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+ + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/assets/cards/author_cards.yaml b/assets/cards/author_cards.yaml new file mode 100644 index 0000000..bfa8901 --- /dev/null +++ b/assets/cards/author_cards.yaml @@ -0,0 +1,23 @@ +- title: Elisa Pierfederici + content: | + [:custom-orcid:](https://orcid.org/) [:simple-github:](https://github.com/mariapie) [:simple-linkedin:](https://www.linkedin.com/in/maria-elisa-pierfederici-5392aa182/)
+ PhD Candidate, Research advisor, University of Oslo (UiO), Norway + image: ./assets/images/cards/Elisa_profile2.jpg + +- title: Clement Lee + content: | + [:custom-orcid:](https://orcid.org/0000-0003-1785-8671) [:simple-github:](https://github.com/clement-lee) [:simple-linkedin:](https://www.linkedin.com/in/clement-lee-153a9bb8/)
+ Lecturer, School of Maths, Stats and Physics, Newcastle University + image: ./assets/images/cards/clement.png + +- title: Saad Arif + content: | + [:custom-orcid:](https://https://orcid.org/0000-0003-0811-8604) [:simple-github:](https://github.com/saadarif)
+ Saad Arif, Senior Lecturer, Dept. of BMS, Oxford Brookes University + image: ./assets/images/cards/saad.jpg + +- title: Mark Fernandes + content: | + [:custom-orcid:](https://orcid.org/) [:simple-github:](https://github.com/mfernandes61) [:simple-linkedin:](https://www.linkedin.com/in/mark-fernandes-a5533641/)
+ Mark Fernandes, Teaching Associate, Bioinformatics Training Facility, Dept. of Genetics, University of Cambridge + image: ./assets/images/cards/mark_photo.jpg diff --git a/assets/cards/contributor_cards.yaml b/assets/cards/contributor_cards.yaml new file mode 100644 index 0000000..2e9e24a --- /dev/null +++ b/assets/cards/contributor_cards.yaml @@ -0,0 +1,23 @@ +- title: Artemis + content: | + [:custom-orcid:](https://orcid.org/) [:simple-github:](https://github.com/) [:simple-linkedin:](https://linkedin.com/)
+ Lorem ipsum dolor sit amet. + image: ./assets/images/cards/021-artemis.png + +- title: Ares + content: | + [:custom-orcid:](https://orcid.org/) [:simple-github:](https://github.com/) [:simple-linkedin:](https://linkedin.com/)
+ Lorem ipsum dolor sit amet. + image: ./assets/images/cards/006-ares.png + +- title: Nike + content: | + [:custom-orcid:](https://orcid.org/) [:simple-github:](https://github.com/) [:simple-linkedin:](https://linkedin.com/)
+ Lorem ipsum dolor sit amet. + image: ./assets/images/cards/027-nike.png + +- title: Prometheus + content: | + [:custom-orcid:](https://orcid.org/) [:simple-github:](https://github.com/) [:simple-linkedin:](https://linkedin.com/)
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    \n * import { animationFrameScheduler } from 'rxjs';\n *\n * const div = document.querySelector('div');\n *\n * animationFrameScheduler.schedule(function(height) {\n * div.style.height = height + \"px\";\n *\n * this.schedule(height + 1); // `this` references currently executing Action,\n * // which we reschedule with new state\n * }, 0, 0);\n *\n * // You will see a div element growing in height\n * ```\n */\n\nexport const animationFrameScheduler = new AnimationFrameScheduler(AnimationFrameAction);\n\n/**\n * @deprecated Renamed to {@link animationFrameScheduler}. Will be removed in v8.\n */\nexport const animationFrame = animationFrameScheduler;\n", "import { Observable } from '../Observable';\nimport { SchedulerLike } from '../types';\n\n/**\n * A simple Observable that emits no items to the Observer and immediately\n * emits a complete notification.\n *\n * Just emits 'complete', and nothing else.\n *\n * ![](empty.png)\n *\n * A simple Observable that only emits the complete notification. It can be used\n * for composing with other Observables, such as in a {@link mergeMap}.\n *\n * ## Examples\n *\n * Log complete notification\n *\n * ```ts\n * import { EMPTY } from 'rxjs';\n *\n * EMPTY.subscribe({\n * next: () => console.log('Next'),\n * complete: () => console.log('Complete!')\n * });\n *\n * // Outputs\n * // Complete!\n * ```\n *\n * Emit the number 7, then complete\n *\n * ```ts\n * import { EMPTY, startWith } from 'rxjs';\n *\n * const result = EMPTY.pipe(startWith(7));\n * result.subscribe(x => console.log(x));\n *\n * // Outputs\n * // 7\n * ```\n *\n * Map and flatten only odd numbers to the sequence `'a'`, `'b'`, `'c'`\n *\n * ```ts\n * import { interval, mergeMap, of, EMPTY } from 'rxjs';\n *\n * const interval$ = interval(1000);\n * const result = interval$.pipe(\n * mergeMap(x => x % 2 === 1 ? of('a', 'b', 'c') : EMPTY),\n * );\n * result.subscribe(x => console.log(x));\n *\n * // Results in the following to the console:\n * // x is equal to the count on the interval, e.g. (0, 1, 2, 3, ...)\n * // x will occur every 1000ms\n * // if x % 2 is equal to 1, print a, b, c (each on its own)\n * // if x % 2 is not equal to 1, nothing will be output\n * ```\n *\n * @see {@link Observable}\n * @see {@link NEVER}\n * @see {@link of}\n * @see {@link throwError}\n */\nexport const EMPTY = new Observable((subscriber) => subscriber.complete());\n\n/**\n * @param scheduler A {@link SchedulerLike} to use for scheduling\n * the emission of the complete notification.\n * @deprecated Replaced with the {@link EMPTY} constant or {@link scheduled} (e.g. `scheduled([], scheduler)`). Will be removed in v8.\n */\nexport function empty(scheduler?: SchedulerLike) {\n return scheduler ? emptyScheduled(scheduler) : EMPTY;\n}\n\nfunction emptyScheduled(scheduler: SchedulerLike) {\n return new Observable((subscriber) => scheduler.schedule(() => subscriber.complete()));\n}\n", "import { SchedulerLike } from '../types';\nimport { isFunction } from './isFunction';\n\nexport function isScheduler(value: any): value is SchedulerLike {\n return value && isFunction(value.schedule);\n}\n", "import { SchedulerLike } from '../types';\nimport { isFunction } from './isFunction';\nimport { isScheduler } from './isScheduler';\n\nfunction last(arr: T[]): T | undefined {\n return arr[arr.length - 1];\n}\n\nexport function popResultSelector(args: any[]): ((...args: unknown[]) => unknown) | undefined {\n return isFunction(last(args)) ? args.pop() : undefined;\n}\n\nexport function popScheduler(args: any[]): SchedulerLike | undefined {\n return isScheduler(last(args)) ? args.pop() : undefined;\n}\n\nexport function popNumber(args: any[], defaultValue: number): number {\n return typeof last(args) === 'number' ? args.pop()! : defaultValue;\n}\n", "export const isArrayLike = ((x: any): x is ArrayLike => x && typeof x.length === 'number' && typeof x !== 'function');", "import { isFunction } from \"./isFunction\";\n\n/**\n * Tests to see if the object is \"thennable\".\n * @param value the object to test\n */\nexport function isPromise(value: any): value is PromiseLike {\n return isFunction(value?.then);\n}\n", "import { InteropObservable } from '../types';\nimport { observable as Symbol_observable } from '../symbol/observable';\nimport { isFunction } from './isFunction';\n\n/** Identifies an input as being Observable (but not necessary an Rx Observable) */\nexport function isInteropObservable(input: any): input is InteropObservable {\n return isFunction(input[Symbol_observable]);\n}\n", "import { isFunction } from './isFunction';\n\nexport function isAsyncIterable(obj: any): obj is AsyncIterable {\n return Symbol.asyncIterator && isFunction(obj?.[Symbol.asyncIterator]);\n}\n", "/**\n * Creates the TypeError to throw if an invalid object is passed to `from` or `scheduled`.\n * @param input The object that was passed.\n */\nexport function createInvalidObservableTypeError(input: any) {\n // TODO: We should create error codes that can be looked up, so this can be less verbose.\n return new TypeError(\n `You provided ${\n input !== null && typeof input === 'object' ? 'an invalid object' : `'${input}'`\n } where a stream was expected. You can provide an Observable, Promise, ReadableStream, Array, AsyncIterable, or Iterable.`\n );\n}\n", "export function getSymbolIterator(): symbol {\n if (typeof Symbol !== 'function' || !Symbol.iterator) {\n return '@@iterator' as any;\n }\n\n return Symbol.iterator;\n}\n\nexport const iterator = getSymbolIterator();\n", "import { iterator as Symbol_iterator } from '../symbol/iterator';\nimport { isFunction } from './isFunction';\n\n/** Identifies an input as being an Iterable */\nexport function isIterable(input: any): input is Iterable {\n return isFunction(input?.[Symbol_iterator]);\n}\n", "import { ReadableStreamLike } from '../types';\nimport { isFunction } from './isFunction';\n\nexport async function* readableStreamLikeToAsyncGenerator(readableStream: ReadableStreamLike): AsyncGenerator {\n const reader = readableStream.getReader();\n try {\n while (true) {\n const { value, done } = await reader.read();\n if (done) {\n return;\n }\n yield value!;\n }\n } finally {\n reader.releaseLock();\n }\n}\n\nexport function isReadableStreamLike(obj: any): obj is ReadableStreamLike {\n // We don't want to use instanceof checks because they would return\n // false for instances from another Realm, like an

    +     +

    3.3.1 Formatting text

    +

    You should have already seen examples of how to italicise or embolden you text (and both simulatenously) with markdown. There is other useful markdown sytnax for example for starting a new paragraph, use a blank like to seperate your paragraphs or if you want a monospaced font to represent code in your text, enclose the relevant code in single backticks:`\`.

    +
    +

    Exercise

    +

    Below is some text produced using markdown formatting. Use your preferred markdown editor, to write markdown annotated text, to achieve the following result:

    +

    The mean() function on line 13 calcualtes the average of the vector.

    +

    Make sure to render your markdown text to make sure it works like you think it should.

    +
    +Solution +

    The `mean()` function on `line 13` calcualtes the **average** of the vector.

    +
    +
    +

    As mentioned in Section 3.2, Markdown’s simplicity comes at a cost. Not all formatting elements are natively represented in markdown. Depending on your application an extended syntax for Markdown may exist (e.g. Rmarkdown, which may offer a solution. In many cases HTML can help you acheive the desired result. Most applications rendering Markdown also support HTML. This does not mean you need to know HTML but you may have to rely on your googling or prompt engineering skills.

    +
    +

    Exercise

    +

    There is no native support for sub- or superscripts in markdown, however HTML tags can do the trick. Use your technical sophistication (googling or otherwise) to write Markdown- (and HTML) formatted text text to achive the following result:

    +

    An example of a subscript is C02. An example of a superscript is 33=27.

    +

    Make sure to rener your markdown text to make sure it works like you think it should.

    +
    +Solution +

    An example of a subscript is C0<sub>2</sub>. An example of a superscript is 3<sup>3</sup>=27.

    +

    <sub></sub> and <sup></sup> are the HTML tags for subscripts and superscripts respectively. Some Makrdown editos also support encapsulating text in \^ or \~ for formattting superscript and subscript. respetively.

    +
    +
    +

    3.3.2 Adding Headers

    +

    Your literate programming document needs to be divided into sections. Perhaps you sub-sections or sub-sub-sections? Markdown provides simple syntax for header formatting that provides 6 levels of headings to fullfill your sub-sectioning needs. To render headers using markdown all you need to do is start a line with a #, followed by a space and then your title, like so:

    +
    +

    Headers

    +
    +
    +
    +

    #### My Excellent Title

    +
    +
    +

    My Excellent Title

    +
    +
    +
    +
    +

    The number of # controls the size or level of the headers - more means smaller headers.

    +
    +

    Generating Headers of different size

    +

    The following headers have been produced using Markdown. Can you reproduce them using Markdown-formatted text?

    +

    My smaller section title

    +
    This is my other header
    +
    +Solution +

    #### My smaller section title

    +

    ##### This is my _other_ header

    +
    +
    +

    3.3.3 Making Lists

    +

    Every now and then, documentation of your code or analysis will need a list. Maybe it is a list of dependencies your colleague s need to run your code or perhaps it a list of genes you need to highlight in your latest gene expression anlaysi. It is easy to generate lists in Markdown. Basic Markdown supports ordered (i.e. numbered) or unordered lists.

    +

    You can make ordered ordered lists by adding line items with numbers followed by periods. The numbers don’t have to be in numerical order, but the list should start with the number one.

    +
    +

    Ordered lists

    +
    +
    +
    +
    1. first item
+2. second item
+3. third item
+
    +
    +
    +
      +
    1. first item
      2. +
    2. second tiem
      3. +
    3. third item
      4. +
    +
    +
    +
    +
    +

    You can generate an unordered list, add dashes (-), asterisks (*), or plus signs (+) in front of line items.

    +
    +

    Unordered lists

    +
    +
    +
    +
    * first item
+* second item
+* third item
+
    +
    +
    +
      +
    • first item
      • +
    • second tiem
      • +
    • third item
      • +
    +
    +
    +
    +
    +
    +

    Making nested lists

    +

    It is easy to generate nested lists in Markdown. Can you reproduce the following nested list using Markdown-formatted text?

    +
      +
    1. First item
      2. +
    2. Second item
      3. +
    3. Third item
        +
      • Indented item A
        • +
      • Indented item B
        • +
      +
      4. +
    4. Fourth item
      5. +
    +
    +Solution +
    1. First item
+2. Second item
+3. Third item
+     - Indented item A
+     - Indented item B
+4. Fourth item
+
    +
    +
    + +

    Every now and then you may need to provide a link in your literate document. You can provide links in basic Markdown in two ways. The first one we demonstrate are called _inline_links: here you provide the text of the link in square brackets ([ ]`) and the link itself follows in paranthesis.

    +
    +

    Inline links

    +
    +
    +
    +
    [Visit Elixir!](https://elixir-europe.org/)
+
    +
    +
    +

    Visit Elixir!

    +
    +
    +
    +
    +

    The other type of link in basic Markdown is a reference link. In this case the link is to another place in your literate document itself, kind of almost like a citation.

    +
    +

    Reference links

    +
    +
    +
    +
    Want to do [Repdroducible Science?][link one]
+Here are some [practical guides][another-link]. 
+Don't forget to read [this article][link one] in its entirety. 
+
+
+[link one]: https://www.nature.com/articles/s41562-016-0021
+[another-link]: https://ziemann-lab.net/public/5pillars/practical_guides.html
+
    +
    +
    +

    Want to do Repdroducible Science?. +Here are some practical guides. +Don’t forget to read this article in its entirety.

    +
    +
    +
    +
    +

    The “references” above are the second set of brackets: link one and another-link. At the bottom of a Markdown document, these brackets are defined as proper with a colon and then links to outside websites. An advantage of the reference link style is that multiple links to the same place only need to be updated once, as you would expect from a citation management software e.g. (Zotero), but as you’ll see later there are better ways to do citations using extended in Markdown. Also note the reference links (the one at the bottom) don’t actually appear in the renderded markdown document above.

    +

    Similar to links you can add images in two ways. Additionally images can be online urls or from your local computer (in which case you need to provide the path to the image on your local computer instead of the url). Similar to links, one way to displayimg images is called inline image link. To generate one if these you add an exclamation mark (!), followed by square brackets ([ ]) that can optional include alt text the image (to make your content more accessible for visually impaired readers) and then finally the link (or path) to the image in parenthesis.

    +
    +

    Inline image links

    +
    +
    +
    +
    ![Two happy penguins taking a selfie together in a snowy landscape](https://github.com/allisonhorst/stats-illustrations/blob/main/julie-mine-quarto-keynote/quarto_share.png?raw=true)  
+
+"Artwork from "Hello, Quarto" keynote by Julia Lowndes and Mine Çetinkaya-Rundel, presented at RStudio Conference 2022. Illustrated by Allison Horst."
+
    +
    +
    +

    Two happy penguins taking a selfie together in a snowy landscape
    + “Artwork from “Hello, Quarto” keynote by Julia Lowndes and Mine Çetinkaya-Rundel, presented at RStudio Conference 2022. Illustrated by Allison Horst.”

    +
    +
    +
    +
    +

    You can make reference image links very similar to how you would make inline links. Redoing the inline image link is a reference image link is left as an exercise for the reader.

    +

    3.3.5 Making Tables

    +

    At some point in your literate document, you may want to present information in a table. Although basic Markdown does not come with a syntax to make tables, almost all extensions now have a universal syntax to do so.

    +

    To make a table, use three or more hyphens (—) to create each column’s header, and use pipes (|) to separate each column.

    +
    +

    Tables

    +
    +
    +
    +

    | Column 1    | Column 2    |
+| ----------- | ----------- |
+| blah        | blah        |
+| blah        | blah        |
+
    +Note: the cell widths don’t have to be fixed as above and can vary, yiedling the same output (try it yourself if you don’t believe me) +
    +
    + + + + + + + + + + + + + + + + + +
    Column 1Column 2
    blahblah
    blahblah
    +
    +
    +
    +
    +
    +

    Making a two column table

    +

    Can you write the Markdown-formatted text to generate the exact following table (don’t forget the cell alginment)?

    + + + + + + + + + + + + + + + + + + + + + +
    Genep-value
    Gene A0.1
    Gene B0.005
    Gene C0.01
    +
    +Solution +
    | Gene        | _p-value_ |
+| :----------:| :--------:|
+| Gene A      | 0.1  |
+| Gene B      | 0.005|
+| Gene C      | 0.01 |
+
    +
    +
    +
    +

    Making tables in Markdown…

    +

    Making small tables is simple enough but making larger tables can get painful in markdown. For larger tables in markdon the Markdown Tables Generator is a great tool. Make your table using their graphical interface and then copy the generated Markdown-formatted text into your file. In RStudio you can use the visual editor to do the same, so you don’t even have to leave the warm confines of RStudio.

    +
    +

    3.3.6 Paragraphs

    +

    Formatting paragrahs is simple but perhaps not as intuitive in Markdown. For example, consider the verse below (I got ChatGPT to wax poetic about the graces of Markdown):

    +

    In the realm of code, where words and logic intertwine,
    +There exists a tool, both simple and sublime.
    +Markdown, the poet’s brush, the programmer’s aid,
    +Unveils the advantages of a seamless cascade.

    +

    You may be tempted to think, that way you format a pargraph like this in Markdown would be like so:

    +
    In the realm of code, where words and logic intertwine,
+There exists a tool, both simple and sublime.
+Markdown, the poet's brush, the programmer's aid,
+Unveils the advantages of a seamless cascade.
+
    +

    Unfortunately, if you did this the whole verse would come in a single line! Not very fitting for a poem.

    +

    To acheive the desired affect, you can enforce a hard break by inserting a new line between each line of the verse:

    +
    +

    Hard breaks for formatting

    +
    +
    +
    +
    In the realm of code, where words and logic intertwine,
+
+There exists a tool, both simple and sublime.
+
+Markdown, the poet's brush, the programmer's aid,
+
+Unveils the advantages of a seamless cascade.
+
    +
    +
    +

    In the realm of code, where words and logic intertwine,

    +

    There exists a tool, both simple and sublime.

    +

    Markdown, the poet’s brush, the programmer’s aid,

    +

    Unveils the advantages of a seamless cascade.

    +
    +
    +
    +
    +

    The hard break works but not the formatting is now disconnected between the Markdown document and the rendered output. A more subtle way to achieve this sort of paragraph formatting effect is to use what is called soft break. A soft break involves inserting two blank spaces with the Space key at the end of each line. A soft break acheives the same effect a a hard break but leaves more of a semblance between the text in the Markdown document and the final rendered document. which may be more desirable in several instances.

    +
    +

    Using soft breaks

    +

    Here is the last verse from the ChatGP epic poem about the advanatges of Makrdown for literate progamming:

    +

    So let markdown be your ally, your creative friend,
    +In the realm of literate programming, where wonders never end.
    +For within its simplicity lies a powerful tool,
    +Unleashing the potential of both scholar and fool.

    +

    Use soft breaks in Markdown to recreate the formatted verse above.

    +
    +

    3.4 Summary

    +
      +
    • Markdown is a simple language for formatting text.
      • +
    • Markdown is not the only tool for formatting text but it’s easy to learn making it one of the most popular tools for various purposes including Literate Programming.
      • +
    • Markdown is supported by many of the popular IDEs including RStudio
      • +
    • Although basic Markdown has limited functionality, many extensions, often language-specific, exist to enhance Markdown’s capability.
      • +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    +
    + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/chapters/chapter_05/index.html b/chapters/chapter_05/index.html new file mode 100644 index 0000000..2dfa9c3 --- /dev/null +++ b/chapters/chapter_05/index.html @@ -0,0 +1,688 @@ + + + + + + + + + + 5. Conclusion and next steps - Literate Programming in R + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + +
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    + + + + + + + +

    5. Conclusion and next steps

    + +

    5.1 Concluding Remarks

    +

    Great job in making it to the end of this module! Along the way we hope you haved:

    +
      +
    1. Developed an appreciation for the need and principles of Literate Programming (LP) in research
      2. +
    2. Acquired some new skills in Markdown and conducting LP using R/RStudio and Quarto
      3. +
    +

    As with most technical skills, mastery requires practice, practice and more practice. We hope the lessons here have prepared you to adopt an LP approach for your next project!

    +

    For those who want a deeper dive or learn more about a specifc aspect of this course, below is a selection our favourite links on learning Literate Programming, Markdown, and LP with RStudio/Quarto. +Additionally, this course is the first part in a multi-series programme on implementing code reproducibility for research. Links and brief descriptions of further course in the series can be found further below.

    +

    5.2 Further Resources on Literate Programming with RStudio/Quarto

    +

    Below are some of our favourite links, ranging from from comprehensive references to short tutorials.

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    ContentDescriptionLink
    Markdown EssentialsThis Markdown Guide offers a short and handy reference to the basic syntax or grammar of markdown.https://www.markdownguide.org/basic-syntax/
    Markdown PracticeWant to practise some more markdown? Try this excellent, standalone Markdown tutorial.https://www.markdowntutorial.com/
    Markdown CheatsheetBecause sometimes, a concise cheatsheet is all you need…https://www.markdownguide.org/cheat-sheet/
    RMarkdown CheatsheetA handy cheatsheet for the R extension for Markdown (RMarkdown)https://shiny.posit.co/r/articles/build/rm-cheatsheet/
    RMarkdown CookbookComplete guide for RMarkdown that can be extended to Quarto documents with slight syntax modificationshttps://bookdown.org/yihui/rmarkdown-cookbook/
    Code chunk optionsFull list of options (lines that start with #|) you can use for Quarto documents, again with syntax modificationshttps://yihui.org/knitr/options/
    +

    5.3 Next Steps in Code Reproducibility

    + +

    5.4 Contributing to this course

    +

    This course has been developed via a colloboration of researchers, teachers and students. Found a typo? Something missing? Have a suggestion? We welcome further contributions and suggestions from everyone. +If you would like to contribtue to course development, have a suggestion or just want more information, go here.

    + + + + + + + + + + + + + +
    +
    + + + +
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    + + + +
    +
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    + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/chapters/references/index.html b/chapters/references/index.html new file mode 100644 index 0000000..4006b40 --- /dev/null +++ b/chapters/references/index.html @@ -0,0 +1,578 @@ + + + + + + + + + + References - Literate Programming in R + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + +
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    References

    + +

    References go here

    + + + + + + + + + + + + + +
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    + + + +
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    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/course_schedule/index.html b/course_schedule/index.html new file mode 100644 index 0000000..9f9eae1 --- /dev/null +++ b/course_schedule/index.html @@ -0,0 +1,525 @@ + + + + + + + + + + Course schedule - Literate Programming in R + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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    + + + + + + + +

    Course schedule

    + +
    + + + + + + + + + + + + + + + + + + + +
    startendtopic
    10:0010:30coffee!
    12:0013:00lunch!
    +

    Generate markdown tables at tablesgenerator.com

    + + + + + + + + + + + + + +
    +
    + + + +
    + + + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/index.html b/index.html new file mode 100644 index 0000000..781c04a --- /dev/null +++ b/index.html @@ -0,0 +1,899 @@ + + + + + + + + + + Literate Programming in R + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + +
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    + + + + + + + +
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    + + + + +
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    + + + + + + + +

    Literate Programming (in R)

    +

    Authors

    +
    +
    +
    +
    +
    +
    +

    Elisa Pierfederici

    +

    + + + + + + + + + +
    +PhD Candidate, Research advisor, University of Oslo (UiO), Norway +

    +
    +
    +
    +
    +
    +
    +
    +
    +
    +

    Clement Lee

    +

    + + + + + + + + + +
    +Lecturer, School of Maths, Stats and Physics, Newcastle University +

    +
    +
    +
    +
    +
    +
    +
    +
    +
    +

    Saad Arif

    +

    + + + + + + + + + +
    +Saad Arif, Senior Lecturer, Dept. of BMS, Oxford Brookes University +

    +
    +
    +
    +
    +
    +
    +
    +
    +
    +

    Mark Fernandes

    +

    + + + + + + + + + +
    +Mark Fernandes, Teaching Associate, Bioinformatics Training Facility, Dept. of Genetics, University of Cambridge +

    +
    +
    +
    +
    +
    +

    Greek Mythology icons made by max.icons from www.flaticon.com

    +

    Lesson overview

    +
    +

    Description
    +A course to introduce the theory, advantages and implementation of Literate Programming practices for R users working in RStudio to enhance the students abilities to produce reproducible code.

    +

    +

    Prerequisites
    +To be able to follow this course, learners should have knowledge in:
    + 1. Basic programming skills in R
    + 2. A familiarity in using the RStudio Integrated Development Environment

    +

    +

    Learning Outcomes:
    +By the end of the course, learners will be able to:
    + 1. Have an understanding of the principles and goals of Literate Programming (LP)
    + 2. Practically implement LP in their R programs using Markdown in Quarto/Rstudio

    +

    +

    Target Audience: Researchers, undergraduate students, postgraduate students, etc…
    +

    +

    Level: Beginner to Intermediate

    +

    License: Creative Commons Attribution 4.0 International License

    +

    Funding: This project has received funding from [name of funders].

    +
    +

    Contributors

    +
    +
    +
    +
    +
    +
    +

    Artemis

    +

    + + + + + + + + + +
    +Lorem ipsum dolor sit amet. +

    +
    +
    +
    +
    +
    +
    +
    +
    +
    +

    Ares

    +

    + + + + + + + + + +
    +Lorem ipsum dolor sit amet. +

    +
    +
    +
    +
    +
    +
    +
    +
    +
    +

    Nike

    +

    + + + + + + + + + +
    +Lorem ipsum dolor sit amet. +

    +
    +
    +
    +
    +
    +
    +
    +
    +
    +

    Prometheus

    +

    + + + + + + + + + +
    +Lorem ipsum dolor sit amet. +

    +
    +
    +
    +
    +
    +
    +

    Citing this lesson

    +

    Please cite as:

    +
      +
    1. Enter your citation here.
      2. +
    2. Geert van Geest, Elin Kronander, Jose Alejandro Romero Herrera, Nadja Žlender, & Alexia Cardona. (2023). The ELIXIR Training Lesson Template - Developing Training Together (v1.0.0-alpha). Zenodo. https://doi.org/10.5281/zenodo.7913092.
      3. +
    +
    +

    Setup

    +

    Data setup

    +

    To run this lesson you need to install data from the Elixir CodeRep R script repository NB This currently points to the __Python___ example script - need Alexia to create one for R and then use link to that here....

    +

    Software setup

    +

    To run this course you need to install the following:

    +
      +
    • R and Rstudio - please follow the instructions here for your machine.
      • +
    • Quarto - please follow the instructions here for your machine.
      • +
    • TinyTex (R package) - required if you want to use LaTex and/or render PDFs. This is an R package, more info and installation instructions here
      • +
    + + + + + + + + + + + + + +
    +
    + + + +
    + + + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/keywords/index.html b/keywords/index.html new file mode 100644 index 0000000..a077732 --- /dev/null +++ b/keywords/index.html @@ -0,0 +1,505 @@ + + + + + + + + + + Keywords - Literate Programming in R + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + +
    +
    + + + +
    + + + + + + +
    + + +
    + +
    + + + + + + +
    +
    + + + +
    +
    +
    + + + + + + + +
    +
    +
    + + + + +
    +
    + + + + + + + +

    Keywords

    + +

    Here’s a lit of used keywords:

    +

    mkdocs

    + + + + + + + + + + + + + +
    +
    + + + +
    + + + +
    + + + +
    +
    +
    +
    + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/search/search_index.json b/search/search_index.json new file mode 100644 index 0000000..14b37b8 --- /dev/null +++ b/search/search_index.json @@ -0,0 +1 @@ +{"config":{"lang":["en"],"separator":"[\\s\\-]+","pipeline":["stopWordFilter"]},"docs":[{"location":"","title":"About","text":""},{"location":"#literate-programming-in-r","title":"Literate Programming (in R)","text":""},{"location":"#authors","title":"Authors","text":"

    Elisa Pierfederici

    PhD Candidate, Research advisor, University of Oslo (UiO), Norway

    Clement Lee

    Lecturer, School of Maths, Stats and Physics, Newcastle University

    Saad Arif

    Saad Arif, Senior Lecturer, Dept. of BMS, Oxford Brookes University

    Mark Fernandes

    Mark Fernandes, Teaching Associate, Bioinformatics Training Facility, Dept. of Genetics, University of Cambridge

    Greek Mythology icons made by max.icons from www.flaticon.com

    "},{"location":"#lesson-overview","title":"Lesson overview","text":"

    Description A course to introduce the theory, advantages and implementation of Literate Programming practices for R users working in RStudio to enhance the students abilities to produce reproducible code.

    Prerequisites To be able to follow this course, learners should have knowledge in: \u20031. Basic programming skills in R \u20032. A familiarity in using the RStudio Integrated Development Environment

    Learning Outcomes: By the end of the course, learners will be able to: \u20031. Have an understanding of the principles and goals of Literate Programming (LP) \u20032. Practically implement LP in their R programs using Markdown in Quarto/Rstudio

    Target Audience: Researchers, undergraduate students, postgraduate students, etc\u2026

    Level: Beginner to Intermediate

    License: Creative Commons Attribution 4.0 International License

    Funding: This project has received funding from [name of funders].

    "},{"location":"#contributors","title":"Contributors","text":"

    Artemis

    Lorem ipsum dolor sit amet.

    Ares

    Lorem ipsum dolor sit amet.

    Nike

    Lorem ipsum dolor sit amet.

    Prometheus

    Lorem ipsum dolor sit amet.

    "},{"location":"#citing-this-lesson","title":"Citing this lesson","text":"

    Please cite as:

    1. Enter your citation here.
    2. Geert van Geest, Elin Kronander, Jose Alejandro Romero Herrera, Nadja \u017dlender, & Alexia Cardona. (2023). The ELIXIR Training Lesson Template - Developing Training Together (v1.0.0-alpha). Zenodo. https://doi.org/10.5281/zenodo.7913092.
    "},{"location":"#setup","title":"Setup","text":""},{"location":"#data-setup","title":"Data setup","text":"

    To run this lesson you need to install data from the Elixir CodeRep R script repository NB This currently points to the __Python___ example script - need Alexia to create one for R and then use link to that here....

    "},{"location":"#software-setup","title":"Software setup","text":"

    To run this course you need to install the following:

    • R and Rstudio - please follow the instructions here for your machine.
    • Quarto - please follow the instructions here for your machine.
    • TinyTex (R package) - required if you want to use LaTex and/or render PDFs. This is an R package, more info and installation instructions here
    "},{"location":"course_schedule/","title":"Course schedule","text":"start end topic 10:00 10:30 coffee! 12:00 13:00 lunch!

