;cities\u0026#34;: [\u0026#34;Abakan\u0026#34;, \u0026#34;Almetyevsk\u0026#34;, \u0026#34;Anadyr\u0026#34;, \u0026#34;Anapa\u0026#34;, \u0026#34;Arkhangelsk\u0026#34;, \u0026#34;Astrakhan\u0026#34;], \u0026#34;currency\u0026#34;: \u0026#34;RUB\u0026#34; } Тогда следующий код преобразует data.json в словарь data и выведет его элементы:\nimport json with open(\u0026#39;data.json\u0026#39;) as file: data = json.load(file) # передаем файловый объект for key, value in data.items(): if type(value) == list: print(f\u0026#39;{key}: {\u0026#34;, \u0026#34;.join(value)}\u0026#39;) else: print(f\u0026#39;{key}: {value}\u0026#39;) # Вывод:\rname: Russia\rphone_code: 7\rcapital: Moscow\rcities: Abakan, Almetyevsk, Anadyr, Anapa, Arkhangelsk, Astrakhan\rcurrency: RUB Типы данных в json #\rМодуль json автоматически определяет тип значения при десериализации. Такая автоматическая работа с типами данных выгодно отличает json от csv, при работе с которым таких автоматических преобразований нет.\nВажно также понимать, что при преобразовании данных в формат JSON, данные не всегда будут того же типа, что исходные данные в Python. Например, кортежи при записи в JSON превращаются в списки. Так происходит из-за того, что в JSON используются другие типы данных, и не для всех типов данных Python есть соответствия.\nТаблица конвертации типов данных Python в JSON:\nPython JSON dict object list, tuple array str string int, float number True true False false None null Таблица конвертации JSON в типы данных Python:\nJSON Python object dict array list string str number (int) int number (real) float true True false False null None Ограничение по типам данных #\rВ формат JSON нельзя записать словарь, у которого ключи – кортежи. Поэтому есть необязательный аргумент skipkeys, который игнорирует элементы с подобными ключами:\nimport json data = { \u0026#39;beegeek\u0026#39;: 2018, (\u0026#39;Timur\u0026#39;, \u0026#39;Guev\u0026#39;): 29, (\u0026#39;Arthur\u0026#39;, \u0026#39;Kharisov\u0026#39;): 20, \u0026#39;stepik\u0026#39;: 2013 } json_data = json.dumps(data, skipkeys=True) # преобразуем dict в json print(json_data) # Вывод:\r{\u0026#34;beegeek\u0026#34;: 2018, \u0026#34;stepik\u0026#34;: 2013} В JSON ключами словаря могут быть только строки. Но, если в словаре Python использовались числа, булевы значения или None, то ошибки не будет, вместо этого они будут преобразованы в строки.\rКириллические символы в json #\rВывод следующего кода может вызвать смущение:\nimport json data = {\u0026#39;firstName\u0026#39;: \u0026#39;Иван\u0026#39;, \u0026#39;lastName\u0026#39;: \u0026#39;Иванов\u0026#39;} s = json.dumps(data) print(s) # Вывод:\r{\u0026#34;firstName\u0026#34;: \u0026#34;\\u0418\\u0432\\u0430\\u043d\u0026#34;, \u0026#34;lastName\u0026#34;: \u0026#34;\\u0418\\u0432\\u0430\\u043d\\u043e\\u0432\u0026#34;} Каждая буква из строк Иван и Иванов будет заменена на её код. Эти коды стандартны, и код для каждой из букв индивидуален. Например 0438 — код буквы и. Обратное преобразование из строки в словарь вернет закодированное значение в первоначальный вид.\nС помощью необязательного аргумента ensure_ascii функций dumps() и dump() можно отказаться от такого кодирования:\nimport json data = {\u0026#39;firstName\u0026#39;: \u0026#39;Тимур\u0026#39;, \u0026#39;lastName\u0026#39;: \u0026#39;Гуев\u0026#39;} s = json.dumps(data, ensure_ascii=False) print(s) result = json.loads(s) print(result) # Вывод:\r{\u0026#34;firstName\u0026#34;: \u0026#34;Тимур\u0026#34;, \u0026#34;lastName\u0026#34;: \u0026#34;Гуев\u0026#34;}\r{\u0026#39;firstName\u0026#39;: \u0026#39;Тимур\u0026#39;, \u0026#39;lastName\u0026#39;: \u0026#39;Гуев\u0026#39;} Python преобразует такую строку обратно в словарь без проблем (поскольку использует Unicode по умолчанию), но нужно помнить, что это может привести к проблемам с преобразованием в программах, написанных на других языках программирования.\n","date":"9 июля 2024","externalUrl":null,"permalink":"/HFK_website/posts/csv_json/","section":"Конспекты","summary":"Управление текстовыми файлами формата csv, tsv, dtv, json в языке программирования Python\rФормат CSV #\rCSV (от англ.","title":"Работа с csv и json файлами в Python","type":"posts"},{"content":"\rКратко про потоковый ввод stdin и потоковый вывод stdout. Что это и для чего нужно, как с этим работать\rПотоковый ввод #\rsys.stdin – это специальный объект (итератор) в программе, куда попадает весь текст, который ввёл пользователь. Потоком его называют потому, что данные хранятся в нём до тех пор, пока программа их не прочитала. Таким образом, данные поступают в программу и временно сохраняются в потоке ввода (sys.stdin), а программа может забрать их оттуда, например, с помощью встроенной функции input(). В момент прочтения, данные пропадают из потока ввода, так как он хранит их до тех пор, пока они не будут прочитаны.\nДля работы с потоками необходимо подключить модуль sys: import sys.\nС помощью потока ввода можно в одну строчку кода прочитать весь пользовательский ввод в список. Примеры: data = [line.strip() for line in sys.stdin] или data = list(map(str.strip, sys.stdin)).\nИз stdin можно считать сразу все строки с помощью методов read() и readlines(). К слову, потоковый ввод тем и удобен, что не нужно беспокоиться о количестве введённых строк, ведь работать можно со всем сразу.\nПотоковый вывод #\rАналогичным образом можно работать с потоковым выводом (sys.stdout). По умолчанию функция print() перенаправляет вывод данных именно в sys.stdout, но всё же мы и сами можем писать в него.\nimport sys print(\u0026#39;Hello\u0026#39;) sys.stdout.write(\u0026#39;world!\u0026#39;) print(\u0026#39;from\u0026#39;) sys.stdout.write(\u0026#39;python\\n\u0026#39;) print(\u0026#39;Bye-bye\u0026#39;) # Вывод:\rHello\rworld!from\rpython\rBye-bye Функция print() добавляет перевод на новую строку, а явная запись данных в sys.stdout с помощью метода write() нет. Чтобы добавить перевод на новую строку, мы используем стандартный символ \\n. Также нужно иметь в виду, что при использовании потока вывода нужно самостоятельно преобразовывать данные к строковому типу данных (функция print() это делает автоматически).\n","date":"3 июля 2024","externalUrl":null,"permalink":"/HFK_website/posts/stdin_stdout/","section":"Конспекты","summary":"Кратко про потоковый ввод stdin и потоковый вывод stdout.","title":"Потоковый ввод и вывод","type":"posts"},{"content":"","date":"30 июня 2024","externalUrl":null,"permalink":"/HFK_website/tags/calendar/","section":"Tags","summary":"","title":"Calendar","type":"tags"},{"content":"","date":"30 июня 2024","externalUrl":null,"permalink":"/HFK_website/tags/datatypes/","section":"Tags","summary":"","title":"Datatypes","type":"tags"},{"content":"","date":"30 июня 2024","externalUrl":null,"permalink":"/HFK_website/tags/time/","section":"Tags","summary":"","title":"Time","type":"tags"},{"content":"\rБольше модулей для работы с временем и датой, измерение времени выполнения программы.\rМодуль time #\rДля использования: import time\nВ Python помимо встроенного модуля datetime есть еще модуль time, который обычно используется для работы с текущим временем.\nЕго работа основывается на общепринятой системе описания времени. Согласно ее концепции, текущее время представляется в виде обыкновенного вещественного значения в секундах, прошедших с момента начала эпохи (полночь 1 января 1970 года) и до сегодняшнего дня.\nВозможности модуля:\nотображает информацию о времени, прошедшем с начала эпохи преобразовывает значение системного времени в удобный вид прерывает выполнение программы на заданное количество секунд измеряет время выполнения программы или её отдельных модулей datetime.time и модуль time – не одно и то же!\rФункция time() #\rВозвращает количество секунд, прошедших с начала эпохи:\nimport time seconds = time.time() # получаем количество прошедших секунд в виде float числа print(\u0026#39;Количество секунд с начала эпохи =\u0026#39;, seconds) # Вывод: Количество секунд с начала эпохи = 1630387918.354396 Функция ctime() #\rДля того чтобы получить текущую дату в более удобном для человека виде, нужно использовать функцию ctime(), которая принимает в качестве аргумента количество секунд, прошедших с начала эпохи, и возвращает строку, представляющую собой локальное время:\nimport time local_time = time.ctime(time.time()) # аналогично local_time = time.ctime() print(local_time) # Вывод: текущая дата и время на вашем пк Если вызвать ctime() без аргументов, результат будет аналогичным\rФункция sleep() #\rИспользуется для добавления задержки в выполнение программы. В качестве аргумента принимает количество секунд (secs) – задержка в секундах. secs может быть как int, так и float\nimport time print(\u0026#39;Before the sleep statement\u0026#39;) time.sleep(3) print(\u0026#39;After the sleep statement\u0026#39;) Функция sleep() нередко используется для тестирования кода и намеренного внесения задержек на различных этапах выполнения программы\rИзмерение времени выполнения программы #\rЧтобы найти время выполнения программы или её части, достаточно посчитать разницу времени в секундах между точкой старта и местом, где она завершается. Пример:\nimport time start_time = time.time() for i in range(5): time.sleep(1) end_time = time.time() elapsed_time = end_time - start_time print(f\u0026#39;Время работы программы = {elapsed_time}\u0026#39;) # Вывод: Время работы программы = 5.022884845733643 Несмотря на простоту вышеописанного подхода, использовать его в серьезных целях, где требуется точный и независимый от операционной системы (ОС) результат, не рекомендуется. Все дело в том, что числовое значение времени, получаемое таким образом, может иметь погрешности за счет внутренних особенностей работы компьютера, в среде которого выполняется программа. Более того, системные часы могут быть подкорректированы вручную пользователем во время выполнения программы.\nБывает так, что очередной вызов функции time() вернет значение меньше, чем значение, полученное при предыдущем вызове.\rФункция monotonic() #\rДля измерения времени выполнения программы идеально подходит функция monotonic(), так как ее результат не зависит от корректировки системных часов и других внешних условий.\nimport time start_time = time.monotonic() for i in range(5): time.sleep(1) end_time = time.monotonic() elapsed_time = end_time - start_time print(f\u0026#39;Время работы программы = {elapsed_time}\u0026#39;) # Вывод: Время работы программы = 5.0 Функция perf_counter() #\rДля самого точного измерения времени выполнения программы следует использовать функцию perf_counter(). Данная функция использует таймер с наибольшим доступным разрешением, что делает эту функцию отличным инструментом для измерения времени выполнения кода на коротких интервалах.\nimport time start_time = time.perf_counter() for i in range(5): time.sleep(1) end_time = time.perf_counter() elapsed_time = end_time - start_time print(f\u0026#39;Время работы программы = {elapsed_time}\u0026#39;) # Вывод: Время работы программы = 5.042140900040977 Замечания #\rПри сравнении разных способов выполнить одно и то же действие, было замерено время выполнения каждого. Вот некоторые интересные замечания, которые мне хотелось бы выделить:\nПо сравнению с собственными реализациями, функция factorial() из модуля math выполняется быстрее, так как реализована на языке C. Списочные выражения (или же list comprehensions) выполняются быстрее, чем использование цикла for на пару с методом append. В случае если требуется создать список на основе итерируемого объекта или коллекции без какого-либо изменения элементов, то лучшим вариантом будет функция list(). Тип данных struct_time #\rЕдинственный тип данных, который имеется в модуле time – struct_time. Он представляет собой именованный кортеж, содержащий информацию о времени. Структура представления времени struct_time чем-то похожа на уже изученный тип datetime.\nИменованные кортежи будут описаны подробнее в следующих конспектах\rИменованный кортеж struct_time состоит из следующих атрибутов:\nНомер индекса Атрибут Значение 0 tm_year диапазон от 0000 до 9999 1 tm_mon диапазон от 1 до 12 2 tm_mday диапазон от 1 до 31 3 tm_hour диапазон от 0 до 23 4 tm_min диапазон от 0 до 59 5 tm_sec диапазон от 0 до 61 (високосная секунда) 6 tm_wday диапазон от 0 до 6, понедельник=0 7 tm_yday диапазон от 1 до 366 8 tm_isdst значения -1, 0, 1 N/A tm_zone сокращение названия часового пояса N/A tm_gmtoff смещение к востоку от UTC в секундах Создавать объекты типа struct_time можно на основе кортежа:\nimport time time_tuple = (2021, 8, 31, 5, 31, 58, 1, 243, 0) time_obj = time.struct_time(time_tuple) На практике же редко приходится собственноручно создавать объекты этого типа. Обычно используют функции модуля time, которые сами создают и оперируют ими.\nФункция localtime() #\rlocaltime() принимает в качестве аргумента количество секунд, прошедших с начала эпохи, и возвращает кортеж struct_time в локальном времени.\nЕсли функции localtime() передан аргумент None, вернется значение time()\rimport time result = time.localtime(1630387918) print(\u0026#39;Результат:\u0026#39;, result) print(\u0026#39;Год:\u0026#39;, result.tm_year) print(\u0026#39;Месяц:\u0026#39;, result.tm_mon) print(\u0026#39;День:\u0026#39;, result.tm_mday) print(\u0026#39;Час:\u0026#39;, result.tm_hour) # Вывод:\rРезультат: time.struct_time(tm_year=2021, tm_mon=8, tm_mday=31, tm_hour=8, tm_min=31, tm_sec=58, tm_wday=1, tm_yday=243, tm_isdst=0)\rГод: 2021\rМесяц: 8\rДень: 31\rЧас: 8 Также мы могли бы обращаться к данным именованого кортежа по индексам. К примеру, print('Год:', result[0]), вывел бы ту же строку, что и print('Год:', result.tm_year) в коде выше.\nФункция gmtime() #\rgmtime() принимает в качестве аргумента количество секунд, прошедших с начала эпохи, и возвращает кортеж struct_time в UTC.\nЕсли функции gmtime() передан аргумент None, также вернется значение time()\rФункция mktime() #\rmktime() принимает struct_time (или кортеж, содержащий 9 значений, относящихся к этому типу) в качестве аргумента и возвращает количество секунд, прошедших с начала эпохи, в местном времени.\nimport time time_tuple = (2021, 8, 31, 5, 31, 58, 1, 243, 0) time_obj = time.mktime(time_tuple) print(\u0026#39;Локальное время в секундах:\u0026#39;, time_obj) # Вывод: Локальное время в секундах: 1630377118.0 Функция mktime() является обратной к функции localtime(). Посмотрим на пример этой связи:\nimport time seconds = 1630377118 time_obj = time.localtime(seconds) # возвращает struct_time print(time_obj) time_seconds = time.mktime(time_obj) # возвращает секунды из struct_time print(time_seconds) # Вывод:\rtime.struct_time(tm_year=2021, tm_mon=8, tm_mday=31, tm_hour=5, tm_min=31, tm_sec=58, tm_wday=1, tm_yday=243, tm_isdst=0)\r1630377118.0 Если кортеж с неправильной длиной или имеющий элементы неправильного типа передаётся функции, ожидающей struct_time, возникает ошибка TypeError!\rФункция asctime() #\rasctime() принимает struct_time (или кортеж, содержащий 9 значений, относящихся к этому типу) в качестве аргумента и возвращает строку, представляющую собой дату и время.\nimport time time_tuple = (2021, 8, 31, 5, 31, 58, 1, 243, 0) result = time.asctime(time_tuple) print(\u0026#39;Результат:\u0026#39;, result) # Вывод: Результат: Tue Aug 31 05:31:58 2021 Форматированный вывод #\rФункции ctime() и asctime() имеют практически одинаковый функционал, за тем исключением, что первая функция принимает количество прошедших от начала эпохи секунд, а вторая принимает struct_time (или соответствующий кортеж). Обе функции представляют время в более удобном виде, благодаря автоматическому форматированию. Однако, автоматическое форматирование не всегда то, что нужно, поскольку может показаться чересчур сложным для восприятия, либо же недостаточно информативным. Именно поэтому функции strftime() и strptime() модуля time позволяют создавать свои уникальные типы форматирования.\nstrftime() принимает строку с некоторым набором правил для форматирования и объект struct_time (или соответствующий кортеж) в качестве аргументов и возвращает строку с датой в зависимости от использованного формата: import time time_obj = time.localtime() result = time.strftime(\u0026#39;%d.%m.%Y, %H:%M:%S\u0026#39;, time_obj) print(result) # Вывод: 01.09.2021, 08:50:32 strptime() делает разбор строки в зависимости от использованного формата и возвращает объект struct_time: import time time_string = \u0026#39;1 September, 2021\u0026#39; result = time.strptime(time_string, \u0026#39;%d %B, %Y\u0026#39;) print(result) # Вывод: time.struct_time(tm_year=2021, tm_mon=9, tm_mday=1, tm_hour=0, tm_min=0, tm_sec=0, tm_wday=2, tm_yday=244, tm_isdst=-1) При этом строка time_string должна полностью соответствовать формату %d %B, %Y, в противном случае возникнет исключение ValueError!\rМодуль calendar #\rДля использования: import calendar\nПо умолчанию модуль calendar следует григорианскому календарю, где понедельник является первым днём недели (номер 0), а воскресенье – последним (номер 6). В отличии от предыдущих модулей date и time, которые также предоставляют функции, связанные с календарём, модуль calendar предоставляет основные функции, связанные с отображением и манипулированием календарями.\nАтрибуты calendar #\rАтрибут calendar.day_name возвращает итерируемый объект, содержащий названия дней недели на английском языке: import calendar for name in calendar.day_name: print(name) # Вывод:\rMonday\rTuesday\rWednesday\rThursday\rFriday\rSaturday\rSunday Атрибут calendar.day_abbr возвращает итерируемый объект, содержащий сокращенные названия дней недели: import calendar, locale for name in calendar.day_abbr: print(name, end=\u0026#39; \u0026#39;) locale.setlocale(locale.LC_ALL, \u0026#39;ru_RU.UTF-8\u0026#39;) print() for name in calendar.day_abbr: print(name, end=\u0026#39; \u0026#39;) # Вывод:\rMon Tue Wed Thu Fri Sat Sun\rПн Вт Ср Чт Пт Сб Вс Атрибут calendar.month_name возвращает итерируемый объект, содержащий названия месяцев года: import calendar, locale english_names = list(calendar.month_name) print(english_names) locale.setlocale(locale.LC_ALL, \u0026#39;ru_RU.UTF-8\u0026#39;) russian_names = list(calendar.month_name) print(russian_names) # Вывод:\r[\u0026#39;\u0026#39;, \u0026#39;January\u0026#39;, \u0026#39;February\u0026#39;, \u0026#39;March\u0026#39;, \u0026#39;April\u0026#39;, \u0026#39;May\u0026#39;, \u0026#39;June\u0026#39;, \u0026#39;July\u0026#39;, \u0026#39;August\u0026#39;, \u0026#39;September\u0026#39;, \u0026#39;October\u0026#39;, \u0026#39;November\u0026#39;, \u0026#39;December\u0026#39;]\r[\u0026#39;\u0026#39;, \u0026#39;Январь\u0026#39;, \u0026#39;Февраль\u0026#39;, \u0026#39;Март\u0026#39;, \u0026#39;Апрель\u0026#39;, \u0026#39;Май\u0026#39;, \u0026#39;Июнь\u0026#39;, \u0026#39;Июль\u0026#39;, \u0026#39;Август\u0026#39;, \u0026#39;Сентябрь\u0026#39;, \u0026#39;Октябрь\u0026#39;, \u0026#39;Ноябрь\u0026#39;, \u0026#39;Декабрь\u0026#39;] Атрибут month_name соответствует обычному соглашению, что январь – это месяц номер 1, поэтому список имеет длину в 13 элементов, первый из которых – пустая строка\rАтрибут calendar.month_abbr возвращает итерируемый объект, содержащий сокращенные названия месяцев года: import calendar, locale english_names = list(calendar.month_abbr) print(english_names) locale.setlocale(locale.LC_ALL, \u0026#39;ru_RU.UTF-8\u0026#39;) russian_names = list(calendar.month_abbr) print(russian_names) # Вывод:\r[\u0026#39;\u0026#39;, \u0026#39;Jan\u0026#39;, \u0026#39;Feb\u0026#39;, \u0026#39;Mar\u0026#39;, \u0026#39;Apr\u0026#39;, \u0026#39;May\u0026#39;, \u0026#39;Jun\u0026#39;, \u0026#39;Jul\u0026#39;, \u0026#39;Aug\u0026#39;, \u0026#39;Sep\u0026#39;, \u0026#39;Oct\u0026#39;, \u0026#39;Nov\u0026#39;, \u0026#39;Dec\u0026#39;]\r[\u0026#39;\u0026#39;, \u0026#39;янв\u0026#39;, \u0026#39;фев\u0026#39;, \u0026#39;мар\u0026#39;, \u0026#39;апр\u0026#39;, \u0026#39;май\u0026#39;, \u0026#39;июн\u0026#39;, \u0026#39;июл\u0026#39;, \u0026#39;авг\u0026#39;, \u0026#39;сен\u0026#39;, \u0026#39;окт\u0026#39;, \u0026#39;ноя\u0026#39;, \u0026#39;дек\u0026#39;] Объекты, доступные по атрибутам day_name, day_abbr, month_name и month_abbr, поддерживают индексацию\rДля получения номеров дней недели можно использовать атрибуты: MONDAY, TUESDAY, ..., SUNDAY. К примеру, print(calendar.MONDAY) выведет 0. Функции calendar #\rФункция setfirstweekday() устанавливает заданный день недели в качестве начала недели. Например, чтобы установить первый будний день воскресенье, мы используем код: import calendar calendar.setfirstweekday(calendar.SUNDAY) Функция firstweekday() возвращает целое число, означающее день недели, установленное в качестве начала недели: import calendar print(calendar.firstweekday()) calendar.setfirstweekday(calendar.SUNDAY) print(calendar.firstweekday()) # Вывод:\r0\r6 Функция isleap() возвращает True, если год високосен, иначе – False.