    Generate markdown tables at tablesgenerator.com

    "},{"location":"keywords/","title":"Keywords","text":"

    Here\u2019s a lit of used keywords:

    mkdocs

    "},{"location":"chapters/Chapter_04/","title":"4. An Introduction to Quarto","text":""},{"location":"chapters/Chapter_04/#41-whats-our-goal","title":"4.1 What\u2019s Our Goal? \ud83c\udfaf","text":"

    Welcome to Quarto!

    By the end of this chapter, you\u2019ll have a solid understanding of Quarto and how to use it to create reproducible, visually appealing scientific reports, presentations, and publications.

    "},{"location":"chapters/Chapter_04/#42-what-is-quarto-and-why-does-it-matter","title":"4.2 What is Quarto, and Why Does It Matter? \ud83d\udcd6","text":"

    Quarto (link quarto) is not just an evolution of R Markdown; it\u2019s a tool designed by Posit to meet the demands of data scientists, researchers, and educators. This open-source publishing system, powered by Pandoc, transcends traditional barriers by supporting multiple programming languages like R, Python, and Julia, and offering a variety of output formats including HTML, PDF, MS Word, and ePub.

    Key benefits of Quarto: - Multi-language support: Facilitates seamless integration of R, Python, Julia, and Observable JS, catering to interdisciplinary projects. - Versatility in Output Formats: From academic PDFs to web pages and presentations, Quarto adapts your work for any audience. - Guaranteed Reproducibility: Ensures your research can be easily verified, fostering a culture of transparency and reliability.

    In addition, it enables users to: - Design personal or project websites - Craft tutorials, textbooks, and other online educational resources

    Explore the Quarto gallery to see its capabilities.

    "},{"location":"chapters/Chapter_04/#43-before-we-begin","title":"4.3 Before We Begin \ud83d\udee0\ufe0f","text":"

    In this part of the tutorial, we\u2019ll focus on using Quarto with R. But remember, Quarto isn\u2019t limited to R \u2014 it also works with Python, Julia, and Observable JS!

    "},{"location":"chapters/Chapter_04/#440-installation-guide","title":"4.4.0 Installation Guide \u2699\ufe0f","text":"

    Before we start, it\u2019s essential to set up our environment. Here\u2019s what you need:

    1. RStudio Installation: Ensure you have the latest version of RStudio. This will provide the best compatibility with Quarto.

    2. Quarto Installation: Visit the Quarto website for installation instructions. For a more detailed guide, check out the Quarto guide. Make sure to follow the steps appropriate for your operating system.

    3. TinyTeX Setup TinyTeX is a minimal TeX distribution specifically tailored for Quarto, which you\u2019ll need for generating PDFs. Here\u2019s how to install it: - Open RStudio, navigate to Tools > Terminal > New Terminal. - In the terminal, type quarto install tinytex to start the installation process.

    4. Update R Packages To ensure smooth operation with Quarto, update the following R packages by running this command in RStudio:

    # Run in R\ninstall.packages(c(\n  \"tinytex\",       # Needed for PDF rendering\n  \"rmarkdown\",     # Essential for rendering\n  \"tidyverse\",     # Useful for data wrangling\n  \"knitr\",         # Required for table printing\n  \"kableExtra\"     # Enhances table printing\n))\n
    "},{"location":"chapters/Chapter_04/#44-lets-dive-in","title":"4.4 Let\u2019s Dive In! \ud83c\udf0a","text":""},{"location":"chapters/Chapter_04/#451-the-quarto-workflow","title":"4.5.1 The Quarto Workflow","text":"

    Quarto simplifies document creation through a two-step process:

    1. Code Execution: Your Quarto document (.qmd) is first processed by , which executes the code chunks embedded within the document, producing an intermediate Markdown (.md) file that includes both the original code and its output.
    2. Final Rendering: The Markdown file is then handed over to , which converts it into the final document in the desired output format. This process is highly flexible, supporting a wide array of formats including HTML, PDF, and Word documents.

    [Include a visual diagram of the Quarto workflow here]

    "},{"location":"chapters/Chapter_04/#452-understanding-the-quarto-document","title":"4.5.2 Understanding the Quarto Document","text":"

    Quarto documents bring together code, results, and narrative in a single file, enhancing reproducibility and clarity. Here are the key components:

    1. The YAML Header: At the start of your document, the YAML header specifies important settings for document rendering, such as title, author, output formats, and more. This metadata is crucial for controlling the appearance and behavior of your final document.
    2. Quarto-formatted Text: Narrative text follows Markdown syntax, allowing for straightforward formatting of headers, lists, links, and more. This makes your document both readable and versatile.
    3. R Code Chunks: Enclosed by three backticks (```), code chunks can contain R code (or other supported languages) for executing within your document. These chunks can perform data analysis, visualize results, and more. You can directly copy and paste existing R scripts into these chunks, with Quarto handling the execution and integration of results into the final document.

    Quarto\u2019s flexibility extends to supporting multiple programming languages within the same document, facilitating interdisciplinary collaboration and analysis.

    Example Code:

    # ----read-data----\ncancer_data <- read.csv(\"data/breast-cancer-wisconsin.csv\")\nhead(cancer_data)\ncancer_data$diagnosis <- as.factor(cancer_data$diagnosis)\n
    "},{"location":"chapters/Chapter_04/#453-creating-your-first-quarto-document","title":"4.5.3 Creating Your First Quarto Document","text":"

    Figure A: An example of a Quarto document in RStudio, showcasing integrated code and results.

    To start creating your own Quarto document in RStudio: 1. Go to File > New File > Quarto Document\u2026. 2. Follow the prompts in the wizard to configure your document, choosing from a variety of templates and settings to suit your project\u2019s needs.

    "},{"location":"chapters/Chapter_04/#4531-yaml-header-metadata","title":"4.5.3.1 YAML Header (Metadata)","text":"

    The YAML metadata in a Quarto document is crucial for defining the document\u2019s metadata, which influences its rendering. This metadata includes details like the document\u2019s title, author, desired output format, and other rendering options. It\u2019s encapsulated by three dashes (---) at the top of the document.

    Example YAML Header:

    ---\ntitle: \"Insightful Analysis\"\nauthor: \"Jane Doe\"\nexecute:\n  echo: false\nformat: html\n---\n

    This header sets up the document with a title, an author, specifies that code echoes should be suppressed (echo: false), and designates HTML as the output format.

    "},{"location":"chapters/Chapter_04/#454-rendering-a-qmd-document","title":"4.5.4 Rendering a Qmd Document","text":"

    Rendering a .qmd (Quarto Markdown) document transforms it into a different format like HTML, PDF, or Word. This process compiles your code and applies settings from the document\u2019s YAML header. Before rendering, ensure your document is error-free.

    Steps to Render Your Document:

    1. Save Your Document: Name it my_first_qmd.qmd and save it in an accessible location.

    2. Render: Locate and click the \u201cRender\u201d button in your Quarto editor. This button is often found at the top or bottom of the editor interface.

    FIGURE: ![Insert a screenshot of the \u201cRender\u201d button here.]

    \ud83d\udcdd Exercise: Produce your own Quarto document

    1. Create a new Quarto document in your editor (e.g., RStudio). 2. Add a title and your name as the author in the YAML header. 3. Set the output format to HTML. 4. Render the document.

    \u2705 Solution:

    1. **Create Document**: In RStudio, use `File > New File > Quarto Document`. 2. **Edit YAML Header**: Add `title: \"Your Title\"` and `author: \"Your Name\"`. 3. **Set Output**: Ensure the YAML includes `format: html`. 4. **Render**: Click the \"Render\" button to produce your HTML document. *Insert screenshots demonstrating each step for clarity.*

    Insert screenshots demonstrating each step for clarity.

        To do : *[Provide screenshots of the solution here]* or describe it\n
    "},{"location":"chapters/Chapter_04/#45-writing-quarto-documents","title":"4.5 Writing Quarto Documents","text":""},{"location":"chapters/Chapter_04/#rstudio-visual-editor-simplified-formatting","title":"RStudio Visual Editor: Simplified Formatting","text":"

    The RStudio Visual Editor offers a user-friendly approach to formatting Quarto documents, featuring a rich text interface similar to popular word processors. This guide will help you navigate the essential features of the Visual Editor to enhance your document creation process.

    "},{"location":"chapters/Chapter_04/#activate-visual-mode","title":"Activate Visual Mode","text":"

    To access the Visual Editor, click the \u201cVisual\u201d option at the top-left corner of the toolbar. This action activates a formatting toolbar reminiscent of Google Docs, providing intuitive access to formatting options.

    "},{"location":"chapters/Chapter_04/#switch-between-modes","title":"Switch Between Modes","text":"

    RStudio allows you to toggle between Source and Visual modes effortlessly, enabling you to work with the code directly or through the visual interface without losing your place. This flexibility ensures that you can enjoy the best of both worlds\u2014direct code manipulation and simplified visual editing.

    "},{"location":"chapters/Chapter_04/#writing-text","title":"Writing Text","text":""},{"location":"chapters/Chapter_04/#adding-headings","title":"Adding Headings","text":"

    Headings structure your document and guide your readers through sections. In the Visual Editor, headings can be added directly or through Markdown syntax.

    For keyboard shortcuts to add headings and other formatting, refer to the RStudio editing shortcuts (add link).

    Example:

    # Heading 1\nThis is a sentence with some **bold text**, some *italic text*, and an ![image](image.png).\n
    "},{"location":"chapters/Chapter_04/#creating-bullet-and-numbered-lists","title":"Creating Bullet and Numbered Lists","text":"

    Lists are essential for organizing information in a readable format. Quarto supports both bullet and numbered lists, allowing you to structure your content effectively.

    "},{"location":"chapters/Chapter_04/#bullet-lists","title":"Bullet Lists","text":"

    To create a bullet list, start each item with a -, *, or +, followed by a space. This simple syntax transforms plain text into an organized list.

    Example:

    - Item 1\n- Item 2\n  - Subitem 2.1\n  - Subitem 2.2\n- Item 3\n
    "},{"location":"chapters/Chapter_04/#numbered-lists","title":"Numbered Lists","text":"

    For sequences or steps, numbered lists are the go-to. Begin each line with a number, followed by a period and a space. Quarto automatically takes care of the numbering for you, ensuring your list is orderly and sequential.

    1. First step\n2. Second step\n   1. Substep a\n   2. Substep b\n3. Third step\n
    "},{"location":"chapters/Chapter_04/#adding-images","title":"Adding Images","text":"

    Images significantly enhance the visual appeal and clarity of documents. To insert an image in Quarto, use the following syntax:

    ![Alt text for the image](path/to/image.png \"Optional title\")\n
    Browse and Insert: Click on the image icon in the formatting bar, browse your computer to find the image file, and insert it into your Qmd document."},{"location":"chapters/Chapter_04/#adding-links","title":"Adding Links","text":"

    Links are essential for directing your readers to external references or for providing further reading materials. Adding links in Quarto is straightforward with the following Markdown syntax:

    [Link text here](https://www.example.com \"Optional title\")\n

    The text within square brackets [ ] is what your readers will see as clickable text, and the URL within parentheses ( ) is where the link will take them upon clicking. An \u201cOptional title\u201d can also be included within quotes after the URL, which will appear as a tooltip during a mouse hover over the link.

    "},{"location":"chapters/Chapter_04/#creating-tables","title":"Creating Tables","text":"

    Tables in Quarto are created using Markdown syntax. It\u2019s a simple way to organize your data visually. Here\u2019s how you do it:

    | Header 1 | Header 2 | Header 3 |\n|----------|----------|----------|\n| Row 1    | Data     | Data     |\n| Row 2    | Data     | Data     |\n
    This syntax easily organizes your data into a table with three columns. Use | to delineate each column and - to separate the header from the rows."},{"location":"chapters/Chapter_04/#adding-formulas","title":"Adding Formulas","text":"

    Quarto integrates LaTeX support, enabling the addition of mathematical formulas directly within your documents, both inline within text and as standalone block elements.

    "},{"location":"chapters/Chapter_04/#inline-formulas","title":"Inline Formulas","text":"

    For formulas that should appear within your text, use single dollar signs $...$ to enclose the LaTeX code:

    An example of an inline formula is the equation for energy, $E=mc^2$.\n
    $\\frac{n!}{k!(n-k)!} = \\binom{n}{k}$\n
    "},{"location":"chapters/Chapter_04/#5-code-in-quarto-documents","title":"5. Code in Quarto Documents","text":"

    Quarto introduces a unique approach to integrating code within your documents. Unlike traditional code writing that starts directly with code blocks, Quarto emphasizes starting with your narrative - your text. This raises an interesting question: how does Quarto differentiate between narrative text and code without resorting to traditional comment indicators like #?

    "},{"location":"chapters/Chapter_04/#enter-code-chunks","title":"Enter Code Chunks","text":"

    Code chunks are Quarto\u2019s solution to seamlessly weave your narrative with the power of code. Think of code chunks as magical gateways that allow your words to interact with code, creating a dynamic and interactive document. Here\u2019s a closer look at how this works:

    "},{"location":"chapters/Chapter_04/#understanding-knitr","title":"Understanding Knitr","text":"

    Knitr is the engine under the hood of RStudio that brings to life the dynamic features of Quarto documents. It facilitates the inclusion of R code within your Quarto documents, enabling output in various formats such as HTML, Word, PDF, or LaTeX. This tool is pivotal in the practice of Literate Programming, making your analytical work reproducible and transparent.

    "},{"location":"chapters/Chapter_04/#crafting-your-narrative-with-code-chunks","title":"Crafting Your Narrative with Code Chunks","text":""},{"location":"chapters/Chapter_04/#how-to-insert-a-code-chunk","title":"How to Insert a Code Chunk","text":"

    Inserting a code chunk into your Quarto document can be done in several ways, ensuring flexibility in how you compose your document:

    • Use the Insert > Code Chunk option from the RStudio editor\u2019s toolbar for a graphical interface approach.
    • Manually type in the code chunk delimiters: {r} followed by triple backticks (```) to begin, and triple backticks (```) to end the chunk.
    • Remember, if you\u2019re manually typing, ensure you close the chunk with triple backticks.
    • Utilize a quick keyboard shortcut for efficiency: Ctrl + Alt + I on Windows or Cmd + Option + I on Mac.

    # This is an example of a code chunk\ncancer_data <- cancer_data |> select(where(~ all(!is.na(.x))))\nhead(cancer_data)\n
    \ud83d\udcf7 [Include a figure or screenshot showing how to add an R code chunk here]"},{"location":"chapters/Chapter_04/#configuring-code-chunk-options","title":"Configuring Code Chunk Options","text":"

    Quarto provides several options to customize how code chunks behave in your document:

    • include: Should the output be included in the document? Typically set to yes.
    • eval: Should the code be executed? Default is yes, but you can specify particular lines if needed.
    • echo: Do you want to display the code itself in the document? Usually yes.
    • results: Determines if the code\u2019s output should be displayed. Generally yes.
    • warning: Choose whether to show any warnings generated by the code. Often set to yes.
    • message: Decide if messages produced during code execution should be visible. Commonly yes.

    Each of these options can be used by adding them to the first line of your code chunk, within the curly braces. Here\u2019s an example:

    #| echo: false, eval: true\ncancer_data <- cancer_data |> select(where(~ all(!is.na(.x))))\nhead(cancer_data)\n```r\nThis will execute the code without displaying the code chunk itself in the final document but will show the output.\n\n### Naming Your Code Chunk\n\nWhile optional, naming your code chunks can greatly enhance the manageability and referenceability of your document, especially for complex projects:\n\n```markdown\n#| label: my-chunk-name\ncancer_data <- cancer_data |> select(where(~ all(!is.na(.x))))\nhead(cancer_data)\n---\n\nTo label a chunk, use the syntax `#| label: chunk-label`, ensuring each label is unique within your document. Naming a chunk allows you to reference its output elsewhere in your document, making your work more organized and navigable.\n\n### Benefits of Naming Code Chunks\n\nNaming your code chunks provides several advantages:\n\n- **Improved Organization**: It helps in keeping your document structured and organized, making it easier to find specific chunks of code.\n- **Ease of Reference**: Named chunks can be easily referenced in your narrative text or in other code chunks, facilitating cross-referencing within the document.\n- **Better Documentation**: Descriptive names act as comments, explaining the purpose of the code chunk or the type of output it generates.\n\n### How to Reference Named Chunks\n\nYou can reference the output of a named chunk by using its label in cross-references within your Quarto document. This feature is particularly useful for creating dynamic documents where the output of analyses needs to be discussed or compared in the narrative sections.\n\n### Best Practices for Naming Code Chunks\n\nWhen naming your code chunks, consider the following best practices:\n\n- **Be Descriptive**: Choose names that clearly describe the purpose or outcome of the code chunk.\n- **Keep it Short and Simple**: While being descriptive, also try to be concise to keep the readability of the document high.\n- **Use a Consistent Naming Scheme**: This could be based on the type of analysis, data being used, or the output being generated. Consistency helps in quickly understanding the role of different code chunks in your document.\n\n### Example of Naming and Referencing Code Chunks\n\n```markdown\n#| label: data-summary\nsummary(cars)\n

    In the narrative sections of your Quarto document, the ability to reference named code chunks can significantly enhance the clarity and coherence of your explanations. By directly linking to the results or analyses provided by specific chunks, you create a more interactive and connected document. This approach not only improves the flow of your document but also makes it easier for readers to follow your analytical journey.

    "},{"location":"chapters/Chapter_04/#linking-to-named-chunks-in-your-narrative","title":"Linking to Named Chunks in Your Narrative","text":"

    When you want to mention or discuss the output of a code chunk within your narrative, you can refer to it by its label. This method allows you to seamlessly integrate your analytical findings with your textual explanations, making your document more dynamic and informative.

    "},{"location":"chapters/Chapter_04/#example-of-referencing-a-named-chunk","title":"Example of Referencing a Named Chunk","text":"

    Assume you have a code chunk labeled plot-distribution that generates a plot of data distribution. In your narrative, you could refer to this plot like so:

    See the distribution of our data in the \"plot-distribution\" section below\n
    This textual reference guides readers directly to the relevant analysis, enhancing the document\u2019s navigability."},{"location":"chapters/Chapter_04/#integrating-a-bibliography-in-quarto-documents","title":"Integrating a Bibliography in Quarto Documents","text":"

    In Quarto documents, integrating a bibliography allows you to cite sources and references seamlessly within your text, enhancing the credibility and resourcefulness of your work. Quarto supports bibliographies by leveraging the power of R and the Pandoc citation processing system. To include a bibliography in your Quarto document, follow these steps:

    Step 1: Prepare Your Bibliography File First, you\u2019ll need a bibliography file. This file is usually in BibTeX format, a common format for storing reference information. Create a file named references.bib and include your bibliography entries in it. Each entry in the BibTeX file has a specific structure, starting with the type of reference ( @article, @book, etc.), followed by a citation key and the details of the reference.

    @article{Doe2023,\n  title={Title of the Article},\n  author={Doe, John and Roe, Jane},\n  journal={Journal of Important Studies},\n  volume={42},\n  number={1},\n  pages={123-456},\n  year={2023},\n  publisher={Publishing House}\n}\n
    For more details on BibTeX format, visit BibTeX.org.

    Step 2: Include Your Bibliography in the YAML Header In the YAML header of your Quarto document, add a line to specify the bibliography file:

    bibliography: references.bib\n

    Step 3: Cite References in Your Document To cite references within your text, use Pandoc\u2019s citation syntax. Here\u2019s how you can reference the work in your narrative:

    As discussed in the findings of Doe et al. [@Doe2023, p. 123].\n
    The @Doe2023 corresponds to the citation key from your references.bib file.

    Step 4: Choose a Citation Style (Optional) If you want your citations and bibliography to be formatted in a specific style, you can specify a Citation Style Language (CSL) file in the YAML header:

    csl: your-style.csl\n
    There are many CSL files available for different journals and style guides, allowing you to customize how your references are displayed.

    Step 5: Generate Your Document When you render your Quarto document, the system will process the citations and automatically generate a bibliography section at the end of your document, formatted according to your specified style. This process ensures that all cited works are properly referenced, making your document both professional and informative.

    For further details on managing citations within Quarto using the visual editor, refer to the official Quarto documentation on citations.

    "},{"location":"chapters/Chapter_04/#lets-build-a-quarto-paperdocument","title":"Let\u2019s Build a Quarto Paper/Document","text":"

    Before we start, ensure you have downloaded the data.

    "},{"location":"chapters/Chapter_04/#step-0-create-a-yaml-header","title":"Step 0: Create a YAML Header","text":"

    Before we dive into the document\u2019s content, let\u2019s set up the YAML front matter for your document titled \u201cBreast Cancer Data Analysis.\u201d Follow these instructions:

    1. Set the title of the document to \u201cBreast Cancer Data Analysis.\u201d
    2. Specify the author as your research team\u2019s name.
    3. Use the bibliography file named \u201creferences.bib.\u201d
    4. Ensure that the document includes the current date.
    5. Enable a table of contents for the document.
    6. Number the sections in the document.
    7. Choose the Pygments highlight style for code.
    8. Hide code echo during code execution.
    9. For HTML output, enable code folding, code tools, and paged data frame printing.
    10. Specify a preference for a visual editor.

    Fill in the missing information and structure the YAML front matter according to the provided instructions. Once completed, you\u2019ll have a properly configured YAML header for your document, suitable for analysis and presentation.

    Solution: YAML Header 
    ---\ntitle: \"Breast Cancer Data Analysis\"\nauthor: \"Your Research Team's Name\"\nbibliography: references.bib\ndate: \"`r Sys.Date()`\"\ntoc: true\nnumber-sections: true\nhighlight-style: pygments\nexecute:\n  echo: false\nformat:\n  gfm: default\n  html:\n    code-fold: true\n    code-tools: true\n    df-print: paged\neditor: visual\n---\n
    **Figure 2**: how the Quarto HTML document head looks ![Screenshot of my chart](https://github.com/elixir-europe-training/ELIXIR-TrP-LiterateProgrammingR-CodeRep/blob/main/docs/chapters/Figure_CodRep/CodeRep1.png)"},{"location":"chapters/Chapter_04/#step-1-import-required-packages","title":"Step 1: Import Required Packages","text":"

    In this step, create a code chunk that imports the necessary packages: tibble, dplyr, readr, ggplot2, caret, ROCR, and pROC.

    Solution: Import Required Packages (Step 1) 
    # Load the required packages\n# Make sure to install them first if you haven't already\nlibrary(tibble)   # Provides a modern, tidy alternative to data frames.\nlibrary(dplyr)    # Data manipulation.\nlibrary(readr)    # Reading CSV file data.\nlibrary(ggplot2)  # Plotting system.\nlibrary(caret)    # Machine learning.\nlibrary(ROCR)     # Evaluating and visualizing the performance of binary classifiers.\nlibrary(pROC)     # Evaluating and visualizing the performance of binary and multi-class classifiers using ROC analysis.\ntheme_set(theme_bw(12))\nknitr::opts_chunk$set(fig.align = \"center\")\n
    **Figure 3**: how the Quarto HTML importing document looks ![Screenshot of my chart](https://github.com/elixir-europe-training/ELIXIR-TrP-LiterateProgrammingR-CodeRep/blob/main/docs/chapters/Figure_CodRep/CoderRep2.png)"},{"location":"chapters/Chapter_04/#step-2-insert-text-and-code","title":"Step 2: Insert text and code","text":"

    Objective: Integrate the provided text and code into your Quarto document.

    Instructions:

    1. Incorporate the given text and code snippets into the body of your Quarto document.
    2. As you insert key points or emphasize specific terms, utilize Bold, Italic, or any other relevant styles to enhance readability and highlight importance.

    Text: \u201cNow we read the data, available as a local csv file in the relative path (breast-cancer-wisconsin/) below. We use various functions to have a glimpse of its structure and dimensions. We also change the diagnosis variable to a factor.\u201d

    Code: cancer_data <- as_tibble(read.csv(\u201cdata/breast-cancer-wisconsin.csv\u201d)) head(cancer_data) cancer_data\\(diagnosis <- as.factor(cancer_data\\)diagnosis) colnames(cancer_data) dim(cancer_data)

    Text \u201cEchoing the dimensions printed in the output above, this data frame has r nrow(cancer_data) rows and r ncol(cancer_data) columns. Except for the first two columns, the remaining columns are features computed from a digitized image of a fine needle aspirate (FNA) of a breast mass. They describe characteristics of the cell nuclei present in the image.\u201d

    We use the following code to remove columns with missing values (NA), and have a glimpse of the remaining columns again.

    Code cancer_data <- cancer_data |> select(where(~ all(!is.na(.x)))) head(cancer_data)

    Solution: Insert text and code (Step 2) Now we read the data, available as a local csv file in the relative path (`breast-cancer-wisconsin/`) below. We use various functions to have a glimpse of its structure and dimensions. We also change the `diagnosis` variable to a factor. 
    cancer_data <- as_tibble(read.csv(\"data/breast-cancer-wisconsin.csv\"))\nhead(cancer_data)\ncancer_data$diagnosis <- as.factor(cancer_data$diagnosis)\ncolnames(cancer_data)\ndim(cancer_data)\n
    Echoing the dimensions printed in the output above, this data frame has `r nrow(cancer_data)` rows and `r ncol(cancer_data)` columns. Except for the first two columns, the remaining columns are features computed from a digitized image of a fine needle aspirate (FNA) of a breast mass. They describe the characteristics of the cell nuclei present in the image. We use the following code to remove columns with missing values (`NA`), and have a glimpse of the remaining columns again. 
    cancer_data <- cancer_data |> select(where(~ all(!is.na(.x))))\nhead(cancer_data)\n

    ADD SCREENSHOT ON HOW IT LOOK

    "},{"location":"chapters/Chapter_04/#step-3-visualizations-in-quarto-documents","title":"Step 3: Visualizations in Quarto documents","text":"

    TEXT OF THE EXCERCISE

    Solution: Insert text and code (Step 2) ## Basic summaries Using the column `diagnosis` in the data, we count that there are `r sum(cancer_data$diagnosis == \"M\")` Malignant tumours and `r sum(cancer_data$diagnosis == \"B\")` Benign tumours. We can also plot these counts: 
    plot_count(cancer_data)\n
    # Visualisations and tests of three features To understand the data better, it is useful to look at, for each tumour status, the distribution of individual features / variables. As an illustration, we shall look at three of them. ## Histogram & density We first visualise such distributions using histograms and density plots in Figure \\@ref(fig:plot-hist). As the same kind of plot is required, a function is written for convenience. 
    plot_hist_den(\n  cancer_data, var = area_worst, label = \"Area worst\", filename = \"hist_area.png\"\n)\nplot_hist_den(\n  cancer_data, var = fractal_dimension_mean, label = \"Fractal dimension mean\",\n  filename = \"hist_frac.png\"\n)\nplot_hist_den(\n  cancer_data, var = radius_se, label = \"Radius se\", filename = \"hist_radius.png\"\n)\n
    ## Boxplots Another way of visualising the distribution of the three variables above, grouped by the tumuor status, is the box plots in Figure \\@ref(fig:plot-boxplot): 
    plot_boxplot(\n  cancer_data, var = area_worst, label = \"Area worst\", filename = \"boxplot_area.png\"\n)\nplot_boxplot(\n  cancer_data, var = fractal_dimension_mean, label = \"Fractal dimension mean\",\n  filename = \"boxplot_frac.png\"\n)\nplot_boxplot(\n  cancer_data, var = radius_se, label = \"Radius se\", filename = \"boxplot_radius.png\"\n)\n
    "},{"location":"chapters/Chapter_04/#step-4-reporting-tables","title":"Step 4: Reporting tables","text":"Solution: Insert text and code (Step 2) Statistical tests We can perform two-sample *t*-test to find out if there is a significant difference in the distribution of a feature according to the tumour status. 
    area_worst_B <- cancer_data$area_worst[cancer_data$diagnosis == \"B\"]\narea_worst_M <- cancer_data$area_worst[cancer_data$diagnosis == \"M\"]\nttest0 <- t.test(area_worst_B, area_worst_M, var.equal = TRUE)\noptions(scipen = 3, digits = 3)\n
    The $t$-statistic is `r ttest0$statistic` and the $p$-value is `r ttest0$p.value`. We can write a function to carry out the test more systematically: 
    ttest1 <- ttest_var(cancer_data, var = area_worst)\nttest2 <- ttest_var(cancer_data, var = fractal_dimension_mean)\nttest3 <- ttest_var(cancer_data, var = radius_se)\n
    The results are in the following table: | Variable | $t$-statistic | $p$-value | |----------|---------------|-----------| |Area worst|`r ttest1$statistic`| `r ttest1$p.value`| |Fractal dimension mean|`r ttest2$statistic`| `r ttest2$p.value`| |Radius se|`r ttest3$statistic`| `r ttest3$p.value`|"},{"location":"chapters/chapter_01/","title":"1. The concepts and goals of Literate Programming","text":""},{"location":"chapters/chapter_01/#11-what-is-literate-programming","title":"1.1 What is Literate programming?","text":"

    The expression \u201cLiterate programming\u201d was coined in 1984 by the Mathematician, Computer Scientist and Professor Emeritus at Stanford University Donald Knuth.

    It involves an explanation of how a program works in a natural language as opposed to the syntax of a formal programming language (Like R & Python). Another contribution made to this field by Knuth is the TeX mathematical typsetting language that can be used to insert production quality mathematical formulae into documents using panin text ASCII characters - it is used in the freely available LaTeX software.

    Example LaTeX code

    The quadratic formula is $-b \\pm \\sqrt{b^2 - 4ac} \\over 2a$ The quadratic formula is \\({-b \\pm \\sqrt{b^2 - 4ac} \\over 2a}\\)

    "},{"location":"chapters/chapter_01/#12-why-do-we-need-literate-programming","title":"1.2 Why do we need Literate programming?","text":"

    Have you ever considered how a computer \u201creads\u201d its instructions? At the silicon level (Machine code) the language is purely binary numbers i.e. 1s and 0s and comprise of extremely mechanistic operations e.g. roll bits to left. This is not very intuitive to humans so when we write computer programs we tend to write them in high-level languages like R & Python which are a very structured, very natural form of English.

    They are written to be read and understood by Humans. In fact, other programs (interpreters and compilers are necessary for the computer to actually make sense of our code. Since this form of the code is clearly designed to be read by humans, it is emminently sensible to make the logical goals of the program equally readasble by humans.

    Like any other form of scientific communication (Papers, Posters or Lectures) an anlysis script or program is a narration of a scientific story. Use of Literate programming enables us to annotate the programs code with meaningful insights into the assumptions, considerations and decisions involved in the analyssis of the data. Which, in turn, leads to more unerstandable and reproducible research. 

        recur_fact <- function(n) {\n    if(n <= 1) {    \n       return(1) }    \n    else {    \n       return(n * recur_fact(n-1)) }    \n    }    \n    recur_fact(5)\n

    Exercise in Literate Programming thinking

    Above is some example code - try describing what it does and how it is calculated as if you were explaining it to a non-programmer

    Solution

    This is an example of some R code that calculates the factorial of n by the process of recursion such that: \\({n! = n \\times (n-1) \\times \\dots \\times 1}\\)

    (and yes it is possible to write equations in LaTex in some Literate programming documents!)

    "},{"location":"chapters/chapter_01/#13-how-can-we-implement-literate-programming","title":"1.3 How can we implement Literate programming?","text":"

    We could choose to annotate our code in many ways. Programming languages both feature and encourage the use of comments in coding. Whilst these are adequate for discussing the program in terms of the feature-set of the programming language, they are lacking in the ability to provide rich formatted dialogue with emphasus styles such as bold and italics or to incorporate images and diagrams. Similarly, the code and it\u2019s outputs remain distinct and seperate entities.

    So what would help us is a language that can have the code and its outputs embedded in our exposition of the analysis. This should be written in a form aimed at humans not computers and spporting rich formatting similar to a word-processed document.

    In this course, one of the key deliverables is for you to gain familiarity with a language called Markdown. This is a very simple language that enables you to code formatted text using a simple ASCII text editor and in appropriate Integrated Design Environments (IDEs) like PyCharm, Quarto,Jupyter Notebooks and Rstudio allow you to intersperse foramtted text blocks with computer code chunks and practically implement the concept of literate programming.

    Another deliverable of this course will be to also provide an introduction to at least one of these IDEs and how they support you in carrying out literate programming.

    There will be a practical implementation of literate programming where we will transform a plain script into an annotated, rich markdown implementation that retains the functionality of the computational workflow but additionally narrates the concepts of said workflow.

    Ranking desirable features in a Literate Programming tool

    Discuss/Rank these with 1 = most important to 4 = least important: a) Inclusion of program outputs b) Ability to view/edit in any plain text editor c) (Progamming)Language-agnostic d) Ability to be exported to other formats (e.g. PDF, Word & HTML web-pages)

    Solution

    The point of this exercise was to get you to think about the benefits of a Literate Programming tool. In fact, all of these are pretty important (Especially with respec t to reproducibility). As you proceed through the course, please assess what we teach you with respect to the features mentioned in this question.

    "},{"location":"chapters/chapter_02/","title":"2. The Literate Programming Approach: A Primer","text":""},{"location":"chapters/chapter_02/#21-introduction","title":"2.1 Introduction","text":"

    This chapter is a gentle introduction to the literate programming approach, with the following learning outcomes:

    • Understand why the old, manual approach of analysis and reporting does not facilitate reproducibility
    • Learn the key concepts of literate programming
    • Appreciate the usefulness of literate programming
    • Familiarise with (the names of) the components covered in the next few chapters
    "},{"location":"chapters/chapter_02/#22-the-old-workflow","title":"2.2 The Old Workflow","text":"

    To begin with, let me ask you a couple of questions:

    1. How do you usually organise your scripts and files when you conduct research?
    2. What is your workflow of creating a deliverable (report, presentation slides, etc.) from these scripts?
    "},{"location":"chapters/chapter_02/#221-example-structure","title":"2.2.1 Example structure","text":"

    You may have the following files in a folder:

    #> |--- data\n#> |    |--- breast-cancer-wisconsin.csv\n#> |\n#> |--- analysis.R\n#> |--- histogram.jpg\n#> |--- correlation.png\n#> |--- report.tex\n#> |--- report.log\n#> |--- references.bib\n

    They can be put into the following groups:

    1. data (.csv)
    2. programming scripts (.R)
    3. image files (.png, .jpg, etc.)
    4. plain text files (.tex)
    5. auxiliary files (.bib, .log, subfolders)

    While you may not have come across with files with extension .tex, you are likely to have worked with .txt files, which are also plain text files without any text formatting.

    "},{"location":"chapters/chapter_02/#222-example-workflow","title":"2.2.2 Example workflow","text":"

    These steps are usually followed:

    1. run the programming scripts in an Integrated Development Environment (IDE),
    2. save the required plots to the image files,
    3. edit the plain text files (writing the explanatory text and inserting numbers and tables manually), and
    4. generate the report or the slides you want.

    If you are working with others, you may be collaborating through a tool such as Overleaf, and this means an extra step of uploading the files before the final step. Done and dusted.

    "},{"location":"chapters/chapter_02/#223-changing-the-data-analysis","title":"2.2.3 Changing the data / analysis","text":"

    Now, it is common that the analysis changes direction as you go along, and/or that the data is updated. What do you do when that happens? You re-run the scripts, save the image files, (optionally) upload them, and generate the deliverable again. And this is usually done multiple times and in an iterative fashion. One or more of the following scenarios eventually happens:

    1. You have changed the analysis and edited the programming scripts on your computer, but have not updated the results (plots, numbers, tables) in the plain text files. When you revisit the deliverable after some time, the results reported do not match what you get from running the scripts.
    2. You have decided to change the analysis to a previous direction, but because the scripts have been updated, you cannot revert exactly to what you want.
    3. To avoid the above scenario, you create a new set of programming scripts every time you change the analysis. Eventually it becomes difficult to find the right version (again).

    If you feel dissatisfied with this workflow, you will benefit from this training programme. You will be able to adopt a more efficient workflow that not only generates a deliverable with reproducible results, but also keeps track of the versions of the files so there won\u2019t be anything like presentation-final-final-02.pdf.

    "},{"location":"chapters/chapter_02/#23-literate-programming","title":"2.3 Literate Programming","text":"

    Practically, literate programming (almost) means merging the .R and .tex files in the old workflow. Let\u2019s start with a snippet of an R script:

    cancer_data <- read.csv(\"data/breast-cancer-wisconsin.csv\") # load the data\nhead(cancer_data) # print the first few lines\ndim(cancer_data) # the dimensions\ncolnames(cancer_data) # column names\n

    It is an acceptable practice to comment the code so others, including your future self, will understand the analysis. However, the comments make the code more difficult to read as the analysis expands, and it is better to have the code and the text that explains the analysis (called the prose hereafter) in separate sections, but still in the same file. This is the essence of literate programming.

    "},{"location":"chapters/chapter_02/#231-first-pass","title":"2.3.1 First pass","text":"

    Let\u2019s try to separate the code and prose in the same file in the most naive way, without thinking about what format it is yet:

    We first load the Wisconsin breast cancer data:\ncancer_data <- read.csv(\"data/breast-cancer-wisconsin.csv\")\nThen we print the first few lines, the dimensions and the column names:\nhead(cancer_data)\ndim(cancer_data)\ncolnames(cancer_data)\n

    Excercise

    Can you think of any potential problems with this piece of code?

    Solution

    Here are some potential problems we can think of (you may have similar):

    1. How does someone else tell the code from the data?
    2. This piece of code cannot be run as running the prose will return errors. Then what good does it do to me?
    "},{"location":"chapters/chapter_02/#232-second-pass","title":"2.3.2 Second pass","text":"

    It is the worst of both worlds if neither a human nor a machine can understand the lines. Fortunately, standards and syntaxes have been created to make literate programming possible. This is how such a script looks like:

    We first load the Wisconsin breast cancer data: \n\n```{r}\ncancer_data <- read.csv(\"data/breast-cancer-wisconsin.csv\")\n```\n\nThen we print the first few lines, the dimensions and the column names:\n\n```{r}\nhead(cancer_data)\ndim(cancer_data)\ncolnames(cancer_data)\n```\n

    Notice the extra lines that begin with triple backticks, which separate the prose from the code. We shall call any R code, together with the preceding line (triple backticks and {r}) and succeeding line (triple backticks) a code chunk. Code chunks will be an important concept throughout.

    "},{"location":"chapters/chapter_02/#233-self-contained-file","title":"2.3.3 Self-contained file","text":"

    What you have seen above is just a snippet. A self-contained file will look like this: 

    ---\ntitle: \"Analysis of Wisconson Breast Cancer Data\"\ndate: \"2023-06-06\"\nauthor: \"CodeRep Literate Programming Team\"\noutput: pdf_document\n---\n\nWe first load the Wisconsin breast cancer data: \n\n```{r}\ncancer_data <- read.csv(\"data/breast-cancer-wisconsin.csv\")\n```\n\nThen we print the first few lines, the dimensions and the column names:\n\n```{r}\nhead(cancer_data)\ndim(cancer_data)\ncolnames(cancer_data)\n```\n
    "},{"location":"chapters/chapter_02/#234-the-components","title":"2.3.4 The components","text":"

    This hybrid format starts to get confusing, as you may wonder what all those triple dashes, triple backticks, lines at the top etc. do. This is a good point to preview the next few chapters:

    1. The syntax of the file, barring the code chunks, is in Markdown, which will be introduced in next chapter. If you have used LaTeX to write documents, Markdown is a similar (yet simpler) typesetting system. As we will see, it has a gentler learning curve and more functionality to offer.
    2. At the top, between the two lines of triple dashes, those few lines are what we called YAML. If you look it up on Wikipedia, you might not find the definition of YAML very useful. However, it is an integral part of Markdown, as it makes the deliverable look how you want it. An equivalent in LaTeX is the preamble before \\begin{document}.
    3. The file format is called Quarto (Chapter 4), which facilitates the interweaving of code chunks and prose. When you save the file, the file extension is .qmd.
    "},{"location":"chapters/chapter_02/#24-unleashing-the-powers-of-quarto-and-markdown","title":"2.4 Unleashing the Powers of Quarto and Markdown","text":"

    You will find that we have gone quite far if you compare the first R code snippet and the self-contained file, which we will name wisconsin.qmd. But fundamental questions remain: Why should you bother? How does literate programming resolve the issues we mentioned?

    "},{"location":"chapters/chapter_02/#241-reproducibility","title":"2.4.1 Reproducibility","text":"

    This is one of the biggest selling points of literate programming. As we will see in coming chapters, how the self-contained file is written allows results to be generated on the fly when you generate the deliverable.

    Exercise

    What good does generating the results on the fly practically do? In other words, how has the workflow changed for the better?

    Solution

    Here are a few changes that would occur to the workflow:

    1. You do not need to run analysis.R first to save histogram.jpg and correlation.png, before generating the deliverable in report.tex. You just make any necessary changes in wisconsin.qmd.
    2. The same goes for numbers and tables. You do not need to pre-compute say the \\(t\\)-statistic, manually input in report.tex, and then generate the deliverable. Again, just edit wisconsin.qmd.
    3. Your collaborator sends you a new set of data with more rows? No problem, the dimensions (dim(cancer_data)) and everything else will be updated.

    The answers to the question above are what reproducibility is about.

    "},{"location":"chapters/chapter_02/#242-version-control-and-more","title":"2.4.2 Version control, and more","text":"

    Reproducibility is greatly enhanced if you combine literate programming with version control. Essentially, you track the changes made to wisconsin.qmd and all the other files (but pherhaps not in the same way word processing systems track changes in word documents), so the safety net of previous versions is always there for you to fall back in case mistakes are made in your analysis. Practically and more importantly, you will not need to duplicate files and name them wisconsin-draft.qmd, wisconsin-draft-02.qmd, wisconsin-final.qmd, wisconsin-final-final.qmd. You will learn more in the module on version control.

    There is more that needs to be done to complete reproducibility i.e. your analysis can be full reproduced on someone else\u2019s computer, without the need of ever say \u201cbut it worked on my computer yesterday\u201d. This is where documentation, software testing, CI/CD, and containers come in.

    "},{"location":"chapters/chapter_02/#243-same-script-multiple-formats","title":"2.4.3 Same script, multiple formats","text":"

    The whole system of Quarto and Markdown allows us to generate deliverables in multiple formats. Usually it involves (almost) changing nothing in the .qmd file. You have created some slides in pdf and want to convert them to html so that you can host them on your website? There\u2019s no need for conversion, you can generate the html slides directly. You have written a pdf document and need to change it to word document (e.g. for some collaborators who work with word documents exclusively) and html page (e.g. for accessibility reasons)? No problem, just focus on writing the content, Quarto and Markdown will take care of the formats for you, once you specify what you want (this is, as you will learn, where YAML comes in).

    "},{"location":"chapters/chapter_02/#244-testament","title":"2.4.4 Testament","text":"

    You may already notice the self-referentiality of these materials - yes, they have been written using the literate programming approach. And what is the syntax in which they are written? Markdown. And are they version controlled? Absolutely yes. Once you have understood enough, you can even look at the files for generating these materials. I hope that will convince you to start adopting these practices.

    "},{"location":"chapters/chapter_02/#25-summary","title":"2.5 Summary","text":"
    • To put it simply, in literate programming, we put the code and the prose that explains the code in the same file.
    • The code and the prose are formatted differently so that computers (and users) can tell them apart.
    • Practising literate programming in this way facilitates reproducibility, and enables other steps in the complete workflow.
    • Markdown and Quarto are two important components in literate programming.
    • The literate programming workflow is summarised below:
    Figure 2.1 The workflow of literate programming. The steps will be covered in detail in the next two chapters."},{"location":"chapters/chapter_02/#26-still-confused","title":"2.6 Still confused?","text":"

    One major obstacle with learning literate programming, and the rest of this training programme is that the sheer amount of technical terms aka jargons confuses a researcher who codes but is not primarily in the field of computing and statistics. Here is a glossary that contains the terms that you might have come across with. If this looks Greek to you, don\u2019t worry, come back to this after you have covered the next two chapters.

    • RStudio: Some poeple equate RStudio (the IDE) with R (the programming language), because they have been using RStudio the whole time to code in R, even though such equivalence is technically inaccurate. They cannot be blamed, however, because RStudio is arguably the best IDE for R, and there is growing support for other languages such as Julia, Python, C++, etc. And yes, you can write Quarto and Markdown documents in RStudio. The company that created RStudio has recently been renamed Posit, as the IDE becomes more agnostic on the programming language.
    • Rmarkdown: The predecessor of Quarto, and essentially R + Markdown. There is another slightly inaccurate equivalence between Markdown and Rmarkdown. In short, an Markdown document is also an Rmarkdown document, but the converse is not true.
    • pandoc: The description on its official page cannot be more precise: it is a universal document converter. This is the magic that creates the deliverable in multiple formats. You do not need to know how to work with pandoc directly, because RStudio takes care of it in the background.
    "},{"location":"chapters/chapter_03/","title":"3. Writing prose for Literate Programming with Markdown: an Introduction","text":"

    Learning Outcomes:

    • Understand that markdown is a text formatting language
    • Understand why markdown is useful for literate programming
    • Learn basic of markdown that can be applied for literate programming
    "},{"location":"chapters/chapter_03/#31-what-is-markdown","title":"3.1 What is Markdown?","text":"

    Markdown is a simple markup language created by John Gruber in 2004. As a markup language, Markdown, allows you to format plain text to enhance presentation and readability of your text. From a technical perspective, Markdown is two things: (i) a syntax or grammar for formatting plain text files and; (2) a software tool that converts plain text files to HTML. As a software Markdown is free and platform independent, meaning it can br run any device using any operating system.

    When using Markdown you annotate your text with chracters, such as *s or #s, to achieve a desired formatting effect on that text (e.g. make a heading). In this sense it is different from WYSIWYG editors like Microsoft Word where you use buttons, keystrokes and mouse strokes to acheive a desired effect. Also, unlike WYSIWYG editors, you won\u2019t see the fruit of your formatting labours without an additional step of rendering your plain text file or notebook document into an HTML or other document format (these days some IDE\u2019s, e.g. the visual markdown editor in RStudio, support WYSIWYG rendering of Markdown in real time).

    "},{"location":"chapters/chapter_03/#32-why-markdown-for-literate-programming","title":"3.2 Why Markdown for Literate Programming?","text":"

    Recall that for literate programming, the narrative, rather than code, is the key focus, hence relevant and appropriate formatting of your text (e.g. using bold or italic font or incorporating images) is essential for other humans (perhaps your colleagues) to make sense of and engage with your code or analysis. Hence, literate programming involves mixing your code (written in Python,R etc.) with a document formatting or typesetting language to format your expositry narrative. HTML and LaTeX are two popular markup languages utilized for document formatting in literate programming for scientific research. However, unlike these other markup langguages, Markdown is simple and lightweight. This means you can focus on constructing engaging and efficient narrative without kicking a fuss over what code or tag is required to make your text appear, for e.g., in bold or italic font. Compared to other markup languages, you can learn Markdown quickly and hence focus more on your content writing.

    Figure 3.1 displays a comparison of the code require to format plain text into bold, italic or both in LaTex versus Markdown. From the code below it showed be obvious how the markdown syntax is much simpler than LaTeX (or indeed other markup languages). Additionally, withouth even rendering the markdown annotated text, it remains easily readable by humans. More complex formatting like generating tables, inserting images, requires even more complex code in markup languages like LaTex or HTML, but remains simple in Markdown as you will see in the next section. This simplicity of Markdown means there is little overhead in learning the document formatting language for literate programming, freeing your mind to focus on your content.

    Figure 3.1 Comparing markup syntax of Latex verus Markdown. Code for either markup language is highlighted in yellow. On rendering either document, the markedup text should display in bold, italics or both.

    Markdown\u2019s growing popularity as the document formatting language of choice in literate programming needs is reflected in the availability of markdown support (in many cases right out of the box without any additional installation!) for popular IDEs and notebook formats such as RStudio, VS Code, Jupyter Notebooksand even GitHub (a code hosting platform for colloboration and version control - if you are unfamiliar with GitHub, don\u2019t worry, this will be covered in a following course).

    Basic Markdown vs. Markdown Extensions

    Markdown\u2019s simplicity comes at a cost: there are only a limited amount of formatting effects available to you in basic or vanilla Markdown. However, many applications supporting Markdown e.g. Jupyter Notebooks, R/RStudio, GitHub etc. provide thier own extensions of Markdown syntax which let you do more complex formatting with the simplicity of Markdown-like syntax. Additionally, if your needs ever grow, worry not, tools like pandoc allow you to mix more flexible formatting languages such as LaTeX and/or HTML with Markdown allowing you to format your text to your heart\u2019s desire.

    "},{"location":"chapters/chapter_03/#33-how-to-use-markdown","title":"3.3 How to use Markdown","text":"

    It\u2019s time to get our hands dirty and start getting some practise in how to use Markdown to format our text. For the examples and exercises that follow, you will need to implement markdown in RStudio/Quarto. Latest versions of RStudio come pre-installed with Quarto.

    In Rstudio you can do this as follows:

    1. Go to the File menu, select New file, theb select Quarto Document\u2026, alternatively you also use the new file button to do the same, and this is what is done in the video below. This will open up a dialog box with several options. Leave everything as default but uncheck the use visual markdown editor option. Feel free to add a Title and Author in the relevant fields, then hit the create button.
    2. This will open a new Quarto Document in RStudio\u2019s source editor (this where you normally write your R scripts). You can then add your text and markdown annotation in the body of the document. The body of the document referes to any space below the text between the --- at the top. This latter section is called the YAML and controls how the document will look when rendered. You can just ignore the YAML for now, we\u2019ll talk more about this in the (next lesson)[../Chapter_04]. Note that RStudio will automatically generate some standard text, code and markdown to give you flavour of this literate programming document works. Optional: delete everything in the body of the file making sure not to delete the YAML.
    3. After adding your text and markdown annotation to the document hit the render button to generate an HTML document (default). If you haven\u2019t yet saved your document, RStudio will ask you save the document before rendering. Once saved, RStudio will generate an HTML docuement that shows your text but formatted according to any markdown code. The next time you make a cahnge to your Quarto Document and hit render, RStudio will automatically save the changes to your Quarto document before rendering.

    Rendering Markdown without a rendering step

    Since 2021 RStudio now has also has a visual markdown editor that renders your markdown formatting live as you type it in the Quarto document.

    "},{"location":"chapters/chapter_03/#331-formatting-text","title":"3.3.1 Formatting text","text":"

    You should have already seen examples of how to italicise or embolden you text (and both simulatenously) with markdown. There is other useful markdown sytnax for example for starting a new paragraph, use a blank like to seperate your paragraphs or if you want a monospaced font to represent code in your text, enclose the relevant code in single backticks:`\\`.

    Exercise

    Below is some text produced using markdown formatting. Use your preferred markdown editor, to write markdown annotated text, to achieve the following result:

    The mean() function on line 13 calcualtes the average of the vector.

    Make sure to render your markdown text to make sure it works like you think it should.

    Solution

    The `mean()` function on `line 13` calcualtes the **average** of the vector.

    As mentioned in Section 3.2, Markdown\u2019s simplicity comes at a cost. Not all formatting elements are natively represented in markdown. Depending on your application an extended syntax for Markdown may exist (e.g. Rmarkdown, which may offer a solution. In many cases HTML can help you acheive the desired result. Most applications rendering Markdown also support HTML. This does not mean you need to know HTML but you may have to rely on your googling or prompt engineering skills.

    Exercise

    There is no native support for sub- or superscripts in markdown, however HTML tags can do the trick. Use your technical sophistication (googling or otherwise) to write Markdown- (and HTML) formatted text text to achive the following result:

    An example of a subscript is C02. An example of a superscript is 33=27.

    Make sure to rener your markdown text to make sure it works like you think it should.

    Solution

    An example of a subscript is C0<sub>2</sub>. An example of a superscript is 3<sup>3</sup>=27.

    <sub></sub> and <sup></sup> are the HTML tags for subscripts and superscripts respectively. Some Makrdown editos also support encapsulating text in \\^ or \\~ for formattting superscript and subscript. respetively.

    "},{"location":"chapters/chapter_03/#332-adding-headers","title":"3.3.2 Adding Headers","text":"

    Your literate programming document needs to be divided into sections. Perhaps you sub-sections or sub-sub-sections? Markdown provides simple syntax for header formatting that provides 6 levels of headings to fullfill your sub-sectioning needs. To render headers using markdown all you need to do is start a line with a #, followed by a space and then your title, like so:

    Headers

    Markdown:Rendered output:

    #### My Excellent Title

    The number of # controls the size or level of the headers - more means smaller headers.

    Generating Headers of different size

    The following headers have been produced using Markdown. Can you reproduce them using Markdown-formatted text?

    "},{"location":"chapters/chapter_03/#my-excellent-title","title":"My Excellent Title","text":""},{"location":"chapters/chapter_03/#my-smaller-section-title","title":"My smaller section title","text":""},{"location":"chapters/chapter_03/#this-is-my-other-header","title":"This is my other header","text":"Solution

    #### My smaller section title

    ##### This is my _other_ header

    "},{"location":"chapters/chapter_03/#333-making-lists","title":"3.3.3 Making Lists","text":"

    Every now and then, documentation of your code or analysis will need a list. Maybe it is a list of dependencies your colleague s need to run your code or perhaps it a list of genes you need to highlight in your latest gene expression anlaysi. It is easy to generate lists in Markdown. Basic Markdown supports ordered (i.e. numbered) or unordered lists.

    You can make ordered ordered lists by adding line items with numbers followed by periods. The numbers don\u2019t have to be in numerical order, but the list should start with the number one.

    Ordered lists

    Markdown:Rendered output: 
    1. first item\n2. second item\n3. third item\n
    1. first item
    2. second tiem
    3. third item

    You can generate an unordered list, add dashes (-), asterisks (*), or plus signs (+) in front of line items.

    Unordered lists

    Markdown:Rendered output: 
    * first item\n* second item\n* third item\n
    • first item
    • second tiem
    • third item

    Making nested lists

    It is easy to generate nested lists in Markdown. Can you reproduce the following nested list using Markdown-formatted text?

    1. First item
    2. Second item
    3. Third item
      • Indented item A
      • Indented item B
    4. Fourth item
    Solution 
    1. First item\n2. Second item\n3. Third item\n     - Indented item A\n     - Indented item B\n4. Fourth item\n
    "},{"location":"chapters/chapter_03/#334-adding-images-and-links","title":"3.3.4 Adding Images and Links","text":"

    Every now and then you may need to provide a link in your literate document. You can provide links in basic Markdown in two ways. The first one we demonstrate are called _inline_links: here you provide the text of the link in square brackets ([ ]`) and the link itself follows in paranthesis.

    Inline links

    Markdown:Rendered output: 
    [Visit Elixir!](https://elixir-europe.org/)\n

    Visit Elixir!

    The other type of link in basic Markdown is a reference link. In this case the link is to another place in your literate document itself, kind of almost like a citation.

    Reference links

    Markdown:Rendered output: 
    Want to do [Repdroducible Science?][link one]\nHere are some [practical guides][another-link]. \nDon't forget to read [this article][link one] in its entirety. \n\n\n[link one]: https://www.nature.com/articles/s41562-016-0021\n[another-link]: https://ziemann-lab.net/public/5pillars/practical_guides.html\n

    Want to do Repdroducible Science?. Here are some practical guides. Don\u2019t forget to read this article in its entirety.

    The \u201creferences\u201d above are the second set of brackets: link one and another-link. At the bottom of a Markdown document, these brackets are defined as proper with a colon and then links to outside websites. An advantage of the reference link style is that multiple links to the same place only need to be updated once, as you would expect from a citation management software e.g. (Zotero), but as you\u2019ll see later there are better ways to do citations using extended in Markdown. Also note the reference links (the one at the bottom) don\u2019t actually appear in the renderded markdown document above.

    Similar to links you can add images in two ways. Additionally images can be online urls or from your local computer (in which case you need to provide the path to the image on your local computer instead of the url). Similar to links, one way to displayimg images is called inline image link. To generate one if these you add an exclamation mark (!), followed by square brackets ([ ]) that can optional include alt text the image (to make your content more accessible for visually impaired readers) and then finally the link (or path) to the image in parenthesis.

    Inline image links

    Markdown:Rendered output: 
    ![Two happy penguins taking a selfie together in a snowy landscape](https://github.com/allisonhorst/stats-illustrations/blob/main/julie-mine-quarto-keynote/quarto_share.png?raw=true)  \n\n\"Artwork from \"Hello, Quarto\" keynote by Julia Lowndes and Mine \u00c7etinkaya-Rundel, presented at RStudio Conference 2022. Illustrated by Allison Horst.\"\n

    \u201cArtwork from \u201cHello, Quarto\u201d keynote by Julia Lowndes and Mine \u00c7etinkaya-Rundel, presented at RStudio Conference 2022. Illustrated by Allison Horst.\u201d

    You can make reference image links very similar to how you would make inline links. Redoing the inline image link is a reference image link is left as an exercise for the reader.

    "},{"location":"chapters/chapter_03/#335-making-tables","title":"3.3.5 Making Tables","text":"

    At some point in your literate document, you may want to present information in a table. Although basic Markdown does not come with a syntax to make tables, almost all extensions now have a universal syntax to do so.

    To make a table, use three or more hyphens (\u2014) to create each column\u2019s header, and use pipes (|) to separate each column.

    Tables

    Markdown:Rendered output: 

    | Column 1    | Column 2    |\n| ----------- | ----------- |\n| blah        | blah        |\n| blah        | blah        |\n
    Note: the cell widths don\u2019t have to be fixed as above and can vary, yiedling the same output (try it yourself if you don\u2019t believe me) Column 1 Column 2 blah blah blah blah

    Making a two column table

    Can you write the Markdown-formatted text to generate the exact following table (don\u2019t forget the cell alginment)?

    Gene p-value Gene A 0.1 Gene B 0.005 Gene C 0.01 Solution 
    | Gene        | _p-value_ |\n| :----------:| :--------:|\n| Gene A      | 0.1  |\n| Gene B      | 0.005|\n| Gene C      | 0.01 |\n

    Making tables in Markdown\u2026

    Making small tables is simple enough but making larger tables can get painful in markdown. For larger tables in markdon the Markdown Tables Generator is a great tool. Make your table using their graphical interface and then copy the generated Markdown-formatted text into your file. In RStudio you can use the visual editor to do the same, so you don\u2019t even have to leave the warm confines of RStudio.

    "},{"location":"chapters/chapter_03/#336-paragraphs","title":"3.3.6 Paragraphs","text":"

    Formatting paragrahs is simple but perhaps not as intuitive in Markdown. For example, consider the verse below (I got ChatGPT to wax poetic about the graces of Markdown):

    In the realm of code, where words and logic intertwine, There exists a tool, both simple and sublime. Markdown, the poet\u2019s brush, the programmer\u2019s aid, Unveils the advantages of a seamless cascade.

    You may be tempted to think, that way you format a pargraph like this in Markdown would be like so:

    In the realm of code, where words and logic intertwine,\nThere exists a tool, both simple and sublime.\nMarkdown, the poet's brush, the programmer's aid,\nUnveils the advantages of a seamless cascade.\n

    Unfortunately, if you did this the whole verse would come in a single line! Not very fitting for a poem.

    To acheive the desired affect, you can enforce a hard break by inserting a new line between each line of the verse:

    Hard breaks for formatting

    Markdown:Rendered output: 
    In the realm of code, where words and logic intertwine,\n\nThere exists a tool, both simple and sublime.\n\nMarkdown, the poet's brush, the programmer's aid,\n\nUnveils the advantages of a seamless cascade.\n

    In the realm of code, where words and logic intertwine,

    There exists a tool, both simple and sublime.

    Markdown, the poet\u2019s brush, the programmer\u2019s aid,

    Unveils the advantages of a seamless cascade.

    The hard break works but not the formatting is now disconnected between the Markdown document and the rendered output. A more subtle way to achieve this sort of paragraph formatting effect is to use what is called soft break. A soft break involves inserting two blank spaces with the Space key at the end of each line. A soft break acheives the same effect a a hard break but leaves more of a semblance between the text in the Markdown document and the final rendered document. which may be more desirable in several instances.

    Using soft breaks

    Here is the last verse from the ChatGP epic poem about the advanatges of Makrdown for literate progamming:

    So let markdown be your ally, your creative friend, In the realm of literate programming, where wonders never end. For within its simplicity lies a powerful tool, Unleashing the potential of both scholar and fool.

    Use soft breaks in Markdown to recreate the formatted verse above.

    "},{"location":"chapters/chapter_03/#34-summary","title":"3.4 Summary","text":"
    • Markdown is a simple language for formatting text.
    • Markdown is not the only tool for formatting text but it\u2019s easy to learn making it one of the most popular tools for various purposes including Literate Programming.
    • Markdown is supported by many of the popular IDEs including RStudio
    • Although basic Markdown has limited functionality, many extensions, often language-specific, exist to enhance Markdown\u2019s capability.
    "},{"location":"chapters/chapter_05/","title":"5. Conclusion and next steps","text":""},{"location":"chapters/chapter_05/#51-concluding-remarks","title":"5.1 Concluding Remarks","text":"

    Great job in making it to the end of this module! Along the way we hope you haved:

    1. Developed an appreciation for the need and principles of Literate Programming (LP) in research
    2. Acquired some new skills in Markdown and conducting LP using R/RStudio and Quarto

    As with most technical skills, mastery requires practice, practice and more practice. We hope the lessons here have prepared you to adopt an LP approach for your next project!

    For those who want a deeper dive or learn more about a specifc aspect of this course, below is a selection our favourite links on learning Literate Programming, Markdown, and LP with RStudio/Quarto. Additionally, this course is the first part in a multi-series programme on implementing code reproducibility for research. Links and brief descriptions of further course in the series can be found further below.

    "},{"location":"chapters/chapter_05/#52-further-resources-on-literate-programming-with-rstudioquarto","title":"5.2 Further Resources on Literate Programming with RStudio/Quarto","text":"

    Below are some of our favourite links, ranging from from comprehensive references to short tutorials.

    Content Description Link Markdown Essentials This Markdown Guide offers a short and handy reference to the basic syntax or grammar of markdown. https://www.markdownguide.org/basic-syntax/ Markdown Practice Want to practise some more markdown? Try this excellent, standalone Markdown tutorial. https://www.markdowntutorial.com/ Markdown Cheatsheet Because sometimes, a concise cheatsheet is all you need\u2026 https://www.markdownguide.org/cheat-sheet/ RMarkdown Cheatsheet A handy cheatsheet for the R extension for Markdown (RMarkdown) https://shiny.posit.co/r/articles/build/rm-cheatsheet/ RMarkdown Cookbook Complete guide for RMarkdown that can be extended to Quarto documents with slight syntax modifications https://bookdown.org/yihui/rmarkdown-cookbook/ Code chunk options Full list of options (lines that start with #|) you can use for Quarto documents, again with syntax modifications https://yihui.org/knitr/options/"},{"location":"chapters/chapter_05/#53-next-steps-in-code-reproducibility","title":"5.3 Next Steps in Code Reproducibility","text":"
    • Version control : https://elixir-europe-training.github.io/ELIXIR-TrP-VersionControlR-CodeRep/
    • Documentation: https://elixir-europe-training.github.io/ELIXIR-TrP-DocumentationR-CodeRep/
    • Testing: https://elixir-europe-training.github.io/ELIXIR-TrP-TestingR-CodeRep/
    • CI/CD: https://elixir-europe-training.github.io/ELIXIR-TrP-CICD-R-CodeRep/
    • Containers: https://elixir-europe-training.github.io/ELIXIR-TrP-ContainersR-CodeRep/
    "},{"location":"chapters/chapter_05/#54-contributing-to-this-course","title":"5.4 Contributing to this course","text":"

    This course has been developed via a colloboration of researchers, teachers and students. Found a typo? Something missing? Have a suggestion? We welcome further contributions and suggestions from everyone. If you would like to contribtue to course development, have a suggestion or just want more information, go here.