\nФункция leapdays(y1, y2) возвращает количество високосных лет в диапазоне от y1 до y2 (не включая), где y1 и y2 – годы:\nimport calendar print(calendar.leapdays(2020, 2025)) # Вывод: 2 Функция weekday(year, month, day) возвращает день недели в виде целого числа (где 0 – понедельник, 6 – воскресенье) для заданной даты. Аргументы функции year – год начиная с 1970, month – месяц в диапазоне 1-12, day – число в диапазоне 1-31: import calendar print(calendar.weekday(2021, 9, 1)) # среда print(calendar.weekday(2021, 9, 2)) # четверг # Вывод:\r2\r3 Функция monthrange(year, month) возвращает день недели первого дня месяца и количество дней в месяце в виде кортежа для указанного года year и месяца month import calendar print(calendar.monthrange(2022, 1)) # январь 2022 года print(calendar.monthrange(2021, 9)) # сентябрь 2021 года # Вывод:\r(5, 31)\r(2, 30) Функция monthcalendar(year, month) возвращает матрицу, представляющую календарь на месяц. Каждая строка матрицы представляет неделю: import calendar print(*calendar.monthcalendar(2021, 9), sep=\u0026#39;\\n\u0026#39;) # Вывод:\r[0, 0, 1, 2, 3, 4, 5]\r[6, 7, 8, 9, 10, 11, 12]\r[13, 14, 15, 16, 17, 18, 19]\r[20, 21, 22, 23, 24, 25, 26]\r[27, 28, 29, 30, 0, 0, 0] Дни, которые не входят в указанный месяц, представлены нулями. При этом каждая неделя начинается с понедельника, если не установлено другое функцией ​​setfirstweekday()\rФункция month(year, month, w=0, l=0) возвращает календарь на месяц в многострочной строке. Аргументами функции являются: year (год), month (месяц), w (ширина столбца даты) и l (количество строк, отводимые на неделю). Аргументы w и l имеют значения по умолчанию, поэтому их можно не передавать явно при вызове функции\rimport calendar print(calendar.month(2021, 9)) print(calendar.month(2021, 10)) print(calendar.month(2021, 9, w=3)) print(calendar.month(2021, 9, l=2)) print(calendar.month(2021, 9, w=5, l=2)) # Вывод:\rSeptember 2021\rMo Tu We Th Fr Sa Su\r1 2 3 4 5\r6 7 8 9 10 11 12\r13 14 15 16 17 18 19\r20 21 22 23 24 25 26\r27 28 29 30\rOctober 2021\rMo Tu We Th Fr Sa Su\r1 2 3\r4 5 6 7 8 9 10\r11 12 13 14 15 16 17\r18 19 20 21 22 23 24\r25 26 27 28 29 30 31\rSeptember 2021\rMon Tue Wed Thu Fri Sat Sun\r1 2 3 4 5\r6 7 8 9 10 11 12\r13 14 15 16 17 18 19\r20 21 22 23 24 25 26\r27 28 29 30\rSeptember 2021\rMo Tu We Th Fr Sa Su\r1 2 3 4 5\r6 7 8 9 10 11 12\r13 14 15 16 17 18 19\r20 21 22 23 24 25 26\r27 28 29 30\rSeptember 2021\rMon Tue Wed Thu Fri Sat Sun\r1 2 3 4 5\r6 7 8 9 10 11 12\r13 14 15 16 17 18 19\r20 21 22 23 24 25 26\r27 28 29 30 Функция calendar(year, w=2, l=1, c=6, m=3) возвращает календарь на весь год в виде многострочной строки. Аргументами функции являются: year (год), w (ширина столбца даты), l (количество строк, отводимые на неделю), c (количество пробелов между столбцом месяца) и m (количество столбцов). Аргументы w, l, c, m имеют значения по умолчанию, поэтому их можно не передавать явно при вызове функции\rimport calendar print(calendar.calendar(2021)) # Вывод:\r2021\rJanuary February March\rMo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su\r1 2 3 1 2 3 4 5 6 7 1 2 3 4 5 6 7\r4 5 6 7 8 9 10 8 9 10 11 12 13 14 8 9 10 11 12 13 14\r11 12 13 14 15 16 17 15 16 17 18 19 20 21 15 16 17 18 19 20 21\r18 19 20 21 22 23 24 22 23 24 25 26 27 28 22 23 24 25 26 27 28\r25 26 27 28 29 30 31 29 30 31\rApril May June\rMo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su\r1 2 3 4 1 2 1 2 3 4 5 6\r5 6 7 8 9 10 11 3 4 5 6 7 8 9 7 8 9 10 11 12 13\r12 13 14 15 16 17 18 10 11 12 13 14 15 16 14 15 16 17 18 19 20\r19 20 21 22 23 24 25 17 18 19 20 21 22 23 21 22 23 24 25 26 27\r26 27 28 29 30 24 25 26 27 28 29 30 28 29 30\r31\rJuly August September\rMo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su\r1 2 3 4 1 1 2 3 4 5\r5 6 7 8 9 10 11 2 3 4 5 6 7 8 6 7 8 9 10 11 12\r12 13 14 15 16 17 18 9 10 11 12 13 14 15 13 14 15 16 17 18 19\r19 20 21 22 23 24 25 16 17 18 19 20 21 22 20 21 22 23 24 25 26\r26 27 28 29 30 31 23 24 25 26 27 28 29 27 28 29 30\r30 31\rOctober November December\rMo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su\r1 2 3 1 2 3 4 5 6 7 1 2 3 4 5\r4 5 6 7 8 9 10 8 9 10 11 12 13 14 6 7 8 9 10 11 12\r11 12 13 14 15 16 17 15 16 17 18 19 20 21 13 14 15 16 17 18 19\r18 19 20 21 22 23 24 22 23 24 25 26 27 28 20 21 22 23 24 25 26\r25 26 27 28 29 30 31 29 30 27 28 29 30 31 Функция prmonth(theyear, themonth, w=0, l=0) печатает календарь на месяц, возвращенный функцией month(theyear, themonth, w=0, l=0). Функция prcal(year, w=0, l=0, c=6, m=3) печатает календарь на весь год, возвращенный функцией calendar(year, w=0, l=0, c=6, m=3)\nСледующие два блока кода эквиваленты:\nimport calendar calendar.prmonth(2021, 9) calendar.prcal(2021) import calendar print(calendar.month(2021, 9)) print(calendar.calendar(2021)) Они выводят:\nSeptember 2021\rMo Tu We Th Fr Sa Su\r1 2 3 4 5\r6 7 8 9 10 11 12\r13 14 15 16 17 18 19\r20 21 22 23 24 25 26\r27 28 29 30\r2021\rJanuary February March\rMo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su\r1 2 3 1 2 3 4 5 6 7 1 2 3 4 5 6 7\r4 5 6 7 8 9 10 8 9 10 11 12 13 14 8 9 10 11 12 13 14\r11 12 13 14 15 16 17 15 16 17 18 19 20 21 15 16 17 18 19 20 21\r18 19 20 21 22 23 24 22 23 24 25 26 27 28 22 23 24 25 26 27 28\r25 26 27 28 29 30 31 29 30 31\rApril May June\rMo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su\r1 2 3 4 1 2 1 2 3 4 5 6\r5 6 7 8 9 10 11 3 4 5 6 7 8 9 7 8 9 10 11 12 13\r12 13 14 15 16 17 18 10 11 12 13 14 15 16 14 15 16 17 18 19 20\r19 20 21 22 23 24 25 17 18 19 20 21 22 23 21 22 23 24 25 26 27\r26 27 28 29 30 24 25 26 27 28 29 30 28 29 30\r31\rJuly August September\rMo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su\r1 2 3 4 1 1 2 3 4 5\r5 6 7 8 9 10 11 2 3 4 5 6 7 8 6 7 8 9 10 11 12\r12 13 14 15 16 17 18 9 10 11 12 13 14 15 13 14 15 16 17 18 19\r19 20 21 22 23 24 25 16 17 18 19 20 21 22 20 21 22 23 24 25 26\r26 27 28 29 30 31 23 24 25 26 27 28 29 27 28 29 30\r30 31\rOctober November December\rMo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su Mo Tu We Th Fr Sa Su\r1 2 3 1 2 3 4 5 6 7 1 2 3 4 5\r4 5 6 7 8 9 10 8 9 10 11 12 13 14 6 7 8 9 10 11 12\r11 12 13 14 15 16 17 15 16 17 18 19 20 21 13 14 15 16 17 18 19\r18 19 20 21 22 23 24 22 23 24 25 26 27 28 20 21 22 23 24 25 26\r25 26 27 28 29 30 31 29 30 27 28 29 30 31 ","date":"30 июня 2024","externalUrl":null,"permalink":"/HFK_website/posts/date_and_time_2/","section":"Конспекты","summary":"Больше модулей для работы с временем и датой, измерение времени выполнения программы.","title":"Работа с датой и временем. Часть 2","type":"posts"},{"content":"","date":"16 июня 2024","externalUrl":null,"permalink":"/HFK_website/tags/date/","section":"Tags","summary":"","title":"Date","type":"tags"},{"content":"","date":"16 июня 2024","externalUrl":null,"permalink":"/HFK_website/tags/datetime/","section":"Tags","summary":"","title":"Datetime","type":"tags"},{"content":"\rМодули и типы данных для работы со временем, датой и временными промежутками в языке программирования Python. Локализация.\rТипы данных date и time #\rДля удобной работы с датой и временем в Python есть модуль datetime. Он состоит из нескольких типов данных. Благодаря их наличию, программист получает доступ ко многим полезным функциям:\nполучение текущих системных даты и времени; вычисление разницы между датами и другие арифметические операции над ними; сравнение даты и времени; форматированный вывод информации о дате и времени. Типы данных модуля datetime #\rНазвание типа\nданных Характеристика date Представляет собой информацию о дате на основе Григорианского календаря time Представляет собой информацию о времени datetime Содержит информацию о времени и дате на основе Григорианского календаря timedelta Описывает определённый период во времени, который находится между двумя различными моментами tzinfo Представляет различные сведения о часовом поясе timezone Содержит информацию о времени в формате UTC Тип данных date #\rДля использования: from datetime import date.\nТип данных (класс) date используется для представления данных о дате и включает информацию о годе, месяце и дне.\nПри создании новой даты нужно указать год, месяц и день. При этом, как и положено, нельзя указать значение day большее 31 и/или значение month большее 12:\nfrom datetime import date my_date = date(1992, 10, 6) # тип date: год + месяц + день print(my_date) print(type(my_date)) # Вывод:\r1992-10-06\r\u0026lt;class \u0026#39;datetime.date\u0026#39;\u0026gt; Получить доступ к отдельным составляющим даты можно с помощью атрибутов year, month, day:\nfrom datetime import date my_date = date(1992, 10, 6) print(\u0026#39;Год =\u0026#39;, my_date.year) print(\u0026#39;Месяц =\u0026#39;, my_date.month) print(\u0026#39;День =\u0026#39;, my_date.day) # Вывод:\rГод = 1992\rМесяц = 10\rДень = 6 Метод today() нужен, чтобы получить текущую дату с компьютера: today_date = date.today()\nС помощью метода weekday() можно определить день недели (нумерация начинается с нуля: 0=понедельник, 1=вторник, \u0026hellip;, 6=воскресенье).\nЕсли нужна нумерация с единицы, можно воспользоваться методом isoweekday().\nАтрибуты min и max используются, чтобы получить минимальную и максимальную соответственно возможную дату (в рамках типа данных date):\nfrom datetime import date print(date.min) print(date.max) # Вывод:\r0001-01-01\r9999-12-31 Метод fromordinal() позволяет создать дату из номера дня, начиная с 0001-01-01, а метод toordinal(), наоборот, преобразует дату в номер дня:\nfrom datetime import date date1 = date.fromordinal(365) date2 = date(1999, 12, 26) print(date1) print(date2.toordinal()) # Вывод:\r0001-12-31\r730114 Тип данных time #\rДля использования: from datetime import time\nТип данных (класс) time используется для представления данных о времени и включает информацию о часах, минутах, секундах и микросекундах (одна милионная доля секунды).\nПри создании времени нужно указать часы, минуты, секунды и микросекунды. При этом, значение hour не может быть больше 23, а значение second больше 59:\nfrom datetime import time my_time = time(11, 20, 54, 1234) # тип time: часы + минуты + секунды + микросекунды print(my_time) print(type(my_time)) # Вывод:\r11:20:54.001234\r\u0026lt;class \u0026#39;datetime.time\u0026#39;\u0026gt; В отличие от дат (тип данных date), чтобы создать объект типа time, необязательно указывать все его атрибуты в конструкторе. Недостающие данные о времени автоматически заполняются нулями.\nТак же, как и при работе с типом данных date, пользуясь типом time, можно получать доступ к отдельным значениям созданного времени: часам, минутам, секундам и микросекундам с помощью атрибутов hour, minute, second, microsecond:\nfrom datetime import time my_time = time(11, 20, 54, 1234) print(\u0026#39;Часы =\u0026#39;, my_time.hour) print(\u0026#39;Минуты =\u0026#39;, my_time.minute) print(\u0026#39;Секунды =\u0026#39;, my_time.second) print(\u0026#39;Микросекунды =\u0026#39;, my_time.microsecond) # Вывод:\rЧасы = 11\rМинуты = 20\rСекунды = 54\rМикросекунды = 1234 В случае использования неверного значения для атрибутов (year, month, day и т.д.) вознакает ошибка (исключение) ValueError.\rСвязь дат и времени #\rdate и time можно сравнивать с помощью операторов ==, !=, \u0026lt;, \u0026gt;, \u0026lt;= и \u0026gt;=:\nfrom datetime import date, time date1 = date(2022, 10, 15) date2 = date(1999, 12, 26) time1 = time(13, 10, 5) time2 = time(21, 32, 59) print(date1 \u0026lt; date2) print(time1 \u0026lt; time2) # Вывод:\rFalse\rTrue При работе с этими типами данных можно использовать встроенные функции min(), max() и sorted():\nfrom datetime import date dates = [date(2021, 12, 31), date(2025, 3, 19), date(2017, 5, 25)] print(min(dates)) print(max(dates)) print(sorted(dates)) # Вывод:\r2017-05-25\r2025-03-19\r[datetime.date(2017, 5, 25), datetime.date(2021, 12, 31), datetime.date(2025, 3, 19)] Оба типа данных date и time являются неизменяемыми\rФункции str() и repr() #\rВстроенная функция str() возвращает объект в неформальном (понятном человеку) строковом представлении. В следующем коде str() вызывается неявно и преобразует указанные объекты в понятный нам вид:\nfrom datetime import date, time my_date = date(2021, 12, 31) my_time = time(11, 20, 54) print(str(my_date)) # Аналогичен коду print(my_date) print(str(my_time)) # Аналогичен коду print(my_time) # Вывод:\r2021-12-31\r11:20:54 Встроенная функция repr() возвращает объект в формальном (понятном интерпретатору) строковом представлении:\nprint(repr(my_date)) print(repr(my_time)) # Вывод:\rdatetime.date(2021, 12, 31)\rdatetime.time(11, 20, 54) Для встроенных типов данных при печати одиночного значения объекта явно вызывать функцию str() не требуется, однако при печати списка таких объектов может произойти следующее:\nfrom datetime import date dates = [date(2021, 12, 31), date(2019, 10, 6), date(2022, 11, 8)] # список дат print(dates) # Вывод: [datetime.date(2021, 12, 31), datetime.date(2019, 10, 6), datetime.date(2022, 11, 8)] Поэтому, если нам нужно вывести дату или время в нормальном виде, нужно воспользоваться распаковкой (str() также будет вызвана неявно):\nprint(*dates, sep=\u0026#39;, \u0026#39;) # Вывод: 2021-12-31, 2019-10-06, 2022-11-08 Форматирование даты и времени #\rПо умолчанию вывод даты и времени осуществляется в ISO формате:\nдата имеет вид: YYYY-MM-DD время имеет вид: HH:MM:SS или HH:MM:SS.ffffff Для форматированного вывода даты и времени используется метод strftime() (для обоих типов date и time):\nfrom datetime import date, time my_date = date(2021, 8, 10) my_time = time(7, 18, 34) print(my_date) # вывод в ISO формате print(my_time) # вывод в ISO формате print(my_date.strftime(\u0026#39;%d/%m/%y\u0026#39;)) # форматированный вывод даты print(my_date.strftime(\u0026#39;%A %d, %B %Y\u0026#39;)) # форматированный вывод даты print(my_time.strftime(\u0026#39;%H.%M.%S\u0026#39;)) # форматированный вывод времени # Вывод:\r2021-08-10\r07:18:34\r10/08/21\rTuesday 10, August 2021\r07.18.34 Таблица аргументов параметра:\nФормат Значение Пример %a Сокращённое название дня недели Sun, Mon, …, Sat (en_US)\nПн, Вт, \u0026hellip;, Вс (ru_RU) %A Полное название дня недели Sunday, Monday, …, Saturday (en_US)\nпонедельник, \u0026hellip;, воскресенье (ru_RU) %w Номер дня недели [0, …, 6] 0, 1, …, 6 (0=воскресенье, 6=суббота) %d День месяца [01, …, 31] 01, 02, …, 31 %b Сокращенное название месяца Jan, Feb, …, Dec (en_US);\nянв, \u0026hellip;, дек (ru_RU) %B Полное название месяца January, February, …, December (en_US);\nЯнварь, \u0026hellip;, Декабрь (ru_RU) %m Номер месяца [01, …,12] 01, 02, …, 12 %y Год без века [00, …, 99] 00, 01, …, 99 %Y Год с веком 0001, 0002, …, 2013, 2014, …, 9999\nВ Linux год выводится без ведущих нулей:\n1, 2, …, 2013, 2014, …, 9999 %H Час (24-часовой формат) [00, …, 23] 00, 01, …, 23 %I Час (12-часовой формат) [01, …, 12] 01, 02, …, 12 %p До полудня или после (при 12-часовом формате) AM, PM (en_US) %M Число минут [00, …, 59] 00, 01, …, 59 %S Число секунд [00, …, 59] 00, 01, …, 59 %f Число микросекунд 000000, 000001, …, 999999 %z Разница с UTC в формате ±HHMM[SS[.ffffff]] +0000, -0400, +1030, +063415, \u0026hellip; %Z Временная зона UTC, EST, CST %j День года [001,366] 001, 002, …, 366 %U Номер недели в году (неделя начинается с воскр.).\nНеделя, предшествующая первому воскресенью, является нулевой. [00, …, 53] 00, 01, …, 53 %W Номер недели в году (неделя начинается с пон.).\nНеделя, предшествующая первому понедельнику, является нулевой. [00, …, 53] 00, 01, …, 53 %c Дата и время Tue Aug 16 21:30:00 1988 (en_US);\n03.01.2019 23:18:32 (ru_RU) %x Дата 08/16/88 (None); 08/16/1988 (en_US);\n03.01.2019 (ru_RU) %X Время 21:30:00 При форматировании даты все временные характеристики сбрасываются в минимально возможные (нулевые значения). Аналогично при форматировании времени все характеристики даты сбрасываются в минимально возможные:\nfrom datetime import date, time my_date = date(2021, 8, 10) my_time = time(7, 18, 34) print(my_date.strftime(\u0026#39;%a %A %w %d %b %B %m %y %Y %H %I %p %M %S %f %z %Z %j %U %W %c %x %X\u0026#39;)) print(my_time.strftime(\u0026#39;%a %A %w %d %b %B %m %y %Y %H %I %p %M %S %f %z %Z %j %U %W %c %x %X\u0026#39;)) # Вывод:\rTue Tuesday 2 10 Aug August 08 21 2021 00 12 AM 00 00 000000 222 32 32 Tue Aug 10 00:00:00 2021 08/10/21 00:00:00\rMon Monday 1 01 Jan January 01 00 1900 07 07 AM 18 34 000000 001 00 01 Mon Jan 1 07:18:34 1900 01/01/00 07:18:34 Для создания новой даты на основе уже существующей можно использовать метод replace(). Он возвращает новую дату с переданными изменёнными значениями атрибутов year, month, day: from datetime import date date1 = date(1992, 10, 6) date2 = date1.replace(year=1995) # заменяем год date3 = date1.replace(month=12, day=17) # заменяем месяц и число print(date1) print(date2) print(date3) # Вывод:\r1992-10-06\r1995-10-06\r1992-12-17 Аналогичным способом можно создать и новое время на основе существующего.\rДля того, чтобы получить строковое представление объектов типа date и time в ISO формате, можно воспользоваться методом isoformat(): from datetime import date, time my_date = date(2021, 12, 31) my_time = time(21, 15, 17) print(\u0026#39;Дата: \u0026#39; + my_date.isoformat()) # Аналогично коду print(\u0026#39;Дата: \u0026#39; + str(my_date)) print(\u0026#39;Время: \u0026#39; + my_time.isoformat()) # Аналогично коду print(\u0026#39;Дата: \u0026#39; + str(my_time)) # Вывод:\rДата: 2021-12-31\rВремя: 21:15:17 А чтобы преобразовать строку из ISO формата в объект date или time, можно воспользоваться методом fromisoformat(). Использование локализации #\rДля использования: import locale\nПриведённый ниже код устанавливает русскую локализацию:\nfrom datetime import date import locale locale.setlocale(locale.LC_ALL, \u0026#39;ru_RU.UTF-8\u0026#39;) my_date = date(2021, 8, 10) print(my_date.strftime(\u0026#34;%A %d, %B %Y\u0026#34;)) # форматированный вывод даты в русской локализации # Вывод: вторник 10, Август 2021 Тип данных datetime #\rДля использования: from datetime import datetime\nЭтот тип данных позволяет работать одновременно и с датой, и с временем. Он является неизменяемым. При создании новой даты-времени (тип datetime) нужно указать год, месяц, день, часы, минуты, секунды и микросекунды. При этом год, месяц и день являются обязательными, а часы, минуты, секунды и микросекунды необязательными:\nfrom datetime import datetime my_datetime = datetime(1992, 10, 6, 9, 40, 23, 51204) # создаем полную дату-время only_date = datetime(2021, 12, 31) # создаем дату-время с нулевой временной информацией print(my_datetime) print(only_date) print(type(my_datetime)) # Вывод:\r1992-10-06 09:40:23.051204\r2021-12-31 00:00:00\r\u0026lt;class \u0026#39;datetime.datetime\u0026#39;\u0026gt; Так же, как и при работе с типами date и time, в datetime с помощью атрибутов (year, month, day, hour, minute, second и microsecond) можно получать доступ к отдельным значениям созданной даты-времени: годам, месяцам, дням, часам, минутам, секундам и микросекундам:\nfrom datetime import datetime my_datetime = datetime(1992, 10, 6, 9, 40, 23, 51204) print(\u0026#39;Год =\u0026#39;, my_datetime.year) print(\u0026#39;Месяц =\u0026#39;, my_datetime.month) print(\u0026#39;День =\u0026#39;, my_datetime.day) print(\u0026#39;Часы =\u0026#39;, my_datetime.hour) print(\u0026#39;Минуты =\u0026#39;, my_datetime.minute) print(\u0026#39;Секунды =\u0026#39;, my_datetime.second) print(\u0026#39;Микросекунды =\u0026#39;, my_datetime.microsecond) # Вывод:\rГод = 1992\rМесяц = 10\rДень = 6\rЧасы = 9\rМинуты = 40\rСекунды = 23\rМикросекунды = 51204 Тип данных datetime наследует весь функционал (атрибуты и методы) от типа date\rМетоды datetime #\rСформировать новый объект типа datetime можно с помощью двух разных объектов, представляющих дату и время (date и time). Для этого используется метод combine(): from datetime import date, time, datetime my_date = date(1992, 10, 6) my_time = time(10, 45, 17) my_datetime = datetime.combine(my_date, my_time) print(my_datetime) # Вывод: 1992-10-06 10:45:17 Если же, наоборот, нужно из datetime получить date и time, то используются методы date() и time() соответственно: from datetime import datetime my_datetime = datetime(2022, 10, 7, 14, 15, 45) my_date = my_datetime.date() # получаем только дату (тип date) my_time = my_datetime.time() # получаем только время (тип time) print(my_datetime, type(my_datetime)) print(my_date, type(my_date)) print(my_time, type(my_time)) Метод now() используется для получения локального времени: from datetime import datetime print(datetime.now()) print(datetime.utcnow()) При этом, если нужно отобразить код определённого часового пояса, рекомендуется использовать код:\nimport datetime as dt print(dt.datetime.now(dt.timezone.utc)) Метод today() аналогичен методу now(), но рекомендуется использовать именно метод now().\nМетод timestamp() преобразует объект типа datetime в количество секунд, прошедших с начала эпохи (возвращает значение типа float), а метод fromtimestamp(), наоборот, преобразует количество секунд, прошедших с начала эпохи, в datetime (возвращает объект datetime в локальном часовом поясе).\nПри работе с объектами типа datetime мы также можем использовать функции min(), max(), sorted() и операторы сравнения.\nЕсли нужно создать новый объект datetime на основании уже существующего, можно использовать метод replace(), который вернёт новый объект datetime с переданными изменёнными значениями атрибутов:\nfrom datetime import datetime datetime1 = datetime(1992, 10, 6, 10, 12, 45) datetime2 = datetime1.replace(year=1995, month=12) datetime3 = datetime1.replace(day=17, hour=14, minute=37) print(datetime1) print(datetime2) print(datetime3) # Вывод:\r1992-10-06 10:12:45\r1995-12-06 10:12:45\r1992-10-17 14:37:45 Форматирование datetime #\rКак и объекты типа date и time, datetime выводится в формате ISO 8601. Для преобразования в строку нужного формата нужно использовать старый-добрый метод strftime():\nfrom datetime import datetime my_datetime = datetime(2021, 8, 10, 18, 20, 34) print(my_datetime) # вывод в ISO формате print(my_datetime.strftime(\u0026#39;%d.%m.%y --- %H::%M::%S\u0026#39;)) print(my_datetime.strftime(\u0026#39;%d/%m/%y\u0026#39;)) print(my_datetime.strftime(\u0026#39;%A %d, %B %Y\u0026#39;)) print(my_datetime.strftime(\u0026#39;%H:%M:%S\u0026#39;)) # Вывод:\r2021-08-10 18:20:34\r10.08.21 --- 18::20::34\r10/08/21\rTuesday 10, August 2021\r18:20:34 Аргументы, которые можно передать в strftime() уже были приведены в виде таблицы в параграфе \u0026ldquo;Форматирование даты и времени\u0026rdquo;.\nЕсли нужно получить представление даты-времени в ISO формате, можно воспользоваться методом isoformat() или функцией str():\nfrom datetime import datetime my_datetime = datetime(1992, 10, 6, 10, 12, 45) print(my_datetime.isoformat()) print(str(my_datetime)) # Вывод:\r1992-10-06T10:12:45\r1992-10-06 10:12:45 Преобразование строки в datetime #\rПреобразовать строку в объект типа datetime можно:\nВручную, используя split(); С помощью метода strptime(). Второй способ компактнее и читабельнее, поэтому поощряется в большей степени. Метод strptime() принимает два аргумента: первый – строку, второй – формат\nstrptime() – это парсер, который превращает произвольную строку в объект типа datetime\nstrftime() – это форматтер, который превращает объект datetime в строку заданного формата\rfrom datetime import datetime datetime0 = datetime.strptime(\u0026#39;10.08.2034 13:55:59\u0026#39;, \u0026#39;%d.%m.%Y %H:%M:%S\u0026#39;) datetime1 = datetime.strptime(\u0026#39;10/08/21\u0026#39;, \u0026#39;%d/%m/%y\u0026#39;) datetime2 = datetime.strptime(\u0026#39;Tuesday 10, August 2021\u0026#39;, \u0026#39;%A %d, %B %Y\u0026#39;) datetime3 = datetime.strptime(\u0026#39;18.20.34\u0026#39;, \u0026#39;%H.%M.%S\u0026#39;) datetime4 = datetime.strptime(\u0026#39;2021/08/10\u0026#39;, \u0026#39;%Y/%m/%d\u0026#39;) datetime5 = datetime.strptime(\u0026#39;10.08.2021 (Tuesday, August)\u0026#39;, \u0026#39;%d.%m.%Y (%A, %B)\u0026#39;) datetime6 = datetime.strptime(\u0026#39;Year: 2021, Month: 08, Day: 10, Hour: 18.\u0026#39;, \u0026#39;Year: %Y, Month: %m, Day: %d, Hour: %H.\u0026#39;) print(datetime0, datetime1, datetime2, datetime3, datetime4, datetime5, datetime6, sep=\u0026#39;\\n\u0026#39;) print(my_datetime) # Вывод:\r2034-08-10 13:55:59\r2021-08-10 00:00:00\r2021-08-10 00:00:00\r1900-01-01 18:20:34\r2021-08-10 00:00:00\r2021-08-10 00:00:00\r2021-08-10 18:00:00 Первый аргумент должен соответствовать формату второго аргумента. Иначе возникнет исключение ValueError\rfrom datetime import datetime my_datetime = datetime.strptime(\u0026#39;10/08/2034 13:55:59\u0026#39;, \u0026#39;%d.%m.%Y %H:%M:%S\u0026#39;) print(my_datetime) # Вывод: ValueError: time data \u0026#39;10/08/2034 13:55:59\u0026#39; does not match format \u0026#39;%d.%m.%Y %H:%M:%S\u0026#39; При создании объекта datetime из строки с помощью метода strptime() необязательно, чтобы строка содержала год, месяц и день, в отличие от ручного создания этого объекта\rТип данных timedelta #\rТип данных timedelta представляет собой временной интервал (разница между двумя объектами datetime или date) и используется для удобного выполнения различных манипуляций над типами datetime или date. Он, как и предыдущие, неизменяем.\nПри создании объекта timedelta можно указать следующие аргументы: недели (weeks), дни (days), часы (hours), минуты (minutes), секунды (seconds), миллисекунды (milliseconds), микросекунды (microseconds). Все они являются необязательными и по умолчанию равны нулю.\nfrom datetime import timedelta delta = timedelta(days=7, hours=20, minutes=7, seconds=17) print(delta) print(type(delta)) # Вывод:\r7 days, 20:07:17\r\u0026lt;class \u0026#39;datetime.timedelta\u0026#39;\u0026gt; Аргументы могут быть целыми числами или же числами с плавающей точкой, кроме того они могут быть отрицательными\rtimedelta хранит только days, seconds, microseconds, в то время как остальные переданные аргументы сводятся к ним по следующим правилам:\nmilliseconds преобразуется в 1000 microseconds minutes в 60 seconds hours в 3600 seconds weeks в 7 days Сами атрибуты days, seconds и microseconds имеют ограничения и нормализуются так, чтобы представление было уникальным:\n0 \u0026lt;= microseconds \u0026lt; 1000000 0 \u0026lt;= seconds \u0026lt; 3600*24 (количество секунд в одном дне) -999999999 \u0026lt;= days \u0026lt;= 999999999 Пример:\nfrom datetime import timedelta delta1 = timedelta(days=50, seconds=27, microseconds=10, milliseconds=29000, minutes=5, hours=8, weeks=2) delta2 = timedelta(weeks=1, hours=23, minutes=61) delta3 = timedelta(hours=25) delta4 = timedelta(minutes=300) print(delta1, delta2, delta3, delta4, sep=\u0026#39;\\n\u0026#39;) # Вывод:\r64 days, 8:05:56.000010\r8 days, 0:01:00\r1 day, 1:00:00\r5:00:00 Также timedelta может представлять собой отрицательный временной интервал:\nfrom datetime import timedelta delta1 = timedelta(minutes=-40) delta2 = timedelta(seconds=-10, weeks=-2) print(delta1) print(delta2) # Вывод:\r-1 day, 23:20:00\r-15 days, 23:59:50 В первом случае, если мы сложим -1 день с временем 23:20, то как раз получим введённые -40 минут. Аналогично и со вторым примером.\nОбъект timedelta не хранит отрицательное число секунд и микросекунд, но может хранить отрицательное количество дней\rЕсли нужно получить из отрицательного значения timedelta положительное, можно использовать встроенную функцию abs():\nfrom datetime import timedelta delta = timedelta(days=-2, minutes=-300) abs_delta = abs(delta) print(\u0026#39;Исходная:\u0026#39;, delta.days, delta.seconds, delta, sep=\u0026#39;\\n\u0026#39;) print(\u0026#39;С модулем:\u0026#39;, abs_delta.days, abs_delta.seconds, abs_delta, sep=\u0026#39;\\n\u0026#39;) # Вывод:\rИсходная:\r-3\r68400\r-3 days, 19:00:00\rС модулем:\r2\r18000\r2 days, 5:00:00 Для преобразования timedelta к строковому типу можно использовать встроенные функции str() и repr() (первая вызывается автоматически при печати значения объекта этого типа):\nfrom datetime import timedelta delta1 = timedelta(weeks=1, hours=23, minutes=61) delta2 = timedelta(minutes=-300) print(str(delta1), str(delta2), sep=\u0026#39;\\n\u0026#39;) print(repr(delta1), repr(delta2), sep=\u0026#39;\\n\u0026#39;) 8 days, 0:01:00\r-1 day, 19:00:00\rdatetime.timedelta(days=8, seconds=60)\rdatetime.timedelta(days=-1, seconds=68400) Метод total_seconds() #\rtotal_seconds() возвращает общее количество секунд, содержащееся во временном интервале timedelta\nУ типа timedelta нет атрибутов hours, minutes и week, поэтому, чтобы получить, к примеру, часы и минуты, можно воспользоваться следующим кодом:\ndef hours_minutes(td): return td.seconds // 3600, (td.seconds // 60) % 60 Сравнение временных интервалов #\rОбъекты типа timedelta можно сравнивать между собой, как и любые другие.\nНо если временной интервал сравнивается с другим типом данных операторами \u0026lt;, \u0026gt;, \u0026lt;=, \u0026gt;=, возникает ошибка (исключение) TypeError.\rОперации с timedelta #\rСложение и разность временных интервалов: from datetime import timedelta delta1 = timedelta(days=5) + timedelta(seconds=3600) # 5 дней + 1 час delta2 = timedelta(days=5) - timedelta(seconds=3600) # 5 дней - 1 час print(delta1) print(delta2) # Вывод:\r5 days, 1:00:00\r4 days, 23:00:00 Умножение интервала на число: from datetime import timedelta delta1 = 48 * timedelta(hours=1) delta2 = timedelta(weeks=1) * (3/7) print(delta1) print(delta2) 2 days, 0:00:00\r3 days, 0:00:00 При умножении интервала на float число может произойти округление!\rДеление интервала на число from datetime import timedelta delta = timedelta(hours=1, minutes=6) delta1 = delta / 2 delta2 = delta // 5 print(delta1) print(delta2) # Вывод:\r0:33:00\r0:13:12 Деление временных интервалов друг на друга. По сути общая длительность первого интервала делится на общую длительность второго (которые вычисляются методом total_seconds()): from datetime import timedelta delta1 = timedelta(weeks=1) / timedelta(hours=5) # обычное деление, результат float delta2 = timedelta(weeks=1) // timedelta(hours=5) # целочисленное деление, результат int print(delta1) print(delta2) # Вывод:\r33.6\r33 Также можно найти остаток от деления двух интервалов, при этом вернётся объект timedelta:\nfrom datetime import timedelta delta1 = timedelta(weeks=1) % timedelta(hours=5) # 3 часа delta2 = timedelta(hours=1) % timedelta(minutes=7) # 4 минуты print(delta1) print(delta2) # Вывод:\r3:00:00\r0:04:00 Операции с datetime и date #\rК объектам типа datetime и date можно прибавлять (вычитать) временные интервалы, формируя новые объекты тех же типов данных:\nfrom datetime import datetime, date, timedelta my_datetime1 = datetime(2021, 1, 1, 12, 15, 20) + timedelta(weeks=1, hours=25) my_datetime2 = datetime(2021, 1, 1, 12, 15, 20) - timedelta(weeks=1, hours=25) my_date1 = date(2021, 1, 1) + timedelta(hours=49) my_date2 = date(2021, 1, 1) - timedelta(hours=49) print(my_datetime1, my_datetime2, my_date1, my_date2, sep=\u0026#39;\\n\u0026#39;) # Вывод:\r2021-01-09 13:15:20\r2020-12-24 11:15:20\r2021-01-03\r2020-12-30 При прибавлении timedelta к data неполные сутки отбрасываются\rПри вычитании объектов date или datetime получается объект timedelta:\nfrom datetime import datetime, date, timedelta delta1 = datetime(2021, 1, 1, 12, 15, 20) - datetime(2020, 5, 1, 10, 5, 10) delta2 = date(2020, 2, 29) - date(2019, 9, 1) delta3 = date(2019, 9, 1) - date(2020, 2, 29) print(type(delta1)) print(type(delta2)) print(type(delta3)) # Вывод:\r\u0026lt;class \u0026#39;datetime.timedelta\u0026#39;\u0026gt;\r\u0026lt;class \u0026#39;datetime.timedelta\u0026#39;\u0026gt;\r\u0026lt;class \u0026#39;datetime.timedelta\u0026#39;\u0026gt; ","date":"16 июня 2024","externalUrl":null,"permalink":"/HFK_website/posts/date_and_time_1/","section":"Конспекты","summary":"Модули и типы данных для работы со временем, датой и временными промежутками в языке программирования Python.","title":"Работа с датой и временем. Часть 1","type":"posts"},{"content":"\rКраткое описание мини-проекта HFK\rHFK (Hungry for Knowledge) – онлайн-ресурс, содержащий конспекты, статьи и проекты автора, охватывающие спектр тем, связанных с программированием и не только.\nЦели проекта: предоставить удобный доступ к материалам и создать портфолио.\nПланы на будущее: разместить проект, связанный с языком программирования Python; сделать свою первую полноценную статью.\nПроект HFK был выполнен с помощью генератора статических сайтов Hugo и темы Blowfish.\n","date":"14 июня 2024","externalUrl":null,"permalink":"/HFK_website/about/","section":"🎉","summary":"Краткое описание мини-проекта HFK\rHFK (Hungry for Knowledge) – онлайн-ресурс, содержащий конспекты, статьи и проекты автора, охватывающие спектр тем, связанных с программированием и не только.","title":"Hungry for Knowledge","type":"page"},{"content":"","date":"12 июня 2024","externalUrl":null,"permalink":"/HFK_website/authors/","section":"🎉","summary":"","title":"Авторы","type":"page"},{"content":"","date":"25 мая 2024","externalUrl":null,"permalink":"/HFK_website/tags/paradigms/","section":"Tags","summary":"","title":"Paradigms","type":"tags"},{"content":"\rВсё о парадигмах программирования: особенности, механизмы, какие языки поддерживают и т.д.\rИмперативное программирование #\rВычислительная техника создавалась для решения математических задач – расчета баллистических траекторий, численного решения уравнений и т.д. Для этого же предназначены первые языки программирования, такие как Fortran, Алгол, реализованные в парадигме императивного программирования.\nХарактеристики:\nв исходном коде программы записаны инструкции (команды); инструкции должны выполняться последовательно; данные, полученные при выполнении инструкции, могут записываться в память; данные, получаемые при выполнении предыдущих инструкций, могут читаться из памяти последующими инструкциями. Основные механизмы управления:\nпоследовательное исполнение команд; использование именованных переменных; использование оператора присваивания; использование ветвления (оператор if); использование безусловного перехода (оператор goto). Ключевой идеей императивного программирования является работа с переменными, как с временным хранением данных в оперативной памяти.\nСтруктурное программирование #\rСтрук­тур­ная парадигма программирования на­це­ле­на на со­кра­ще­ние вре­ме­ни раз­ра­бот­ки и уп­ро­ще­ние под­держ­ки про­грамм за счёт ис­поль­зо­ва­ния блоч­ных опе­ра­то­ров и под­про­грамм. От­ли­чительная чер­та струк­тур­ных про­грамм – от­каз от опе­ра­то­ра безусловного пе­ре­хо­да (goto), который широко использовался в 1970-х годах.\nОсновные механизмы управления:\nпоследовательное исполнение команд; использование именованных переменных; использование оператора присваивания; использование ветвления (оператор if); использование циклов; использование подпрограмм (функций). Парадигму структурного программирования предложил нидерландский ученый Эдсгер Дейкстра.\rОбъектно-ориентированное программирование #\rВ объектно-ориентированной парадигме про­грам­ма раз­би­ва­ет­ся на объ­ек­ты – струк­ту­ры дан­ных, со­стоя­щие из по­лей, опи­сы­ваю­щих со­стоя­ние, и ме­то­дов – функций, при­ме­няе­мых к объ­ек­там для изме­не­ния или за­про­са их со­стоя­ния.\nОбъ­ект­но-ори­ен­ти­ро­ван­ную парадигму программирования под­дер­жи­ваю­т:\nPython; C#; Java; C++; JavaScript; и другие. Основные механизмы управления:\nабстракция; класс; объект; полиморфизм; инкапсуляция; наследование. Декларативное программирование #\rДекларативное программирование – парадигма программирования, в которой задаётся спецификация решения задачи, то есть описывается ожидаемый результат, а не способ его получения. Противоположностью декларативного является императивное программирование, при котором на том или ином уровне детализации требуется описание последовательности шагов для решения задачи. В качестве примеров декларативных языков обычно приводят HTML и SQL. При создании HTML с помощью тегов описывается, какую нужно получить страничку в браузере, а не то, как нарисовать на экране заголовок статьи, оглавление и текст.\nК подвидам декларативного программирования также зачастую относят функциональное и логическое программирование. Несмотря на то, что программы на таких языках нередко содержат алгоритмические составляющие, архитектура в императивном понимании (как нечто отдельное от кодирования) в них также отсутствует: схема программы является непосредственно частью исполняемого кода.\nЛогическое программирование #\rПри использовании логического программирования программа содержит описание проблемы в терминах фактов и логических формул, а решение проблемы система находит с помощью механизмов логического вывода.\nВ конце 60-х годов XX века Корделл Грин предложил использовать резолюцию как основу логического программирования. Алан Колмеро создал язык логического программирования Prolog в 1971 году. Логическое программирование пережило пик популярности в середине 80-х годов XX века, когда было положено в основу проекта разработки программного и аппаратного обеспечения вычислительных систем пятого поколения.\nВажное его преимущество – достаточно высокий уровень машинной независимости, а также возможность откатов, возвращения к предыдущей подцели при отрицательном результате анализа одного из вариантов в процессе поиска решения.\nОдин из концептуальных недостатков логического подхода – специфичность класса решаемых задач.\nНедостаток практического характера – сложность эффективной реализации для принятия решений в реальном времени, скажем, для систем жизнеобеспечения.\nФункциональное программирование #\rОсновной инструмент функционального программирования (ФП) – математические функции.\nМатематические функции выражают связь между исходными данными и итогом процесса. Процесс вычисления также имеет вход и выход, поэтому функция – вполне подходящее и адекватное средство описания вычислений. Именно этот простой принцип положен в основу функциональной парадигмы программирования.