    "},{"location":"chapters/references/","title":"References","text":""},{"location":"chapters/references/#references-go-here","title":"References go here","text":""},{"location":"keywords/","title":"Keywords","text":"

    Here\u2019s a lit of used keywords:

    mkdocs

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+ --nt-group-18-main: #000000; + --nt-group-18-dark: #FFFFFF; + --nt-group-18-light: #000000; + --nt-group-18-main-bg: #607D8B; + --nt-group-18-dark-bg: #34515E; + --nt-group-18-light-bg: #8EACBB +} +.nt-pastello{ + --nt-group-0-main: #000000; + --nt-group-0-dark: #000000; + --nt-group-0-light: #000000; + --nt-group-0-main-bg: #EF9A9A; + --nt-group-0-dark-bg: #BA6B6C; + --nt-group-0-light-bg: #FFCCCB; + --nt-group-1-main: #000000; + --nt-group-1-dark: #000000; + --nt-group-1-light: #000000; + --nt-group-1-main-bg: #F48FB1; + --nt-group-1-dark-bg: #BF5F82; + --nt-group-1-light-bg: #FFC1E3; + --nt-group-2-main: #000000; + --nt-group-2-dark: #000000; + --nt-group-2-light: #000000; + --nt-group-2-main-bg: #CE93D8; + --nt-group-2-dark-bg: #9C64A6; + --nt-group-2-light-bg: #FFC4FF; + --nt-group-3-main: #000000; + --nt-group-3-dark: #000000; + --nt-group-3-light: #000000; + --nt-group-3-main-bg: #B39DDB; + --nt-group-3-dark-bg: #836FA9; + --nt-group-3-light-bg: #E6CEFF; + --nt-group-4-main: #000000; + --nt-group-4-dark: #000000; + --nt-group-4-light: #000000; + --nt-group-4-main-bg: #9FA8DA; + --nt-group-4-dark-bg: #6F79A8; + --nt-group-4-light-bg: #D1D9FF; + --nt-group-5-main: #000000; + --nt-group-5-dark: #000000; + --nt-group-5-light: #000000; + --nt-group-5-main-bg: #90CAF9; + --nt-group-5-dark-bg: #5D99C6; + --nt-group-5-light-bg: #C3FDFF; + --nt-group-6-main: #000000; + --nt-group-6-dark: #000000; + --nt-group-6-light: #000000; + --nt-group-6-main-bg: #81D4FA; + --nt-group-6-dark-bg: #4BA3C7; + --nt-group-6-light-bg: #B6FFFF; + --nt-group-7-main: #000000; + --nt-group-7-dark: #000000; + --nt-group-7-light: #000000; + --nt-group-7-main-bg: #80DEEA; + --nt-group-7-dark-bg: #4BACB8; + --nt-group-7-light-bg: #B4FFFF; + --nt-group-8-main: #000000; + --nt-group-8-dark: #000000; + --nt-group-8-light: #000000; + --nt-group-8-main-bg: #80CBC4; + --nt-group-8-dark-bg: #4F9A94; + --nt-group-8-light-bg: #B2FEF7; + --nt-group-9-main: #000000; + --nt-group-9-dark: #000000; + --nt-group-9-light: #000000; + --nt-group-9-main-bg: #A5D6A7; + --nt-group-9-dark-bg: #75A478; + --nt-group-9-light-bg: #D7FFD9; + --nt-group-10-main: #000000; + --nt-group-10-dark: #000000; + --nt-group-10-light: #000000; + --nt-group-10-main-bg: #C5E1A5; + --nt-group-10-dark-bg: #94AF76; + --nt-group-10-light-bg: #F8FFD7; + --nt-group-11-main: #000000; + --nt-group-11-dark: #000000; + --nt-group-11-light: #000000; + --nt-group-11-main-bg: #E6EE9C; + --nt-group-11-dark-bg: #B3BC6D; + --nt-group-11-light-bg: #FFFFCE; + --nt-group-12-main: #000000; + --nt-group-12-dark: #000000; + --nt-group-12-light: #000000; + --nt-group-12-main-bg: #FFF59D; + --nt-group-12-dark-bg: #CBC26D; + --nt-group-12-light-bg: #FFFFCF; + --nt-group-13-main: #000000; + --nt-group-13-dark: #000000; + --nt-group-13-light: #000000; + --nt-group-13-main-bg: #FFE082; + --nt-group-13-dark-bg: #CAAE53; + --nt-group-13-light-bg: #FFFFB3; + --nt-group-14-main: #000000; + --nt-group-14-dark: #000000; + --nt-group-14-light: #000000; + --nt-group-14-main-bg: #FFCC80; + --nt-group-14-dark-bg: #CA9B52; + --nt-group-14-light-bg: #FFFFB0; + --nt-group-15-main: #000000; + --nt-group-15-dark: #000000; + --nt-group-15-light: #000000; + --nt-group-15-main-bg: #FFAB91; + --nt-group-15-dark-bg: #C97B63; + --nt-group-15-light-bg: #FFDDC1; + --nt-group-16-main: #000000; + --nt-group-16-dark: #000000; + --nt-group-16-light: #000000; + --nt-group-16-main-bg: #BCAAA4; + --nt-group-16-dark-bg: #8C7B75; + --nt-group-16-light-bg: #EFDCD5; + --nt-group-17-main: #000000; + --nt-group-17-dark: #000000; + --nt-group-17-light: #000000; + --nt-group-17-main-bg: #EEEEEE; + --nt-group-17-dark-bg: #BCBCBC; + --nt-group-17-light-bg: #FFFFFF; + --nt-group-18-main: #000000; + --nt-group-18-dark: #000000; + --nt-group-18-light: #000000; + --nt-group-18-main-bg: #B0BEC5; + --nt-group-18-dark-bg: #808E95; + --nt-group-18-light-bg: #E2F1F8 +} +.nt-group-0 .nt-plan-group-summary,.nt-group-0 .nt-timeline-dot{ + color:var(--nt-group-0-dark); + background-color:var(--nt-group-0-dark-bg) +} +.nt-group-0 .period{ + color:var(--nt-group-0-main); + background-color:var(--nt-group-0-main-bg) +} +.nt-group-1 .nt-plan-group-summary,.nt-group-1 .nt-timeline-dot{ + color:var(--nt-group-1-dark); + background-color:var(--nt-group-1-dark-bg) +} +.nt-group-1 .period{ + color:var(--nt-group-1-main); + background-color:var(--nt-group-1-main-bg) +} +.nt-group-2 .nt-plan-group-summary,.nt-group-2 .nt-timeline-dot{ + color:var(--nt-group-2-dark); + background-color:var(--nt-group-2-dark-bg) +} +.nt-group-2 .period{ + color:var(--nt-group-2-main); + background-color:var(--nt-group-2-main-bg) +} +.nt-group-3 .nt-plan-group-summary,.nt-group-3 .nt-timeline-dot{ + color:var(--nt-group-3-dark); + background-color:var(--nt-group-3-dark-bg) +} +.nt-group-3 .period{ + color:var(--nt-group-3-main); + background-color:var(--nt-group-3-main-bg) +} +.nt-group-4 .nt-plan-group-summary,.nt-group-4 .nt-timeline-dot{ + color:var(--nt-group-4-dark); + background-color:var(--nt-group-4-dark-bg) +} +.nt-group-4 .period{ + color:var(--nt-group-4-main); + background-color:var(--nt-group-4-main-bg) +} +.nt-group-5 .nt-plan-group-summary,.nt-group-5 .nt-timeline-dot{ + color:var(--nt-group-5-dark); + background-color:var(--nt-group-5-dark-bg) +} +.nt-group-5 .period{ + color:var(--nt-group-5-main); + background-color:var(--nt-group-5-main-bg) +} +.nt-group-6 .nt-plan-group-summary,.nt-group-6 .nt-timeline-dot{ + color:var(--nt-group-6-dark); + background-color:var(--nt-group-6-dark-bg) +} +.nt-group-6 .period{ + color:var(--nt-group-6-main); + background-color:var(--nt-group-6-main-bg) +} +.nt-group-7 .nt-plan-group-summary,.nt-group-7 .nt-timeline-dot{ + color:var(--nt-group-7-dark); + background-color:var(--nt-group-7-dark-bg) +} +.nt-group-7 .period{ + color:var(--nt-group-7-main); + background-color:var(--nt-group-7-main-bg) +} +.nt-group-8 .nt-plan-group-summary,.nt-group-8 .nt-timeline-dot{ + color:var(--nt-group-8-dark); + background-color:var(--nt-group-8-dark-bg) +} +.nt-group-8 .period{ + color:var(--nt-group-8-main); + background-color:var(--nt-group-8-main-bg) +} +.nt-group-9 .nt-plan-group-summary,.nt-group-9 .nt-timeline-dot{ + color:var(--nt-group-9-dark); + background-color:var(--nt-group-9-dark-bg) +} +.nt-group-9 .period{ + color:var(--nt-group-9-main); + background-color:var(--nt-group-9-main-bg) +} +.nt-group-10 .nt-plan-group-summary,.nt-group-10 .nt-timeline-dot{ + color:var(--nt-group-10-dark); + background-color:var(--nt-group-10-dark-bg) +} +.nt-group-10 .period{ + color:var(--nt-group-10-main); + background-color:var(--nt-group-10-main-bg) +} +.nt-group-11 .nt-plan-group-summary,.nt-group-11 .nt-timeline-dot{ + color:var(--nt-group-11-dark); + background-color:var(--nt-group-11-dark-bg) +} +.nt-group-11 .period{ + color:var(--nt-group-11-main); + background-color:var(--nt-group-11-main-bg) +} +.nt-group-12 .nt-plan-group-summary,.nt-group-12 .nt-timeline-dot{ + color:var(--nt-group-12-dark); + background-color:var(--nt-group-12-dark-bg) +} +.nt-group-12 .period{ + color:var(--nt-group-12-main); + background-color:var(--nt-group-12-main-bg) +} +.nt-group-13 .nt-plan-group-summary,.nt-group-13 .nt-timeline-dot{ + color:var(--nt-group-13-dark); + background-color:var(--nt-group-13-dark-bg) +} +.nt-group-13 .period{ + color:var(--nt-group-13-main); + background-color:var(--nt-group-13-main-bg) +} +.nt-group-14 .nt-plan-group-summary,.nt-group-14 .nt-timeline-dot{ + color:var(--nt-group-14-dark); + background-color:var(--nt-group-14-dark-bg) +} +.nt-group-14 .period{ + color:var(--nt-group-14-main); + background-color:var(--nt-group-14-main-bg) +} +.nt-group-15 .nt-plan-group-summary,.nt-group-15 .nt-timeline-dot{ + color:var(--nt-group-15-dark); + background-color:var(--nt-group-15-dark-bg) +} +.nt-group-15 .period{ + color:var(--nt-group-15-main); + background-color:var(--nt-group-15-main-bg) +} +.nt-group-16 .nt-plan-group-summary,.nt-group-16 .nt-timeline-dot{ + color:var(--nt-group-16-dark); + background-color:var(--nt-group-16-dark-bg) +} +.nt-group-16 .period{ + color:var(--nt-group-16-main); + background-color:var(--nt-group-16-main-bg) +} +.nt-group-17 .nt-plan-group-summary,.nt-group-17 .nt-timeline-dot{ + color:var(--nt-group-17-dark); + background-color:var(--nt-group-17-dark-bg) +} +.nt-group-17 .period{ + color:var(--nt-group-17-main); + background-color:var(--nt-group-17-main-bg) +} +.nt-group-18 .nt-plan-group-summary,.nt-group-18 .nt-timeline-dot{ + color:var(--nt-group-18-dark); + background-color:var(--nt-group-18-dark-bg) +} +.nt-group-18 .period{ + color:var(--nt-group-18-main); + background-color:var(--nt-group-18-main-bg) +} +.nt-error{ + border:2px dashed darkred; + padding:0 1rem; + background:#faf9ba; + color:darkred +} +.nt-timeline{ + margin-top:30px +} +.nt-timeline .nt-timeline-title{ + font-size:1.1rem; + margin-top:0 +} +.nt-timeline .nt-timeline-sub-title{ + margin-top:0 +} +.nt-timeline .nt-timeline-content{ + font-size:.8rem; + border-bottom:2px dashed #ccc; + padding-bottom:1.2rem +} +.nt-timeline.horizontal .nt-timeline-items{ + flex-direction:row; + overflow-x:scroll +} +.nt-timeline.horizontal .nt-timeline-items>div{ + min-width:400px; + margin-right:50px +} +.nt-timeline.horizontal.reverse .nt-timeline-items{ + flex-direction:row-reverse +} +.nt-timeline.horizontal.center .nt-timeline-before{ + background-image:linear-gradient(rgba(252, 70, 107, 0) 0%, rgb(252, 70, 107) 100%); + background-repeat:no-repeat; + background-size:100% 2px; + background-position:0 center +} +.nt-timeline.horizontal.center .nt-timeline-after{ + background-image:linear-gradient(180deg, rgb(252, 70, 107) 0%, rgba(252, 70, 107, 0) 100%); + background-repeat:no-repeat; + background-size:100% 2px; + background-position:0 center +} +.nt-timeline.horizontal.center .nt-timeline-items{ + background-image:radial-gradient(circle, rgb(63, 94, 251) 0%, rgb(252, 70, 107) 100%); + background-repeat:no-repeat; + background-size:100% 2px; + background-position:0 center +} +.nt-timeline.horizontal .nt-timeline-dot{ + left:50% +} +.nt-timeline.horizontal .nt-timeline-dot:not(.bigger){ + top:calc(50% - 4px) +} +.nt-timeline.horizontal .nt-timeline-dot.bigger{ + top:calc(50% - 15px) +} +.nt-timeline.vertical .nt-timeline-items{ + flex-direction:column +} +.nt-timeline.vertical.reverse .nt-timeline-items{ + flex-direction:column-reverse +} +.nt-timeline.vertical.center .nt-timeline-before{ + background:linear-gradient(rgba(252, 70, 107, 0) 0%, rgb(252, 70, 107) 100%) no-repeat center/2px 100% +} +.nt-timeline.vertical.center .nt-timeline-after{ + background:linear-gradient(rgb(252, 70, 107) 0%, rgba(252, 70, 107, 0) 100%) no-repeat center/2px 100% +} +.nt-timeline.vertical.center .nt-timeline-items{ + background:radial-gradient(circle, rgb(63, 94, 251) 0%, rgb(252, 70, 107) 100%) no-repeat center/2px 100% +} +.nt-timeline.vertical.center .nt-timeline-dot{ + left:calc(50% - 10px) +} +.nt-timeline.vertical.center .nt-timeline-dot:not(.bigger){ + top:10px +} +.nt-timeline.vertical.center .nt-timeline-dot.bigger{ + left:calc(50% - 20px) +} +.nt-timeline.vertical.left{ + padding-left:100px +} +.nt-timeline.vertical.left .nt-timeline-item{ + padding-left:70px +} +.nt-timeline.vertical.left .nt-timeline-sub-title{ + left:-100px; + width:100px +} +.nt-timeline.vertical.left .nt-timeline-before{ + background:linear-gradient(rgba(252, 70, 107, 0) 0%, rgb(252, 70, 107) 100%) no-repeat 30px/2px 100% +} +.nt-timeline.vertical.left .nt-timeline-after{ + background:linear-gradient(rgb(252, 70, 107) 0%, rgba(252, 70, 107, 0) 100%) no-repeat 30px/2px 100% +} +.nt-timeline.vertical.left .nt-timeline-items{ + background:radial-gradient(circle, rgb(63, 94, 251) 0%, rgb(252, 70, 107) 100%) no-repeat 30px/2px 100% +} +.nt-timeline.vertical.left .nt-timeline-dot{ + left:21px; + top:8px +} +.nt-timeline.vertical.left .nt-timeline-dot.bigger{ + top:0px; + left:10px +} +.nt-timeline.vertical.right{ + padding-right:100px +} +.nt-timeline.vertical.right .nt-timeline-sub-title{ + right:-100px; + text-align:left; + width:100px +} +.nt-timeline.vertical.right .nt-timeline-item{ + padding-right:70px +} +.nt-timeline.vertical.right .nt-timeline-before{ + background:linear-gradient(rgba(252, 70, 107, 0) 0%, rgb(252, 70, 107) 100%) no-repeat calc(100% - 30px)/2px 100% +} +.nt-timeline.vertical.right .nt-timeline-after{ + background:linear-gradient(rgb(252, 70, 107) 0%, rgba(252, 70, 107, 0) 100%) no-repeat calc(100% - 30px)/2px 100% +} +.nt-timeline.vertical.right .nt-timeline-items{ + background:radial-gradient(circle, rgb(63, 94, 251) 0%, rgb(252, 70, 107) 100%) no-repeat calc(100% - 30px)/2px 100% +} +.nt-timeline.vertical.right .nt-timeline-dot{ + right:21px; + top:8px +} +.nt-timeline.vertical.right .nt-timeline-dot.bigger{ + top:10px; + right:10px +} +.nt-timeline-items{ + display:flex; + position:relative +} +.nt-timeline-items>div{ + min-height:100px; + padding-top:2px; + padding-bottom:20px +} +.nt-timeline-before{ + content:""; + height:15px +} +.nt-timeline-after{ + content:""; + height:60px; + margin-bottom:20px +} +.nt-timeline-sub-title{ + position:absolute; + width:50%; + top:4px; + font-size:18px; + color:var(--nt-color-50) +} +[data-md-color-scheme=slate] .nt-timeline-sub-title{ + color:var(--nt-color-51) +} +.nt-timeline-item{ + position:relative +} +.nt-timeline.vertical.center:not(.alternate) .nt-timeline-item{ + padding-left:calc(50% + 40px) +} +.nt-timeline.vertical.center:not(.alternate) .nt-timeline-item .nt-timeline-sub-title{ + left:0; + padding-right:40px; + text-align:right +} +.nt-timeline.vertical.center.alternate .nt-timeline-item:nth-child(odd){ + padding-left:calc(50% + 40px) +} +.nt-timeline.vertical.center.alternate .nt-timeline-item:nth-child(odd) .nt-timeline-sub-title{ + left:0; + padding-right:40px; + text-align:right +} +.nt-timeline.vertical.center.alternate .nt-timeline-item:nth-child(even){ + text-align:right; + padding-right:calc(50% + 40px) +} +.nt-timeline.vertical.center.alternate .nt-timeline-item:nth-child(even) .nt-timeline-sub-title{ + right:0; + padding-left:40px; + text-align:left +} +.nt-timeline-dot{ + position:relative; + width:20px; + height:20px; + border-radius:100%; + background-color:#fc5b5b; + position:absolute; + top:0px; + z-index:2; + display:flex; + justify-content:center; + align-items:center; + box-shadow:0 2px 1px -1px rgba(0,0,0,.2),0 1px 1px 0 rgba(0,0,0,.14),0 1px 3px 0 rgba(0,0,0,.12); + border:3px solid #fff +} +.nt-timeline-dot:not(.bigger) .icon{ + font-size:10px +} +.nt-timeline-dot.bigger{ + width:40px; + height:40px; + padding:3px +} +.nt-timeline-dot .icon{ + color:#fff +} +@supports not (-moz-appearance: none){ + details .nt-timeline.vertical.center.alternate .nt-timeline-item:nth-child(odd) .nt-timeline-sub-title,details .nt-timeline.vertical.center:not(.alternate) .nt-timeline-item .nt-timeline-sub-title{ + left:-40px + } + details .nt-timeline.vertical.center.alternate .nt-timeline-item:nth-child(even) .nt-timeline-sub-title{ + right:-40px + } + details .nt-timeline.vertical.center .nt-timeline-dot{ + left:calc(50% - 12px) + } + details .nt-timeline-dot.bigger{ + font-size:1rem !important + } +} +.nt-timeline-item:nth-child(0) .nt-timeline-dot{ + background-color:var(--nt-color-0) +} +.nt-timeline-item:nth-child(1) .nt-timeline-dot{ + background-color:var(--nt-color-1) +} +.nt-timeline-item:nth-child(2) .nt-timeline-dot{ + background-color:var(--nt-color-2) +} +.nt-timeline-item:nth-child(3) .nt-timeline-dot{ + background-color:var(--nt-color-3) +} +.nt-timeline-item:nth-child(4) .nt-timeline-dot{ + background-color:var(--nt-color-4) +} +.nt-timeline-item:nth-child(5) .nt-timeline-dot{ + background-color:var(--nt-color-5) +} +.nt-timeline-item:nth-child(6) .nt-timeline-dot{ + background-color:var(--nt-color-6) +} +.nt-timeline-item:nth-child(7) .nt-timeline-dot{ + background-color:var(--nt-color-7) +} +.nt-timeline-item:nth-child(8) .nt-timeline-dot{ + background-color:var(--nt-color-8) +} +.nt-timeline-item:nth-child(9) .nt-timeline-dot{ + background-color:var(--nt-color-9) +} +.nt-timeline-item:nth-child(10) .nt-timeline-dot{ + background-color:var(--nt-color-10) +} +.nt-timeline-item:nth-child(11) .nt-timeline-dot{ + background-color:var(--nt-color-11) +} +.nt-timeline-item:nth-child(12) .nt-timeline-dot{ + background-color:var(--nt-color-12) +} +.nt-timeline-item:nth-child(13) .nt-timeline-dot{ + background-color:var(--nt-color-13) +} +.nt-timeline-item:nth-child(14) .nt-timeline-dot{ + background-color:var(--nt-color-14) +} +.nt-timeline-item:nth-child(15) .nt-timeline-dot{ + background-color:var(--nt-color-15) +} +.nt-timeline-item:nth-child(16) .nt-timeline-dot{ + background-color:var(--nt-color-16) +} +.nt-timeline-item:nth-child(17) .nt-timeline-dot{ + background-color:var(--nt-color-17) +} +.nt-timeline-item:nth-child(18) .nt-timeline-dot{ + background-color:var(--nt-color-18) +} +.nt-timeline-item:nth-child(19) .nt-timeline-dot{ + background-color:var(--nt-color-19) +} +.nt-timeline-item:nth-child(20) .nt-timeline-dot{ + background-color:var(--nt-color-20) +} +:root{ + --nt-scrollbar-color: #2751b0; + --nt-plan-actions-height: 24px; + --nt-units-background: #ff9800; + --nt-months-background: #2751b0; + --nt-plan-vertical-line-color: #a3a3a3ad +} +.nt-pastello{ + --nt-scrollbar-color: #9fb8f4; + --nt-units-background: #f5dc82; + --nt-months-background: #5b7fd1 +} +[data-md-color-scheme=slate]{ + --nt-units-background: #003773 +} +[data-md-color-scheme=slate] .nt-pastello{ + --nt-units-background: #3f4997 +} +.nt-plan-root{ + min-height:200px; + scrollbar-width:20px; + scrollbar-color:var(--nt-scrollbar-color); + display:flex +} +.nt-plan-root ::-webkit-scrollbar{ + width:20px +} +.nt-plan-root ::-webkit-scrollbar-track{ + box-shadow:inset 0 0 5px gray; + border-radius:10px +} +.nt-plan-root ::-webkit-scrollbar-thumb{ + background:var(--nt-scrollbar-color); + border-radius:10px +} +.nt-plan-root .nt-plan{ + flex:80% +} +.nt-plan-root.no-groups .nt-plan-periods{ + padding-left:0 +} +.nt-plan-root.no-groups .nt-plan-group-summary{ + display:none +} +.nt-plan-root .nt-timeline-dot.bigger{ + top:-10px +} +.nt-plan-root .nt-timeline-dot.bigger[title]{ + cursor:help +} +.nt-plan{ + white-space:nowrap; + overflow-x:auto; + display:flex +} +.nt-plan .ug-timeline-dot{ + left:368px; + top:-8px; + cursor:help +} +.months{ + display:flex +} +.month{ + flex:auto; + display:inline-block; + box-shadow:rgba(0,0,0,.2) 0px 3px 1px -2px,rgba(0,0,0,.14) 0px 2px 2px 0px,rgba(0,0,0,.12) 0px 1px 5px 0px inset; + background-color:var(--nt-months-background); + color:#fff; + text-transform:uppercase; + font-family:Roboto,Helvetica,Arial,sans-serif; + padding:2px 5px; + font-size:12px; + border:1px solid #000; + width:150px; + border-radius:8px +} +.nt-plan-group-activities{ + flex:auto; + position:relative +} +.nt-vline{ + border-left:1px dashed var(--nt-plan-vertical-line-color); + height:100%; + left:0; + position:absolute; + margin-left:-0.5px; + top:0; + -webkit-transition:all .5s linear !important; + -moz-transition:all .5s linear !important; + -ms-transition:all .5s linear !important; + -o-transition:all .5s linear !important; + transition:all .5s linear !important; + z-index:-2 +} +.nt-plan-activity{ + display:flex; + margin:2px 0; + background-color:rgba(187,187,187,.2509803922) +} +.actions{ + height:var(--nt-plan-actions-height) +} +.actions{ + position:relative +} +.period{ + display:inline-block; + height:var(--nt-plan-actions-height); + width:120px; + position:absolute; + left:0px; + background:#1da1f2; + border-radius:5px; + transition:all .5s; + cursor:help; + -webkit-transition:width 1s ease-in-out; + -moz-transition:width 1s ease-in-out; + -o-transition:width 1s ease-in-out; + transition:width 1s ease-in-out +} +.period .nt-tooltip{ + display:none; + top:30px; + position:relative; + padding:1rem; + text-align:center; + font-size:12px +} +.period:hover .nt-tooltip{ + display:inline-block +} +.period-0{ + left:340px; + visibility:visible; + background-color:#456165 +} +.period-1{ + left:40px; + visibility:visible; + background-color:green +} +.period-2{ + left:120px; + visibility:visible; + background-color:pink; + width:80px +} +.period-3{ + left:190px; + visibility:visible; + background-color:darkred; + width:150px +} +.weeks>span,.days>span{ + height:25px +} +.weeks>span{ + display:inline-block; + margin:0; + padding:0; + font-weight:bold +} +.weeks>span .week-text{ + font-size:10px; + position:absolute; + display:inline-block; + padding:3px 4px +} +.days{ + z-index:-2; + position:relative +} +.day-text{ + font-size:10px; + position:absolute; + display:inline-block; + padding:3px 4px +} +.period span{ + font-size:12px; + vertical-align:top; + margin-left:4px; + color:#000; + background:rgba(255,255,255,.6588235294); + border-radius:6px; + padding:0 4px +} +.weeks,.days{ + height:20px; + display:flex; + box-sizing:content-box +} +.months{ + display:flex +} +.week,.day{ + height:20px; + position:relative; + border:1; + flex:auto; + border:2px solid #fff; + border-radius:4px; + background-color:var(--nt-units-background); + cursor:help +} +.years{ + display:flex +} +.year{ + text-align:center; + border-right:1px solid var(--nt-plan-vertical-line-color); + font-weight:bold +} +.year:first-child{ + border-left:1px solid var(--nt-plan-vertical-line-color) +} +.year:first-child:last-child{ + width:100% +} +.quarters{ + display:flex +} +.quarter{ + width:12.5%; + text-align:center; + border-right:1px solid var(--nt-plan-vertical-line-color); + font-weight:bold +} +.quarter:first-child{ + border-left:1px solid var(--nt-plan-vertical-line-color) +} +.nt-plan-group{ + margin:20px 0; + position:relative +} +.nt-plan-group{ + display:flex +} +.nt-plan-group-summary{ + background:#2751b0; + width:150px; + white-space:normal; + padding:.1rem .5rem; + border-radius:5px; + color:#fff; + z-index:3 +} +.nt-plan-group-summary p{ + margin:0; + padding:0; + font-size:.6rem; + color:#fff +} +.nt-plan-group-summary,.month,.period,.week,.day,.nt-tooltip{ + border:3px solid #fff; + box-shadow:0 2px 3px -1px rgba(0,0,0,.2),0 3px 3px 0 rgba(0,0,0,.14),0 1px 5px 0 rgba(0,0,0,.12) +} +.nt-plan-periods{ + padding-left:150px +} +.months{ + z-index:2; + position:relative +} +.weeks{ + position:relative; + top:-2px; + z-index:0 +} +.month,.quarter,.year,.week,.day,.nt-tooltip{ + font-family:Roboto,Helvetica,Arial,sans-serif; + box-sizing:border-box +} +.nt-cards.nt-grid{ + display:grid; + grid-auto-columns:1fr; + gap:.5rem; + max-width:100vw; + overflow-x:auto; + padding:1px +} +.nt-cards.nt-grid.cols-1{ + grid-template-columns:repeat(1, 1fr) +} +.nt-cards.nt-grid.cols-2{ + grid-template-columns:repeat(2, 1fr) +} +.nt-cards.nt-grid.cols-3{ + grid-template-columns:repeat(3, 1fr) +} +.nt-cards.nt-grid.cols-4{ + grid-template-columns:repeat(4, 1fr) +} +.nt-cards.nt-grid.cols-5{ + grid-template-columns:repeat(5, 1fr) +} +.nt-cards.nt-grid.cols-6{ + grid-template-columns:repeat(6, 1fr) +} +@media only screen and (max-width: 400px){ + .nt-cards.nt-grid{ + grid-template-columns:repeat(1, 1fr) !important + } +} +.nt-card{ + box-shadow:0 2px 2px 0 rgba(0,0,0,.14),0 3px 1px -2px rgba(0,0,0,.2),0 1px 5px 0 rgba(0,0,0,.12) +} +.nt-card:hover{ + box-shadow:0 2px 2px 0 rgba(0,0,0,.24),0 3px 1px -2px rgba(0,0,0,.3),0 1px 5px 0 rgba(0,0,0,.22) +} +[data-md-color-scheme=slate] .nt-card{ + box-shadow:0 2px 2px 0 rgba(4,40,33,.14),0 3px 1px -2px rgba(40,86,94,.47),0 1px 5px 0 rgba(139,252,255,.64) +} +[data-md-color-scheme=slate] .nt-card:hover{ + box-shadow:0 2px 2px 0 rgba(0,255,206,.14),0 3px 1px -2px rgba(33,156,177,.47),0 1px 5px 0 rgba(96,251,255,.64) +} +.nt-card>a{ + color:var(--md-default-fg-color) +} +.nt-card>a>div{ + cursor:pointer +} +.nt-card{ + padding:5px; + margin-bottom:.5rem +} +.nt-card-title{ + font-size:1rem; + font-weight:bold; + margin:4px 0 8px 0; + line-height:22px +} +.nt-card-content{ + padding:.4rem .8rem .8rem .8rem +} +.nt-card-text{ + font-size:14px; + padding:0; + margin:0 +} +.nt-card .nt-card-image{ + text-align:center; + border-radius:2px; + background-position:center center; + background-size:cover; + background-repeat:no-repeat; + min-height:120px +} +.nt-card .nt-card-image.tags img{ + margin-top:12px +} +.nt-card .nt-card-image img{ + height:105px; + margin-top:5px +} +.nt-card a:hover,.nt-card a:focus{ + color:var(--md-accent-fg-color) +} +.nt-card h2{ + margin:0 +} +.span-table-wrapper table{ + border-collapse:collapse; + margin-bottom:2rem; + border-radius:.1rem +} +.span-table td,.span-table th{ + padding:.2rem; + background-color:var(--md-default-bg-color); + font-size:.64rem; + max-width:100%; + overflow:auto; + touch-action:auto; + border-top:.05rem solid var(--md-typeset-table-color); + padding:.9375em 1.25em; + vertical-align:top +} +.span-table tr:first-child td{ + font-weight:700; + min-width:5rem; + padding:.9375em 1.25em; + vertical-align:top +} +.span-table td:first-child{ + border-left:.05rem solid var(--md-typeset-table-color) +} +.span-table td:last-child{ + border-right:.05rem solid var(--md-typeset-table-color) +} +.span-table tr:last-child{ + border-bottom:.05rem solid var(--md-typeset-table-color) +} +.span-table [colspan],.span-table [rowspan]{ + font-weight:bold; + border:.05rem solid var(--md-typeset-table-color) +} +.span-table tr:not(:first-child):hover td:not([colspan]):not([rowspan]),.span-table td[colspan]:hover,.span-table td[rowspan]:hover{ + background-color:rgba(0,0,0,.035); + box-shadow:0 .05rem 0 var(--md-default-bg-color) inset; + transition:background-color 125ms +} +.nt-contribs{ + margin-top:2rem; + font-size:small; + border-top:1px dotted #d3d3d3; + padding-top:.5rem +} +.nt-contribs .nt-contributors{ + padding-top:.5rem; + display:flex; + flex-wrap:wrap +} +.nt-contribs .nt-contributor{ + background:#d3d3d3; + background-size:cover; + width:40px; + height:40px; + border-radius:100%; + margin:0 6px 6px 0; + cursor:help; + opacity:.7 +} +.nt-contribs .nt-contributor:hover{ + opacity:1 +} +.nt-contribs .nt-initials{ + text-transform:uppercase; + font-size:24px; + text-align:center; + width:40px; + height:40px; + display:inline-block; + vertical-align:middle; + position:relative; + top:2px; + color:inherit; + font-weight:bold +} +.nt-contribs .nt-group-0{ + background-color:var(--nt-color-0) +} +.nt-contribs .nt-group-1{ + background-color:var(--nt-color-1) +} +.nt-contribs .nt-group-2{ + background-color:var(--nt-color-2) +} +.nt-contribs .nt-group-3{ + background-color:var(--nt-color-3) +} +.nt-contribs .nt-group-4{ + background-color:var(--nt-color-4) +} +.nt-contribs .nt-group-5{ + background-color:var(--nt-color-5) +} +.nt-contribs .nt-group-6{ + background-color:var(--nt-color-6) +} +.nt-contribs .nt-group-7{ + color:#000; + background-color:var(--nt-color-7) +} +.nt-contribs .nt-group-8{ + color:#000; + background-color:var(--nt-color-8) +} +.nt-contribs .nt-group-9{ + background-color:var(--nt-color-9) +} +.nt-contribs .nt-group-10{ + background-color:var(--nt-color-10) +} +.nt-contribs .nt-group-11{ + background-color:var(--nt-color-11) +} +.nt-contribs .nt-group-12{ + background-color:var(--nt-color-12) +} +.nt-contribs .nt-group-13{ + background-color:var(--nt-color-13) +} +.nt-contribs .nt-group-14{ + background-color:var(--nt-color-14) +} +.nt-contribs .nt-group-15{ + color:#000; + background-color:var(--nt-color-15) +} +.nt-contribs .nt-group-16{ + background-color:var(--nt-color-16) +} +.nt-contribs .nt-group-17{ + color:#000; + background-color:var(--nt-color-17) +} +.nt-contribs .nt-group-18{ + background-color:var(--nt-color-18) +} +.nt-contribs .nt-group-19{ + background-color:var(--nt-color-19) +} +.nt-contribs .nt-group-20{ + color:#000; + background-color:var(--nt-color-20) +} +.nt-contribs .nt-group-21{ + color:#000; + background-color:var(--nt-color-21) +} +.nt-contribs .nt-group-22{ + color:#000; + background-color:var(--nt-color-22) +} +.nt-contribs .nt-group-23{ + color:#000; + background-color:var(--nt-color-23) +} +.nt-contribs .nt-group-24{ + color:#000; + background-color:var(--nt-color-24) +} +.nt-contribs .nt-group-25{ + color:#000; + background-color:var(--nt-color-25) +} +.nt-contribs .nt-group-26{ + color:#000; + background-color:var(--nt-color-26) +} +.nt-contribs .nt-group-27{ + background-color:var(--nt-color-27) +} +.nt-contribs .nt-group-28{ + color:#000; + background-color:var(--nt-color-28) +} +.nt-contribs .nt-group-29{ + color:#000; + background-color:var(--nt-color-29) +} +.nt-contribs .nt-group-30{ + background-color:var(--nt-color-30) +} +.nt-contribs .nt-group-31{ + background-color:var(--nt-color-31) +} +.nt-contribs .nt-group-32{ + color:#000; + background-color:var(--nt-color-32) +} +.nt-contribs .nt-group-33{ + background-color:var(--nt-color-33) +} +.nt-contribs .nt-group-34{ + background-color:var(--nt-color-34) +} +.nt-contribs .nt-group-35{ + background-color:var(--nt-color-35) +} +.nt-contribs .nt-group-36{ + background-color:var(--nt-color-36) +} +.nt-contribs .nt-group-37{ + background-color:var(--nt-color-37) +} +.nt-contribs .nt-group-38{ + background-color:var(--nt-color-38) +} +.nt-contribs .nt-group-39{ + color:#000; + background-color:var(--nt-color-39) +} +.nt-contribs .nt-group-40{ + color:#000; + background-color:var(--nt-color-40) +} +.nt-contribs .nt-group-41{ + color:#000; + background-color:var(--nt-color-41) +} +.nt-contribs .nt-group-42{ + color:#000; + background-color:var(--nt-color-42) +} +.nt-contribs .nt-group-43{ + color:#000; + background-color:var(--nt-color-43) +} +.nt-contribs .nt-group-44{ + color:#000; + background-color:var(--nt-color-44) +} +.nt-contribs .nt-group-45{ + background-color:var(--nt-color-45) +} +.nt-contribs .nt-group-46{ + color:#000; + background-color:var(--nt-color-46) +} +.nt-contribs .nt-group-47{ + background-color:var(--nt-color-47) +} +.nt-contribs .nt-group-48{ + background-color:var(--nt-color-48) +} +.nt-contribs .nt-group-49{ + background-color:var(--nt-color-49) +}
    +