\nФункциональное программирование – декларативная парадигма программирования.\rФункциональная программа – набор определений функций. Функции определяются через другие функции или рекурсивно через самих себя. При выполнении программы функции получают аргументы, вычисляют и возвращают результат, при необходимости вычисляя значения других функций.\nОсновные идеи функционального программирования:\nнеизменяемые переменные – в функциональном программировании можно определить переменную, но изменить ее значение нельзя; чистая функция – это функция, результат работы которой предсказуем. При вызове с одними и теми же аргументами, такая функция всегда вернет одно и то же значение. Про такие функции говорят, что они не вызывают побочных эффектов; функции высшего порядка – могут принимать другие функции в качестве аргумента или возвращать их; рекурсия – поддерживается многими языками программирования, а для функционального программирования обязательна. Дело в том, что в языках ФП отсутствуют циклы, поэтому для повторения операций служит рекурсия. Использование рекурсии в языках ФП оптимизировано, и происходит быстрее, чем в языках императивного программирования; лямбда-выражения – способ определения анонимных функциональных объектов. Сильные стороны функционального программирования:\nповышеная надёжность кода; удобство организации модульного тестирования; возможности оптимизации при компиляции; возможности параллелизма. Недостатки: отсутствие присваиваний и замена их на порождение новых данных приводят к необходимости постоянного выделения и автоматического освобождения памяти, поэтому в системе исполнения функциональной программы обязательным компонентом становится высокоэффективный сборщик мусора.\n","date":"25 мая 2024","externalUrl":null,"permalink":"/HFK_website/posts/programming_paradigms/","section":"Конспекты","summary":"Всё о парадигмах программирования: особенности, механизмы, какие языки поддерживают и т.","title":"Парадигмы программирования","type":"posts"},{"content":"","date":"20 мая 2024","externalUrl":null,"permalink":"/HFK_website/tags/algorythms/","section":"Tags","summary":"","title":"Algorythms","type":"tags"},{"content":"","date":"20 мая 2024","externalUrl":null,"permalink":"/HFK_website/tags/big-o/","section":"Tags","summary":"","title":"Big O","type":"tags"},{"content":"\rВсё про нотацию Big O на примерах базовых колллекций в Python\rBig O – нотация, использующаяся в программировании, информатике для описания сложности алгоритмов. Она характеризует, как быстро растёт время выполнения алгоритма с ростом объёма входных данных, используя для оценки верхнюю границу (наихудший исход).\nПримеры нотаций Big O в порядке убывания скорости выполнения соответствующих им алгоритмов:\nO(1): Константная сложность. Читется как \u0026ldquo;сложность порядка 1\u0026rdquo;. Время выполнения алгоритма не зависит от размера входных данных, т.е. если даже алгоритм выполняется постоянно в 3 шага, то он будет не O(3), а O(1). Является идеальной с точки зрения производительности, однако зачастую недостижима.\nПримеры:\nДоступ к элементу в массиве по индексу; Вставка или удаление элемента в конец списка (очереди) фиксированной длины. O(log n): Логарифмическая сложность. Время выполнения алгоритма растет медленно с увеличением размера входных данных. Например, бинарный поиск в отсортированном массиве.\nПример:\nБинарный поиск. В этом алгоритме на каждом шаге половина данных отсекается, и поиск продолжается в оставшейся половине. Это означает, что при увеличении размера входных данных вдвое, бинарный поиск требует всего одного дополнительного шага. O(n): Линейная сложность. Читается как \u0026ldquo;сложность порядка n\u0026rdquo;. Время выполнения алгоритма пропорционально размеру входных данных.\nПример:\nПоиск максимального значения в списке: def find_max(my_list): max_num = my_list[0] for i in range(len(my_list)): if my_list[i] \u0026gt; max_num: max_num = my_list[i] return max_num O(n log n): Линейно-логарифмическая сложность. Время выполнения алгоритма растет быстрее, чем линейно, но медленнее, чем квадратично.\nПример:\nСортировка слиянием. O(n^2): Квадратичная сложность.\nПримеры:\nСортировка пузырём; Поиск суммы всех пар элементов списка: def pairs_sum(my_list): summ = 0 for i in range(my_list): for j in range(my_list): summ += my_list[i] + my_list[j] return summ O(n^3): Кубическая сложность.\nПример:\nАлгоритмы, имеющие три вложенных цикла. O(2^n): Экспоненциальная сложность. Она обычно не является оптимальным решением из-за своей высокой вычислительной нагрузки при увеличении размера входных данных.\nПример:\nАлгоритмы, использующие рекурсию без оптимизации (рекурсивное вычисление чисел Фибоначчи). O(n!): Факториальная сложность. Это самая высокая степень роста времени выполнения алгоритма. Этот тип сложности встречается, например, при переборе всех возможных комбинаций элементов, что делает его чрезвычайно неэффективным для больших значений n.\nПример:\nПеребор всех перестановок элементов массива. График сложностей алгоритмов #\rНеусщественное не учитывается #\rПри оценке сложности алгоритмов лучше игнорировать константы и несущественные части, от которых скорость выполнения практически не зависит.\nНапример, при оценке 5n^2 + 3n + 2 можно откинуть 5, 3n, 2. В результате мы получим O(n^2).\nИли при оценке n^2 + n + log(n) оставляем самую значимую часть и получаем тот жеO(n^2).\nСложность операций в Python #\rРассмотрим некоторые операции, которые часто используют для базовых структур в языке программирования Python. n - размер структуры данных\nСписки: #\rОперация Пример Сложность Примечание Получение элемента l[i] O(1) Присваивание значения элементу l[i] = 0 O(1) Размер списка len(l) O(1) Добавление элемента в конец списка l.append(5) O(1) Скорее всего это неверно Удаление последнего элемента l.pop() O(1) Аналогично l.pop(-1) Очищение списка l.clear() O(1) Аналогично l = [] Добавление нескольких элементов l1.extend(l2) O(len(n)) Прямая зависимость с размером l2 Создание списка list(l) O(n) Прямая зависимость с разером l Получение среза l[a:b] O(n) O(a - b) Сравнение списков l1 == l2 O(n) Вставка через срез l[a:b] O(n) Проверка наличия элемента в списке x is/not in l O(n) Тот же перебор элементов Поверхностное копирвоание списка l.copy() O(n) Аналогично l[:] Удаление элемента через del del l[i] O(n) Перебор до совпадения индексов, а значит зависит от i Удаление элемента через remove l.remove(...) O(n) Удаление элемента через pop l.pop(i) O(n) O(n-i) Получение крайнего значения min(l)/max(l) O(n) Снова перебор элементов Получение обратного списка l.reverse() O(n) Перебор for i in l: O(n) Сортировка l.sort() O(n * log(n)) Или sorted(l) Умножение списка на константу k*l O(k*n) 5*l =\u0026gt; O(n), len(l)*l =\u0026gt; O(n^2) Кортежи: #\rНет смысла составлять таблицу, т.к. кортежи - те же самые списки, только неизменяемые. Поэтому к ним применимы все операции, не изменяющие структуру данных, и они имеют такие же нотации сложности, как и списки.\nМножества: #\rОперация Пример Сложность Примечание Размер множества len(s) O(1) Добавление элемента s.add(5) O(1) Проверка наличия элемента в множестве x is/not in s O(1) Удаления элемента через discard s.discard(...) O(1) Удаления элемента через remove s.remove(...) O(1) Удаления элемента через pop s.pop() O(1) Удаляемый элемент выбирается случайно Очищение множества s.clear() O(1) Аналогично s = set() Создание множества set(...) O(n) Сравнение множеств через ==, != s != t O(n) Сравнение множеств через \u0026lt;=, \u0026lt; s \u0026lt;= t O(n) Аналогично s.issubset(t) Сравнение множеств через \u0026gt;=, \u0026gt; s \u0026gt;= t O(n) Аналогично s.issuperset(t) Объединение s | t O(n) Аналогично s.union(t) Пересечение s \u0026amp; t O(n) Аналогично s.intersection(t) Разность s - t O(n) Аналогично s.difference(t) Симметрическая разность s ^ t O(n) Аналогично s.symmetric_difference(t) Перебор for i in s: O(n) Копирование s.copy() O(n) Неизменяемые множества #\rПоддерживают все операции обычного множества за исключением тех, который изменяют структуру данных, и имеют те же нотации сложности, как у изменяемых множеств.\nСловари #\rОперация Пример Сложность Примечание Получение элемента d[key] O(1) Добавление элемента/\nИзменение значения d[key] = val O(1) Размер словаря len(d) O(1) Удаление элемента через del del d[key] O(1) Удаление элемента через popitem d.popitem() O(1) Удаляемый элемент выбирается случайно Удаление элемента через pop d.pop(key) O(1) get() и setdefault() d.get(key) O(1) Очищение словаря d.clear O(1) Аналогично s = {} или s = dict() Получение списка ключей/значений d.keys() O(1) Создание словаря dict(...) O(n) Перебор элементов for key in d: O(n) Для .keys(), .values(), .items() Другие обозначения #\rКроме обозначения \u0026ldquo;Big O\u0026rdquo;, существуют другие обозначения для оценки сложности алгоритмов:\nBig Theta (Θ): Big Theta также оценивает верхнюю и нижнюю границы временной сложности алгоритма, но описывает точную сложность, а не только наихудший случай, как Big O. Θ(f(n)) обозначает, что время выполнения алгоритма ограничено функцией f(n) как сверху, так и снизу. Big Omega (Ω): Big Omega оценивает нижнюю границу временной сложности алгоритма. Ω(f(n)) говорит о том, что алгоритм выполнится не быстрее, чем функция f(n). Little O (o): Little O представляет собой верхнюю границу, которая строже, чем Big O. Если f(n) является o(g(n)), это означает, что время выполнения алгоритма ограничивается функцией g(n), но алгоритм работает быстрее, чем g(n). Little Omega (ω): Little Omega представляет собой нижнюю границу, которая строже, чем Big Omega. Если f(n) является ω(g(n)), это означает, что алгоритм работает медленнее, чем g(n), но не медленнее, чем f(n). ","date":"20 мая 2024","externalUrl":null,"permalink":"/HFK_website/posts/big_o/","section":"Конспекты","summary":"Всё про нотацию Big O на примерах базовых колллекций в Python\rBig O – нотация, использующаяся в программировании, информатике для описания сложности алгоритмов.","title":"Big O","type":"posts"},{"content":"\rУправление текстовыми и бинарными файлами в языке программирования Python\rПрограммы, которые мы писали до сих пор, требовали повторного ввода данных при каждом запуске, потому что, как только программа заканчивает свою работу, данные для переменных исчезают из оперативной памяти. Если их нужно сберечь между выполнениями программы, требуется запись. Данные записываются в файл, обычно сохраняющийся на диске компьютера.\nСохраненные в файле данные обычно остаются в нем после завершения работы программы, их можно позже извлечь и использовать.\nФайловый ввод и вывод #\rКогда программе нужно сохранить данные для дальнейшего использования, она пишет их в файл. Из файла записанные данные можно считать.\nПрограммисты называют такой процесс сохранения данных – запись данных в файл. Когда часть данных пишется в файл, она копируется из переменной, находящейся в оперативной памяти. Файл, куда сохраняются данные, называется файл вывода, потому что программа помещает в него выходные данные.\nПроцесс извлечения данных из файла называется чтением данных из файла. Данные считываются из файла ввода. Программа извлекает входные данные из этого файла. Когда порция данных считывается из файла, она копируется в оперативную память, где на нее ссылается переменная.\nКогда в программе используется файл, как правило требуется выполнить три шага:\nОткрыть файл. В процессе открытия файла создается связь между файлом и программой. Открытие файла вывода обычно создает файл на диске и позволяет программе записать в него данные. Открытие файла ввода позволяет программе прочитать данные из файла. Обработать файл. На этом шаге данные либо записываются в файл (если это файл вывода), либо считываются из файла (если это файл ввода). Закрыть файл. После использования файла программой его нужно закрыть, тем самым освободить ресурс и разорвать связь файла с программой. Типы файлов #\rСуществует два типа файлов: текстовые и двоичные (бинарные). Python позволяет работать с любыми из них.\nТекстовый файл содержит данные, которые были закодированы в виде текста при помощи такой схемы кодирования, как ASCII или Юникод. Даже если файл содержит числа, эти числа в файле хранятся как набор символов. В результате файл можно открыть и просмотреть в текстовом редакторе, таком как Блокнот.\nДвоичный файл содержит данные, которые не были преобразованы в текст. Данные, которые помещены в двоичный файл, предназначены только для чтения программой, и такой файл невозможно просмотреть в текстовом редакторе.\nМетоды доступа к файлам #\rБольшинство языков программирования обеспечивают два способа получения доступа к данным в файле:\nпоследовательный, прямой или произвольный. Последовательный, как при проигрывании кассет с записью на пленке, выдает порции информации одну за другой. При работе с таким файлом не получится перескочить сразу к нужной части данных, сначала придется прочитать все предыдущие.\nПри работе с файлом с прямым или произвольным доступом можно перескочить непосредственно к любой порции данных, не читая предыдущие. Как проигрыватель компакт-дисков или МР3-плеер перескакивает сразу к любой песне.\nКодировка файлов #\rКодировка UTF-8 самая распространенная, рекомендуется использовать именно ее в качестве кодировки по умолчанию для текстовых файлов. Она довольно сложная, и на кодирование одного символа может уходить до 6 байт.\nВ операционной системе Windows до сих пор используется однобайтовая кодировка Windows-1251. Чтобы избежать проблем при работе с текстовыми файлами в Windows нужно явно указывать кодировку.\nРабота с текстовыми файлами #\rОткрытие файла #\rФункция open() открывает файлы в Python. Она создает файловый объект и связывает его с файлом на диске.\nФормат применения: файловая_переменная = open(имя_файла, режим_доступа), где файловая_переменная – имя переменной, которая ссылается на файловый объект (такую переменную называют дескриптор файла); имя_файла – строковый литерал/ключ, задающий имя файла; режим_доступа – строковый литерал/ключ, задающий режим доступа.\nКлючи режима доступа:\nКлюч Режим Примечание 'r' Чтение В этом режиме файл не изменить 'w' Запись Если файл уже существует, содержимое стирается 'a' Добавление Открывает для записи. Добавляет данные в конец файла. Если файла не существует, он будет создан 'r+' Чтение и запись Частичная перезапись содержимого файла 'x' Создание Если файл существует, произойдёт ошибка Ключи режима обработки файлов:\nКлюч Режим 't' Тектовый 'b' Бинарный Чтобы открыть бинарный файл для чтения, можно воспользоваться следующим кодом: file = open('file.dat', 'rb').\nПо умолчанию режим доступа определён для чтения, поэтому, к примеру, файл students.txt можно открыть для чтения так: student_file = open('students.txt').\nАналогично, по умолчанию режим обработки определён как текстовый.\nПредположим, надо создать файл с именем sales.txt и записать в него данные о продажах. Это можно сделать так: sales_file = open('sales.txt', 'w')\nУказание места расположения файла #\rКогда в open() передается имя файла без указания пути, интерпретатор Python исходит из предположения, что место расположения файла то же, что у исполняемой программы (используется относительный путь).\nЕсли же требуется указать путь, то это можно сделать так: test_file = open('C:\\\\Users\\\\temp\\\\test.txt', 'w'). При этом вместо экранирования символа \\ можно воспользоваться \u0026ldquo;raw strings\u0026rdquo;: test_file = open(r'C:\\Users\\temp\\test.txt', 'w').\nКодировка #\rПри открытии файлов следует указывать его кодировку. Например, если открывается файл на русском языке, нужно использовать параметр encoding: file = open('info.txt', 'r', encoding='utf-8').\nЧтобы получить кодировку уже открытого файла, используют файловое свойство encoding:\nfile1 = open(\u0026#39;students.txt\u0026#39;, \u0026#39;w\u0026#39;) file2 = open(\u0026#39;customers.txt\u0026#39;, \u0026#39;w\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) print(file1.encoding) print(file2.encoding) file1.close() file2.close() # Вывод: cp1252 utf-8 Закрытие файлов #\rПосле окончания работы с файлом его необходимо закрыть по следующим причинам:\nесли файл изменялся, это позволит корректно его сохранить; если открытый файл потребуется другим программам, программа на Python может его блокировать; не стоит держать в памяти лишние, уже не нужные, данные; удалить открытый кем-то файл проблематично. Для закрытия файла используется метод close():\nfile = open(\u0026#39;info.txt\u0026#39;, \u0026#39;r\u0026#39;) file.close() Чтобы проверить открыт файл или закрыт можно использовать файловое свойство (атрибут) closed:\nfile1 = open(\u0026#39;students.txt\u0026#39;, \u0026#39;w\u0026#39;) file2 = open(\u0026#39;customers.txt\u0026#39;, \u0026#39;w\u0026#39;) file1.close() print(file1.closed) print(file2.closed) file2.close() # Вывод: True False Чтение файлов #\rДля чтения содержимого открытого для чтения файла используются три файловых метода:\nread() – читает все содержимое файла; readline() – читает одну строку из файла; readlines() – читает все содержимое файла и возвращает список строк. Предположим, в папке с исполняемой программой есть текстовый файл languages.txt с содержимым:\nPython Java Javascript C# C C++ PHP R Objective-C Метод read() #\rread() считывает все содержимое из файла и возвращает строку, которая может содержать символы перехода на новую строку '\\n'. Приведённый ниже код считывает содержимое файла languages.txt в переменную content. В котороый будет содержаться строка 'Python\\nJava\\nJavascript\\nC#\\nC\\nC++\\nPHP\\nR\\nObjective-C'.\nПри этом, если методу read() передать целочисленный параметр, то будет считано не более заданного количества символов. Например, считывать файл посимвольно можно при помощи метода read(1).\nМетод readline() #\rreadline() считывает одну строку из файла (до символа конца строки '\\n'), при этом возвращается считанная строка вместе с символом '\\n'. Если считать строку не удалось – достигнут конец файла и больше строк в нем нет, возвращается пустая строка.\nЭтот метод удобен, когда нужно управлять процессом чтения из файла, особенно если файл очень большой и его полное считывание может привести к нехватке памяти.\nЧтобы прочитать содержимое всего файла построчно, можно вопспользоваться циклами while или for (второй предпочтительнее). Сам же файл позволяет итерироваться по строкам, поэтому его можно использовать в качестве аргументов функции map(), к примеру, или перебрать его строки в цикле, не объявляя отдельную переменную с содержимым файла:\nfile = open(\u0026#39;languages.txt\u0026#39;, \u0026#39;r\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) for line in file: print(line.strip()) file.close() Метод readlines() #\rreadlines() считывает все строки из файла и возвращает список из всех считанных строк (одна строка – один элемент списка). При этом, каждая строка в списке заканчивается символом переноса строки '\\n'.\nЧтобы удалить символ '\\n' можно использовать списочное выржение, лямбда-функцию или функцию map(): languages = list(map(str.strip, file.readlines()))\nЕсли передать в функцию list() ссылку на файловый объект list(file), получим тот же результат, что при вызове метода file.readlines().\nКурсор в файле #\rВызов методов read(), readlines(), readline() перемещает текущую позицию (курсор) туда, где завершилось чтение. Для методов read() и readlines() это конец файла, для метода readline() – следующая строка после прочитанной.\nПосле завершения чтения всего файла не получится считать ни одного символа. Все последующие вызовы методов read() или readline() будут приводить к считыванию пустой строки.\nДля повторного чтения данных из файла, можно:\nпереоткрыть файл, тогда курсор снова попадёт в начало; переместить курсор с помощью файлового метода seek(). Файловые методы seek() и tell() #\rseek() задаёт позицию курсора в байтах от начала файла. Чтобы перевести курсор в самое начало файла необходимо вызвать метод seek(), передав ему в качестве аргумента значение 0.\nПусть есть файл languages.txt:\nPython Java Javascript C# C++ PHP R Objective-C Тогда приведённый ниже код даст одинаковый вывод Python:\nfile = open(\u0026#39;languages.txt\u0026#39;, \u0026#39;r\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) line1 = file.readline() file.seek(0) # переводим курсор в самое начало line2 = file.readline() print(line1, line2) file.close() Метод tell() возвращает позицию курсора в байтах от начала файла:\nfile = open(\u0026#39;languages.txt\u0026#39;, \u0026#39;r\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) print(file.tell()) line1 = file.readline() print(file.tell()) file.close() # Вывод: 0 8 Менеджер контекста #\rЧтобы автоматически закрывать файл сразу после окончания работы с ним и осуществлять закрытие даже при возникновении ошибки, можно воспользоваться менеджером контекстов.\nМенеджер контекста – объект, реализующий одноименный протокол. Объекты, реализующие этот протокол, позволяют использовать следующий специальный синтаксис:\nwith object as name: # Здесь нам доступен ресурс name. # Это тело with-блока. # А здесь ресурс name уже освобождён, даже если в теле with-блока произошла ошибка. Весь код в теле with-блока работает \u0026ldquo;в контексте\u0026rdquo;. Чаще всего контекст подразумевает выделение некоего ресурса, например, файла. По выходу из контекста ресурс автоматически освобождается, даже если при выполнении блока возникло исключение. Как только закончится код, оформленный с отступами в with, это будет означать, что контекст закончился, и Python автоматически закроет файл.\nСледующие два блока кода эквиваленты по результату выполнения:\nfile = open(\u0026#39;languages.txt\u0026#39;, \u0026#39;r\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) for line in file: print(line) file.close() # ручное закрытие файла print(\u0026#39;Файл закрыт\u0026#39;) with open(\u0026#39;languages.txt\u0026#39;, \u0026#39;r\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) as file: for line in file: print(line) # автоматическое закрытие файла print(\u0026#39;Файл закрыт\u0026#39;) С помощью менеджера контекста можно работать с несколькими файлами:\nwith open(\u0026#39;input.txt\u0026#39;, \u0026#39;r\u0026#39;) as input_file, open(\u0026#39;output.txt\u0026#39;, \u0026#39;w\u0026#39;) as output_file: # обработка файлов Запись данных в файл #\rДля записи используются два файловых метода (файл должен быть открыт для записи – режимы 'w', 'а', 'r+', иначе произойдет ошибка):\nwrite() – записывает переданную строку в файл; writelines() – записывает переданный список строк в файл. Метод write() #\rРассмотрим текcтовый файл myfile.txt, содержащий следующие строки:\nFirst line of the file. Second line of the file. Third line of the file. Если файл открыт в режиме 'w', то его содержимое сначала полностью стирается, а уже затем в него добавляются данные:\nwith open(\u0026#39;myfile.txt\u0026#39;, \u0026#39;w\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) as file: file.write(\u0026#39;Python and beegeek forever\\n\u0026#39;) file.write(\u0026#39;We love stepik \u0026lt;3\u0026#39;) # Файл myfile.txt будет содержать следующее: # Python and beegeek forever # We love stepik \u0026lt;3 Если файл открыт в режиме 'a', то запись происходит в самый конец файла (результат очевиден).\nЕсли файл открыт в режиме 'r+', то происходит частичная перезапись его содержимого:\nwith open(\u0026#39;myfile.txt\u0026#39;, \u0026#39;r+\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) as file: file.write(\u0026#39;Python and beegeek forever\\n\u0026#39;) file.write(\u0026#39;We love stepik.\u0026#39;) # Файл myfile.txt будет содержать следующее: # Python and beegeek forever # We love stepik. file. # Third line of the file. Последовательные вызовы метода write() дописывают текст в конец файла. Приведенный ниже код создает файл philosophers.txt и записывает в него три строки текста:\nwith open(\u0026#39;philosophers.txt\u0026#39;, \u0026#39;w\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) as file: file.write(\u0026#39;Джoн Локк\\n\u0026#39;) file.write(\u0026#39;Дэвид Хьюм\\n\u0026#39;) file.write(\u0026#39;Эдмyнд Берк\\n\u0026#39;) Метод writelines() #\rНа практике часто приходится записывать в файл содержимое целого списка. Это можно сделать с помощью цикла или метода writelines(), что удобнее. Метод writelines() принимает в качестве аргумента список строк и записывает его в файл.\nПриведенный ниже код создает файл philosophers.txt и записывает в него содержимое списка philosophers:\nphilosophers = [\u0026#39;Джoн Локк\\n\u0026#39;, \u0026#39;Дэвид Хьюм\\n\u0026#39;, \u0026#39;Эдмyнд Берк\\n\u0026#39;] with open(\u0026#39;philosophers.txt\u0026#39;, \u0026#39;w\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) as file: file.writelines(philosophers) Запись в файл при помощи функции print() #\rДля записи данных в файл можно также использовать встроенную функцию print(). Для этого нужно передать ей еще один именованный аргумент file, указывающий на открытый файл. При этом функция print() автоматически добавляет переход на новую строку:\nwith open(\u0026#39;philosophers.txt\u0026#39;, \u0026#39;w\u0026#39;, encoding=\u0026#39;utf-8\u0026#39;) as output: print(\u0026#39;Джoн Локк\u0026#39;, file=output) print(\u0026#39;Дэвид Хьюм\u0026#39;, file=output) print(\u0026#39;Эдмyнд Берк\u0026#39;, file=output) # Файл будет содержать: # Джoн Локк # Дэвид Хьюм # Эдмyнд Берк Немного про буфер #\rВ некоторых операционных системах невыполнение операции закрытия файла может привести к потере данных. Данные сначала пишутся в буфер – небольшую область временного хранения в оперативной памяти. Когда буфер заполняется, система записывает его содержимое в файл. Это увеличивает производительность системы, потому что запись данных в оперативную память быстрее записи на диск. Процесс закрытия файла записывает любые несохраненные данные из буфера в файл. Чтобы принудительно записать содержимое буфера в файл, используется файловый метод flush().\n","date":"17 мая 2024","externalUrl":null,"permalink":"/HFK_website/posts/work_with_files/","section":"Конспекты","summary":"Управление текстовыми и бинарными файлами в языке программирования Python\rПрограммы, которые мы писали до сих пор, требовали повторного ввода данных при каждом запуске, потому что, как только программа заканчивает свою работу, данные для переменных исчезают из оперативной памяти.","title":"Работа с txt файлами в Python","type":"posts"},{"content":"","date":"16 мая 2024","externalUrl":null,"permalink":"/HFK_website/tags/functions/","section":"Tags","summary":"","title":"Functions","type":"tags"},{"content":"\rВторая часть функций в Python (первую может выложу, может и нет). Типы аргументов, некоторые встроенные функции и lambda-функции.\rНеобязательные и именованные аргументы #\rПозиционные аргументы #\rКогда мы вызываем функции c позиционными аргументами, значения в них подставляются согласно позиции их имен в определении функции. Например код ниже выведет число 7. При вызове функции diff() первому параметру x будет соответствовать первый переданный аргумент – 10, а второму параметру y – второй аргумент – 3.\ndef diff(x, y): return x - y res = diff(10, 3) # используем позиционные аргументы print(res) Именованные аргументы #\rАргументы, передаваемые с именами, называются именованными. Чтобы передать именованные аргументы в функцию, нужно указать их имена, которые были заданы при объявлении функции:\ndef bar(length, char1, char2): return (char1 + char2) * length + char1 print(bar(length=3, char1=\u0026#39;-\u0026#39;, char2=\u0026#39;*\u0026#39;)) # =\u0026gt; -*-*-*- print(bar(char1=\u0026#39;-\u0026#39;, char2=\u0026#39;*\u0026#39;, length=3)) # =\u0026gt; -*-*-*- print(bar(char2=\u0026#39;*\u0026#39;, length=3, char1=\u0026#39;-\u0026#39;)) # =\u0026gt; -*-*-*- При вызове функции меняется порядок передаваемых аргументов. Когда функции назначаются соответствующие значения именованных аргументов, Python учитывает их имена, а не позиции. В результате функция будет всегда выводить одно и то же значение независимо от позиций переданных ей аргументов.\nРекомендация по тому, когда стоит использовать именованные аргументы: если функция принимает больше трёх аргументов, нужно хотя бы часть из них указать по имени.\rdef make_circle(x, y, radius, line_width, fill): # тело функции make_circle(x=200, y=300, radius=17, line_width=2.5, fill=True) Мы можем вызывать функции, используя именованные и позиционные аргументы одновременно. Но позиционные значения должны быть указаны до любых именованных!\rНеобязательные аргументы #\rБывает, что какой-то параметр функции часто принимает одно и то же значение. Например, для функции print() установили значения параметров sep и end равными символу пробела и символу перевода строки, поскольку эти значения используют наиболее часто.\nДругим примером служит функция int(), преобразующая строку в число. Она принимает два аргумента: первый аргумент – строка, которую нужно преобразовать в число, второй аргумент – основание системы счисления, значение по умолчению которого равно 10.\nЧтобы задать значение параметра по умолчанию, в списке параметров функции достаточно после имени переменной написать знак равенства и нужное значение.\nПараметры со значением по умолчанию идут последними.\nИзменяемые типы данных в качестве занчений по умолчанию #\rРассмотрим определение функции append(), где в качестве значения по умолчанию используется изменяемый тип данных:\ndef append(element, seq=[]): seq.append(element) return seq Если вызвать функцию так, то мы получим неожиданный результат:\nprint(append(10)) print(append(5)) print(append(1)) # Вывод:\r[10]\r[10, 5]\r[10, 5, 1] Значение по умолчанию для параметра создается единожды при определении функции (обычно при загрузке модуля) и становится её атрибутом (свойством). Поэтому, если значение по умолчанию изменяемый объект, то его изменение повлияет на каждый следующий вызов функции.\nДля решения проблемы можно использовать константу None в качестве значения параметра по умолчанию, а в теле функции устанавливать нужное значение:\ndef append(element, seq=None): if seq is None: seq = [] seq.append(element) return seq print(append(10)) print(append(5)) print(append(1)) # Вывод:\r[10]\r[5]\r[1] Функции с переменным количеством аргументов #\rПозиционные аргументы – *args #\rРассмотрим определение функции my_func():\ndef my_func(*args): print(type(args)) print(args) my_func() my_func(1, 2, 3) my_func(\u0026#39;a\u0026#39;, \u0026#39;b\u0026#39;) # Вывод:\r\u0026lt;class \u0026#39;tuple\u0026#39;\u0026gt;\r()\r\u0026lt;class \u0026#39;tuple\u0026#39;\u0026gt;\r(1, 2, 3)\r\u0026lt;class \u0026#39;tuple\u0026#39;\u0026gt;\r(\u0026#39;a\u0026#39;, \u0026#39;b\u0026#39;) В заголовке функции my_func() указан всего один параметр args, но со звездочкой перед ним. Звездочка в определении функции означает, что переменная (параметр) args получит в виде кортежа все аргументы, переданные в функцию при ее вызове от текущей позиции и до конца. При описании функции можно использовать только один параметр помеченный звездочкой, причем располагаться он должен в конце списка параметров, иначе последующим параметрам не достанется значений. Параметр со звёздочкой работает, даже если не передать аргументов. Если мы хотим просуммировать несколько разных значений, не упаковывая их в список, можем написать следующую функцию (списки и кортежи при вызове нужно распаковывать):\ndef my_sum(*args): return sum(args) print(my_sum(1, 2, *[3, 4, 5], *(7, 8, 9), 10)) # Вывод: 49 Именованные аргументы – **kwargs #\rdef my_func(**kwargs): print(type(kwargs)) print(kwargs) my_func() my_func(a=1, b=2) my_func(name=\u0026#39;Timur\u0026#39;, job=\u0026#39;Teacher\u0026#39;) # Вывод:\r\u0026lt;class \u0026#39;dict\u0026#39;\u0026gt;\r{}\r\u0026lt;class \u0026#39;dict\u0026#39;\u0026gt;\r{\u0026#39;a\u0026#39;: 1, \u0026#39;b\u0026#39;: 2}\r\u0026lt;class \u0026#39;dict\u0026#39;\u0026gt;\r{\u0026#39;name\u0026#39;: \u0026#39;Timur\u0026#39;, \u0026#39;job\u0026#39;: \u0026#39;Teacher\u0026#39;} Именованные аргументы получаются в виде словаря, что позволяет сохранить имена аргументов в ключах. Именованные аргументы можно передавать в функцию \u0026ldquo;пачкой\u0026rdquo; в виде словаря. Для этого нужно перед словарём поставить две звёздочки. Параметр **kwargs пишется в самом конце, после последнего аргумента со значением по умолчанию. При этом функция может содержать и *args и **kwargs параметры: def my_func(a, b, *args, name=\u0026#39;Gvido\u0026#39;, age=17, **kwargs): print(a, b) print(args) print(name, age) print(kwargs) my_func(1, 2, 3, 4, name=\u0026#39;Timur\u0026#39;, age=28, job=\u0026#39;Teacher\u0026#39;, language=\u0026#39;Python\u0026#39;) my_func(1, 2, name=\u0026#39;Timur\u0026#39;, age=28, job=\u0026#39;Teacher\u0026#39;, language=\u0026#39;Python\u0026#39;) my_func(1, 2, 3, 4, job=\u0026#39;Teacher\u0026#39;, language=\u0026#39;Python\u0026#39;) # Вывод:\r1 2\r(3, 4)\rTimur 28\r{\u0026#39;job\u0026#39;: \u0026#39;Teacher\u0026#39;, \u0026#39;language\u0026#39;: \u0026#39;Python\u0026#39;}\r1 2\r()\rTimur 28\r{\u0026#39;job\u0026#39;: \u0026#39;Teacher\u0026#39;, \u0026#39;language\u0026#39;: \u0026#39;Python\u0026#39;}\r1 2\r(3, 4)\rGvido 17\r{\u0026#39;job\u0026#39;: \u0026#39;Teacher\u0026#39;, \u0026#39;language\u0026#39;: \u0026#39;Python\u0026#39;} Keyword-only аргументы #\rВ Python 3 добавили возможность пометить именованные аргументы функции так, чтобы вызвать функцию можно было, только передав эти аргументы по именам. Такие аргументы называются keyword-only и их нельзя передать в функцию в виде позиционных:\ndef make_circle(x, y, radius, *, line_width=1, fill=True): #код make_circle(10, 20, 5) # x=10, y=20, radius=5, line_width=1, fill=True make_circle(x=10, y=20, radius=7) # x=10, y=20, radius=7, line_width=1, fill=True make_circle(10, 20, radius=10, line_width=2, fill=False) # x=10, y=20, radius=10, line_width=2, fill=False make_circle(x=10, y=20, radius=17, line_width=3) # x=10, y=20, radius=17, line_width=3, fill=True Здесь * выступает разделителем: отделяет обычные аргументы (их можно указывать по имени и позиционно) от строго именованных.\nТо есть аргументы x, y и radius могут быть переданы в качестве как позиционных, так и именованных аргументов. При этом аргументы line_width и fill могут быть переданы только как именованные аргументы.\nТакой разделитель можно использовать только один раз в определении функции. Его нельзя применять в функциях с неограниченным количеством позиционных аргументов *args.\nФункции как объекты #\rВстроенные функции имеют следующий тип объекта:\nprint(type(print)) # \u0026lt;class \u0026#39;builtin_function_or_method\u0026#39;\u0026gt; Тогда как функции, объявленные программистом, имеют тип \u0026lt;class 'function'\u0026gt;.\nПоскольку функции тоже объекты, работать с ними можно и как с объектами: записывать их в переменные, передавать в качестве аргументов другим функциям, возвращать из функций и т.д.\ndef hello(): print(\u0026#39;Hello from function\u0026#39;) func = hello # присваиваем переменной func функцию hello func() # вызываем функцию # Вывод: Hello from function writeln = print writeln(\u0026#39;Hello world!\u0026#39;) writeln(\u0026#39;Python\u0026#39;) # Вывод:\rHello world!\rPython Присваивание переменной списка функций:\ndef f(x): return x**2 def g(x): return x**3 funcs = [f, g] print(funcs[0](5), funcs[1](5)) # Вывод: 25 125 Функции, способные в качестве аргумента принимать или/и возвращать другие функции, называются функциями высшего порядка.\nФункция, определяющая условия сравнения элементов, называется компаратор.\rТакие встроенные функции, как min(), max(), sorted() могут принимать необязательный аргумент key – функцию, определяющую, по какому правилу будут сравниваться элементы (значение key должно быть функцией, принимающей один аргумент и возвращающей на его основе ключ для сравнения).\nnumbers = [10, -7, 8, -100, -50, 32, 87, 117, -210] print(max(numbers, key=abs)) print(min(numbers, key=abs)) print(sorted(numbers, key=abs)) # Вывод:\r-210 # максимальный по модулю элемент\r-7 # минимальный по модулю элемент\r[-7, 8, 10, 32, -50, 87, -100, 117, -210] def compare_by_second(point): return point[1] def compare_by_sum(point): return point[0] + point[1] points = [(1, -1), (2, 3), (-10, 15), (10, 9), (7, 18), (1, 5), (2, -4)] print(sorted(points, key=compare_by_second)) # сортируем по второму значению кортежа print(sorted(points, key=compare_by_sum)) # сортируем по сумме кортежа Функции в качестве возвращаемых значений других функций #\rВ Python можно определять функцию внутри функции, ведь функция это объект:\ndef generator(): def hello(): print(\u0026#39;Hello from function!\u0026#39;) return hello func = generator() func() # Вывод: Hello from function! Мы можем написать генератор функций, который по параметрам a,b,c, построит и вернет нам конкретный квадратный трехчлен:\ndef generator_square_polynom(a, b, c): def square_polynom(x): return a * x**2 + b * x + c return square_polynom f = generator_square_polynom(a=1, b=2, c=1) g = generator_square_polynom(a=2, b=0, c=-3) h = generator_square_polynom(a=-3, b=-10, c=50) print(f(1)) print(g(2)) print(h(-1)) # Вывод:\r4\r5\r57 Вложенную функцию (square_polynom()), которая использует параметры внешней функции (generator_square_polynom()), называют замыканием.\nФункции высшего порядка #\rФункции, которые принимают и/или возвращают другие функции, называются функциями высшего порядка.\nФункция map() #\rФункция, преобразующая каждый элемент переданного итерируемого объекта (можно воспринимать как классическое представление функции в математике – отображение множества в другое множество).\nВозможная реализация:\ndef map(function, items): result = [] for item in items: new_item = function(item) result.append(new_item) return result Мы можем совершать преобразования, используя функцию высшего порядка map():\ndef square(x): return x**2 def cube(x): return x**3 numbers = [1, 2, -3, 4, -5, 6, -9, 0] strings = map(str, numbers) # используем в качестве преобразователя функцию str abs_numbers = map(abs, numbers) # используем в качестве преобразователя функцию abs squares = map(square, numbers) # используем в качестве преобразователя функцию square cubes = map(cube, numbers) # используем в качестве преобразователя функцию cube print(strings) print(abs_numbers) print(squares) print(cubes) # Вывод:\r[\u0026#39;1\u0026#39;, \u0026#39;2\u0026#39;, \u0026#39;-3\u0026#39;, \u0026#39;4\u0026#39;, \u0026#39;-5\u0026#39;, \u0026#39;6\u0026#39;, \u0026#39;-9\u0026#39;, \u0026#39;0\u0026#39;]\r[1, 2, 3, 4, 5, 6, 9, 0]\r[1, 4, 9, 16, 25, 36, 81, 0]\r[1, 8, -27, 64, -125, 216, -729, 0] Мы также можем строить цепочки преобразований, несколько раз вызывая функцию map() (сначала мы преобразуем список строк в список чисел, затем находим их модуль внешней функцией map()):\nnumbers = [\u0026#39;-1\u0026#39;, \u0026#39;20\u0026#39;, \u0026#39;3\u0026#39;, \u0026#39;-94\u0026#39;, \u0026#39;65\u0026#39;, \u0026#39;6\u0026#39;, \u0026#39;-970\u0026#39;, \u0026#39;8\u0026#39;] new_numbers = map(abs, map(int, numbers)) print(new_numbers) # Вывод: [1, 20, 3, 94, 65, 6, 970, 8] Функция filter() #\rЭта функция отображает часть элементов итерируемого объекта по определённому критерию.