    Rendering Markdown without a rendering step

    +

    Since 2021 RStudio now has also has a visual markdown editor that renders your markdown formatting live as +you type it in the Quarto document.

    +

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circle{fill:var(--md-mermaid-label-bg-color)}.actor{fill:var(--md-mermaid-sequence-actor-bg-color);stroke:var(--md-mermaid-sequence-actor-border-color)}text.actor>tspan{fill:var(--md-mermaid-sequence-actor-fg-color);font-family:var(--md-mermaid-font-family)}line{stroke:var(--md-mermaid-sequence-actor-line-color)}.actor-man circle,.actor-man line{fill:var(--md-mermaid-sequence-actorman-bg-color);stroke:var(--md-mermaid-sequence-actorman-line-color)}.messageLine0,.messageLine1{stroke:var(--md-mermaid-sequence-message-line-color)}.note{fill:var(--md-mermaid-sequence-note-bg-color);stroke:var(--md-mermaid-sequence-note-border-color)}.loopText,.loopText>tspan,.messageText,.noteText>tspan{stroke:none;font-family:var(--md-mermaid-font-family)!important}.messageText{fill:var(--md-mermaid-sequence-message-fg-color)}.loopText,.loopText>tspan{fill:var(--md-mermaid-sequence-loop-fg-color)}.noteText>tspan{fill:var(--md-mermaid-sequence-note-fg-color)}#arrowhead 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l=P(`label[for="${p.id}"]`);l.replaceChildren(E("a",{href:`#${l.htmlFor}`,tabIndex:-1},...Array.from(l.childNodes))),d(l.firstElementChild,"click").pipe(U(c),g(f=>!(f.metaKey||f.ctrlKey)),y(f=>{f.preventDefault(),f.stopPropagation()})).subscribe(()=>{history.replaceState({},"",`#${l.htmlFor}`),l.click()})}return G("content.tabs.link")&&a.pipe(Le(1),ae(t)).subscribe(([{active:p},{offset:l}])=>{let f=p.innerText.trim();if(p.hasAttribute("data-md-switching"))p.removeAttribute("data-md-switching");else{let u=e.offsetTop-l.y;for(let w of R("[data-tabs]"))for(let A of R(":scope > input",w)){let Z=P(`label[for="${A.id}"]`);if(Z!==p&&Z.innerText.trim()===f){Z.setAttribute("data-md-switching",""),A.click();break}}window.scrollTo({top:e.offsetTop-u});let h=__md_get("__tabs")||[];__md_set("__tabs",[...new Set([f,...h])])}}),a.pipe(U(c)).subscribe(()=>{for(let p of R("audio, video",e))p.pause()}),$a(n).pipe(y(p=>a.next(p)),_(()=>a.complete()),m(p=>F({ref:e},p)))}).pipe(ze(ie))}function 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c=o.pipe(y(()=>a.innerHTML=""),b(({items:l})=>T($(...l.slice(0,10)),$(...l.slice(10)).pipe(Ke(4),jr(n),b(([f])=>f)))),m(hn),le());return c.subscribe(l=>a.appendChild(l)),c.pipe(re(l=>{let f=me("details",l);return typeof f=="undefined"?L:d(f,"toggle").pipe(U(o),m(()=>f))})).subscribe(l=>{l.open===!1&&l.offsetTop<=i.scrollTop&&i.scrollTo({top:l.offsetTop})}),t.pipe(g(fr),m(({data:l})=>l)).pipe(y(l=>o.next(l)),_(()=>o.complete()),m(l=>F({ref:e},l)))}function Qa(e,{query$:t}){return t.pipe(m(({value:r})=>{let o=ve();return o.hash="",r=r.replace(/\s+/g,"+").replace(/&/g,"%26").replace(/=/g,"%3D"),o.search=`q=${r}`,{url:o}}))}function Zn(e,t){let r=new v,o=r.pipe(ee(),oe(!0));return r.subscribe(({url:n})=>{e.setAttribute("data-clipboard-text",e.href),e.href=`${n}`}),d(e,"click").pipe(U(o)).subscribe(n=>n.preventDefault()),Qa(e,t).pipe(y(n=>r.next(n)),_(()=>r.complete()),m(n=>F({ref:e},n)))}function ei(e,{worker$:t,keyboard$:r}){let o=new v,n=Te("search-query"),i=T(d(n,"keydown"),d(n,"focus")).pipe(Oe(ie),m(()=>n.value),Y());return o.pipe(je(i),m(([{suggest:a},c])=>{let p=c.split(/([\s-]+)/);if(a!=null&&a.length&&p[p.length-1]){let l=a[a.length-1];l.startsWith(p[p.length-1])&&(p[p.length-1]=l)}else p.length=0;return p})).subscribe(a=>e.innerHTML=a.join("").replace(/\s/g," ")),r.pipe(g(({mode:a})=>a==="search")).subscribe(a=>{switch(a.type){case"ArrowRight":e.innerText.length&&n.selectionStart===n.value.length&&(n.value=e.innerText);break}}),t.pipe(g(fr),m(({data:a})=>a)).pipe(y(a=>o.next(a)),_(()=>o.complete()),m(()=>({ref:e})))}function ti(e,{index$:t,keyboard$:r}){let o=we();try{let n=Bn(o.search,t),i=Te("search-query",e),s=Te("search-result",e);d(e,"click").pipe(g(({target:c})=>c instanceof Element&&!!c.closest("a"))).subscribe(()=>Be("search",!1)),r.pipe(g(({mode:c})=>c==="search")).subscribe(c=>{let p=Re();switch(c.type){case"Enter":if(p===i){let l=new Map;for(let f of R(":first-child [href]",s)){let 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Q([t,r.pipe(q(ve()),g(o=>!!o.searchParams.get("h")))]).pipe(m(([o,n])=>Yn(o.config)(n.searchParams.get("h"))),m(o=>{var s;let n=new Map,i=document.createNodeIterator(e,NodeFilter.SHOW_TEXT);for(let a=i.nextNode();a;a=i.nextNode())if((s=a.parentElement)!=null&&s.offsetHeight){let c=a.textContent,p=o(c);p.length>c.length&&n.set(a,p)}for(let[a,c]of n){let{childNodes:p}=E("span",null,c);a.replaceWith(...Array.from(p))}return{ref:e,nodes:n}}))}function Ya(e,{viewport$:t,main$:r}){let o=e.closest(".md-grid"),n=o.offsetTop-o.parentElement.offsetTop;return Q([r,t]).pipe(m(([{offset:i,height:s},{offset:{y:a}}])=>(s=s+Math.min(n,Math.max(0,a-i))-n,{height:s,locked:a>=i+n})),Y((i,s)=>i.height===s.height&&i.locked===s.locked))}function Qr(e,o){var n=o,{header$:t}=n,r=to(n,["header$"]);let i=P(".md-sidebar__scrollwrap",e),{y:s}=Ue(i);return H(()=>{let a=new v,c=a.pipe(ee(),oe(!0)),p=a.pipe(Me(0,de));return p.pipe(ae(t)).subscribe({next([{height:l},{height:f}]){i.style.height=`${l-2*s}px`,e.style.top=`${f}px`},complete(){i.style.height="",e.style.top=""}}),p.pipe(He()).subscribe(()=>{for(let l of R(".md-nav__link--active[href]",e)){if(!l.clientHeight)continue;let f=l.closest(".md-sidebar__scrollwrap");if(typeof f!="undefined"){let u=l.offsetTop-f.offsetTop,{height:h}=pe(f);f.scrollTo({top:u-h/2})}}}),fe(R("label[tabindex]",e)).pipe(re(l=>d(l,"click").pipe(Oe(ie),m(()=>l),U(c)))).subscribe(l=>{let f=P(`[id="${l.htmlFor}"]`);P(`[aria-labelledby="${l.id}"]`).setAttribute("aria-expanded",`${f.checked}`)}),Ya(e,r).pipe(y(l=>a.next(l)),_(()=>a.complete()),m(l=>F({ref:e},l)))})}function oi(e,t){if(typeof t!="undefined"){let r=`https://api.github.com/repos/${e}/${t}`;return Lt(De(`${r}/releases/latest`).pipe(he(()=>L),m(o=>({version:o.tag_name})),Qe({})),De(r).pipe(he(()=>L),m(o=>({stars:o.stargazers_count,forks:o.forks_count})),Qe({}))).pipe(m(([o,n])=>F(F({},o),n)))}else{let r=`https://api.github.com/users/${e}`;return De(r).pipe(m(o=>({repositories:o.public_repos})),Qe({}))}}function ni(e,t){let r=`https://${e}/api/v4/projects/${encodeURIComponent(t)}`;return De(r).pipe(he(()=>L),m(({star_count:o,forks_count:n})=>({stars:o,forks:n})),Qe({}))}function ii(e){let t=e.match(/^.+github\.com\/([^/]+)\/?([^/]+)?/i);if(t){let[,r,o]=t;return oi(r,o)}if(t=e.match(/^.+?([^/]*gitlab[^/]+)\/(.+?)\/?$/i),t){let[,r,o]=t;return ni(r,o)}return L}var Ba;function Ga(e){return Ba||(Ba=H(()=>{let t=__md_get("__source",sessionStorage);if(t)return $(t);if(ne("consent").length){let o=__md_get("__consent");if(!(o&&o.github))return L}return ii(e.href).pipe(y(o=>__md_set("__source",o,sessionStorage)))}).pipe(he(()=>L),g(t=>Object.keys(t).length>0),m(t=>({facts:t})),B(1)))}function ai(e){let t=P(":scope > :last-child",e);return H(()=>{let r=new v;return 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tt=Rn(Te("header"),{viewport$:_e}),$t=rt.pipe(m(()=>Te("main")),b(e=>Fn(e,{viewport$:_e,header$:tt})),B(1)),rs=T(...ne("consent").map(e=>fn(e,{target$:wt})),...ne("dialog").map(e=>$n(e,{alert$:Gr})),...ne("header").map(e=>Pn(e,{viewport$:_e,header$:tt,main$:$t})),...ne("palette").map(e=>jn(e)),...ne("progress").map(e=>Un(e,{progress$:Jr})),...ne("search").map(e=>ti(e,{index$:vi,keyboard$:Br})),...ne("source").map(e=>ai(e))),os=H(()=>T(...ne("announce").map(e=>mn(e)),...ne("content").map(e=>Hn(e,{viewport$:_e,target$:wt,print$:bi})),...ne("content").map(e=>G("search.highlight")?ri(e,{index$:vi,location$:Rt}):L),...ne("header-title").map(e=>In(e,{viewport$:_e,header$:tt})),...ne("sidebar").map(e=>e.getAttribute("data-md-type")==="navigation"?Ur(hi,()=>Qr(e,{viewport$:_e,header$:tt,main$:$t})):Ur(ur,()=>Qr(e,{viewport$:_e,header$:tt,main$:$t}))),...ne("tabs").map(e=>si(e,{viewport$:_e,header$:tt})),...ne("toc").map(e=>ci(e,{viewport$:_e,header$:tt,main$:$t,target$:wt})),...ne("top").map(e=>pi(e,{viewport$:_e,header$:tt,main$:$t,target$:wt})))),gi=rt.pipe(b(()=>os),$e(rs),B(1));gi.subscribe();window.document$=rt;window.location$=Rt;window.target$=wt;window.keyboard$=Br;window.viewport$=_e;window.tablet$=ur;window.screen$=hi;window.print$=bi;window.alert$=Gr;window.progress$=Jr;window.component$=gi;})(); 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"src/templates/assets/javascripts/components/source/facts/gitlab/index.ts", "src/templates/assets/javascripts/components/source/facts/_/index.ts", "src/templates/assets/javascripts/components/source/_/index.ts", "src/templates/assets/javascripts/components/tabs/index.ts", "src/templates/assets/javascripts/components/toc/index.ts", "src/templates/assets/javascripts/components/top/index.ts", "src/templates/assets/javascripts/patches/ellipsis/index.ts", "src/templates/assets/javascripts/patches/indeterminate/index.ts", "src/templates/assets/javascripts/patches/scrollfix/index.ts", "src/templates/assets/javascripts/patches/scrolllock/index.ts", "src/templates/assets/javascripts/polyfills/index.ts"], + "sourcesContent": ["(function (global, factory) {\n typeof exports === 'object' && typeof module !== 'undefined' ? factory() :\n typeof define === 'function' && define.amd ? define(factory) :\n (factory());\n}(this, (function () { 'use strict';\n\n /**\n * Applies the :focus-visible polyfill at the given scope.\n * A scope in this case is either the top-level Document or a Shadow Root.\n *\n * @param {(Document|ShadowRoot)} scope\n * @see https://github.com/WICG/focus-visible\n */\n function applyFocusVisiblePolyfill(scope) {\n var hadKeyboardEvent = true;\n var hadFocusVisibleRecently = false;\n var hadFocusVisibleRecentlyTimeout = null;\n\n var inputTypesAllowlist = {\n text: true,\n search: true,\n url: true,\n tel: true,\n email: true,\n password: true,\n number: true,\n date: true,\n month: true,\n week: true,\n time: true,\n datetime: true,\n 'datetime-local': true\n };\n\n /**\n * Helper function for legacy browsers and iframes which sometimes focus\n * elements like document, body, and non-interactive SVG.\n * @param {Element} el\n */\n function isValidFocusTarget(el) {\n if (\n el &&\n el !== document &&\n el.nodeName !== 'HTML' &&\n el.nodeName !== 'BODY' &&\n 'classList' in el &&\n 'contains' in el.classList\n ) {\n return true;\n }\n return false;\n }\n\n /**\n * Computes whether the given element should automatically trigger the\n * `focus-visible` class being added, i.e. whether it should always match\n * `:focus-visible` when focused.\n * @param {Element} el\n * @return {boolean}\n */\n function focusTriggersKeyboardModality(el) {\n var type = el.type;\n var tagName = el.tagName;\n\n if (tagName === 'INPUT' && inputTypesAllowlist[type] && !el.readOnly) {\n return true;\n }\n\n if (tagName === 'TEXTAREA' && !el.readOnly) {\n return true;\n }\n\n if (el.isContentEditable) {\n return true;\n }\n\n return false;\n }\n\n /**\n * Add the `focus-visible` class to the given element if it was not added by\n * the author.\n * @param {Element} el\n */\n function addFocusVisibleClass(el) {\n if (el.classList.contains('focus-visible')) {\n return;\n }\n el.classList.add('focus-visible');\n el.setAttribute('data-focus-visible-added', '');\n }\n\n /**\n * Remove the `focus-visible` class from the given element if it was not\n * originally added by the author.\n * @param {Element} el\n */\n function removeFocusVisibleClass(el) {\n if (!el.hasAttribute('data-focus-visible-added')) {\n return;\n }\n el.classList.remove('focus-visible');\n el.removeAttribute('data-focus-visible-added');\n }\n\n /**\n * If the most recent user interaction was via the keyboard;\n * and the key press did not include a meta, alt/option, or control key;\n * then the modality is keyboard. Otherwise, the modality is not keyboard.\n * Apply `focus-visible` to any current active element and keep track\n * of our keyboard modality state with `hadKeyboardEvent`.\n * @param {KeyboardEvent} e\n */\n function onKeyDown(e) {\n if (e.metaKey || e.altKey || e.ctrlKey) {\n return;\n }\n\n if (isValidFocusTarget(scope.activeElement)) {\n addFocusVisibleClass(scope.activeElement);\n }\n\n hadKeyboardEvent = true;\n }\n\n /**\n * If at any point a user clicks with a pointing device, ensure that we change\n * the modality away from keyboard.\n * This avoids the situation where a user presses a key on an already focused\n * element, and then clicks on a different element, focusing it with a\n * pointing device, while we still think we're in keyboard modality.\n * @param {Event} e\n */\n function onPointerDown(e) {\n hadKeyboardEvent = false;\n }\n\n /**\n * On `focus`, add the `focus-visible` class to the target if:\n * - the target received focus as a result of keyboard navigation, or\n * - the event target is an element that will likely require interaction\n * via the keyboard (e.g. a text box)\n * @param {Event} e\n */\n function onFocus(e) {\n // Prevent IE from focusing the document or HTML element.\n if (!isValidFocusTarget(e.target)) {\n return;\n }\n\n if (hadKeyboardEvent || focusTriggersKeyboardModality(e.target)) {\n addFocusVisibleClass(e.target);\n }\n }\n\n /**\n * On `blur`, remove the `focus-visible` class from the target.\n * @param {Event} e\n */\n function onBlur(e) {\n if (!isValidFocusTarget(e.target)) {\n return;\n }\n\n if (\n e.target.classList.contains('focus-visible') ||\n e.target.hasAttribute('data-focus-visible-added')\n ) {\n // To detect a tab/window switch, we look for a blur event followed\n // rapidly by a visibility change.\n // If we don't see a visibility change within 100ms, it's probably a\n // regular focus change.\n hadFocusVisibleRecently = true;\n window.clearTimeout(hadFocusVisibleRecentlyTimeout);\n hadFocusVisibleRecentlyTimeout = window.setTimeout(function() {\n hadFocusVisibleRecently = false;\n }, 100);\n removeFocusVisibleClass(e.target);\n }\n }\n\n /**\n * If the user changes tabs, keep track of whether or not the previously\n * focused element had .focus-visible.\n * @param {Event} e\n */\n function onVisibilityChange(e) {\n if (document.visibilityState === 'hidden') {\n // If the tab becomes active again, the browser will handle calling focus\n // on the element (Safari actually calls it twice).\n // If this tab change caused a blur on an element with focus-visible,\n // re-apply the class when the user switches back to the tab.\n if (hadFocusVisibleRecently) {\n hadKeyboardEvent = true;\n }\n addInitialPointerMoveListeners();\n }\n }\n\n /**\n * Add a group of listeners to detect usage of any pointing devices.\n * These listeners will be added when the polyfill first loads, and anytime\n * the window is blurred, so that they are active when the window regains\n * focus.\n */\n function addInitialPointerMoveListeners() {\n document.addEventListener('mousemove', onInitialPointerMove);\n document.addEventListener('mousedown', onInitialPointerMove);\n document.addEventListener('mouseup', onInitialPointerMove);\n document.addEventListener('pointermove', onInitialPointerMove);\n document.addEventListener('pointerdown', onInitialPointerMove);\n document.addEventListener('pointerup', onInitialPointerMove);\n document.addEventListener('touchmove', onInitialPointerMove);\n document.addEventListener('touchstart', onInitialPointerMove);\n document.addEventListener('touchend', onInitialPointerMove);\n }\n\n function removeInitialPointerMoveListeners() {\n document.removeEventListener('mousemove', onInitialPointerMove);\n document.removeEventListener('mousedown', onInitialPointerMove);\n document.removeEventListener('mouseup', onInitialPointerMove);\n document.removeEventListener('pointermove', onInitialPointerMove);\n document.removeEventListener('pointerdown', onInitialPointerMove);\n document.removeEventListener('pointerup', onInitialPointerMove);\n document.removeEventListener('touchmove', onInitialPointerMove);\n document.removeEventListener('touchstart', onInitialPointerMove);\n document.removeEventListener('touchend', onInitialPointerMove);\n }\n\n /**\n * When the polfyill first loads, assume the user is in keyboard modality.\n * If any event is received from a pointing device (e.g. mouse, pointer,\n * touch), turn off keyboard modality.\n * This accounts for situations where focus enters the page from the URL bar.\n * @param {Event} e\n */\n function onInitialPointerMove(e) {\n // Work around a Safari quirk that fires a mousemove on whenever the\n // window blurs, even if you're tabbing out of the page. \u00AF\\_(\u30C4)_/\u00AF\n if (e.target.nodeName && e.target.nodeName.toLowerCase() === 'html') {\n return;\n }\n\n hadKeyboardEvent = false;\n removeInitialPointerMoveListeners();\n }\n\n // For some kinds of state, we are interested in changes at the global scope\n // only. For example, global pointer input, global key presses and global\n // visibility change should affect the state at every scope:\n document.addEventListener('keydown', onKeyDown, true);\n document.addEventListener('mousedown', onPointerDown, true);\n document.addEventListener('pointerdown', onPointerDown, true);\n document.addEventListener('touchstart', onPointerDown, true);\n document.addEventListener('visibilitychange', onVisibilityChange, true);\n\n addInitialPointerMoveListeners();\n\n // For focus and blur, we specifically care about state changes in the local\n // scope. This is because focus / blur events that originate from within a\n // shadow root are not re-dispatched from the host element if it was already\n // the active element in its own scope:\n scope.addEventListener('focus', onFocus, true);\n scope.addEventListener('blur', onBlur, true);\n\n // We detect that a node is a ShadowRoot by ensuring that it is a\n // DocumentFragment and also has a host property. This check covers native\n // implementation and polyfill implementation transparently. If we only cared\n // about the native implementation, we could just check if the scope was\n // an instance of a ShadowRoot.\n if (scope.nodeType === Node.DOCUMENT_FRAGMENT_NODE && scope.host) {\n // Since a ShadowRoot is a special kind of DocumentFragment, it does not\n // have a root element to add a class to. So, we add this attribute to the\n // host element instead:\n scope.host.setAttribute('data-js-focus-visible', '');\n } else if (scope.nodeType === Node.DOCUMENT_NODE) {\n document.documentElement.classList.add('js-focus-visible');\n document.documentElement.setAttribute('data-js-focus-visible', '');\n }\n }\n\n // It is important to wrap all references to global window and document in\n // these checks to support server-side rendering use cases\n // @see https://github.com/WICG/focus-visible/issues/199\n if (typeof window !== 'undefined' && typeof document !== 'undefined') {\n // Make the polyfill helper globally available. This can be used as a signal\n // to interested libraries that wish to coordinate with the polyfill for e.g.,\n // applying the polyfill to a shadow root:\n window.applyFocusVisiblePolyfill = applyFocusVisiblePolyfill;\n\n // Notify interested libraries of the polyfill's presence, in case the\n // polyfill was loaded lazily:\n var event;\n\n try {\n event = new CustomEvent('focus-visible-polyfill-ready');\n } catch (error) {\n // IE11 does not support using CustomEvent as a constructor directly:\n event = document.createEvent('CustomEvent');\n event.initCustomEvent('focus-visible-polyfill-ready', false, false, {});\n }\n\n window.dispatchEvent(event);\n }\n\n if (typeof document !== 'undefined') {\n // Apply the polyfill to the global document, so that no JavaScript\n // coordination is required to use the polyfill in the top-level document:\n applyFocusVisiblePolyfill(document);\n }\n\n})));\n", "/*!\n * clipboard.js v2.0.11\n * https://clipboardjs.com/\n *\n * Licensed MIT \u00A9 Zeno Rocha\n */\n(function webpackUniversalModuleDefinition(root, factory) {\n\tif(typeof exports === 'object' && typeof module === 'object')\n\t\tmodule.exports = factory();\n\telse if(typeof define === 'function' && define.amd)\n\t\tdefine([], factory);\n\telse if(typeof exports === 'object')\n\t\texports[\"ClipboardJS\"] = factory();\n\telse\n\t\troot[\"ClipboardJS\"] = factory();\n})(this, function() {\nreturn /******/ (function() { // webpackBootstrap\n/******/ \tvar __webpack_modules__ = ({\n\n/***/ 686:\n/***/ (function(__unused_webpack_module, __webpack_exports__, __webpack_require__) {\n\n\"use strict\";\n\n// EXPORTS\n__webpack_require__.d(__webpack_exports__, {\n \"default\": function() { return /* binding */ clipboard; }\n});\n\n// EXTERNAL MODULE: ./node_modules/tiny-emitter/index.js\nvar tiny_emitter = __webpack_require__(279);\nvar tiny_emitter_default = /*#__PURE__*/__webpack_require__.n(tiny_emitter);\n// EXTERNAL MODULE: ./node_modules/good-listener/src/listen.js\nvar listen = __webpack_require__(370);\nvar listen_default = /*#__PURE__*/__webpack_require__.n(listen);\n// EXTERNAL MODULE: ./node_modules/select/src/select.js\nvar src_select = __webpack_require__(817);\nvar select_default = /*#__PURE__*/__webpack_require__.n(src_select);\n;// CONCATENATED MODULE: ./src/common/command.js\n/**\n * Executes a given operation type.\n * @param {String} type\n * @return {Boolean}\n */\nfunction command(type) {\n try {\n return document.execCommand(type);\n } catch (err) {\n return false;\n }\n}\n;// CONCATENATED MODULE: ./src/actions/cut.js\n\n\n/**\n * Cut action wrapper.\n * @param {String|HTMLElement} target\n * @return {String}\n */\n\nvar ClipboardActionCut = function ClipboardActionCut(target) {\n var selectedText = select_default()(target);\n command('cut');\n return selectedText;\n};\n\n/* harmony default export */ var actions_cut = (ClipboardActionCut);\n;// CONCATENATED MODULE: ./src/common/create-fake-element.js\n/**\n * Creates a fake textarea element with a value.\n * @param {String} value\n * @return {HTMLElement}\n */\nfunction createFakeElement(value) {\n var isRTL = document.documentElement.getAttribute('dir') === 'rtl';\n var fakeElement = document.createElement('textarea'); // Prevent zooming on iOS\n\n fakeElement.style.fontSize = '12pt'; // Reset box model\n\n fakeElement.style.border = '0';\n fakeElement.style.padding = '0';\n fakeElement.style.margin = '0'; // Move element out of screen horizontally\n\n fakeElement.style.position = 'absolute';\n fakeElement.style[isRTL ? 'right' : 'left'] = '-9999px'; // Move element to the same position vertically\n\n var yPosition = window.pageYOffset || document.documentElement.scrollTop;\n fakeElement.style.top = \"\".concat(yPosition, \"px\");\n fakeElement.setAttribute('readonly', '');\n fakeElement.value = value;\n return fakeElement;\n}\n;// CONCATENATED MODULE: ./src/actions/copy.js\n\n\n\n/**\n * Create fake copy action wrapper using a fake element.\n * @param {String} target\n * @param {Object} options\n * @return {String}\n */\n\nvar fakeCopyAction = function fakeCopyAction(value, options) {\n var fakeElement = createFakeElement(value);\n options.container.appendChild(fakeElement);\n var selectedText = select_default()(fakeElement);\n command('copy');\n fakeElement.remove();\n return selectedText;\n};\n/**\n * Copy action wrapper.\n * @param {String|HTMLElement} target\n * @param {Object} options\n * @return {String}\n */\n\n\nvar ClipboardActionCopy = function ClipboardActionCopy(target) {\n var options = arguments.length > 1 && arguments[1] !== undefined ? arguments[1] : {\n container: document.body\n };\n var selectedText = '';\n\n if (typeof target === 'string') {\n selectedText = fakeCopyAction(target, options);\n } else if (target instanceof HTMLInputElement && !['text', 'search', 'url', 'tel', 'password'].includes(target === null || target === void 0 ? void 0 : target.type)) {\n // If input type doesn't support `setSelectionRange`. Simulate it. https://developer.mozilla.org/en-US/docs/Web/API/HTMLInputElement/setSelectionRange\n selectedText = fakeCopyAction(target.value, options);\n } else {\n selectedText = select_default()(target);\n command('copy');\n }\n\n return selectedText;\n};\n\n/* harmony default export */ var actions_copy = (ClipboardActionCopy);\n;// CONCATENATED MODULE: ./src/actions/default.js\nfunction _typeof(obj) { \"@babel/helpers - typeof\"; if (typeof Symbol === \"function\" && typeof Symbol.iterator === \"symbol\") { _typeof = function _typeof(obj) { return typeof obj; }; } else { _typeof = function _typeof(obj) { return obj && typeof Symbol === \"function\" && obj.constructor === Symbol && obj !== Symbol.prototype ? \"symbol\" : typeof obj; }; } return _typeof(obj); }\n\n\n\n/**\n * Inner function which performs selection from either `text` or `target`\n * properties and then executes copy or cut operations.\n * @param {Object} options\n */\n\nvar ClipboardActionDefault = function ClipboardActionDefault() {\n var options = arguments.length > 0 && arguments[0] !== undefined ? arguments[0] : {};\n // Defines base properties passed from constructor.\n var _options$action = options.action,\n action = _options$action === void 0 ? 'copy' : _options$action,\n container = options.container,\n target = options.target,\n text = options.text; // Sets the `action` to be performed which can be either 'copy' or 'cut'.\n\n if (action !== 'copy' && action !== 'cut') {\n throw new Error('Invalid \"action\" value, use either \"copy\" or \"cut\"');\n } // Sets the `target` property using an element that will be have its content copied.\n\n\n if (target !== undefined) {\n if (target && _typeof(target) === 'object' && target.nodeType === 1) {\n if (action === 'copy' && target.hasAttribute('disabled')) {\n throw new Error('Invalid \"target\" attribute. Please use \"readonly\" instead of \"disabled\" attribute');\n }\n\n if (action === 'cut' && (target.hasAttribute('readonly') || target.hasAttribute('disabled'))) {\n throw new Error('Invalid \"target\" attribute. You can\\'t cut text from elements with \"readonly\" or \"disabled\" attributes');\n }\n } else {\n throw new Error('Invalid \"target\" value, use a valid Element');\n }\n } // Define selection strategy based on `text` property.\n\n\n if (text) {\n return actions_copy(text, {\n container: container\n });\n } // Defines which selection strategy based on `target` property.\n\n\n if (target) {\n return action === 'cut' ? actions_cut(target) : actions_copy(target, {\n container: container\n });\n }\n};\n\n/* harmony default export */ var actions_default = (ClipboardActionDefault);\n;// CONCATENATED MODULE: ./src/clipboard.js\nfunction clipboard_typeof(obj) { \"@babel/helpers - typeof\"; if (typeof Symbol === \"function\" && typeof Symbol.iterator === \"symbol\") { clipboard_typeof = function _typeof(obj) { return typeof obj; }; } else { clipboard_typeof = function _typeof(obj) { return obj && typeof Symbol === \"function\" && obj.constructor === Symbol && obj !== Symbol.prototype ? \"symbol\" : typeof obj; }; } return clipboard_typeof(obj); }\n\nfunction _classCallCheck(instance, Constructor) { if (!(instance instanceof Constructor)) { throw new TypeError(\"Cannot call a class as a function\"); } }\n\nfunction _defineProperties(target, props) { for (var i = 0; i < props.length; i++) { var descriptor = props[i]; descriptor.enumerable = descriptor.enumerable || false; descriptor.configurable = true; if (\"value\" in descriptor) descriptor.writable = true; Object.defineProperty(target, descriptor.key, descriptor); } }\n\nfunction _createClass(Constructor, protoProps, staticProps) { if (protoProps) _defineProperties(Constructor.prototype, protoProps); if (staticProps) _defineProperties(Constructor, staticProps); return Constructor; }\n\nfunction _inherits(subClass, superClass) { if (typeof superClass !== \"function\" && superClass !== null) { throw new TypeError(\"Super expression must either be null or a function\"); } subClass.prototype = Object.create(superClass && superClass.prototype, { constructor: { value: subClass, writable: true, configurable: true } }); if (superClass) _setPrototypeOf(subClass, superClass); }\n\nfunction _setPrototypeOf(o, p) { _setPrototypeOf = Object.setPrototypeOf || function _setPrototypeOf(o, p) { o.__proto__ = p; return o; }; return _setPrototypeOf(o, p); }\n\nfunction _createSuper(Derived) { var hasNativeReflectConstruct = _isNativeReflectConstruct(); return function _createSuperInternal() { var Super = _getPrototypeOf(Derived), result; if (hasNativeReflectConstruct) { var NewTarget = _getPrototypeOf(this).constructor; result = Reflect.construct(Super, arguments, NewTarget); } else { result = Super.apply(this, arguments); } return _possibleConstructorReturn(this, result); }; }\n\nfunction _possibleConstructorReturn(self, call) { if (call && (clipboard_typeof(call) === \"object\" || typeof call === \"function\")) { return call; } return _assertThisInitialized(self); }\n\nfunction _assertThisInitialized(self) { if (self === void 0) { throw new ReferenceError(\"this hasn't been initialised - super() hasn't been called\"); } return self; }\n\nfunction _isNativeReflectConstruct() { if (typeof Reflect === \"undefined\" || !Reflect.construct) return false; if (Reflect.construct.sham) return false; if (typeof Proxy === \"function\") return true; try { Date.prototype.toString.call(Reflect.construct(Date, [], function () {})); return true; } catch (e) { return false; } }\n\nfunction _getPrototypeOf(o) { _getPrototypeOf = Object.setPrototypeOf ? Object.getPrototypeOf : function _getPrototypeOf(o) { return o.