\nВозможная реализация:\ndef filter(function, items): result = [] for item in items: if function(item): result.append(item) # добавляем элемент item если функция function вернула значение True return result Функция filter() применяет предикат function к каждому элементу и добавляет в итоговый список только те элементы, для которых предикат вернул True.\ndef is_odd(num): return num % 2 def is_word_long(word): return len(word) \u0026gt; 6 numbers = list(range(15)) words = [\u0026#39;В\u0026#39;, \u0026#39;новом\u0026#39;, \u0026#39;списке\u0026#39;, \u0026#39;останутся\u0026#39;, \u0026#39;только\u0026#39;, \u0026#39;длинные\u0026#39;, \u0026#39;слова\u0026#39;] odd_numbers = filter(is_odd, numbers) large_words = filter(is_word_long, words) print(odd_numbers) print(large_words) # Вывод:\r[1, 3, 5, 7, 9, 11, 13]\r[\u0026#39;останутся\u0026#39;, \u0026#39;длинные\u0026#39;] Функция reduce() #\rФункция, применяющая указанную функцию к элементам последовательности, сводя её к единственному значению.\nВозможная реализация:\ndef reduce(operation, items, initial_value): acc = initial_value for item in items: acc = operation(acc, item) return acc def add(x, y): return x+y def mult(x, y): return x*y numbers = [1, 2, 3, 4, 5] total = reduce(add, numbers, 0) product = reduce(mult, numbers, 1) print(total) print(product) # Вывод:\r15\r120 Встроенные функции map(), filter(), reduce() #\rВстроенная функция map() #\rФункция, применяющая другую функцию к итерируемому объекту. Имеет сигнатуру map(func, *iterables). В отличии от нашей реализации она может принимать сразу несколько последовательностей, переменное количество аргументов. Под подследовательностями имеются ввиду списки, строки, кортежи, множества, словари.\ndef increase(num): return num + 7 numbers = [1, 2, 3, 4, 5, 6] new_numbers = map(increase, numbers) # используем встроенную функцию map() print(new_numbers) # Вывод: \u0026lt;map object at 0x...\u0026gt; Вернулся итерируемый объект \u0026lt;map object at 0x...\u0026gt;. Подобные ему объекты называются итераторами. Если мы хотим получить список/кортеж из итератора, нужно воспользоваться функцией list()/tuple(), а если распкаовать, то * (при этом сделать эти действия возможно только единожды, т.к. итератор \u0026ldquo;исчерпывает\u0026rdquo; себя).\nФункции map() можно передать несколько последовательностей. В этом случае в функцию обратного вызова func будут передаваться сразу несколько элементов, расположенных в последовательностях на одинаковых позициях. При этом, если в последовательностях разное количество элементов, то последовательность с минимальным количеством элементов становится ограничителем.\ndef func(elem1, elem2, elem3): return elem1 + elem2 + elem3 numbers1 = [1, 2, 3, 4, 5] numbers2 = [10, 20, 30, 40, 50] numbers3 = [100, 200, 300, 400, 500] new_numbers = list(map(func, numbers1, numbers2, numbers3)) # преобразуем итератор в список print(new_numbers) # Вывод: [111, 222, 333, 444, 555] Пример удобного использования функции map(), которой передано две последовательности:\ncircle_areas = [3.56773, 5.57668, 4.31914, 6.20241, 91.01344, 32.01213] result1 = list(map(round, circle_areas, [1]*6)) # округляем числа до 1 знака после запятой result2 = list(map(round, circle_areas, range(1, 7))) # округляем числа до 1,2,...,6 знаков после запятой print(circle_areas) print(result1) print(result2) # Вывод:\r[3.56773, 5.57668, 4.31914, 6.20241, 91.01344, 32.01213]\r[3.6, 5.6, 4.3, 6.2, 91.0, 32.0]\r[3.6, 5.58, 4.319, 6.2024, 91.01344, 32.01213] Встроенная функция filter() #\rФункция отображает часть элементов итерируемого объекта по определённому критерию. Имеет сигнатуру filter(func, iterable). В отличии от нашей реализации она может принимать любой итерируемый объект (список, строку, кортеж, и т.д.).\ndef func(elem): return elem \u0026gt;= 0 numbers = [-1, 2, -3, 4, 0, -20, 10] positive_numbers = list(filter(func, numbers)) # преобразуем итератор в список print(positive_numbers) # Вывод: [2, 4, 0, 10] Функция filter() также возвращает итератор.\nВстроенной функции filter() можно в качестве первого параметра func передать значение None. В таком случае каждый элемент последовательности будет проверен на соответствие значению True. Если элемент в логическом контексте возвращает значение False, то он не будет добавлен в возвращаемый результат. В следующем коде значения списка [0, '', None, [], ()] позиционируется как False:\ntrue_values = filter(None, [1, 0, 10, \u0026#39;\u0026#39;, None, [], [1, 2, 3], ()]) for value in true_values: print(value) # Вывод:\r1\r10\r[1, 2, 3] Функция reduce() #\rДля использования: from functools import reduce.\nФункция, применяющая указанную функцию к элементам последовательности, сводя её к единственному значению. Имеет сигнатуру reduce(func, iterable, initializer=None). Если начальное значение не установлено, то в его качестве используется первое значение из последовательности iterable.\nfrom functools import reduce def func(a, b): return a + b numbers = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] total = reduce(func, numbers, 0) # в качестве начального значения 0 print(total) # Вывод: 55 Анонимные функции #\rlambda – безымянные однострочные функции (называются анонимными или лямбда-функциями). По сути эти функции являются выражениями, при этом они имеют такой же тип данных, как обычные функции – \u0026lt;class 'function'\u0026gt;. После определения их можно сразу вызвать: print((lambda х, у: х + у)(5, 10)) # 5 + 10. Общий формат определения: lambda список_параметров: выражение. В теле лямбда-функции нельзя использовать несколько действий и циклы, но можно использовать тернарный условный оператор. Применение таких функций оправдано в следующих случаях:\nоднократное использование функции; передача функций в качестве аргумента другим функциям; возвращение функции в качестве результата другой функции. def standard_function(x): # стандартное объявление функции return x*2 lambda_function = lambda x: x*2 # объявление анонимной функции print(standard_function(7)) print(lambda_function(7)) # Вывод:\r14\r14 f1 = lambda: 10 + 20 # функция без параметров f2 = lambda х, у: х + у # функция с двумя параметрами f3 = lambda х, у, z: х + у + z # функция с тремя параметрами print(f1()) print(f2(5, 10)) print(f3(5, 10, 30)) Лямбда-функции для нетипичной сортировки кортежей:\npoints = [(1, -1), (2, 3), (-10, 15), (10, 9), (7, 18), (1, 5), (2, -4)] print(sorted(points, key=lambda point: point[1])) # сортируем по второму значению кортежа print(sorted(points, key=lambda point: point[0] + point[1])) # сортируем по сумме элементов кортежа Передача лямбда-функций в качестве аргументов #\rФункция map(): numbers = [1, 2, 3, 4, 5, 6] new_numbers1 = list(map(lambda x: x+1, numbers)) # увеличиваем на 1 new_numbers2 = list(map(lambda x: x*2, numbers)) # удваиваем new_numbers3 = list(map(lambda x: x**2, numbers)) # возводим в квадрат strings = [\u0026#39;a\u0026#39;, \u0026#39;b\u0026#39;, \u0026#39;c\u0026#39;, \u0026#39;d\u0026#39;, \u0026#39;e\u0026#39;] numbers = [3, 2, 1, 4, 5] new_strings = list(map(lambda x, y: x*y, strings, numbers)) Функция filter(): numbers = [-1, 2, -3, 4, 0, -20, 10, 30, -40, 50, 100, 90] positive_numbers = list(filter(lambda x: x \u0026gt; 0, numbers)) # положительные числа large_numbers = list(filter(lambda x: x \u0026gt; 50, numbers)) # числа, большие 50 even_numbers = list(filter(lambda x: x % 2 == 0, numbers)) # четные числа words = [\u0026#39;python\u0026#39;, \u0026#39;stepik\u0026#39;, \u0026#39;beegeek\u0026#39;, \u0026#39;iq-option\u0026#39;] new_words1 = list(filter(lambda w: len(w) \u0026gt; 6, words)) # слова длиною больше 6 символов new_words2 = list(filter(lambda w: \u0026#39;e\u0026#39; in w, words)) # слова содержащие букву e Функция reduce(): from functools import reduce words = [\u0026#39;python\u0026#39;, \u0026#39;stepik\u0026#39;, \u0026#39;beegeek\u0026#39;, \u0026#39;iq-option\u0026#39;] numbers = [1, 2, 3, 4, 5, 6] summa = reduce(lambda x, y: x + y, numbers, 0) product = reduce(lambda x, y: x * y, numbers, 1) sentence = reduce(lambda x, y: x + \u0026#39; loves \u0026#39; + y, words, \u0026#39;Everyone\u0026#39;) # Вывод:\r21\r720\rEveryone loves python loves stepik loves beegeek loves iq-option Возвращение лямбда-функции в качестве результата другой функции #\rСледующий пример показывает, что анонимные функции являются замыканиями, т.е. возвращаемая функция запоминает значения переменных a, b, c из внешнего окружения:\ndef generator_square_polynom(a, b, c): return lambda x: a*x**2 + b*x + c Условный оператор в теле лямбда-функции #\rОбщий вид: значение1 if условие else значение2.\nnumbers = [-2, 0, 1, 2, 17, 4, 5, 6] result = list(map(lambda x: \u0026#39;even\u0026#39; if x % 2 == 0 else \u0026#39;odd\u0026#39;, numbers)) print(result) # Вывод: [\u0026#39;even\u0026#39;, \u0026#39;even\u0026#39;, \u0026#39;odd\u0026#39;, \u0026#39;even\u0026#39;, \u0026#39;odd\u0026#39;, \u0026#39;even\u0026#39;, \u0026#39;odd\u0026#39;, \u0026#39;even\u0026#39;] Передача аргументов в анонимную функцию #\rАнонимные функции поддерживают все способы передачи аргументов:\nпозиционные; именованные; *args – переменный список позиционных аргументов; **kwargs – переменный список именованных аргументов; * – обязательные аргументы. f1 = lambda x, y, z: x + y + z f2 = lambda x, y, z=3: x + y + z f3 = lambda *args: sum(args) f4 = lambda **kwargs: sum(kwargs.values()) f5 = lambda x, *, y=0, z=0: x + y + z print(f1(1, 2, 3)) print(f2(1, 2)) print(f2(1, y=2)) print(f3(1, 2, 3, 4, 5)) print(f4(one=1, two=2, three=3)) print(f5(1)) print(f5(1, y=2, z=3)) # Вывод:\r6\r6\r6\r15\r6\r1\r6 Функции any(), all(), zip(), enumerate() #\rФункция all() #\rВстроенная функция all() возвращает значение True, если все элементы переданной ей коллекции истинны, и False в противном случае. При работе со словарями функция all() проверяет на соответствие параметрам True ключи словаря.\nprint(all([1, 2, 3])) print(all([1, 2, 3, 0, 5])) print(all([True, 0, 1])) print(all((\u0026#39;\u0026#39;, \u0026#39;red\u0026#39;, \u0026#39;green\u0026#39;))) print(all({0j, 3+4j})) print() dict1 = {0: \u0026#39;Zero\u0026#39;, 1: \u0026#39;One\u0026#39;, 2: \u0026#39;Two\u0026#39;} dict2 = {\u0026#39;Zero\u0026#39;: 0, \u0026#39;One\u0026#39;: 1, \u0026#39;Two\u0026#39;: 2} print(all(dict1)) print(all(dict2)) # Вывод:\rTrue\rFalse\rFalse\rFalse\rFalse\rFalse\rTrue Если переданный итерируемый объект пуст, то функция all() возвращает значение True.\nprint(all([])) # передаем пустой список print(all(())) # передаем пустой кортеж print(all(\u0026#39;\u0026#39;)) # передаем пустую строку print(all([[], []])) # передаем список, содержащий пустые списки # Вывод:\rTrue\rTrue\rTrue\rFalse Функция any() #\rВстроенная функция any() возвращает значение True, если хотя бы один элемент переданной ей коллекции является истинным, и False в противном случае. При работе со словарями функция any() проверяет на соответствие True ключи словаря.\nprint(any([0, 0, 0])) print(any([0, 1, 0])) print(any([False, 0, 1])) print(any([\u0026#39;\u0026#39;, [], \u0026#39;green\u0026#39;])) print(any({0j, 3+4j, 0.0})) print() dict1 = {0: \u0026#39;Zero\u0026#39;} dict2 = {\u0026#39;Zero\u0026#39;: 0, \u0026#39;One\u0026#39;: 1} print(any(dict1)) print(any(dict2)) # Вывод:\rFalse\rTrue\rTrue\rTrue\rTrue\rFalse\rTrue Eсли переданный итерируемый объект пуст, то функция any() возвращает значение False.\nprint(any([])) # передаем пустой список print(any(())) # передаем пустой кортеж print(any(\u0026#39;\u0026#39;)) # передаем пустую строку print(any([[], []])) # передаем список, содержащий пустые списки # Вывод:\rFalse\rFalse\rFalse\rFalse Функции all(), any() в связке с map() #\rСледующий код проверяет, все ли элементы списка больше 10:\nnumbers = [17, 90, 78, 56, 231, 45, 5, 89, 91, 11, 19] result = all(map(lambda x: True if x \u0026gt; 10 else False, numbers)) # анонимную функцию можно упростить до lambda x: x \u0026gt; 10 if result: print(\u0026#39;Все числа больше 10\u0026#39;) else: print(\u0026#39;Хотя бы одно число меньше или равно 10\u0026#39;) Следующий код проверяет, чётен ли хотя бы один элемент коллекции:\nnumbers = [17, 91, 78, 55, 231, 45, 5, 89, 99, 11, 19] result = any(map(lambda x: x % 2 == 0, numbers)) if result: print(\u0026#39;Хотя бы одно число четное\u0026#39;) else: print(\u0026#39;Все числа нечетные\u0026#39;) Функция enumerate() #\rВстроенная функция enumerate() возвращает кортеж из индекса элемента и самого элемента переданной ей коллекции: enumerate(iterable, start), где iterable – итерируемый объект (колллекция), а start – необязательный параметр, задающий начальное значение индекса (по умолчанию start = 0). Эта функция возвращает объект-итератор, который можно перебрать, преобразовать в список функцией list() или распаковать *.\ncolors = [\u0026#39;red\u0026#39;, \u0026#39;green\u0026#39;, \u0026#39;blue\u0026#39;] print(list(enumerate(colors, start=1))) # Вывод: [(1, \u0026#39;red\u0026#39;), (2, \u0026#39;green\u0026#39;), (3, \u0026#39;blue\u0026#39;)] Функция zip() #\rВстроенная функция zip() объединяет отдельные элементы из каждой переданной ей коллекции в кортежи. Также возвращает итератор, который можно перебрать, преобразовать или распаковать. Если функции zip() передать итерируемые объекты, имеющие разную длину, то объект с наименьшим количеством элементов определяет итоговую длину.\nnumbers = [1, 2, 3, 4] words = [\u0026#39;one\u0026#39;, \u0026#39;two\u0026#39;] romans = [\u0026#39;I\u0026#39;, \u0026#39;II\u0026#39;, \u0026#39;III\u0026#39;] result = zip(numbers, words, romans) print(list(result)) # Вывод: [(1, \u0026#39;one\u0026#39;, \u0026#39;I\u0026#39;), (2, \u0026#39;two\u0026#39;, \u0026#39;II\u0026#39;)] numbers = [1, 2, 3] words = [\u0026#39;one\u0026#39;, \u0026#39;two\u0026#39;, \u0026#39;three\u0026#39;] romans = [\u0026#39;I\u0026#39;, \u0026#39;II\u0026#39;, \u0026#39;III\u0026#39;] result = zip(numbers, words, romans) print(list(result)) # Вывод: [(1, \u0026#39;one\u0026#39;, \u0026#39;I\u0026#39;), (2, \u0026#39;two\u0026#39;, \u0026#39;II\u0026#39;), (3, \u0026#39;three\u0026#39;, \u0026#39;III\u0026#39;)] Частые случаи использования zip():\nДля создания словарей, если ключи и значения находятся в разных списках: keys = [\u0026#39;name\u0026#39;, \u0026#39;age\u0026#39;, \u0026#39;gender\u0026#39;] values = [\u0026#39;Timur\u0026#39;, 28, \u0026#39;male\u0026#39;] info = dict(zip(keys, values)) print(info) # Вывод: {\u0026#39;name\u0026#39;: \u0026#39;Timur\u0026#39;, \u0026#39;age\u0026#39;: 28, \u0026#39;gender\u0026#39;: \u0026#39;male\u0026#39;} Для параллельного итерирования по разным коллекциям: name = [\u0026#39;Timur\u0026#39;, \u0026#39;Ruslan\u0026#39;, \u0026#39;Rustam\u0026#39;] age = [28, 21, 19] for x, y in zip(name, age): print(x, y) # Вывод:\rTimur 28\rRuslan 21\rRustam 19 ","date":"16 мая 2024","externalUrl":null,"permalink":"/HFK_website/posts/functions/","section":"Конспекты","summary":"Вторая часть функций в Python (первую может выложу, может и нет).","title":"Функции в Python","type":"posts"},{"content":"","date":"15 мая 2024","externalUrl":null,"permalink":"/HFK_website/tags/turtle/","section":"Tags","summary":"","title":"Turtle","type":"tags"},{"content":"\rГрафическая библиотека, встроенная в язык Python.\rМодуль turtle #\rДля использования: import turtle\nЧтобы открыть графическое окно и держать его активным, нужно использовать следующий код:\nimport turtle window = turtle.Screen() turtle.showturtle() # Какой-нибудь код window.mainloop() # Пишется в конце программы Методы #\rforward(p) – перемещает \u0026ldquo;черепашку\u0026rdquo; вперёд по направлению взгляда на p пикселей; backword(p) – перемещает черепашку назад на p пикселей. left(d) и right(d) поворачивают черепашку влево и вправо соответственно на d градусов; setheading(d) – устанавливает угол d; heading(d) – вдобавок к функционалу setheading() возвращает текущий угол в градусах. circle(p) – рисует круг с радиусом p; dot() – рисует точку; stamp() – оставляет штамп черепашки на графике. shape('name') – изменяет внешний вид черпашки (square, arrow, circle, turtle, triangle, classic); с помощью turtle.Screen().addshape('file') можно установить кастомную черепашку; hideturtle() прячет черепашку; а showturtle() вновь отображает её. speed(n) – устанавливает скорость анимации n, принимающую значения от 0 до 10, при этом 0 отключает анимацию и черепашка перемещается мгновенно. penup() – поднимает перо; а pendown() – опускает его; pensize(p) – устанавливает ширину пера в p пикселей; pencolor('color') – устанавливает цвет пера (если хотим использовать формат RGB, т.е. pencolor(130, 240, 200), то нужно использовать команду turtle.Screen().colormode(255)). turtle.Screen().bgcolor('color') позволяет установить цвет фона (также можно задать RGB формат); с помощью turtle.Screen().bgpic('file') можно установить фоновое изображение. clear() – стирает все в графическом окне (положение черепашки, заданные цвета рисунка и фона остаются неизменными); reset() – стирает рисунки и сбрасывает положение черепашки и заданный цвет рисунка (цвет фона остаётся неизменным); clearscreen() – возвращает экран в исходное состояние. turtle.Screen().setup(w, h) – устанавливает размер окна в ширину w и высоту h в пикселях. goto(x, y) – перемещает черепашку в координаты (x, y) на экране (при опущенном пере линии будут рисоваться); pos() или position() возвращает кортеж координат черепешки; xcor() возвращает только координату по x; а ycor() – по y. ","date":"15 мая 2024","externalUrl":null,"permalink":"/HFK_website/posts/turtle/","section":"Конспекты","summary":"Графическая библиотека, встроенная в язык Python.","title":"Черепашья графика","type":"posts"},{"content":"\rТочные числа с плавающей точкой, дроби и комплексные числа. Как с ними работать в Python?\rМодуль decimal #\rДля использования: from decimal import *.\nЕсли мы хотим сравнить два числа float, то нужно воспользоваться кодом ниже вместо обычного сравнения ==, так как существуют ограничения в сохранении точного значения чисел:\nnum = 0.1 + 0.1 + 0.1 eps = 0.000000001 # точность сравнения if abs(num - 0.3) \u0026lt; eps: # число num отличается от числа 0.3 менее чем 0.000000001 print(\u0026#39;YES\u0026#39;) else: print(\u0026#39;NO\u0026#39;) Особенности и характеристики:\nТип данных Decimal - класс из модуля decimal, который тоже представляет собой число с плавающей точкой, и служит для того, чтобы выполнять операции над вещественными числами без ошибок. С ними работают все привычные операции (сложение, умножение и т.д., но не реккомендуется оперировать между Decimal и float), их можно передавать как аргумент в математические функции (при этом вернётся float), их можно сравнивать между собой (также допускается точное равенство), можно формировать списки из Decimal и искать среди них min и max. Тип данных Decimal является неизменяемым. Отличие float и Decimal:\nВ Python тип данных float реализован по стандарту IEEE-754 как число с плавающей точкой двойной точности (64 бита) с основанием экспоненты равным 2. Так как float поддерживается аппаратно, быстродействие при использовании этого типа данных сравнительно велико.\nТип данных Decimal – число с плавающей точкой с основанием экспоненты 10 Он реализован по стандарту IBM: General Decimal Arithmetic Specification, в свою очередь основанному на стандартах IEEE. Тип данных Decimal реализован программно, поэтому он в разы медленнее типа данных float. Сам тип данных Decimal написан на языке С.\nХарактеристика / тип float Decimal Реализация аппаратная программная Размер 64 бит не ограничен Основание экспоненты 2 10 Скорость ✔️ ❌ Настриваемость ❌ ✔️ Для высокоточных вычислений ❌ ✔️ Для типа данных Decimal можно настроить:\nточность выполнения операций в количестве десятичных знаков (по умолчанию - 28); режимы округления; режимы обработки исключительных ситуаций (деление на ноль, переполнение и т. д). Создать Decimal число можно из обычного целого числа (int), из числа с плавающей точкой (float) или из строки (str):\nfrom decimal import * d1 = Decimal(1) d2 = Decimal(567) d3 = Decimal(-93) d4 = Decimal(\u0026#39;12345\u0026#39;) d5 = Decimal(\u0026#39;52.198\u0026#39;) При создании Decimal чисел из чисел с плавающей точкой (float) возникают проблемы, так как float числа округляются внутри до ближайшего возможного, а Decimal об этом ничего не знает и копирует содержимое float:\nfrom decimal import * num = Decimal(0.1) print(num) # Вывод: 0.1000000000000000055511151231257827021181583404541015625 Методы decimal #\rУ Decimal есть некоторые встроенные математические методы: Функция Описание sqrt() вычисляет квадратный корень из Decimal числа exp() возвращает e^x для Decimal числа ln() вычисляет натуральный логарифм Decimal числа log10() вычисляет десятичный логарифм Decimal числа as_tuple() - возвращает кортеж из 3-ёх элементов: sign – знак числа (0 для положительного числа и 1 для отрицательного числа); digits – цифры числа (цифра 0 не учитывается, если целая часть равна нулю); exponent – значение экспоненты (количество цифр после точки, умноженное на −1), from decimal import * num1 = Decimal(\u0026#39;-1.4568769017\u0026#39;) num2 = Decimal(\u0026#39;0.523\u0026#39;) num_tuple = num.as_tuple() print(num1.as_tuple()) print(num2.as_tuple()) print(num1_tuple.sign) print(num1_tuple.digits) print(num1_tuple.exponent) # Вывод:\rDecimalTuple(sign=1, digits=(1, 4, 5, 6, 8, 7, 6, 9, 0, 1, 7), exponent=-10)\rDecimalTuple(sign=0, digits=(5, 2, 3), exponent=-3)\r1\r(1, 4, 5, 6, 8, 7, 6, 9, 0, 1, 7)\r-10 getcontext() - просмотр базовых параметров Decimal from decimal import * print(getcontext()) # Вывод: Context(prec=28, rounding=ROUND_HALF_EVEN, Emin=-999999, Emax=999999, capitals=1, clamp=0, flags=[], traps=[InvalidOperation, DivisionByZero, Overflow]) quantize() - принимает в качетсве аргумента объект Decimal, указывающий на формат округления: from decimal import * getcontext().prec = 4 # устанавливаем точность числа num = Decimal(\u0026#39;3.1415926535\u0026#39;) print(num.quantize(Decimal(\u0026#39;1.000\u0026#39;))) # округление до 3 цифр в дробной части print(num.quantize(Decimal(\u0026#39;1.00\u0026#39;))) # округление до 2 цифр в дробной части print(num.quantize(Decimal(\u0026#39;1.0\u0026#39;))) # округление до 1 цифр в дробной части При этом, если точность числа установлена в 2, а формат округления Decimal('1.00'), то возникнет ошибка.\rВ качетсве второго параметра этот метод принимает стратегию округления:\nROUND_CEILING – округление в сторону бесконечности (Infinity);\nROUND_FLOOR – округляет в сторону минус бесконечности (- Infinity);\nROUND_DOWN – округление в сторону нуля;\nROUND_HALF_EVEN – округление до ближайшего четного числа, число 6.5 округлится не до 7, а до 6;\nROUND_HALF_DOWN – округление до ближайшего нуля;\nROUND_UP – округление от нуля;\nROUND_05UP – округление от нуля (если последняя цифра после округления до нуля была бы 0 или 5, в противном случае к нулю).\nfrom decimal import * num = Decimal(\u0026#39;3.456\u0026#39;) print(num.quantize(Decimal(\u0026#39;1.00\u0026#39;), ROUND_CEILING)) print(num.quantize(Decimal(\u0026#39;1.00\u0026#39;), ROUND_FLOOR)) # Вывод:\r3.46\r3.45 Модуль fractions #\rДля использования: from fractions import Fraction\nТип данных Fraction представляет из себя рациональное число в виде дроби.\nОсобенности и характеристики:\nFraction, как и Decimal, реализован программно, поэтому он в разы медленнее встроенных числовых типов данных int и float. Тип данных Fraction неизменяемый. Операции над данными этого типа приводят к созданию новых объектов, при этом старые не меняются. Fraction числа можно сравнивать между собой точно так же, как и любые другие числа (также можно сравнить Fraction и целые числа без явного приведения типов); с ним работат все арифметические операции (возведение в степень может вернуть float). При создании рационального числа Fraction, автоматически происходит сокращение числителя и знаменателя дроби, а если результат - целое число, то оно и будет выведено. Fraction числа можно передавать как аргументы функций, ожидающих float. Тогда они будут преобразованы во float. К примеру, модуль math, оперирующий float числами, может работать и с Fraction числами (возвращать функции будут float). Создать Fraction число можно несколькими способами:\nиз целых чисел, передав значения числителя и знаменателя дроби; из строки на основании десятичного представления; из строки на основании обыкновенной дроби; из числа с плавающей точкой (не рекомендуется, так как в Fraction попадет уже неправильно округленное число). from fractions import Fraction num1 = Fraction(3, 4) # 3 – числитель, 4 – знаменатель num2 = Fraction(\u0026#39;0.55\u0026#39;) num3 = Fraction(\u0026#39;1/9\u0026#39;) Методы и свойства #\rnumerator - для получения числителя, denominator - для получения знаменателя: from fractions import Fraction num = Fraction(\u0026#39;5/16\u0026#39;) print(\u0026#39;Числитель дроби равен:\u0026#39;, num.numerator) print(\u0026#39;Знаменатель дроби равен:\u0026#39;, num.denominator) # Вывод:\rЧислитель дроби равен: 5\rЗнаменатель дроби равен: 16 as_integer_ratio() – возвращает кортеж, состоящий из числителя и знаменателя данного Fraction числа. limit_denominator() – возвращает самую близкую к данному числу рациональную дробь, чей знаменатель не превосходит переданного аргумента: from fractions import Fraction import math print(\u0026#39;PI =\u0026#39;, math.pi) num = Fraction(str(math.pi)) print(\u0026#39;No limit =\u0026#39;, num) for d in [1, 5, 50, 90, 100, 500, 1000000]: limited = num.limit_denominator(d) print(limited) # Вывод:\rPI = 3.141592653589793\rNo limit = 3141592653589793/1000000000000000\r3\r16/5\r22/7\r267/85\r311/99\r355/113\r3126535/995207 В Python нельзя совершать арифметические операции (+, -, *, /) между типами Decimal и Fraction.\rКомплексные числа в Python #\rОбщая форма представления комплексного числа следующая: real + imag j, где\nreal – вещественная часть комплексного числа; imag – мнимая часть комплексного числа, которая завершается символом j или J. Особенности и характеристики:\nС complex числами работают все привычные операции: сложение, вычитание, умножение, деление, возведение в степень. Мы также можем совершать арифметические операции над complex и целыми числами (миксовать complex, int, float). Для работы с комплексными числами вместо модуля math нужно использовать модуль cmath z1 = 5 + 7j z2 = 1j z3 = -3 + 5J z4 = 1.5 + 3.2j print(z1, z2, z3, z4, sep=\u0026#39;\\n\u0026#39;) print(type(z1)) # Вывод:\r(5+7j)\r1j\r(-3+5j)\r(1.5+3.2j)\r\u0026lt;class \u0026#39;complex\u0026#39;\u0026gt; Комплексные числа можно создать с помощью литерала, как выше, а можно с помощью функции complex(), которая принимает два аргумента: вещественную и мнимую часть числа, либо строковое представление числа:\nz1 = -3 + 2j # создание на основе литерала z2 = complex(6, -8) # z2 = 6 - 8j z3 = complex(0, 2.5) # z3 = 2.5j z4 = complex(5, 0) # z4 = 5 + 0j z5 = complex(\u0026#39;3+4j\u0026#39;) # создание на основе строки print(z1, z2, z3, z4, z5, sep=\u0026#39;\\n\u0026#39;) # Вывод:\r(-3+2j)\r(6-8j)\r2.5j\r(5+0j)\r(3+4j) Методы и свойства #\rreal - для получения вещественной части, а imag - для мнимой: z = 3+4j print(\u0026#39;Действительная часть =\u0026#39;, z.real) print(\u0026#39;Мнимая часть =\u0026#39;, z.imag) # Вывод:\rДействительная часть = 3.0\rМнимая часть = 4.0 conjugate() - возвращает сопряжённое комплексное число. Для нахождения модуля комплексного числа, используется встроенная функция abs(). ","date":"14 мая 2024","externalUrl":null,"permalink":"/HFK_website/posts/frac_dec_compl/","section":"Конспекты","summary":"Точные числа с плавающей точкой, дроби и комплексные числа.","title":"Decimal, Fraction и комлексные числа в Python","type":"posts"},{"content":"","date":"13 мая 2024","externalUrl":null,"permalink":"/HFK_website/tags/random/","section":"Tags","summary":"","title":"Random","type":"tags"},{"content":"","date":"13 мая 2024","externalUrl":null,"permalink":"/HFK_website/tags/string/","section":"Tags","summary":"","title":"String","type":"tags"},{"content":"\rМодуль random #\rДля использования: import random\nФункции и методы:\nrandint() - принимает два обязательных аргумента a и b и возвращает псевдослучайное целое число из [a, b]; randrange() - может принимать те же аргументы, что и range(), но вместо обычной последовательности чисел возвращает псевдослучайное число из этой последовательности; random() - не принимает аргументов и возвращает псевдослучайное число с плавающей точкой в диапазоне [0.0, 1.0); uniform() - возвращает псевдослучайное число с плавающей точкой в указанном диапазоне [a, b]; seed() - указывает начальное для генератора псевдослучайных чисел (по умолчанию начальное значение - системное время); shuffle() - принимает список в качестве обязательного аргумента и перемешивает его случайным образом; choice() - принимает список (строку, кортеж) в качестве обязательного аргумента и возвращает один случайный элемент; sample() - принимает два обязательных аргумента: первый – коллекция (последовательность), которая поддерживает индексацию (список, строка, кортеж), второй – количество случайных элементов. Возвращает список из указанного количества уникальных (имеющих разные индексы) случайных элементов. Модуль string #\rДля использования: import string\nВ модуле string есть удобные константные строки, которыми можно воспользоваться:\nprint(string.ascii_letters) print(string.ascii_uppercase) print(string.ascii_lowercase) print(string.digits) print(string.hexdigits) print(string.octdigits) print(string.punctuation) print(string.printable) # Вывод:\rabcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ\rABCDEFGHIJKLMNOPQRSTUVWXYZ\rabcdefghijklmnopqrstuvwxyz\r0123456789\r0123456789abcdefABCDEF\r01234567\r!\u0026#34;#$%\u0026amp;\u0026#39;()*+,-./:;\u0026lt;=\u0026gt;?@[\\]^_`{|}~\r0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!\u0026#34;#$%\u0026amp;\u0026#39;()*+,-./:;\u0026lt;=\u0026gt;?@[\\]^_`{|}~ \\t\\n\\r\\x0b\\x0c ","date":"13 мая 2024","externalUrl":null,"permalink":"/HFK_website/posts/random_string/","section":"Конспекты","summary":"Модуль random #\rДля использования: import random","title":"Модули string и random","type":"posts"},{"content":"\rСписки (кратко), кортежи (кратко), множества, словари и всё, что с ними связано. Первая часть серии конспектов по языку Python.\rВещи, которые я бы хотел запомнить #\rСинглтон - это паттерн проектирования, гарантирующий, что у класса будет только один экземпляр.\nФункция-критерий, которая возвращает значение True или False, называется предикатом.\nИтератор - итерируемый объект (например \u0026lt;map object at 0x...\u0026gt;).\nКоллекциями в языке Python принято называть типы данных, в том или ином виде хранящие ссылки на ряд других объектов.\nСравнение строк происходит по старшинству в алфавите, а старше та буква, которая ближе к концу алфавита.\nprint((\u0026quot;NO\u0026quot;, \u0026quot;YES\u0026quot;)[num1.issuperset(num2)]) - в квадратных скобках мы получаем результат логического выражения (True - 1 или False - 0). Значит после кортежа будет либо [0], либо [1] - индекс элемента, который мы выберем из самого кортежа.\nЧтобы не использовать экранирование при работе с текстом, можно воспользоваться raw strings, т.е. вместо такого кода: path = 'C:\\\\new\\\\text.txt', использовать код: path = r'C:\\new\\text.txt'.\nПри вызове метода мы используем скобки: (например) close(), а при вызове свойства (атрибута) скобок нет closed. Методы совершают действия, а свойства возвращают информацию об объекте.\nПри конвертации строки в число, функция int() игнорирует пробелы и символы табуляции, перевода строки и т.п.\nЕсли использовать строчные методы islower()/isupper() для строки, состоящей только из небуквенных символов, вернёся False.\nСписки #\rСписки изменяемы; в них допускается выход на границы, просто возьмется весь список до конца; список может содержать элементы разных типов данных; списки - ссылочный тип даных.\nЕсли мы хотим копировать список letters = ['a', 'b', 'c', 'd'], мы можем сделать это следующими способами:\nnew_letters = letters[:] new_letters = list(letters) new_letters = letters.copy() Чтобы вывести список в одну строку, можно восползоваться методом join() или распаковать print(*student)\rСписочные методы и операторы:\nметод append() добавляет новый элемент в конец списка; метод extend() расширяет один список другим списком; метод insert() вставляет значение в список в заданной позиции; метод index() возвращает индекс первого элемента, значение которого равняется переданному в метод значению; метод remove() удаляет первый элемент, значение которого равняется переданному в метод значению; метод pop() удаляет элемент по указанному индексу и возвращает его; метод count() возвращает количество элементов в списке, значения которых равны переданному в метод значению; метод reverse() инвертирует порядок следования значений в списке, то есть меняет его на противоположный; метод copy() создает поверхностную копию списка.; метод clear() удаляет все элементы из списка; оператор del позволяет удалять элементы списка по определенному индексу. Методы строк, работающие со списками:\nМетод split() разбивает строку на слова, используя в качестве разделителя последовательность пробельных символов, символ табуляции (\\t) или символ новой строки (\\n). Метод join() собирает строку из элементов списка, используя в качестве разделителя строку, к которой применяется метод. Если нужно получить очищенную от знаков препинания и заглавных букв строку, можно воспользоваться следующей конструкцией: text = [word.strip('.,!?:;-') for word in input().lower().split()]\rМатрицы #\rИндексы i и j элементов на главной диагонали квадратной матрицы связаны соотношением i = j. На побочной диагонали: i + j + 1 = n (или j = n - i - 1), где n — размерность матрицы.\nЗаметим также, что:\nесли элемент находится выше главной диагонали, то i \u0026lt; j, если ниже – i \u0026gt; j. если элемент находится выше побочной диагонали, то i + j + 1 \u0026lt; n, если ниже - i + j + 1 \u0026gt; n. Если мы вводим элементы построчно, то может задать матрицу так:\nn, m = [int(i) for i in input().split()] matrix = [[int(i) for i in input().split()] for _ in range(n)] Кортежи #\rКортежи являются неизменяемыми списками. В литеральной форме кортеж записывается в виде последовательности элементов в круглых скобках, а список – в квадратных.\nДля создания кортежа с единственным элементом после значения элемента ставят замыкающую запятую: my_tuple = (1,).\nВажно понимать: список внутри кортежа можно изменить. Списки являются ссылочными типами данных, поэтому в кортеже хранится ссылка на список, которая не меняется при изменении самого списка.\nФункции, возвращающие несколько значений, возвращают кортеж.\rКортежи поддерживают:\nдоступ к элементу по индексу (только для получения значений элементов); методы, в частности index(), count(); встроенные функции, в частности len(), sum(), min() и max(); срезы; оператор принадлежности in; операторы конкатенации (+) и повторения (*). Чтобы присвоить переменным значения элементов кортежа, можно воспользоваться следующим кодом (кол-во переменных должно совпадать с кол-вом элементов кортежа):\ncolors = (\u0026#39;red\u0026#39;, \u0026#39;green\u0026#39;, \u0026#39;blue\u0026#39;, \u0026#39;cyan\u0026#39;) (a, b, c, d) = colors # Скобки можно опустить Однако, если необходимо получить лишь какие-то отдельные значения, то в качестве \u0026ldquo;ненужных\u0026rdquo; переменных позволено использовать символ нижнего подчеркивания _.\nЕсть способ собрать сразу несколько значений в одну переменную. Это делается при помощи звездочки перед именем переменной.\na, b, *tail = 1, 2, 3, 4, 5, 6 - в этом случае в переменной a будет записана единица, в переменной b — двойка, а в переменной tail — список, состоящий из всех аргументов, которые не попали в предыдущие переменные. В данном случае tail будет равен [3, 4, 5, 6]. tail всегда будет списком, даже когда в него попадает лишь один элемент или даже ноль.\nЗвездочка может быть только у одного аргумента, но необязательно у последнего.\nЕсли нужно распаковать единственное значение в кортеже, после имени переменной должна идти запятая. Приведенный ниже код:\na = 1, # не распаковка, а просто присвоение b, = 1, # распаковка print(a) print(b) # Вывод:\r(1,)\r1 Таким же образом можно распаковывать и список, и строку\rМножества #\rОбщая информация #\rМножество – структура данных, организованная так же, как математические множества.\nОсобенности:\nвсе элементы множества различны (уникальны), два элемента не могут иметь одинаковое значение; множества неупорядочены, то есть элементы не хранятся в каком-то определенном порядке; элементы множества должны относиться к неизменяемым типам данных; хранящиеся в множестве элементы могут иметь разные типы данных. Чтобы создать множество, нужно перечислить его элементы через запятую в фигурных скобках:\nnumbers = {2, 4, 6, 8, 10} languages = {\u0026#34;Python\u0026#34;, \u0026#34;C#\u0026#34;, \u0026#34;C++\u0026#34;, \u0026#34;Java\u0026#34;} Пустое множество создаётся, например, через set().\nПри выводе множества порядок элементов может отличаться от существовавшего при его создании, поскольку множества — неупорядоченные коллекции данных.\nВстроенная функция set() помимо создания пустого множества может преобразовывать некоторые типы объектов в множества.\nВ неё можно передать один аргумент, который, в свою очередь, должен быть итерируемым объектом (таким как список, кортеж или строковое значение). Отдельные элементы объекта, передаваемого в качестве аргумента, становятся элементами множества:\nmyset1 = set(range(10)) # множество из элементов последовательности myset2 = set([1, 2, 3, 4, 5]) # множество из элементов списка myset3 = set(\u0026#39;abcd\u0026#39;) # множество из элементов строки myset4 = set((10, 20, 30, 40)) # множество из элементов кортежа Попытка добавить в множество кортеж со списком приведёт к ошибке!\rmytuple = ([1, 2, 3], [4, 5, 6]) myset = set(mytuple) # Вывод:\rTypeError: unhashable type: \u0026#39;list\u0026#39; Если требуется создать множество, в котором каждый элемент — строковое значение, содержащее более одного символа, то используем код: myset = set(['aaa', 'bbbb', 'cc']).\nПроверить принадлежит ли какой-либо объект множеству можно с помощью оператора in:\ntremendously_huge_set = {\u0026#34;red\u0026#34;, \u0026#34;green\u0026#34;, \u0026#34;blue\u0026#34;} if \u0026#34;green\u0026#34; in tremendously_huge_set: print(\u0026#34;Green is there!\u0026#34;) else: print(\u0026#34;Unfortunately, there is no green...\u0026#34;) # Вывод: Green is there! Индексация, конкатенация, умножение на число и срезы недоступны для множеств, а значит перебор элементов по индексу не получится, поэтому, например, в цикле, мы должны перебирать сами элементы из множества.