__proto__ || Object.getPrototypeOf(o); }; return _getPrototypeOf(o); }\n\n\n\n\n\n\n/**\n * Helper function to retrieve attribute value.\n * @param {String} suffix\n * @param {Element} element\n */\n\nfunction getAttributeValue(suffix, element) {\n var attribute = \"data-clipboard-\".concat(suffix);\n\n if (!element.hasAttribute(attribute)) {\n return;\n }\n\n return element.getAttribute(attribute);\n}\n/**\n * Base class which takes one or more elements, adds event listeners to them,\n * and instantiates a new `ClipboardAction` on each click.\n */\n\n\nvar Clipboard = /*#__PURE__*/function (_Emitter) {\n _inherits(Clipboard, _Emitter);\n\n var _super = _createSuper(Clipboard);\n\n /**\n * @param {String|HTMLElement|HTMLCollection|NodeList} trigger\n * @param {Object} options\n */\n function Clipboard(trigger, options) {\n var _this;\n\n _classCallCheck(this, Clipboard);\n\n _this = _super.call(this);\n\n _this.resolveOptions(options);\n\n _this.listenClick(trigger);\n\n return _this;\n }\n /**\n * Defines if attributes would be resolved using internal setter functions\n * or custom functions that were passed in the constructor.\n * @param {Object} options\n */\n\n\n _createClass(Clipboard, [{\n key: \"resolveOptions\",\n value: function resolveOptions() {\n var options = arguments.length > 0 && arguments[0] !== undefined ? arguments[0] : {};\n this.action = typeof options.action === 'function' ? options.action : this.defaultAction;\n this.target = typeof options.target === 'function' ? options.target : this.defaultTarget;\n this.text = typeof options.text === 'function' ? options.text : this.defaultText;\n this.container = clipboard_typeof(options.container) === 'object' ? options.container : document.body;\n }\n /**\n * Adds a click event listener to the passed trigger.\n * @param {String|HTMLElement|HTMLCollection|NodeList} trigger\n */\n\n }, {\n key: \"listenClick\",\n value: function listenClick(trigger) {\n var _this2 = this;\n\n this.listener = listen_default()(trigger, 'click', function (e) {\n return _this2.onClick(e);\n });\n }\n /**\n * Defines a new `ClipboardAction` on each click event.\n * @param {Event} e\n */\n\n }, {\n key: \"onClick\",\n value: function onClick(e) {\n var trigger = e.delegateTarget || e.currentTarget;\n var action = this.action(trigger) || 'copy';\n var text = actions_default({\n action: action,\n container: this.container,\n target: this.target(trigger),\n text: this.text(trigger)\n }); // Fires an event based on the copy operation result.\n\n this.emit(text ? 'success' : 'error', {\n action: action,\n text: text,\n trigger: trigger,\n clearSelection: function clearSelection() {\n if (trigger) {\n trigger.focus();\n }\n\n window.getSelection().removeAllRanges();\n }\n });\n }\n /**\n * Default `action` lookup function.\n * @param {Element} trigger\n */\n\n }, {\n key: \"defaultAction\",\n value: function defaultAction(trigger) {\n return getAttributeValue('action', trigger);\n }\n /**\n * Default `target` lookup function.\n * @param {Element} trigger\n */\n\n }, {\n key: \"defaultTarget\",\n value: function defaultTarget(trigger) {\n var selector = getAttributeValue('target', trigger);\n\n if (selector) {\n return document.querySelector(selector);\n }\n }\n /**\n * Allow fire programmatically a copy action\n * @param {String|HTMLElement} target\n * @param {Object} options\n * @returns Text copied.\n */\n\n }, {\n key: \"defaultText\",\n\n /**\n * Default `text` lookup function.\n * @param {Element} trigger\n */\n value: function defaultText(trigger) {\n return getAttributeValue('text', trigger);\n }\n /**\n * Destroy lifecycle.\n */\n\n }, {\n key: \"destroy\",\n value: function destroy() {\n this.listener.destroy();\n }\n }], [{\n key: \"copy\",\n value: function copy(target) {\n var options = arguments.length > 1 && arguments[1] !== undefined ? arguments[1] : {\n container: document.body\n };\n return actions_copy(target, options);\n }\n /**\n * Allow fire programmatically a cut action\n * @param {String|HTMLElement} target\n * @returns Text cutted.\n */\n\n }, {\n key: \"cut\",\n value: function cut(target) {\n return actions_cut(target);\n }\n /**\n * Returns the support of the given action, or all actions if no action is\n * given.\n * @param {String} [action]\n */\n\n }, {\n key: \"isSupported\",\n value: function isSupported() {\n var action = arguments.length > 0 && arguments[0] !== undefined ? arguments[0] : ['copy', 'cut'];\n var actions = typeof action === 'string' ? [action] : action;\n var support = !!document.queryCommandSupported;\n actions.forEach(function (action) {\n support = support && !!document.queryCommandSupported(action);\n });\n return support;\n }\n }]);\n\n return Clipboard;\n}((tiny_emitter_default()));\n\n/* harmony default export */ var clipboard = (Clipboard);\n\n/***/ }),\n\n/***/ 828:\n/***/ (function(module) {\n\nvar DOCUMENT_NODE_TYPE = 9;\n\n/**\n * A polyfill for Element.matches()\n */\nif (typeof Element !== 'undefined' && !Element.prototype.matches) {\n var proto = Element.prototype;\n\n proto.matches = proto.matchesSelector ||\n proto.mozMatchesSelector ||\n proto.msMatchesSelector ||\n proto.oMatchesSelector ||\n proto.webkitMatchesSelector;\n}\n\n/**\n * Finds the closest parent that matches a selector.\n *\n * @param {Element} element\n * @param {String} selector\n * @return {Function}\n */\nfunction closest (element, selector) {\n while (element && element.nodeType !== DOCUMENT_NODE_TYPE) {\n if (typeof element.matches === 'function' &&\n element.matches(selector)) {\n return element;\n }\n element = element.parentNode;\n }\n}\n\nmodule.exports = closest;\n\n\n/***/ }),\n\n/***/ 438:\n/***/ (function(module, __unused_webpack_exports, __webpack_require__) {\n\nvar closest = __webpack_require__(828);\n\n/**\n * Delegates event to a selector.\n *\n * @param {Element} element\n * @param {String} selector\n * @param {String} type\n * @param {Function} callback\n * @param {Boolean} useCapture\n * @return {Object}\n */\nfunction _delegate(element, selector, type, callback, useCapture) {\n var listenerFn = listener.apply(this, arguments);\n\n element.addEventListener(type, listenerFn, useCapture);\n\n return {\n destroy: function() {\n element.removeEventListener(type, listenerFn, useCapture);\n }\n }\n}\n\n/**\n * Delegates event to a selector.\n *\n * @param {Element|String|Array} [elements]\n * @param {String} selector\n * @param {String} type\n * @param {Function} callback\n * @param {Boolean} useCapture\n * @return {Object}\n */\nfunction delegate(elements, selector, type, callback, useCapture) {\n // Handle the regular Element usage\n if (typeof elements.addEventListener === 'function') {\n return _delegate.apply(null, arguments);\n }\n\n // Handle Element-less usage, it defaults to global delegation\n if (typeof type === 'function') {\n // Use `document` as the first parameter, then apply arguments\n // This is a short way to .unshift `arguments` without running into deoptimizations\n return _delegate.bind(null, document).apply(null, arguments);\n }\n\n // Handle Selector-based usage\n if (typeof elements === 'string') {\n elements = document.querySelectorAll(elements);\n }\n\n // Handle Array-like based usage\n return Array.prototype.map.call(elements, function (element) {\n return _delegate(element, selector, type, callback, useCapture);\n });\n}\n\n/**\n * Finds closest match and invokes callback.\n *\n * @param {Element} element\n * @param {String} selector\n * @param {String} type\n * @param {Function} callback\n * @return {Function}\n */\nfunction listener(element, selector, type, callback) {\n return function(e) {\n e.delegateTarget = closest(e.target, selector);\n\n if (e.delegateTarget) {\n callback.call(element, e);\n }\n }\n}\n\nmodule.exports = delegate;\n\n\n/***/ }),\n\n/***/ 879:\n/***/ (function(__unused_webpack_module, exports) {\n\n/**\n * Check if argument is a HTML element.\n *\n * @param {Object} value\n * @return {Boolean}\n */\nexports.node = function(value) {\n return value !== undefined\n && value instanceof HTMLElement\n && value.nodeType === 1;\n};\n\n/**\n * Check if argument is a list of HTML elements.\n *\n * @param {Object} value\n * @return {Boolean}\n */\nexports.nodeList = function(value) {\n var type = Object.prototype.toString.call(value);\n\n return value !== undefined\n && (type === '[object NodeList]' || type === '[object HTMLCollection]')\n && ('length' in value)\n && (value.length === 0 || exports.node(value[0]));\n};\n\n/**\n * Check if argument is a string.\n *\n * @param {Object} value\n * @return {Boolean}\n */\nexports.string = function(value) {\n return typeof value === 'string'\n || value instanceof String;\n};\n\n/**\n * Check if argument is a function.\n *\n * @param {Object} value\n * @return {Boolean}\n */\nexports.fn = function(value) {\n var type = Object.prototype.toString.call(value);\n\n return type === '[object Function]';\n};\n\n\n/***/ }),\n\n/***/ 370:\n/***/ (function(module, __unused_webpack_exports, __webpack_require__) {\n\nvar is = __webpack_require__(879);\nvar delegate = __webpack_require__(438);\n\n/**\n * Validates all params and calls the right\n * listener function based on its target type.\n *\n * @param {String|HTMLElement|HTMLCollection|NodeList} target\n * @param {String} type\n * @param {Function} callback\n * @return {Object}\n */\nfunction listen(target, type, callback) {\n if (!target && !type && !callback) {\n throw new Error('Missing required arguments');\n }\n\n if (!is.string(type)) {\n throw new TypeError('Second argument must be a String');\n }\n\n if (!is.fn(callback)) {\n throw new TypeError('Third argument must be a Function');\n }\n\n if (is.node(target)) {\n return listenNode(target, type, callback);\n }\n else if (is.nodeList(target)) {\n return listenNodeList(target, type, callback);\n }\n else if (is.string(target)) {\n return listenSelector(target, type, callback);\n }\n else {\n throw new TypeError('First argument must be a String, HTMLElement, HTMLCollection, or NodeList');\n }\n}\n\n/**\n * Adds an event listener to a HTML element\n * and returns a remove listener function.\n *\n * @param {HTMLElement} node\n * @param {String} type\n * @param {Function} callback\n * @return {Object}\n */\nfunction listenNode(node, type, callback) {\n node.addEventListener(type, callback);\n\n return {\n destroy: function() {\n node.removeEventListener(type, callback);\n }\n }\n}\n\n/**\n * Add an event listener to a list of HTML elements\n * and returns a remove listener function.\n *\n * @param {NodeList|HTMLCollection} nodeList\n * @param {String} type\n * @param {Function} callback\n * @return {Object}\n */\nfunction listenNodeList(nodeList, type, callback) {\n Array.prototype.forEach.call(nodeList, function(node) {\n node.addEventListener(type, callback);\n });\n\n return {\n destroy: function() {\n Array.prototype.forEach.call(nodeList, function(node) {\n node.removeEventListener(type, callback);\n });\n }\n }\n}\n\n/**\n * Add an event listener to a selector\n * and returns a remove listener function.\n *\n * @param {String} selector\n * @param {String} type\n * @param {Function} callback\n * @return {Object}\n */\nfunction listenSelector(selector, type, callback) {\n return delegate(document.body, selector, type, callback);\n}\n\nmodule.exports = listen;\n\n\n/***/ }),\n\n/***/ 817:\n/***/ (function(module) {\n\nfunction select(element) {\n var selectedText;\n\n if (element.nodeName === 'SELECT') {\n element.focus();\n\n selectedText = element.value;\n }\n else if (element.nodeName === 'INPUT' || element.nodeName === 'TEXTAREA') {\n var isReadOnly = element.hasAttribute('readonly');\n\n if (!isReadOnly) {\n element.setAttribute('readonly', '');\n }\n\n element.select();\n element.setSelectionRange(0, element.value.length);\n\n if (!isReadOnly) {\n element.removeAttribute('readonly');\n }\n\n selectedText = element.value;\n }\n else {\n if (element.hasAttribute('contenteditable')) {\n element.focus();\n }\n\n var selection = window.getSelection();\n var range = document.createRange();\n\n range.selectNodeContents(element);\n selection.removeAllRanges();\n selection.addRange(range);\n\n selectedText = selection.toString();\n }\n\n return selectedText;\n}\n\nmodule.exports = select;\n\n\n/***/ }),\n\n/***/ 279:\n/***/ (function(module) {\n\nfunction E () {\n // Keep this empty so it's easier to inherit from\n // (via https://github.com/lipsmack from https://github.com/scottcorgan/tiny-emitter/issues/3)\n}\n\nE.prototype = {\n on: function (name, callback, ctx) {\n var e = this.e || (this.e = {});\n\n (e[name] || (e[name] = [])).push({\n fn: callback,\n ctx: ctx\n });\n\n return this;\n },\n\n once: function (name, callback, ctx) {\n var self = this;\n function listener () {\n self.off(name, listener);\n callback.apply(ctx, arguments);\n };\n\n listener._ = callback\n return this.on(name, listener, ctx);\n },\n\n emit: function (name) {\n var data = [].slice.call(arguments, 1);\n var evtArr = ((this.e || (this.e = {}))[name] || []).slice();\n var i = 0;\n var len = evtArr.length;\n\n for (i; i < len; i++) {\n evtArr[i].fn.apply(evtArr[i].ctx, data);\n }\n\n return this;\n },\n\n off: function (name, callback) {\n var e = this.e || (this.e = {});\n var evts = e[name];\n var liveEvents = [];\n\n if (evts && callback) {\n for (var i = 0, len = evts.length; i < len; i++) {\n if (evts[i].fn !== callback && evts[i].fn._ !== callback)\n liveEvents.push(evts[i]);\n }\n }\n\n // Remove event from queue to prevent memory leak\n // Suggested by https://github.com/lazd\n // Ref: https://github.com/scottcorgan/tiny-emitter/commit/c6ebfaa9bc973b33d110a84a307742b7cf94c953#commitcomment-5024910\n\n (liveEvents.length)\n ? e[name] = liveEvents\n : delete e[name];\n\n return this;\n }\n};\n\nmodule.exports = E;\nmodule.exports.TinyEmitter = E;\n\n\n/***/ })\n\n/******/ \t});\n/************************************************************************/\n/******/ \t// The module cache\n/******/ \tvar __webpack_module_cache__ = {};\n/******/ \t\n/******/ \t// The require function\n/******/ \tfunction __webpack_require__(moduleId) {\n/******/ \t\t// Check if module is in cache\n/******/ \t\tif(__webpack_module_cache__[moduleId]) {\n/******/ \t\t\treturn __webpack_module_cache__[moduleId].exports;\n/******/ \t\t}\n/******/ \t\t// Create a new module (and put it into the cache)\n/******/ \t\tvar module = __webpack_module_cache__[moduleId] = {\n/******/ \t\t\t// no module.id needed\n/******/ \t\t\t// no module.loaded needed\n/******/ \t\t\texports: {}\n/******/ \t\t};\n/******/ \t\n/******/ \t\t// Execute the module function\n/******/ \t\t__webpack_modules__[moduleId](module, module.exports, __webpack_require__);\n/******/ \t\n/******/ \t\t// Return the exports of the module\n/******/ \t\treturn module.exports;\n/******/ \t}\n/******/ \t\n/************************************************************************/\n/******/ \t/* webpack/runtime/compat get default export */\n/******/ \t!function() {\n/******/ \t\t// getDefaultExport function for compatibility with non-harmony modules\n/******/ \t\t__webpack_require__.n = function(module) {\n/******/ \t\t\tvar getter = module && module.__esModule ?\n/******/ \t\t\t\tfunction() { return module['default']; } :\n/******/ \t\t\t\tfunction() { return module; };\n/******/ \t\t\t__webpack_require__.d(getter, { a: getter });\n/******/ \t\t\treturn getter;\n/******/ \t\t};\n/******/ \t}();\n/******/ \t\n/******/ \t/* webpack/runtime/define property getters */\n/******/ \t!function() {\n/******/ \t\t// define getter functions for harmony exports\n/******/ \t\t__webpack_require__.d = function(exports, definition) {\n/******/ \t\t\tfor(var key in definition) {\n/******/ \t\t\t\tif(__webpack_require__.o(definition, key) && !__webpack_require__.o(exports, key)) {\n/******/ \t\t\t\t\tObject.defineProperty(exports, key, { enumerable: true, get: definition[key] });\n/******/ \t\t\t\t}\n/******/ \t\t\t}\n/******/ \t\t};\n/******/ \t}();\n/******/ \t\n/******/ \t/* webpack/runtime/hasOwnProperty shorthand */\n/******/ \t!function() {\n/******/ \t\t__webpack_require__.o = function(obj, prop) { return Object.prototype.hasOwnProperty.call(obj, prop); }\n/******/ \t}();\n/******/ \t\n/************************************************************************/\n/******/ \t// module exports must be returned from runtime so entry inlining is disabled\n/******/ \t// startup\n/******/ \t// Load entry module and return exports\n/******/ \treturn __webpack_require__(686);\n/******/ })()\n.default;\n});", "/*!\n * escape-html\n * Copyright(c) 2012-2013 TJ Holowaychuk\n * Copyright(c) 2015 Andreas Lubbe\n * Copyright(c) 2015 Tiancheng \"Timothy\" Gu\n * MIT Licensed\n */\n\n'use strict';\n\n/**\n * Module variables.\n * @private\n */\n\nvar matchHtmlRegExp = /[\"'&<>]/;\n\n/**\n * Module exports.\n * @public\n */\n\nmodule.exports = escapeHtml;\n\n/**\n * Escape special characters in the given string of html.\n *\n * @param {string} string The string to escape for inserting into HTML\n * @return {string}\n * @public\n */\n\nfunction escapeHtml(string) {\n var str = '' + string;\n var match = matchHtmlRegExp.exec(str);\n\n if (!match) {\n return str;\n }\n\n var escape;\n var html = '';\n var index = 0;\n var lastIndex = 0;\n\n for (index = match.index; index < str.length; index++) {\n switch (str.charCodeAt(index)) {\n case 34: // \"\n escape = '"';\n break;\n case 38: // &\n escape = '&';\n break;\n case 39: // '\n escape = ''';\n break;\n case 60: // <\n escape = '<';\n break;\n case 62: // >\n escape = '>';\n break;\n default:\n continue;\n }\n\n if (lastIndex !== index) {\n html += str.substring(lastIndex, index);\n }\n\n lastIndex = index + 1;\n html += escape;\n }\n\n return lastIndex !== index\n ? html + str.substring(lastIndex, index)\n : html;\n}\n", "/*\n * Copyright (c) 2016-2024 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport \"focus-visible\"\n\nimport {\n EMPTY,\n NEVER,\n Observable,\n Subject,\n defer,\n delay,\n filter,\n map,\n merge,\n mergeWith,\n shareReplay,\n switchMap\n} from \"rxjs\"\n\nimport { configuration, feature } from \"./_\"\nimport {\n at,\n getActiveElement,\n getOptionalElement,\n requestJSON,\n setLocation,\n setToggle,\n watchDocument,\n watchKeyboard,\n watchLocation,\n watchLocationTarget,\n watchMedia,\n watchPrint,\n watchScript,\n watchViewport\n} from \"./browser\"\nimport {\n getComponentElement,\n getComponentElements,\n mountAnnounce,\n mountBackToTop,\n mountConsent,\n mountContent,\n mountDialog,\n mountHeader,\n mountHeaderTitle,\n mountPalette,\n mountProgress,\n mountSearch,\n mountSearchHiglight,\n mountSidebar,\n mountSource,\n mountTableOfContents,\n mountTabs,\n watchHeader,\n watchMain\n} from \"./components\"\nimport {\n SearchIndex,\n setupClipboardJS,\n setupInstantNavigation,\n setupVersionSelector\n} from \"./integrations\"\nimport {\n patchEllipsis,\n patchIndeterminate,\n patchScrollfix,\n patchScrolllock\n} from \"./patches\"\nimport \"./polyfills\"\n\n/* ----------------------------------------------------------------------------\n * Functions - @todo refactor\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch search index\n *\n * @returns Search index observable\n */\nfunction fetchSearchIndex(): Observable {\n if (location.protocol === \"file:\") {\n return watchScript(\n `${new URL(\"search/search_index.js\", config.base)}`\n )\n .pipe(\n // @ts-ignore - @todo fix typings\n map(() => __index),\n shareReplay(1)\n )\n } else {\n return requestJSON(\n new URL(\"search/search_index.json\", config.base)\n )\n }\n}\n\n/* ----------------------------------------------------------------------------\n * Application\n * ------------------------------------------------------------------------- */\n\n/* Yay, JavaScript is available */\ndocument.documentElement.classList.remove(\"no-js\")\ndocument.documentElement.classList.add(\"js\")\n\n/* Set up navigation observables and subjects */\nconst document$ = watchDocument()\nconst location$ = watchLocation()\nconst target$ = watchLocationTarget(location$)\nconst keyboard$ = watchKeyboard()\n\n/* Set up media observables */\nconst viewport$ = watchViewport()\nconst tablet$ = watchMedia(\"(min-width: 960px)\")\nconst screen$ = watchMedia(\"(min-width: 1220px)\")\nconst print$ = watchPrint()\n\n/* Retrieve search index, if search is enabled */\nconst config = configuration()\nconst index$ = document.forms.namedItem(\"search\")\n ? fetchSearchIndex()\n : NEVER\n\n/* Set up Clipboard.js integration */\nconst alert$ = new Subject()\nsetupClipboardJS({ alert$ })\n\n/* Set up progress indicator */\nconst progress$ = new Subject()\n\n/* Set up instant navigation, if enabled */\nif (feature(\"navigation.instant\"))\n setupInstantNavigation({ location$, viewport$, progress$ })\n .subscribe(document$)\n\n/* Set up version selector */\nif (config.version?.provider === \"mike\")\n setupVersionSelector({ document$ })\n\n/* Always close drawer and search on navigation */\nmerge(location$, target$)\n .pipe(\n delay(125)\n )\n .subscribe(() => {\n setToggle(\"drawer\", false)\n setToggle(\"search\", false)\n })\n\n/* Set up global keyboard handlers */\nkeyboard$\n .pipe(\n filter(({ mode }) => mode === \"global\")\n )\n .subscribe(key => {\n switch (key.type) {\n\n /* Go to previous page */\n case \"p\":\n case \",\":\n const prev = getOptionalElement(\"link[rel=prev]\")\n if (typeof prev !== \"undefined\")\n setLocation(prev)\n break\n\n /* Go to next page */\n case \"n\":\n case \".\":\n const next = getOptionalElement(\"link[rel=next]\")\n if (typeof next !== \"undefined\")\n setLocation(next)\n break\n\n /* Expand navigation, see https://bit.ly/3ZjG5io */\n case \"Enter\":\n const active = getActiveElement()\n if (active instanceof HTMLLabelElement)\n active.click()\n }\n })\n\n/* Set up patches */\npatchEllipsis({ document$ })\npatchIndeterminate({ document$, tablet$ })\npatchScrollfix({ document$ })\npatchScrolllock({ viewport$, tablet$ })\n\n/* Set up header and main area observable */\nconst header$ = watchHeader(getComponentElement(\"header\"), { viewport$ })\nconst main$ = document$\n .pipe(\n map(() => getComponentElement(\"main\")),\n switchMap(el => watchMain(el, { viewport$, header$ })),\n shareReplay(1)\n )\n\n/* Set up control component observables */\nconst control$ = merge(\n\n /* Consent */\n ...getComponentElements(\"consent\")\n .map(el => mountConsent(el, { target$ })),\n\n /* Dialog */\n ...getComponentElements(\"dialog\")\n .map(el => mountDialog(el, { alert$ })),\n\n /* Header */\n ...getComponentElements(\"header\")\n .map(el => mountHeader(el, { viewport$, header$, main$ })),\n\n /* Color palette */\n ...getComponentElements(\"palette\")\n .map(el => mountPalette(el)),\n\n /* Progress bar */\n ...getComponentElements(\"progress\")\n .map(el => mountProgress(el, { progress$ })),\n\n /* Search */\n ...getComponentElements(\"search\")\n .map(el => mountSearch(el, { index$, keyboard$ })),\n\n /* Repository information */\n ...getComponentElements(\"source\")\n .map(el => mountSource(el))\n)\n\n/* Set up content component observables */\nconst content$ = defer(() => merge(\n\n /* Announcement bar */\n ...getComponentElements(\"announce\")\n .map(el => mountAnnounce(el)),\n\n /* Content */\n ...getComponentElements(\"content\")\n .map(el => mountContent(el, { viewport$, target$, print$ })),\n\n /* Search highlighting */\n ...getComponentElements(\"content\")\n .map(el => feature(\"search.highlight\")\n ? mountSearchHiglight(el, { index$, location$ })\n : EMPTY\n ),\n\n /* Header title */\n ...getComponentElements(\"header-title\")\n .map(el => mountHeaderTitle(el, { viewport$, header$ })),\n\n /* Sidebar */\n ...getComponentElements(\"sidebar\")\n .map(el => el.getAttribute(\"data-md-type\") === \"navigation\"\n ? at(screen$, () => mountSidebar(el, { viewport$, header$, main$ }))\n : at(tablet$, () => mountSidebar(el, { viewport$, header$, main$ }))\n ),\n\n /* Navigation tabs */\n ...getComponentElements(\"tabs\")\n .map(el => mountTabs(el, { viewport$, header$ })),\n\n /* Table of contents */\n ...getComponentElements(\"toc\")\n .map(el => mountTableOfContents(el, {\n viewport$, header$, main$, target$\n })),\n\n /* Back-to-top button */\n ...getComponentElements(\"top\")\n .map(el => mountBackToTop(el, { viewport$, header$, main$, target$ }))\n))\n\n/* Set up component observables */\nconst component$ = document$\n .pipe(\n switchMap(() => content$),\n mergeWith(control$),\n shareReplay(1)\n )\n\n/* Subscribe to all components */\ncomponent$.subscribe()\n\n/* ----------------------------------------------------------------------------\n * Exports\n * ------------------------------------------------------------------------- */\n\nwindow.document$ = document$ /* Document observable */\nwindow.location$ = location$ /* Location subject */\nwindow.target$ = target$ /* Location target observable */\nwindow.keyboard$ = keyboard$ /* Keyboard observable */\nwindow.viewport$ = viewport$ /* Viewport observable */\nwindow.tablet$ = tablet$ /* Media tablet observable */\nwindow.screen$ = screen$ /* Media screen observable */\nwindow.print$ = print$ /* Media print observable */\nwindow.alert$ = alert$ /* Alert subject */\nwindow.progress$ = progress$ /* Progress indicator subject */\nwindow.component$ = component$ /* Component observable */\n", "/*! *****************************************************************************\r\nCopyright (c) Microsoft Corporation.\r\n\r\nPermission to use, copy, modify, and/or distribute this software for any\r\npurpose with or without fee is hereby granted.\r\n\r\nTHE SOFTWARE IS PROVIDED \"AS IS\" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH\r\nREGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY\r\nAND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT,\r\nINDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM\r\nLOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR\r\nOTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR\r\nPERFORMANCE OF THIS SOFTWARE.\r\n***************************************************************************** */\r\n/* global Reflect, Promise */\r\n\r\nvar extendStatics = function(d, b) {\r\n extendStatics = Object.setPrototypeOf ||\r\n ({ __proto__: [] } instanceof Array && function (d, b) { d.__proto__ = b; }) ||\r\n function (d, b) { for (var p in b) if (Object.prototype.hasOwnProperty.call(b, p)) d[p] = b[p]; };\r\n return extendStatics(d, b);\r\n};\r\n\r\nexport function __extends(d, b) {\r\n if (typeof b !== \"function\" && b !== null)\r\n throw new TypeError(\"Class extends value \" + String(b) + \" is not a constructor or null\");\r\n extendStatics(d, b);\r\n function __() { this.constructor = d; }\r\n d.prototype = b === null ? Object.create(b) : (__.prototype = b.prototype, new __());\r\n}\r\n\r\nexport var __assign = function() {\r\n __assign = Object.assign || function __assign(t) {\r\n for (var s, i = 1, n = arguments.length; i < n; i++) {\r\n s = arguments[i];\r\n for (var p in s) if (Object.prototype.hasOwnProperty.call(s, p)) t[p] = s[p];\r\n }\r\n return t;\r\n }\r\n return __assign.apply(this, arguments);\r\n}\r\n\r\nexport function __rest(s, e) {\r\n var t = {};\r\n for (var p in s) if (Object.prototype.hasOwnProperty.call(s, p) && e.indexOf(p) < 0)\r\n t[p] = s[p];\r\n if (s != null && typeof Object.getOwnPropertySymbols === \"function\")\r\n for (var i = 0, p = Object.getOwnPropertySymbols(s); i < p.length; i++) {\r\n if (e.indexOf(p[i]) < 0 && Object.prototype.propertyIsEnumerable.call(s, p[i]))\r\n t[p[i]] = s[p[i]];\r\n }\r\n return t;\r\n}\r\n\r\nexport function __decorate(decorators, target, key, desc) {\r\n var c = arguments.length, r = c < 3 ? target : desc === null ? desc = Object.getOwnPropertyDescriptor(target, key) : desc, d;\r\n if (typeof Reflect === \"object\" && typeof Reflect.decorate === \"function\") r = Reflect.decorate(decorators, target, key, desc);\r\n else for (var i = decorators.length - 1; i >= 0; i--) if (d = decorators[i]) r = (c < 3 ? d(r) : c > 3 ? d(target, key, r) : d(target, key)) || r;\r\n return c > 3 && r && Object.defineProperty(target, key, r), r;\r\n}\r\n\r\nexport function __param(paramIndex, decorator) {\r\n return function (target, key) { decorator(target, key, paramIndex); }\r\n}\r\n\r\nexport function __metadata(metadataKey, metadataValue) {\r\n if (typeof Reflect === \"object\" && typeof Reflect.metadata === \"function\") return Reflect.metadata(metadataKey, metadataValue);\r\n}\r\n\r\nexport function __awaiter(thisArg, _arguments, P, generator) {\r\n function adopt(value) { return value instanceof P ? value : new P(function (resolve) { resolve(value); }); }\r\n return new (P || (P = Promise))(function (resolve, reject) {\r\n function fulfilled(value) { try { step(generator.next(value)); } catch (e) { reject(e); } }\r\n function rejected(value) { try { step(generator[\"throw\"](value)); } catch (e) { reject(e); } }\r\n function step(result) { result.done ? resolve(result.value) : adopt(result.value).then(fulfilled, rejected); }\r\n step((generator = generator.apply(thisArg, _arguments || [])).next());\r\n });\r\n}\r\n\r\nexport function __generator(thisArg, body) {\r\n var _ = { label: 0, sent: function() { if (t[0] & 1) throw t[1]; return t[1]; }, trys: [], ops: [] }, f, y, t, g;\r\n return g = { next: verb(0), \"throw\": verb(1), \"return\": verb(2) }, typeof Symbol === \"function\" && (g[Symbol.iterator] = function() { return this; }), g;\r\n function verb(n) { return function (v) { return step([n, v]); }; }\r\n function step(op) {\r\n if (f) throw new TypeError(\"Generator is already executing.\");\r\n while (_) try {\r\n if (f = 1, y && (t = op[0] & 2 ? y[\"return\"] : op[0] ? y[\"throw\"] || ((t = y[\"return\"]) && t.call(y), 0) : y.next) && !(t = t.call(y, op[1])).done) return t;\r\n if (y = 0, t) op = [op[0] & 2, t.value];\r\n switch (op[0]) {\r\n case 0: case 1: t = op; break;\r\n case 4: _.label++; return { value: op[1], done: false };\r\n case 5: _.label++; y = op[1]; op = [0]; continue;\r\n case 7: op = _.ops.pop(); _.trys.pop(); continue;\r\n default:\r\n if (!(t = _.trys, t = t.length > 0 && t[t.length - 1]) && (op[0] === 6 || op[0] === 2)) { _ = 0; continue; }\r\n if (op[0] === 3 && (!t || (op[1] > t[0] && op[1] < t[3]))) { _.label = op[1]; break; }\r\n if (op[0] === 6 && _.label < t[1]) { _.label = t[1]; t = op; break; }\r\n if (t && _.label < t[2]) { _.label = t[2]; _.ops.push(op); break; }\r\n if (t[2]) _.ops.pop();\r\n _.trys.pop(); continue;\r\n }\r\n op = body.call(thisArg, _);\r\n } catch (e) { op = [6, e]; y = 0; } finally { f = t = 0; }\r\n if (op[0] & 5) throw op[1]; return { value: op[0] ? op[1] : void 0, done: true };\r\n }\r\n}\r\n\r\nexport var __createBinding = Object.create ? (function(o, m, k, k2) {\r\n if (k2 === undefined) k2 = k;\r\n Object.defineProperty(o, k2, { enumerable: true, get: function() { return m[k]; } });\r\n}) : (function(o, m, k, k2) {\r\n if (k2 === undefined) k2 = k;\r\n o[k2] = m[k];\r\n});\r\n\r\nexport function __exportStar(m, o) {\r\n for (var p in m) if (p !== \"default\" && !Object.prototype.hasOwnProperty.call(o, p)) __createBinding(o, m, p);\r\n}\r\n\r\nexport function __values(o) {\r\n var s = typeof Symbol === \"function\" && Symbol.iterator, m = s && o[s], i = 0;\r\n if (m) return m.call(o);\r\n if (o && typeof o.length === \"number\") return {\r\n next: function () {\r\n if (o && i >= o.length) o = void 0;\r\n return { value: o && o[i++], done: !o };\r\n }\r\n };\r\n throw new TypeError(s ? \"Object is not iterable.\" : \"Symbol.iterator is not defined.\");\r\n}\r\n\r\nexport function __read(o, n) {\r\n var m = typeof Symbol === \"function\" && o[Symbol.iterator];\r\n if (!m) return o;\r\n var i = m.call(o), r, ar = [], e;\r\n try {\r\n while ((n === void 0 || n-- > 0) && !(r = i.next()).done) ar.push(r.value);\r\n }\r\n catch (error) { e = { error: error }; }\r\n finally {\r\n try {\r\n if (r && !r.done && (m = i[\"return\"])) m.call(i);\r\n }\r\n finally { if (e) throw e.error; }\r\n }\r\n return ar;\r\n}\r\n\r\n/** @deprecated */\r\nexport function __spread() {\r\n for (var ar = [], i = 0; i < arguments.length; i++)\r\n ar = ar.concat(__read(arguments[i]));\r\n return ar;\r\n}\r\n\r\n/** @deprecated */\r\nexport function __spreadArrays() {\r\n for (var s = 0, i = 0, il = arguments.length; i < il; i++) s += arguments[i].length;\r\n for (var r = Array(s), k = 0, i = 0; i < il; i++)\r\n for (var a = arguments[i], j = 0, jl = a.length; j < jl; j++, k++)\r\n r[k] = a[j];\r\n return r;\r\n}\r\n\r\nexport function __spreadArray(to, from, pack) {\r\n if (pack || arguments.length === 2) for (var i = 0, l = from.length, ar; i < l; i++) {\r\n if (ar || !(i in from)) {\r\n if (!ar) ar = Array.prototype.slice.call(from, 0, i);\r\n ar[i] = from[i];\r\n }\r\n }\r\n return to.concat(ar || Array.prototype.slice.call(from));\r\n}\r\n\r\nexport function __await(v) {\r\n return this instanceof __await ? (this.v = v, this) : new __await(v);\r\n}\r\n\r\nexport function __asyncGenerator(thisArg, _arguments, generator) {\r\n if (!Symbol.asyncIterator) throw new TypeError(\"Symbol.asyncIterator is not defined.\");\r\n var g = generator.apply(thisArg, _arguments || []), i, q = [];\r\n return i = {}, verb(\"next\"), verb(\"throw\"), verb(\"return\"), i[Symbol.asyncIterator] = function () { return this; }, i;\r\n function verb(n) { if (g[n]) i[n] = function (v) { return new Promise(function (a, b) { q.push([n, v, a, b]) > 1 || resume(n, v); }); }; }\r\n function resume(n, v) { try { step(g[n](v)); } catch (e) { settle(q[0][3], e); } }\r\n function step(r) { r.value instanceof __await ? Promise.resolve(r.value.v).then(fulfill, reject) : settle(q[0][2], r); }\r\n function fulfill(value) { resume(\"next\", value); }\r\n function reject(value) { resume(\"throw\", value); }\r\n function settle(f, v) { if (f(v), q.shift(), q.length) resume(q[0][0], q[0][1]); }\r\n}\r\n\r\nexport function __asyncDelegator(o) {\r\n var i, p;\r\n return i = {}, verb(\"next\"), verb(\"throw\", function (e) { throw e; }), verb(\"return\"), i[Symbol.iterator] = function () { return this; }, i;\r\n function verb(n, f) { i[n] = o[n] ? function (v) { return (p = !p) ? { value: __await(o[n](v)), done: n === \"return\" } : f ? f(v) : v; } : f; }\r\n}\r\n\r\nexport function __asyncValues(o) {\r\n if (!Symbol.asyncIterator) throw new TypeError(\"Symbol.asyncIterator is not defined.\");\r\n var m = o[Symbol.asyncIterator], i;\r\n return m ? m.call(o) : (o = typeof __values === \"function\" ? __values(o) : o[Symbol.iterator](), i = {}, verb(\"next\"), verb(\"throw\"), verb(\"return\"), i[Symbol.asyncIterator] = function () { return this; }, i);\r\n function verb(n) { i[n] = o[n] && function (v) { return new Promise(function (resolve, reject) { v = o[n](v), settle(resolve, reject, v.done, v.value); }); }; }\r\n function settle(resolve, reject, d, v) { Promise.resolve(v).then(function(v) { resolve({ value: v, done: d }); }, reject); }\r\n}\r\n\r\nexport function __makeTemplateObject(cooked, raw) {\r\n if (Object.defineProperty) { Object.defineProperty(cooked, \"raw\", { value: raw }); } else { cooked.raw = raw; }\r\n return cooked;\r\n};\r\n\r\nvar __setModuleDefault = Object.create ? (function(o, v) {\r\n Object.defineProperty(o, \"default\", { enumerable: true, value: v });\r\n}) : function(o, v) {\r\n o[\"default\"] = v;\r\n};\r\n\r\nexport function __importStar(mod) {\r\n if (mod && mod.__esModule) return mod;\r\n var result = {};\r\n if (mod != null) for (var k in mod) if (k !== \"default\" && Object.prototype.hasOwnProperty.call(mod, k)) __createBinding(result, mod, k);\r\n __setModuleDefault(result, mod);\r\n return result;\r\n}\r\n\r\nexport function __importDefault(mod) {\r\n return (mod && mod.__esModule) ? mod : { default: mod };\r\n}\r\n\r\nexport function __classPrivateFieldGet(receiver, state, kind, f) {\r\n if (kind === \"a\" && !f) throw new TypeError(\"Private accessor was defined without a getter\");\r\n if (typeof state === \"function\" ? receiver !== state || !f : !state.has(receiver)) throw new TypeError(\"Cannot read private member from an object whose class did not declare it\");\r\n return kind === \"m\" ? f : kind === \"a\" ? f.call(receiver) : f ? f.value : state.get(receiver);\r\n}\r\n\r\nexport function __classPrivateFieldSet(receiver, state, value, kind, f) {\r\n if (kind === \"m\") throw new TypeError(\"Private method is not writable\");\r\n if (kind === \"a\" && !f) throw new TypeError(\"Private accessor was defined without a setter\");\r\n if (typeof state === \"function\" ? receiver !== state || !f : !state.has(receiver)) throw new TypeError(\"Cannot write private member to an object whose class did not declare it\");\r\n return (kind === \"a\" ? f.call(receiver, value) : f ? f.value = value : state.set(receiver, value)), value;\r\n}\r\n", "/**\n * Returns true if the object is a function.\n * @param value The value to check\n */\nexport function isFunction(value: any): value is (...args: any[]) => any {\n return typeof value === 'function';\n}\n", "/**\n * Used to create Error subclasses until the community moves away from ES5.\n *\n * This is because compiling from TypeScript down to ES5 has issues with subclassing Errors\n * as well as other built-in types: https://github.com/Microsoft/TypeScript/issues/12123\n *\n * @param createImpl A factory function to create the actual constructor implementation. The returned\n * function should be a named function that calls `_super` internally.\n */\nexport function createErrorClass(createImpl: (_super: any) => any): T {\n const _super = (instance: any) => {\n Error.call(instance);\n instance.stack = new Error().stack;\n };\n\n const ctorFunc = createImpl(_super);\n ctorFunc.prototype = Object.create(Error.prototype);\n ctorFunc.prototype.constructor = ctorFunc;\n return ctorFunc;\n}\n", "import { createErrorClass } from './createErrorClass';\n\nexport interface UnsubscriptionError extends Error {\n readonly errors: any[];\n}\n\nexport interface UnsubscriptionErrorCtor {\n /**\n * @deprecated Internal implementation detail. Do not construct error instances.\n * Cannot be tagged as internal: https://github.com/ReactiveX/rxjs/issues/6269\n */\n new (errors: any[]): UnsubscriptionError;\n}\n\n/**\n * An error thrown when one or more errors have occurred during the\n * `unsubscribe` of a {@link Subscription}.\n */\nexport const UnsubscriptionError: UnsubscriptionErrorCtor = createErrorClass(\n (_super) =>\n function UnsubscriptionErrorImpl(this: any, errors: (Error | string)[]) {\n _super(this);\n this.message = errors\n ? `${errors.length} errors occurred during unsubscription:\n${errors.map((err, i) => `${i + 1}) ${err.toString()}`).join('\\n ')}`\n : '';\n this.name = 'UnsubscriptionError';\n this.errors = errors;\n }\n);\n", "/**\n * Removes an item from an array, mutating it.\n * @param arr The array to remove the item from\n * @param item The item to remove\n */\nexport function arrRemove(arr: T[] | undefined | null, item: T) {\n if (arr) {\n const index = arr.indexOf(item);\n 0 <= index && arr.splice(index, 1);\n }\n}\n", "import { isFunction } from './util/isFunction';\nimport { UnsubscriptionError } from './util/UnsubscriptionError';\nimport { SubscriptionLike, TeardownLogic, Unsubscribable } from './types';\nimport { arrRemove } from './util/arrRemove';\n\n/**\n * Represents a disposable resource, such as the execution of an Observable. A\n * Subscription has one important method, `unsubscribe`, that takes no argument\n * and just disposes the resource held by the subscription.\n *\n * Additionally, subscriptions may be grouped together through the `add()`\n * method, which will attach a child Subscription to the current Subscription.\n * When a Subscription is unsubscribed, all its children (and its grandchildren)\n * will be unsubscribed as well.\n *\n * @class Subscription\n */\nexport class Subscription implements SubscriptionLike {\n /** @nocollapse */\n public static EMPTY = (() => {\n const empty = new Subscription();\n empty.closed = true;\n return empty;\n })();\n\n /**\n * A flag to indicate whether this Subscription has already been unsubscribed.\n */\n public closed = false;\n\n private _parentage: Subscription[] | Subscription | null = null;\n\n /**\n * The list of registered finalizers to execute upon unsubscription. Adding and removing from this\n * list occurs in the {@link #add} and {@link #remove} methods.\n */\n private _finalizers: Exclude[] | null = null;\n\n /**\n * @param initialTeardown A function executed first as part of the finalization\n * process that is kicked off when {@link #unsubscribe} is called.\n */\n constructor(private initialTeardown?: () => void) {}\n\n /**\n * Disposes the resources held by the subscription. May, for instance, cancel\n * an ongoing Observable execution or cancel any other type of work that\n * started when the Subscription was created.\n * @return {void}\n */\n unsubscribe(): void {\n let errors: any[] | undefined;\n\n if (!this.closed) {\n this.closed = true;\n\n // Remove this from it's parents.\n const { _parentage } = this;\n if (_parentage) {\n this._parentage = null;\n if (Array.isArray(_parentage)) {\n for (const parent of _parentage) {\n parent.remove(this);\n }\n } else {\n _parentage.remove(this);\n }\n }\n\n const { initialTeardown: initialFinalizer } = this;\n if (isFunction(initialFinalizer)) {\n try {\n initialFinalizer();\n } catch (e) {\n errors = e instanceof UnsubscriptionError ? e.errors : [e];\n }\n }\n\n const { _finalizers } = this;\n if (_finalizers) {\n this._finalizers = null;\n for (const finalizer of _finalizers) {\n try {\n execFinalizer(finalizer);\n } catch (err) {\n errors = errors ?? [];\n if (err instanceof UnsubscriptionError) {\n errors = [...errors, ...err.errors];\n } else {\n errors.push(err);\n }\n }\n }\n }\n\n if (errors) {\n throw new UnsubscriptionError(errors);\n }\n }\n }\n\n /**\n * Adds a finalizer to this subscription, so that finalization will be unsubscribed/called\n * when this subscription is unsubscribed. If this subscription is already {@link #closed},\n * because it has already been unsubscribed, then whatever finalizer is passed to it\n * will automatically be executed (unless the finalizer itself is also a closed subscription).\n *\n * Closed Subscriptions cannot be added as finalizers to any subscription. Adding a closed\n * subscription to a any subscription will result in no operation. (A noop).\n *\n * Adding a subscription to itself, or adding `null` or `undefined` will not perform any\n * operation at all. (A noop).\n *\n * `Subscription` instances that are added to this instance will automatically remove themselves\n * if they are unsubscribed. Functions and {@link Unsubscribable} objects that you wish to remove\n * will need to be removed manually with {@link #remove}\n *\n * @param teardown The finalization logic to add to this subscription.\n */\n add(teardown: TeardownLogic): void {\n // Only add the finalizer if it's not undefined\n // and don't add a subscription to itself.\n if (teardown && teardown !== this) {\n if (this.closed) {\n // If this subscription is already closed,\n // execute whatever finalizer is handed to it automatically.\n execFinalizer(teardown);\n } else {\n if (teardown instanceof Subscription) {\n // We don't add closed subscriptions, and we don't add the same subscription\n // twice. Subscription unsubscribe is idempotent.\n if (teardown.closed || teardown._hasParent(this)) {\n return;\n }\n teardown._addParent(this);\n }\n (this._finalizers = this._finalizers ?? []).push(teardown);\n }\n }\n }\n\n /**\n * Checks to see if a this subscription already has a particular parent.\n * This will signal that this subscription has already been added to the parent in question.\n * @param parent the parent to check for\n */\n private _hasParent(parent: Subscription) {\n const { _parentage } = this;\n return _parentage === parent || (Array.isArray(_parentage) && _parentage.includes(parent));\n }\n\n /**\n * Adds a parent to this subscription so it can be removed from the parent if it\n * unsubscribes on it's own.\n *\n * NOTE: THIS ASSUMES THAT {@link _hasParent} HAS ALREADY BEEN CHECKED.\n * @param parent The parent subscription to add\n */\n private _addParent(parent: Subscription) {\n const { _parentage } = this;\n this._parentage = Array.isArray(_parentage) ? (_parentage.push(parent), _parentage) : _parentage ? [_parentage, parent] : parent;\n }\n\n /**\n * Called on a child when it is removed via {@link #remove}.\n * @param parent The parent to remove\n */\n private _removeParent(parent: Subscription) {\n const { _parentage } = this;\n if (_parentage === parent) {\n this._parentage = null;\n } else if (Array.isArray(_parentage)) {\n arrRemove(_parentage, parent);\n }\n }\n\n /**\n * Removes a finalizer from this subscription that was previously added with the {@link #add} method.\n *\n * Note that `Subscription` instances, when unsubscribed, will automatically remove themselves\n * from every other `Subscription` they have been added to. This means that using the `remove` method\n * is not a common thing and should be used thoughtfully.\n *\n * If you add the same finalizer instance of a function or an unsubscribable object to a `Subscription` instance\n * more than once, you will need to call `remove` the same number of times to remove all instances.\n *\n * All finalizer instances are removed to free up memory upon unsubscription.\n *\n * @param teardown The finalizer to remove from this subscription\n */\n remove(teardown: Exclude): void {\n const { _finalizers } = this;\n _finalizers && arrRemove(_finalizers, teardown);\n\n if (teardown instanceof Subscription) {\n teardown._removeParent(this);\n }\n }\n}\n\nexport const EMPTY_SUBSCRIPTION = Subscription.EMPTY;\n\nexport function isSubscription(value: any): value is Subscription {\n return (\n value instanceof Subscription ||\n (value && 'closed' in value && isFunction(value.remove) && isFunction(value.add) && isFunction(value.unsubscribe))\n );\n}\n\nfunction execFinalizer(finalizer: Unsubscribable | (() => void)) {\n if (isFunction(finalizer)) {\n finalizer();\n } else {\n finalizer.unsubscribe();\n }\n}\n", "import { Subscriber } from './Subscriber';\nimport { ObservableNotification } from './types';\n\n/**\n * The {@link GlobalConfig} object for RxJS. It is used to configure things\n * like how to react on unhandled errors.\n */\nexport const config: GlobalConfig = {\n onUnhandledError: null,\n onStoppedNotification: null,\n Promise: undefined,\n useDeprecatedSynchronousErrorHandling: false,\n useDeprecatedNextContext: false,\n};\n\n/**\n * The global configuration object for RxJS, used to configure things\n * like how to react on unhandled errors. Accessible via {@link config}\n * object.\n */\nexport interface GlobalConfig {\n /**\n * A registration point for unhandled errors from RxJS. These are errors that\n * cannot were not handled by consuming code in the usual subscription path. For\n * example, if you have this configured, and you subscribe to an observable without\n * providing an error handler, errors from that subscription will end up here. This\n * will _always_ be called asynchronously on another job in the runtime. This is because\n * we do not want errors thrown in this user-configured handler to interfere with the\n * behavior of the library.\n */\n onUnhandledError: ((err: any) => void) | null;\n\n /**\n * A registration point for notifications that cannot be sent to subscribers because they\n * have completed, errored or have been explicitly unsubscribed. By default, next, complete\n * and error notifications sent to stopped subscribers are noops. However, sometimes callers\n * might want a different behavior. For example, with sources that attempt to report errors\n * to stopped subscribers, a caller can configure RxJS to throw an unhandled error instead.\n * This will _always_ be called asynchronously on another job in the runtime. This is because\n * we do not want errors thrown in this user-configured handler to interfere with the\n * behavior of the library.\n */\n onStoppedNotification: ((notification: ObservableNotification, subscriber: Subscriber) => void) | null;\n\n /**\n * The promise constructor used by default for {@link Observable#toPromise toPromise} and {@link Observable#forEach forEach}\n * methods.\n *\n * @deprecated As of version 8, RxJS will no longer support this sort of injection of a\n * Promise constructor. If you need a Promise implementation other than native promises,\n * please polyfill/patch Promise as you see appropriate. Will be removed in v8.\n */\n Promise?: PromiseConstructorLike;\n\n /**\n * If true, turns on synchronous error rethrowing, which is a deprecated behavior\n * in v6 and higher. This behavior enables bad patterns like wrapping a subscribe\n * call in a try/catch block. It also enables producer interference, a nasty bug\n * where a multicast can be broken for all observers by a downstream consumer with\n * an unhandled error. DO NOT USE THIS FLAG UNLESS IT'S NEEDED TO BUY TIME\n * FOR MIGRATION REASONS.\n *\n * @deprecated As of version 8, RxJS will no longer support synchronous throwing\n * of unhandled errors. All errors will be thrown on a separate call stack to prevent bad\n * behaviors described above. Will be removed in v8.\n */\n useDeprecatedSynchronousErrorHandling: boolean;\n\n /**\n * If true, enables an as-of-yet undocumented feature from v5: The ability to access\n * `unsubscribe()` via `this` context in `next` functions created in observers passed\n * to `subscribe`.\n *\n * This is being removed because the performance was severely problematic, and it could also cause\n * issues when types other than POJOs are passed to subscribe as subscribers, as they will likely have\n * their `this` context overwritten.\n *\n * @deprecated As of version 8, RxJS will no longer support altering the\n * context of next functions provided as part of an observer to Subscribe. Instead,\n * you will have access to a subscription or a signal or token that will allow you to do things like\n * unsubscribe and test closed status. Will be removed in v8.\n */\n useDeprecatedNextContext: boolean;\n}\n", "import type { TimerHandle } from './timerHandle';\ntype SetTimeoutFunction = (handler: () => void, timeout?: number, ...args: any[]) => TimerHandle;\ntype ClearTimeoutFunction = (handle: TimerHandle) => void;\n\ninterface TimeoutProvider {\n setTimeout: SetTimeoutFunction;\n clearTimeout: ClearTimeoutFunction;\n delegate:\n | {\n setTimeout: SetTimeoutFunction;\n clearTimeout: ClearTimeoutFunction;\n }\n | undefined;\n}\n\nexport const timeoutProvider: TimeoutProvider = {\n // When accessing the delegate, use the variable rather than `this` so that\n // the functions can be called without being bound to the provider.\n setTimeout(handler: () => void, timeout?: number, ...args) {\n const { delegate } = timeoutProvider;\n if (delegate?.setTimeout) {\n return delegate.setTimeout(handler, timeout, ...args);\n }\n return setTimeout(handler, timeout, ...args);\n },\n clearTimeout(handle) {\n const { delegate } = timeoutProvider;\n return (delegate?.clearTimeout || clearTimeout)(handle as any);\n },\n delegate: undefined,\n};\n", "import { config } from '../config';\nimport { timeoutProvider } from '../scheduler/timeoutProvider';\n\n/**\n * Handles an error on another job either with the user-configured {@link onUnhandledError},\n * or by throwing it on that new job so it can be picked up by `window.onerror`, `process.on('error')`, etc.\n *\n * This should be called whenever there is an error that is out-of-band with the subscription\n * or when an error hits a terminal boundary of the subscription and no error handler was provided.\n *\n * @param err the error to report\n */\nexport function reportUnhandledError(err: any) {\n timeoutProvider.setTimeout(() => {\n const { onUnhandledError } = config;\n if (onUnhandledError) {\n // Execute the user-configured error handler.\n onUnhandledError(err);\n } else {\n // Throw so it is picked up by the runtime's uncaught error mechanism.\n throw err;\n }\n });\n}\n", "/* tslint:disable:no-empty */\nexport function noop() { }\n", "import { CompleteNotification, NextNotification, ErrorNotification } from './types';\n\n/**\n * A completion object optimized for memory use and created to be the\n * same \"shape\" as other notifications in v8.\n * @internal\n */\nexport const COMPLETE_NOTIFICATION = (() => createNotification('C', undefined, undefined) as CompleteNotification)();\n\n/**\n * Internal use only. Creates an optimized error notification that is the same \"shape\"\n * as other notifications.\n * @internal\n */\nexport function errorNotification(error: any): ErrorNotification {\n return createNotification('E', undefined, error) as any;\n}\n\n/**\n * Internal use only. Creates an optimized next notification that is the same \"shape\"\n * as other notifications.\n * @internal\n */\nexport function nextNotification(value: T) {\n return createNotification('N', value, undefined) as NextNotification;\n}\n\n/**\n * Ensures that all notifications created internally have the same \"shape\" in v8.\n *\n * TODO: This is only exported to support a crazy legacy test in `groupBy`.\n * @internal\n */\nexport function createNotification(kind: 'N' | 'E' | 'C', value: any, error: any) {\n return {\n kind,\n value,\n error,\n };\n}\n", "import { config } from '../config';\n\nlet context: { errorThrown: boolean; error: any } | null = null;\n\n/**\n * Handles dealing with errors for super-gross mode. Creates a context, in which\n * any synchronously thrown errors will be passed to {@link captureError}. Which\n * will record the error such that it will be rethrown after the call back is complete.\n * TODO: Remove in v8\n * @param cb An immediately executed function.\n */\nexport function errorContext(cb: () => void) {\n if (config.useDeprecatedSynchronousErrorHandling) {\n const isRoot = !context;\n if (isRoot) {\n context = { errorThrown: false, error: null };\n }\n cb();\n if (isRoot) {\n const { errorThrown, error } = context!;\n context = null;\n if (errorThrown) {\n throw error;\n }\n }\n } else {\n // This is the general non-deprecated path for everyone that\n // isn't crazy enough to use super-gross mode (useDeprecatedSynchronousErrorHandling)\n cb();\n }\n}\n\n/**\n * Captures errors only in super-gross mode.\n * @param err the error to capture\n */\nexport function captureError(err: any) {\n if (config.useDeprecatedSynchronousErrorHandling && context) {\n context.errorThrown = true;\n context.error = err;\n }\n}\n", "import { isFunction } from './util/isFunction';\nimport { Observer, ObservableNotification } from './types';\nimport { isSubscription, Subscription } from './Subscription';\nimport { config } from './config';\nimport { reportUnhandledError } from './util/reportUnhandledError';\nimport { noop } from './util/noop';\nimport { nextNotification, errorNotification, COMPLETE_NOTIFICATION } from './NotificationFactories';\nimport { timeoutProvider } from './scheduler/timeoutProvider';\nimport { captureError } from './util/errorContext';\n\n/**\n * Implements the {@link Observer} interface and extends the\n * {@link Subscription} class. While the {@link Observer} is the public API for\n * consuming the values of an {@link Observable}, all Observers get converted to\n * a Subscriber, in order to provide Subscription-like capabilities such as\n * `unsubscribe`. Subscriber is a common type in RxJS, and crucial for\n * implementing operators, but it is rarely used as a public API.\n *\n * @class Subscriber\n */\nexport class Subscriber extends Subscription implements Observer {\n /**\n * A static factory for a Subscriber, given a (potentially partial) definition\n * of an Observer.\n * @param next The `next` callback of an Observer.\n * @param error The `error` callback of an\n * Observer.\n * @param complete The `complete` callback of an\n * Observer.\n * @return A Subscriber wrapping the (partially defined)\n * Observer represented by the given arguments.\n * @nocollapse\n * @deprecated Do not use. Will be removed in v8. There is no replacement for this\n * method, and there is no reason to be creating instances of `Subscriber` directly.\n * If you have a specific use case, please file an issue.\n */\n static create(next?: (x?: T) => void, error?: (e?: any) => void, complete?: () => void): Subscriber {\n return new SafeSubscriber(next, error, complete);\n }\n\n /** @deprecated Internal implementation detail, do not use directly. Will be made internal in v8. */\n protected isStopped: boolean = false;\n /** @deprecated Internal implementation detail, do not use directly. Will be made internal in v8. */\n protected destination: Subscriber | Observer; // this `any` is the escape hatch to erase extra type param (e.g. R)\n\n /**\n * @deprecated Internal implementation detail, do not use directly. Will be made internal in v8.\n * There is no reason to directly create an instance of Subscriber. This type is exported for typings reasons.\n */\n constructor(destination?: Subscriber | Observer) {\n super();\n if (destination) {\n this.destination = destination;\n // Automatically chain subscriptions together here.\n // if destination is a Subscription, then it is a Subscriber.\n if (isSubscription(destination)) {\n destination.add(this);\n }\n } else {\n this.destination = EMPTY_OBSERVER;\n }\n }\n\n /**\n * The {@link Observer} callback to receive notifications of type `next` from\n * the Observable, with a value. The Observable may call this method 0 or more\n * times.\n * @param {T} [value] The `next` value.