\nЧтобы вывести все элементы множества, мы можем его распаковать (при этом не гарантируется, что вывод будет упорядоченным):\nnumbers = {0, 1, 1, 2, 3, 3, 3, 5, 6, 7, 7} print(*numbers, end=\u0026#39; \u0026#39;) # Вывод: 0 1 1 2 3 3 3 5 6 7 7 Если мы хотим упорядочить вывод множества, можем воспользоваться встроенной функцией sorted() (возвращает список):\nnumbers = {0, 1, 1, 2, 3, 3, 3, 5, 6, 7, 7} sorted_numbers = sorted(numbers) print(*sorted_numbers, end=\u0026#39; \u0026#39;) Встроенная функция sorted() имеет опциональный параметр reverse. Если установить этот параметр в значение True, произойдет сортировка по убыванию.\nТакже есть второй парметр key, с помощью которого можно указать функцию, по которой будет происходить сортировка (например, int или len). Важно, что функция при этом пишется без скобок, как это обычно происходит.\nМетоды множеств #\rДля добавления нового элемента в множество используется метод add(); Метод remove() удаляет элемент из множества с генерацией исключения (ошибки) в случае, если такого элемента нет; Метод discard() удаляет элемент из множества без генерации исключения (ошибки), если элемент отсутствует; Метод pop() удаляет и возвращает случайный элемент из множества с генерацией исключения (ошибки) при попытке удаления из пустого множества; Метод clear() удаляет все элементы из множества. Методы, НЕ изменяющие сами множества #\runion() - объединение множеств. myset1 = {1, 2, 3, 4, 5} myset2 = {3, 4, 6, 7, 8} myset3 = myset1.union(myset2) print(myset3) Для объединения двух множеств можно также использовать оператор |.\nmyset1 = {1, 2, 3, 4, 5} myset2 = {3, 4, 6, 7, 8} myset3 = myset1 | myset2 print(myset3) intersection() - пересечение множеств.\nАльтернатива: оператор \u0026amp;.\ndifference() - разность множеств.\nАльтернатива: оператор -.\nsymmetric_difference() - симметрическая разность множеств.\nАльтернатива: оператор ^.\nМетоды, ИЗМЕНЯЮЩИЕ множества #\rupdate() - изменяет исходное множество по объединению.\nАналогичный результат получается, если использовать оператор |=.\nintersection_update() - изменяет исходное множество по пересечению.\nАналогичный результат получается, если использовать оператор \u0026amp;=.\ndifference_update() - изменяет исходное множество по разности.\nАналогичный результат получается, если использовать оператор -=.\nsymmetric_difference_update() - изменяет исходное множество по симметрической разности.\nАналогичный результат получается, если использовать оператор ^=.\nВсе основные операции над множествами выполняются двумя способами: при помощи метода или соответствующего ему оператора. Различие заключается в том, что метод может принимать в качестве аргумента не только множество (тип данных set), но и любой итерируемый объект (список, строку, кортеж и т.д.)\nmylist = [2021, 2020, 2019, 2018, 2017, 2016] mytuple = (2021, 2020, 2016) mystr = \u0026#39;abcd\u0026#39; myset = {2009, 2010, 2016} print(myset.union(mystr)) # объединяем со строкой print(myset.intersection(mylist)) # пересекаем со списком print(myset.difference(mytuple)) # находим разность с кортежем # Вывод:\r{2016, \u0026#39;c\u0026#39;, \u0026#39;b\u0026#39;, \u0026#39;a\u0026#39;, \u0026#39;d\u0026#39;, 2009, 2010}\r{2016}\r{2009, 2010} Некоторые методы (union(), intersection(), difference()) и операторы (|, \u0026amp;, -, ^) позволяют совершать операции над несколькими множествами сразу.\nОператор ^ симметрической разности позволяет использовать несколько множеств, а метод symmetric_difference() – нет.\nПриоритет операторов в порядке убывания (верхние операторы имеют более высокий приоритет, чем нижние):\nОператор Описание - разность \u0026amp; пересечение ^ симметрическая разность | объединение Другие методы #\rissubset() - используется для определения, является ли одно из множеств подмножеством другого. Возвращает True или False. set1 = {2, 3} set2 = {1, 2, 3, 4, 5, 6} print(set1.issubset(set2)) # Вывод: True Для определения, является ли одно из множеств подмножеством другого, также применяются операторы \u0026lt;= (нестрогое подмножество) и \u0026lt; (строгое подмножество). Следующий код аналогичен предыдущему по функционалу:\nset1 = {2, 3} set2 = {1, 2, 3, 4, 5, 6} print(set1 \u0026lt;= set2) issuperset() - используется для определения, является ли одно из множеств надмножеством другого. Возвращает True или False.\nВ качестве альтернативы используются операторы \u0026gt;= (нестрогое надмножество) и \u0026gt; (строгое надмножество).\nisdisjoint() - используется для определения отсутствия общих элементов в множествах. Возвращает True или False.\nДанные методы могут принимать в качестве аргумента не только set(), но и любой итерируемый объект (список, строку, кортеж\u0026hellip;). В то же время они могут применяться только к set() или неизменяемому множеству (тип данных frozenset). При этом операторы \u0026gt;, \u0026lt;, \u0026gt;=, \u0026lt;= требуют наличия в качестве операндов множества.\nГенератор множеств #\rЧтобы создать множество, содержащее цифры введённого числа, можно воспользоваться следующей конструкцией: digits = {int(c) for c in input()}\nОбщий вид генератора множеств следующий:\n{выражение for переменная in последовательность},\nгде выражение – некоторое выражение, как правило, зависящее от использованной в списочном выражении переменной, которым будут заполнены элементы множества; переменная – имя некоторой переменной; последовательность – последовательность значений, которые она принимает (любой итерируемый объект).\nВ генераторах множеств можно использовать условный оператор. Например, если требуется создать множество, заполненное только цифрами некоторой строки, то мы можем написать такой код: digits = {int(d) for d in 'abcd12ef78ghj90' if d.isdigit()}\nЕсли же нужно включить else, то используется тернарный условный опреатор:\nalnums = {int(d) if d.isdigit() else ord(d) for d in 'abcd12ef78ghj90'}\nFrozenset #\rТип коллекций frozenset() - это неизменяемое множество. Создание неизменяемых множеств:\nmyset1 = frozenset({1, 2, 3}) # на основе множества myset2 = frozenset([1, 1, 2, 3, 4, 4, 4, 5, 6, 6]) # на основе списка myset3 = frozenset(\u0026#39;aabcccddee\u0026#39;) # на основе строки Над замороженными множествами можно производить все операции, которые можно производить над обычными множествами (само собой, если операция не изменяет исходное множество). Результатом операций над замороженными множествами будут также замороженные множества.\nБудучи изменяемыми, обычные множества не могут быть элементами других множеств. Замороженные множества являются неизменяемыми, а значит могут быть элементами других множеств.\nСравнивать обычные и неизменяемые множества можно.\rСловари #\rОбщая информация #\rСловари (тип данных dict) – изменяемые коллекции элементов с произвольными индексами – ключами. Если в списках элементы индексируются целыми числами, начиная с 0, то в словарях — уникальными ключами, в том числе в виде строк.\nСловарь — реализация структуры данных \u0026ldquo;ассоциативный массив\u0026rdquo; или \u0026ldquo;хеш таблица\u0026rdquo;.\rВ словорях нет привычных индексов (0, 1, 2, \u0026hellip;)!\nКлючи должны быть неизменяемым типом данных, а тип данных значения - произволен.\nСловари принципиально отличаются от списков по структуре хранения в памяти. Список — последовательная область памяти, то есть все его элементы (указатели на элементы) действительно хранятся в указанном порядке, расположены последовательно. Благодаря этому и можно быстро «прыгнуть» к элементу по его индексу. В словаре же используется специальная структура данных — хеш-таблица. Она позволяет вычислять числовой хеш от ключа и использовать обычные списки, где в качестве индекса элемента берется этот хеш.\nЧтобы создать словарь, нужно перечислить его элементы (пары ключ-значение) через запятую в фигурных скобках, как и элементы множества. Первым указывается ключ, после двоеточия – значение, доступное в словаре по этому ключу. Приведенный ниже код создает словарь, в котором ключом служит строка – название языка программирования, а значением – имя создателя языка.\nlanguages = {\u0026#39;Python\u0026#39;: \u0026#39;Гвидо ван Россум\u0026#39;, \u0026#39;C#\u0026#39;: \u0026#39;Андерс Хейлсберг\u0026#39;, \u0026#39;Java\u0026#39;: \u0026#39;Джеймс Гослинг\u0026#39;, \u0026#39;C++\u0026#39;: \u0026#39;Бьёрн Страуструп\u0026#39;} Извлекать значение словаря слудует также, как если бы мы извлекали элемент списка, но вместо индекса пишем ключ в квадратных скобках:\nprint(\u0026#39;Создателем языка C# является\u0026#39;, languages[\u0026#39;C#\u0026#39;]) В качестве ключа можно указать выражение. Python вычислит его значение и обратится к искомому элементу:\nprint(\u0026#39;Создателем языка C# является\u0026#39;, languages[\u0026#39;C\u0026#39; + \u0026#39;#\u0026#39;]) Если ключи словаря – строки без каких-либо специальных символов, то для создания словаря можно использовать функцию dict(). Приведённый ниже код создает словарь с тремя элементами, ключами которого служат строки \u0026rsquo;name\u0026rsquo;, \u0026lsquo;age\u0026rsquo;, \u0026lsquo;job\u0026rsquo;, а значениями – \u0026lsquo;Timur\u0026rsquo;, 28, \u0026lsquo;Teacher\u0026rsquo;.\ninfo = dict(name = \u0026#39;Timur\u0026#39;, age = 28, job = \u0026#39;Teacher\u0026#39;) Создавать словари можно на основе списков кортежей или кортежей списков. Первый элемент списка или кортежа станет ключом, второй — значением.\nЕсли необходимо создать словарь, каждому ключу которого соответствует одно и то же значение, можно воспользоваться методом fromkeys(). Приведенный ниже код создает словарь с тремя элементами, где ключи — строки \u0026rsquo;name\u0026rsquo;, \u0026lsquo;age\u0026rsquo;, \u0026lsquo;job\u0026rsquo;, а соответствующие им значения: \u0026lsquo;Missed information\u0026rsquo;, \u0026lsquo;Missed information\u0026rsquo;, \u0026lsquo;Missed information\u0026rsquo;.\ndict1 = dict.fromkeys([\u0026#39;name\u0026#39;, \u0026#39;age\u0026#39;, \u0026#39;job\u0026#39;], \u0026#39;Missed information\u0026#39;) Если методу fromkeys() не передать второй параметр, то по умолчанию присваивается значение None.\nПустой словарь #\rПустой словарь можно создать так:\ndict1 = {} dict2 = dict() Начиная с версии Python 3.6, словари являются упорядоченными, то есть сохраняют порядок следования ключей в порядке их внесения в словарь.\nОсновы работы со словорями #\rОператор in позволяет проверить, содержит ли словарь заданный ключ; Встроенная функция sum() принимает в качестве аргумента словарь с числовыми ключами и вычисляет сумму его ключей; Встроенные функции min() и max() принимают в качестве аргумента словарь и находят минимальный и максимальный ключ соответственно, при этом ключ может принадлежать к любому типу данных, для которого возможны операции порядка \u0026lt;, \u0026lt;=, \u0026gt;, \u0026gt;= (числа, строки, и т.д.); Словари можно сравнивать между собой операторами == и !=. Равные словари имеют одинаковое количество элементов и содержат равные элементы (ключ: значение); Срезы, операция конкатенации и умножения на число недоступны для сроварей. Перебор элементов словаря #\rВывод ключей:\ncapitals = {\u0026#34;Россия\u0026#34;: \u0026#34;Москва\u0026#34;, \u0026#34;Франция\u0026#34;: \u0026#34;Париж\u0026#34;, \u0026#34;Чехия\u0026#34;: \u0026#34;Прага\u0026#34;} for key in capitals: print(key) Вывод значений:\nfor key in capitals: print(capitals[key]) Словарный метод keys() возвращает список ключей всех элементов словаря: for key in capitals.keys(): # итерируем по списку [\u0026#34;Россия\u0026#34;, \u0026#34;Франция\u0026#34;, \u0026#34;Чехия\u0026#34;] print(key) # Вывод:\rРоссия\rФранция\rЧехия Словарный метод values() возвращает список значений всех элементов словаря.\nСловарный метод items() возвращает список всех элементов словаря, состоящий из кортежей пар (ключ, значение).\nСловарные методы items(), keys(), values() возвращают не совсем обычные списки. Типы этих списков – dict_items, dict_keys, dict_values, соответственно, в отличие от обычных списков list. Методы обычных списков недоступны для списков типа dict_items, dict_keys, dict_values. Нужно использовать явное преобразование с помощью функции list() для получения доступа к методам списков.\rЕсли требуется вывести только ключи словаря, то мы так же можем использовать операцию распаковки словаря: print(*capitals, sep=\u0026quot;\\n\u0026quot;)\nСортировка по ключам выполняется с использованием функции sorted() (возвращает отсортированный список ключей, а не словарь):\nfor key in sorted(capitals): print(key) Для сортировки словаря по значениям можно использовать функцию sorted() вместе с методом items() (возвращает не словарь, а отсортированный по значениям список кортежей):\nfor key, value in sorted(capitals.items(), key=lambda x: x[1]): print(value) Методы и операторы словарей #\rЧтобы изменить значение по определенному ключу в словаре, достаточно использовать индексацию вместе с оператором присваивания. При этом если ключ уже присутствует в словаре, его значение заменяется новым, если же ключ отсутствует – то в словарь будет добавлен новый элемент.\ninfo = {\u0026#39;name\u0026#39;: \u0026#39;Sam\u0026#39;, \u0026#39;age\u0026#39;: 28, \u0026#39;job\u0026#39;: \u0026#39;Teacher\u0026#39;} info[\u0026#39;name\u0026#39;] = \u0026#39;Timur\u0026#39; # изменяем значение по ключу name info[\u0026#39;email\u0026#39;] = \u0026#39;timyr-guev@yandex.ru\u0026#39; # добавляем в словарь элемент с ключом email print(info) Для того чтобы избежать возникновения ошибки в случае отсутствия ключа в словаре, можно использовать метод get(), способный кроме ключа принимать и второй аргумент – значение, которое вернется, если заданного ключа нет. Когда второй аргумент не указан, то метод в случае отсутствия ключа возвращает None. info = {\u0026#39;name\u0026#39;: \u0026#39;Bob\u0026#39;, \u0026#39;age\u0026#39;: 25, \u0026#39;job\u0026#39;: \u0026#39;Dev\u0026#39;} item1 = info.get(\u0026#39;salary\u0026#39;) item2 = info.get(\u0026#39;salary\u0026#39;, \u0026#39;Информации о зарплате нет\u0026#39;) print(item1) print(item2) # Вывод:\rNone\rИнформации о зарплате нет Метод update() реализует своеобразную операцию конкатенации для словарей. Он объединяет ключи и значения одного словаря с ключами и значениями другого. При совпадении ключей в итоге сохранится значение словаря, указанного в качестве аргумента метода update(). info1 = {\u0026#39;name\u0026#39;: \u0026#39;Bob\u0026#39;, \u0026#39;age\u0026#39;: 25, \u0026#39;job\u0026#39;: \u0026#39;Dev\u0026#39;} info2 = {\u0026#39;age\u0026#39;: 30, \u0026#39;city\u0026#39;: \u0026#39;New York\u0026#39;, \u0026#39;email\u0026#39;: \u0026#39;bob@web.com\u0026#39;} info1.update(info2) print(info1) # Вывод: {\u0026#39;name\u0026#39;: \u0026#39;Bob\u0026#39;, \u0026#39;age\u0026#39;: 30, \u0026#39;job\u0026#39;: \u0026#39;Dev\u0026#39;, \u0026#39;city\u0026#39;: \u0026#39;New York\u0026#39;, \u0026#39;email\u0026#39;: \u0026#39;bob@web.com\u0026#39;} В Python 3.9 появились операторы | и |=, которые реализуют операцию конкатенации словарей.\rМетод setdefault() позволяет получить значение из словаря по заданному ключу, автоматически добавляя элемент словаря, если он отсутствует.\nМетод принимает два аргумента: key: ключ, значение по которому следует получить, если таковое имеется в словаре, либо создать. default: значение, которое будет использовано при добавлении нового элемента в словарь. Важно! get() только получает значение, не меняя словарь, в то время как setdefault() не только получает значение, но и изменяет словарь.\rС помощью оператора del можно удалять элементы словаря по ключу: del info['email'] (если удаляемого ключа в словаре нет, возникнет ошибка KeyError). Метод pop() удаляет элемент словаря по ключу, возвращая его значение: email = info.pop('email') (при отутствии ключа также возвращает ошибку, если не передать второй аргумент). Метод popitem() удаляет из словаря последний добавленный элемент и возвращает удаляемый элемент в виде кортежа (ключ, значение). Метод clear() удаляет все элементы из словаря: info.clear(). Метод copy() создает поверхностную копию словаря: info_copy = info.copy() (оператор присваивания (=) не копирует словарь, а лишь присваивает ссылку на старый словарь новой переменной.). Вложенные словари #\rЧтобы обратиться к элементу вложенного словаря, нужно указать ключи в нескольких квадратных скобках (подобно спискам).\nГенераторы словарей #\rОбщий вид: {ключ: значение for переменная in последовательность}\nПримеры использования:\nЧтобы создать словарь, где ключи – числа от 0 до 5, а значения – квадраты ключей, можем воспользоваться следующим кодом: squares = {i: i**2 for i in range(6)}; Для вычисления ключа и значения в генераторе словаря могут быть использованы выражения: lst = [\u0026#39;ReD\u0026#39;, \u0026#39;GrEeN\u0026#39;, \u0026#39;BlUe\u0026#39;] dct = {c.lower(): c.upper() for c in lst} print(dct) # Вывод: {\u0026#39;red\u0026#39;: \u0026#39;RED\u0026#39;, \u0026#39;green\u0026#39;: \u0026#39;GREEN\u0026#39;, \u0026#39;blue\u0026#39;: \u0026#39;BLUE\u0026#39;} Извлечение из словаря элементов с определенными ключами: dict1 = {0: \u0026#39;A\u0026#39;, 1: \u0026#39;B\u0026#39;, 2: \u0026#39;C\u0026#39;, 3: \u0026#39;D\u0026#39;, 4: \u0026#39;E\u0026#39;, 5: \u0026#39;F\u0026#39;} selected_keys = [0, 2, 5] dict2 = {k: dict1[k] for k in selected_keys} print(dict2) # Вывод: {0: \u0026#39;A\u0026#39;, 2: \u0026#39;C\u0026#39;, 5: \u0026#39;F\u0026#39;} Мы также можем использовать генераторы словарей для создания вложенных словарей: squares = {i: {j: j**2 for j in range(i + 1)} for i in range(5)} for value in squares.values(): print(value) # Вывод:\r{0: 0}\r{0: 0, 1: 1}\r{0: 0, 1: 1, 2: 4}\r{0: 0, 1: 1, 2: 4, 3: 9}\r{0: 0, 1: 1, 2: 4, 3: 9, 4: 16} В генераторах словарей можно использовать условный оператор. Приведенный ниже код создает словарь, ключами которого являются четные числа от 0 до 9, а значениями – квадраты ключей: squares = {i: i**2 for i in range(10) if i % 2 == 0} (можно обойтись и без условного оператора, установив параметр step в функции range()).\n","date":"12 мая 2024","externalUrl":null,"permalink":"/HFK_website/posts/collections/","section":"Конспекты","summary":"Списки (кратко), кортежи (кратко), множества, словари и всё, что с ними связано.","title":"Коллекции в Python","type":"posts"},{"content":"","externalUrl":null,"permalink":"/HFK_website/categories/","section":"Categories","summary":"","title":"Categories","type":"categories"},{"content":"\rСерия конспектов по языку программирования Python.\rЕсли вы новичок, не рекомендую читать это в качестве основного материала, потому что самая базовая информация здесь опущена. Тем не менее, начиная с параграфа \u0026ldquo;Кортежи\u0026rdquo; первой части серии, я старался записать как можно больше информации. Важно отметить, что конпект Функции в Python также подразумевает, что вы уже знаете основы работы с функциями.\n","externalUrl":null,"permalink":"/HFK_website/python/","section":"🎉","summary":"Серия конспектов по языку программирования Python.","title":"Python","type":"page"},{"content":"","externalUrl":null,"permalink":"/HFK_website/%D0%B0%D0%B2%D1%82%D0%BE%D1%80%D1%8B/","section":"Авторы","summary":"","title":"Авторы","type":"авторы"}] \ No newline at end of file diff --git a/docs/index.xml b/docs/index.xml index cf06e39..06e70c8 100644 --- a/docs/index.xml +++ b/docs/index.xml @@ -7,7 +7,17 @@ Hugo -- gohugo.io ru © 2024 Иван Бережной - Mon, 15 Jul 2024 00:00:00 +0000 + Tue, 16 Jul 2024 00:00:00 +0000 + + Устройство памяти в Python + http://localhost:1313/HFK_website/posts/memory_python/ + Tue, 16 Jul 2024 00:00:00 +0000 + + http://localhost:1313/HFK_website/posts/memory_python/ + Конспект посвящён объяснению понятия компьютерной памяти и тому, как эта память устроена в языке 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