\n * @return {void}\n */\n next(value?: T): void {\n if (this.isStopped) {\n handleStoppedNotification(nextNotification(value), this);\n } else {\n this._next(value!);\n }\n }\n\n /**\n * The {@link Observer} callback to receive notifications of type `error` from\n * the Observable, with an attached `Error`. Notifies the Observer that\n * the Observable has experienced an error condition.\n * @param {any} [err] The `error` exception.\n * @return {void}\n */\n error(err?: any): void {\n if (this.isStopped) {\n handleStoppedNotification(errorNotification(err), this);\n } else {\n this.isStopped = true;\n this._error(err);\n }\n }\n\n /**\n * The {@link Observer} callback to receive a valueless notification of type\n * `complete` from the Observable. Notifies the Observer that the Observable\n * has finished sending push-based notifications.\n * @return {void}\n */\n complete(): void {\n if (this.isStopped) {\n handleStoppedNotification(COMPLETE_NOTIFICATION, this);\n } else {\n this.isStopped = true;\n this._complete();\n }\n }\n\n unsubscribe(): void {\n if (!this.closed) {\n this.isStopped = true;\n super.unsubscribe();\n this.destination = null!;\n }\n }\n\n protected _next(value: T): void {\n this.destination.next(value);\n }\n\n protected _error(err: any): void {\n try {\n this.destination.error(err);\n } finally {\n this.unsubscribe();\n }\n }\n\n protected _complete(): void {\n try {\n this.destination.complete();\n } finally {\n this.unsubscribe();\n }\n }\n}\n\n/**\n * This bind is captured here because we want to be able to have\n * compatibility with monoid libraries that tend to use a method named\n * `bind`. In particular, a library called Monio requires this.\n */\nconst _bind = Function.prototype.bind;\n\nfunction bind any>(fn: Fn, thisArg: any): Fn {\n return _bind.call(fn, thisArg);\n}\n\n/**\n * Internal optimization only, DO NOT EXPOSE.\n * @internal\n */\nclass ConsumerObserver implements Observer {\n constructor(private partialObserver: Partial>) {}\n\n next(value: T): void {\n const { partialObserver } = this;\n if (partialObserver.next) {\n try {\n partialObserver.next(value);\n } catch (error) {\n handleUnhandledError(error);\n }\n }\n }\n\n error(err: any): void {\n const { partialObserver } = this;\n if (partialObserver.error) {\n try {\n partialObserver.error(err);\n } catch (error) {\n handleUnhandledError(error);\n }\n } else {\n handleUnhandledError(err);\n }\n }\n\n complete(): void {\n const { partialObserver } = this;\n if (partialObserver.complete) {\n try {\n partialObserver.complete();\n } catch (error) {\n handleUnhandledError(error);\n }\n }\n }\n}\n\nexport class SafeSubscriber extends Subscriber {\n constructor(\n observerOrNext?: Partial> | ((value: T) => void) | null,\n error?: ((e?: any) => void) | null,\n complete?: (() => void) | null\n ) {\n super();\n\n let partialObserver: Partial>;\n if (isFunction(observerOrNext) || !observerOrNext) {\n // The first argument is a function, not an observer. The next\n // two arguments *could* be observers, or they could be empty.\n partialObserver = {\n next: (observerOrNext ?? undefined) as (((value: T) => void) | undefined),\n error: error ?? undefined,\n complete: complete ?? undefined,\n };\n } else {\n // The first argument is a partial observer.\n let context: any;\n if (this && config.useDeprecatedNextContext) {\n // This is a deprecated path that made `this.unsubscribe()` available in\n // next handler functions passed to subscribe. This only exists behind a flag\n // now, as it is *very* slow.\n context = Object.create(observerOrNext);\n context.unsubscribe = () => this.unsubscribe();\n partialObserver = {\n next: observerOrNext.next && bind(observerOrNext.next, context),\n error: observerOrNext.error && bind(observerOrNext.error, context),\n complete: observerOrNext.complete && bind(observerOrNext.complete, context),\n };\n } else {\n // The \"normal\" path. Just use the partial observer directly.\n partialObserver = observerOrNext;\n }\n }\n\n // Wrap the partial observer to ensure it's a full observer, and\n // make sure proper error handling is accounted for.\n this.destination = new ConsumerObserver(partialObserver);\n }\n}\n\nfunction handleUnhandledError(error: any) {\n if (config.useDeprecatedSynchronousErrorHandling) {\n captureError(error);\n } else {\n // Ideal path, we report this as an unhandled error,\n // which is thrown on a new call stack.\n reportUnhandledError(error);\n }\n}\n\n/**\n * An error handler used when no error handler was supplied\n * to the SafeSubscriber -- meaning no error handler was supplied\n * do the `subscribe` call on our observable.\n * @param err The error to handle\n */\nfunction defaultErrorHandler(err: any) {\n throw err;\n}\n\n/**\n * A handler for notifications that cannot be sent to a stopped subscriber.\n * @param notification The notification being sent\n * @param subscriber The stopped subscriber\n */\nfunction handleStoppedNotification(notification: ObservableNotification, subscriber: Subscriber) {\n const { onStoppedNotification } = config;\n onStoppedNotification && timeoutProvider.setTimeout(() => onStoppedNotification(notification, subscriber));\n}\n\n/**\n * The observer used as a stub for subscriptions where the user did not\n * pass any arguments to `subscribe`. Comes with the default error handling\n * behavior.\n */\nexport const EMPTY_OBSERVER: Readonly> & { closed: true } = {\n closed: true,\n next: noop,\n error: defaultErrorHandler,\n complete: noop,\n};\n", "/**\n * Symbol.observable or a string \"@@observable\". Used for interop\n *\n * @deprecated We will no longer be exporting this symbol in upcoming versions of RxJS.\n * Instead polyfill and use Symbol.observable directly *or* use https://www.npmjs.com/package/symbol-observable\n */\nexport const observable: string | symbol = (() => (typeof Symbol === 'function' && Symbol.observable) || '@@observable')();\n", "/**\n * This function takes one parameter and just returns it. Simply put,\n * this is like `(x: T): T => x`.\n *\n * ## Examples\n *\n * This is useful in some cases when using things like `mergeMap`\n *\n * ```ts\n * import { interval, take, map, range, mergeMap, identity } from 'rxjs';\n *\n * const source$ = interval(1000).pipe(take(5));\n *\n * const result$ = source$.pipe(\n * map(i => range(i)),\n * mergeMap(identity) // same as mergeMap(x => x)\n * );\n *\n * result$.subscribe({\n * next: console.log\n * });\n * ```\n *\n * Or when you want to selectively apply an operator\n *\n * ```ts\n * import { interval, take, identity } from 'rxjs';\n *\n * const shouldLimit = () => Math.random() < 0.5;\n *\n * const source$ = interval(1000);\n *\n * const result$ = source$.pipe(shouldLimit() ? take(5) : identity);\n *\n * result$.subscribe({\n * next: console.log\n * });\n * ```\n *\n * @param x Any value that is returned by this function\n * @returns The value passed as the first parameter to this function\n */\nexport function identity(x: T): T {\n return x;\n}\n", "import { identity } from './identity';\nimport { UnaryFunction } from '../types';\n\nexport function pipe(): typeof identity;\nexport function pipe(fn1: UnaryFunction): UnaryFunction;\nexport function pipe(fn1: UnaryFunction, fn2: UnaryFunction): UnaryFunction;\nexport function pipe(fn1: UnaryFunction, fn2: UnaryFunction, fn3: UnaryFunction): UnaryFunction;\nexport function pipe(\n fn1: UnaryFunction,\n fn2: UnaryFunction,\n fn3: UnaryFunction,\n fn4: UnaryFunction\n): UnaryFunction;\nexport function pipe(\n fn1: UnaryFunction,\n fn2: UnaryFunction,\n fn3: UnaryFunction,\n fn4: UnaryFunction,\n fn5: UnaryFunction\n): UnaryFunction;\nexport function pipe(\n fn1: UnaryFunction,\n fn2: UnaryFunction,\n fn3: UnaryFunction,\n fn4: UnaryFunction,\n fn5: UnaryFunction,\n fn6: UnaryFunction\n): UnaryFunction;\nexport function pipe(\n fn1: UnaryFunction,\n fn2: UnaryFunction,\n fn3: UnaryFunction,\n fn4: UnaryFunction,\n fn5: UnaryFunction,\n fn6: UnaryFunction,\n fn7: UnaryFunction\n): UnaryFunction;\nexport function pipe(\n fn1: UnaryFunction,\n fn2: UnaryFunction,\n fn3: UnaryFunction,\n fn4: UnaryFunction,\n fn5: UnaryFunction,\n fn6: UnaryFunction,\n fn7: UnaryFunction,\n fn8: UnaryFunction\n): UnaryFunction;\nexport function pipe(\n fn1: UnaryFunction,\n fn2: UnaryFunction,\n fn3: UnaryFunction,\n fn4: UnaryFunction,\n fn5: UnaryFunction,\n fn6: UnaryFunction,\n fn7: UnaryFunction,\n fn8: UnaryFunction,\n fn9: UnaryFunction\n): UnaryFunction;\nexport function pipe(\n fn1: UnaryFunction,\n fn2: UnaryFunction,\n fn3: UnaryFunction,\n fn4: UnaryFunction,\n fn5: UnaryFunction,\n fn6: UnaryFunction,\n fn7: UnaryFunction,\n fn8: UnaryFunction,\n fn9: UnaryFunction,\n ...fns: UnaryFunction[]\n): UnaryFunction;\n\n/**\n * pipe() can be called on one or more functions, each of which can take one argument (\"UnaryFunction\")\n * and uses it to return a value.\n * It returns a function that takes one argument, passes it to the first UnaryFunction, and then\n * passes the result to the next one, passes that result to the next one, and so on. \n */\nexport function pipe(...fns: Array>): UnaryFunction {\n return pipeFromArray(fns);\n}\n\n/** @internal */\nexport function pipeFromArray(fns: Array>): UnaryFunction {\n if (fns.length === 0) {\n return identity as UnaryFunction;\n }\n\n if (fns.length === 1) {\n return fns[0];\n }\n\n return function piped(input: T): R {\n return fns.reduce((prev: any, fn: UnaryFunction) => fn(prev), input as any);\n };\n}\n", "import { Operator } from './Operator';\nimport { SafeSubscriber, Subscriber } from './Subscriber';\nimport { isSubscription, Subscription } from './Subscription';\nimport { TeardownLogic, OperatorFunction, Subscribable, Observer } from './types';\nimport { observable as Symbol_observable } from './symbol/observable';\nimport { pipeFromArray } from './util/pipe';\nimport { config } from './config';\nimport { isFunction } from './util/isFunction';\nimport { errorContext } from './util/errorContext';\n\n/**\n * A representation of any set of values over any amount of time. This is the most basic building block\n * of RxJS.\n *\n * @class Observable\n */\nexport class Observable implements Subscribable {\n /**\n * @deprecated Internal implementation detail, do not use directly. Will be made internal in v8.\n */\n source: Observable | undefined;\n\n /**\n * @deprecated Internal implementation detail, do not use directly. Will be made internal in v8.\n */\n operator: Operator | undefined;\n\n /**\n * @constructor\n * @param {Function} subscribe the function that is called when the Observable is\n * initially subscribed to. This function is given a Subscriber, to which new values\n * can be `next`ed, or an `error` method can be called to raise an error, or\n * `complete` can be called to notify of a successful completion.\n */\n constructor(subscribe?: (this: Observable, subscriber: Subscriber) => TeardownLogic) {\n if (subscribe) {\n this._subscribe = subscribe;\n }\n }\n\n // HACK: Since TypeScript inherits static properties too, we have to\n // fight against TypeScript here so Subject can have a different static create signature\n /**\n * Creates a new Observable by calling the Observable constructor\n * @owner Observable\n * @method create\n * @param {Function} subscribe? the subscriber function to be passed to the Observable constructor\n * @return {Observable} a new observable\n * @nocollapse\n * @deprecated Use `new Observable()` instead. Will be removed in v8.\n */\n static create: (...args: any[]) => any = (subscribe?: (subscriber: Subscriber) => TeardownLogic) => {\n return new Observable(subscribe);\n };\n\n /**\n * Creates a new Observable, with this Observable instance as the source, and the passed\n * operator defined as the new observable's operator.\n * @method lift\n * @param operator the operator defining the operation to take on the observable\n * @return a new observable with the Operator applied\n * @deprecated Internal implementation detail, do not use directly. Will be made internal in v8.\n * If you have implemented an operator using `lift`, it is recommended that you create an\n * operator by simply returning `new Observable()` directly. See \"Creating new operators from\n * scratch\" section here: https://rxjs.dev/guide/operators\n */\n lift(operator?: Operator): Observable {\n const observable = new Observable();\n observable.source = this;\n observable.operator = operator;\n return observable;\n }\n\n subscribe(observerOrNext?: Partial> | ((value: T) => void)): Subscription;\n /** @deprecated Instead of passing separate callback arguments, use an observer argument. Signatures taking separate callback arguments will be removed in v8. Details: https://rxjs.dev/deprecations/subscribe-arguments */\n subscribe(next?: ((value: T) => void) | null, error?: ((error: any) => void) | null, complete?: (() => void) | null): Subscription;\n /**\n * Invokes an execution of an Observable and registers Observer handlers for notifications it will emit.\n *\n * Use it when you have all these Observables, but still nothing is happening.\n *\n * `subscribe` is not a regular operator, but a method that calls Observable's internal `subscribe` function. It\n * might be for example a function that you passed to Observable's constructor, but most of the time it is\n * a library implementation, which defines what will be emitted by an Observable, and when it be will emitted. This means\n * that calling `subscribe` is actually the moment when Observable starts its work, not when it is created, as it is often\n * the thought.\n *\n * Apart from starting the execution of an Observable, this method allows you to listen for values\n * that an Observable emits, as well as for when it completes or errors. You can achieve this in two\n * of the following ways.\n *\n * The first way is creating an object that implements {@link Observer} interface. It should have methods\n * defined by that interface, but note that it should be just a regular JavaScript object, which you can create\n * yourself in any way you want (ES6 class, classic function constructor, object literal etc.). In particular, do\n * not attempt to use any RxJS implementation details to create Observers - you don't need them. Remember also\n * that your object does not have to implement all methods. If you find yourself creating a method that doesn't\n * do anything, you can simply omit it. Note however, if the `error` method is not provided and an error happens,\n * it will be thrown asynchronously. Errors thrown asynchronously cannot be caught using `try`/`catch`. Instead,\n * use the {@link onUnhandledError} configuration option or use a runtime handler (like `window.onerror` or\n * `process.on('error)`) to be notified of unhandled errors. Because of this, it's recommended that you provide\n * an `error` method to avoid missing thrown errors.\n *\n * The second way is to give up on Observer object altogether and simply provide callback functions in place of its methods.\n * This means you can provide three functions as arguments to `subscribe`, where the first function is equivalent\n * of a `next` method, the second of an `error` method and the third of a `complete` method. Just as in case of an Observer,\n * if you do not need to listen for something, you can omit a function by passing `undefined` or `null`,\n * since `subscribe` recognizes these functions by where they were placed in function call. When it comes\n * to the `error` function, as with an Observer, if not provided, errors emitted by an Observable will be thrown asynchronously.\n *\n * You can, however, subscribe with no parameters at all. This may be the case where you're not interested in terminal events\n * and you also handled emissions internally by using operators (e.g. using `tap`).\n *\n * Whichever style of calling `subscribe` you use, in both cases it returns a Subscription object.\n * This object allows you to call `unsubscribe` on it, which in turn will stop the work that an Observable does and will clean\n * up all resources that an Observable used. Note that cancelling a subscription will not call `complete` callback\n * provided to `subscribe` function, which is reserved for a regular completion signal that comes from an Observable.\n *\n * Remember that callbacks provided to `subscribe` are not guaranteed to be called asynchronously.\n * It is an Observable itself that decides when these functions will be called. For example {@link of}\n * by default emits all its values synchronously. Always check documentation for how given Observable\n * will behave when subscribed and if its default behavior can be modified with a `scheduler`.\n *\n * #### Examples\n *\n * Subscribe with an {@link guide/observer Observer}\n *\n * ```ts\n * import { of } from 'rxjs';\n *\n * const sumObserver = {\n * sum: 0,\n * next(value) {\n * console.log('Adding: ' + value);\n * this.sum = this.sum + value;\n * },\n * error() {\n * // We actually could just remove this method,\n * // since we do not really care about errors right now.\n * },\n * complete() {\n * console.log('Sum equals: ' + this.sum);\n * }\n * };\n *\n * of(1, 2, 3) // Synchronously emits 1, 2, 3 and then completes.\n * .subscribe(sumObserver);\n *\n * // Logs:\n * // 'Adding: 1'\n * // 'Adding: 2'\n * // 'Adding: 3'\n * // 'Sum equals: 6'\n * ```\n *\n * Subscribe with functions ({@link deprecations/subscribe-arguments deprecated})\n *\n * ```ts\n * import { of } from 'rxjs'\n *\n * let sum = 0;\n *\n * of(1, 2, 3).subscribe(\n * value => {\n * console.log('Adding: ' + value);\n * sum = sum + value;\n * },\n * undefined,\n * () => console.log('Sum equals: ' + sum)\n * );\n *\n * // Logs:\n * // 'Adding: 1'\n * // 'Adding: 2'\n * // 'Adding: 3'\n * // 'Sum equals: 6'\n * ```\n *\n * Cancel a subscription\n *\n * ```ts\n * import { interval } from 'rxjs';\n *\n * const subscription = interval(1000).subscribe({\n * next(num) {\n * console.log(num)\n * },\n * complete() {\n * // Will not be called, even when cancelling subscription.\n * console.log('completed!');\n * }\n * });\n *\n * setTimeout(() => {\n * subscription.unsubscribe();\n * console.log('unsubscribed!');\n * }, 2500);\n *\n * // Logs:\n * // 0 after 1s\n * // 1 after 2s\n * // 'unsubscribed!' after 2.5s\n * ```\n *\n * @param {Observer|Function} observerOrNext (optional) Either an observer with methods to be called,\n * or the first of three possible handlers, which is the handler for each value emitted from the subscribed\n * Observable.\n * @param {Function} error (optional) A handler for a terminal event resulting from an error. If no error handler is provided,\n * the error will be thrown asynchronously as unhandled.\n * @param {Function} complete (optional) A handler for a terminal event resulting from successful completion.\n * @return {Subscription} a subscription reference to the registered handlers\n * @method subscribe\n */\n subscribe(\n observerOrNext?: Partial> | ((value: T) => void) | null,\n error?: ((error: any) => void) | null,\n complete?: (() => void) | null\n ): Subscription {\n const subscriber = isSubscriber(observerOrNext) ? observerOrNext : new SafeSubscriber(observerOrNext, error, complete);\n\n errorContext(() => {\n const { operator, source } = this;\n subscriber.add(\n operator\n ? // We're dealing with a subscription in the\n // operator chain to one of our lifted operators.\n operator.call(subscriber, source)\n : source\n ? // If `source` has a value, but `operator` does not, something that\n // had intimate knowledge of our API, like our `Subject`, must have\n // set it. We're going to just call `_subscribe` directly.\n this._subscribe(subscriber)\n : // In all other cases, we're likely wrapping a user-provided initializer\n // function, so we need to catch errors and handle them appropriately.\n this._trySubscribe(subscriber)\n );\n });\n\n return subscriber;\n }\n\n /** @internal */\n protected _trySubscribe(sink: Subscriber): TeardownLogic {\n try {\n return this._subscribe(sink);\n } catch (err) {\n // We don't need to return anything in this case,\n // because it's just going to try to `add()` to a subscription\n // above.\n sink.error(err);\n }\n }\n\n /**\n * Used as a NON-CANCELLABLE means of subscribing to an observable, for use with\n * APIs that expect promises, like `async/await`. You cannot unsubscribe from this.\n *\n * **WARNING**: Only use this with observables you *know* will complete. If the source\n * observable does not complete, you will end up with a promise that is hung up, and\n * potentially all of the state of an async function hanging out in memory. To avoid\n * this situation, look into adding something like {@link timeout}, {@link take},\n * {@link takeWhile}, or {@link takeUntil} amongst others.\n *\n * #### Example\n *\n * ```ts\n * import { interval, take } from 'rxjs';\n *\n * const source$ = interval(1000).pipe(take(4));\n *\n * async function getTotal() {\n * let total = 0;\n *\n * await source$.forEach(value => {\n * total += value;\n * console.log('observable -> ' + value);\n * });\n *\n * return total;\n * }\n *\n * getTotal().then(\n * total => console.log('Total: ' + total)\n * );\n *\n * // Expected:\n * // 'observable -> 0'\n * // 'observable -> 1'\n * // 'observable -> 2'\n * // 'observable -> 3'\n * // 'Total: 6'\n * ```\n *\n * @param next a handler for each value emitted by the observable\n * @return a promise that either resolves on observable completion or\n * rejects with the handled error\n */\n forEach(next: (value: T) => void): Promise;\n\n /**\n * @param next a handler for each value emitted by the observable\n * @param promiseCtor a constructor function used to instantiate the Promise\n * @return a promise that either resolves on observable completion or\n * rejects with the handled error\n * @deprecated Passing a Promise constructor will no longer be available\n * in upcoming versions of RxJS. This is because it adds weight to the library, for very\n * little benefit. If you need this functionality, it is recommended that you either\n * polyfill Promise, or you create an adapter to convert the returned native promise\n * to whatever promise implementation you wanted. Will be removed in v8.\n */\n forEach(next: (value: T) => void, promiseCtor: PromiseConstructorLike): Promise;\n\n forEach(next: (value: T) => void, promiseCtor?: PromiseConstructorLike): Promise {\n promiseCtor = getPromiseCtor(promiseCtor);\n\n return new promiseCtor((resolve, reject) => {\n const subscriber = new SafeSubscriber({\n next: (value) => {\n try {\n next(value);\n } catch (err) {\n reject(err);\n subscriber.unsubscribe();\n }\n },\n error: reject,\n complete: resolve,\n });\n this.subscribe(subscriber);\n }) as Promise;\n }\n\n /** @internal */\n protected _subscribe(subscriber: Subscriber): TeardownLogic {\n return this.source?.subscribe(subscriber);\n }\n\n /**\n * An interop point defined by the es7-observable spec https://github.com/zenparsing/es-observable\n * @method Symbol.observable\n * @return {Observable} this instance of the observable\n */\n [Symbol_observable]() {\n return this;\n }\n\n /* tslint:disable:max-line-length */\n pipe(): Observable;\n pipe(op1: OperatorFunction): Observable;\n pipe(op1: OperatorFunction, op2: OperatorFunction): Observable;\n pipe(op1: OperatorFunction, op2: OperatorFunction, op3: OperatorFunction): Observable;\n pipe(\n op1: OperatorFunction,\n op2: OperatorFunction,\n op3: OperatorFunction,\n op4: OperatorFunction\n ): Observable;\n pipe(\n op1: OperatorFunction,\n op2: OperatorFunction,\n op3: OperatorFunction,\n op4: OperatorFunction,\n op5: OperatorFunction\n ): Observable;\n pipe(\n op1: OperatorFunction,\n op2: OperatorFunction,\n op3: OperatorFunction,\n op4: OperatorFunction,\n op5: OperatorFunction,\n op6: OperatorFunction\n ): Observable;\n pipe(\n op1: OperatorFunction,\n op2: OperatorFunction,\n op3: OperatorFunction,\n op4: OperatorFunction,\n op5: OperatorFunction,\n op6: OperatorFunction,\n op7: OperatorFunction\n ): Observable;\n pipe(\n op1: OperatorFunction,\n op2: OperatorFunction,\n op3: OperatorFunction,\n op4: OperatorFunction,\n op5: OperatorFunction,\n op6: OperatorFunction,\n op7: OperatorFunction,\n op8: OperatorFunction\n ): Observable;\n pipe(\n op1: OperatorFunction,\n op2: OperatorFunction,\n op3: OperatorFunction,\n op4: OperatorFunction,\n op5: OperatorFunction,\n op6: OperatorFunction,\n op7: OperatorFunction,\n op8: OperatorFunction,\n op9: OperatorFunction\n ): Observable;\n pipe(\n op1: OperatorFunction,\n op2: OperatorFunction,\n op3: OperatorFunction,\n op4: OperatorFunction,\n op5: OperatorFunction,\n op6: OperatorFunction,\n op7: OperatorFunction,\n op8: OperatorFunction,\n op9: OperatorFunction,\n ...operations: OperatorFunction[]\n ): Observable;\n /* tslint:enable:max-line-length */\n\n /**\n * Used to stitch together functional operators into a chain.\n * @method pipe\n * @return {Observable} the Observable result of all of the operators having\n * been called in the order they were passed in.\n *\n * ## Example\n *\n * ```ts\n * import { interval, filter, map, scan } from 'rxjs';\n *\n * interval(1000)\n * .pipe(\n * filter(x => x % 2 === 0),\n * map(x => x + x),\n * scan((acc, x) => acc + x)\n * )\n * .subscribe(x => console.log(x));\n * ```\n */\n pipe(...operations: OperatorFunction[]): Observable {\n return pipeFromArray(operations)(this);\n }\n\n /* tslint:disable:max-line-length */\n /** @deprecated Replaced with {@link firstValueFrom} and {@link lastValueFrom}. Will be removed in v8. Details: https://rxjs.dev/deprecations/to-promise */\n toPromise(): Promise;\n /** @deprecated Replaced with {@link firstValueFrom} and {@link lastValueFrom}. Will be removed in v8. Details: https://rxjs.dev/deprecations/to-promise */\n toPromise(PromiseCtor: typeof Promise): Promise;\n /** @deprecated Replaced with {@link firstValueFrom} and {@link lastValueFrom}. Will be removed in v8. Details: https://rxjs.dev/deprecations/to-promise */\n toPromise(PromiseCtor: PromiseConstructorLike): Promise;\n /* tslint:enable:max-line-length */\n\n /**\n * Subscribe to this Observable and get a Promise resolving on\n * `complete` with the last emission (if any).\n *\n * **WARNING**: Only use this with observables you *know* will complete. If the source\n * observable does not complete, you will end up with a promise that is hung up, and\n * potentially all of the state of an async function hanging out in memory. To avoid\n * this situation, look into adding something like {@link timeout}, {@link take},\n * {@link takeWhile}, or {@link takeUntil} amongst others.\n *\n * @method toPromise\n * @param [promiseCtor] a constructor function used to instantiate\n * the Promise\n * @return A Promise that resolves with the last value emit, or\n * rejects on an error. If there were no emissions, Promise\n * resolves with undefined.\n * @deprecated Replaced with {@link firstValueFrom} and {@link lastValueFrom}. Will be removed in v8. Details: https://rxjs.dev/deprecations/to-promise\n */\n toPromise(promiseCtor?: PromiseConstructorLike): Promise {\n promiseCtor = getPromiseCtor(promiseCtor);\n\n return new promiseCtor((resolve, reject) => {\n let value: T | undefined;\n this.subscribe(\n (x: T) => (value = x),\n (err: any) => reject(err),\n () => resolve(value)\n );\n }) as Promise;\n }\n}\n\n/**\n * Decides between a passed promise constructor from consuming code,\n * A default configured promise constructor, and the native promise\n * constructor and returns it. If nothing can be found, it will throw\n * an error.\n * @param promiseCtor The optional promise constructor to passed by consuming code\n */\nfunction getPromiseCtor(promiseCtor: PromiseConstructorLike | undefined) {\n return promiseCtor ?? config.Promise ?? Promise;\n}\n\nfunction isObserver(value: any): value is Observer {\n return value && isFunction(value.next) && isFunction(value.error) && isFunction(value.complete);\n}\n\nfunction isSubscriber(value: any): value is Subscriber {\n return (value && value instanceof Subscriber) || (isObserver(value) && isSubscription(value));\n}\n", "import { Observable } from '../Observable';\nimport { Subscriber } from '../Subscriber';\nimport { OperatorFunction } from '../types';\nimport { isFunction } from './isFunction';\n\n/**\n * Used to determine if an object is an Observable with a lift function.\n */\nexport function hasLift(source: any): source is { lift: InstanceType['lift'] } {\n return isFunction(source?.lift);\n}\n\n/**\n * Creates an `OperatorFunction`. Used to define operators throughout the library in a concise way.\n * @param init The logic to connect the liftedSource to the subscriber at the moment of subscription.\n */\nexport function operate(\n init: (liftedSource: Observable, subscriber: Subscriber) => (() => void) | void\n): OperatorFunction {\n return (source: Observable) => {\n if (hasLift(source)) {\n return source.lift(function (this: Subscriber, liftedSource: Observable) {\n try {\n return init(liftedSource, this);\n } catch (err) {\n this.error(err);\n }\n });\n }\n throw new TypeError('Unable to lift unknown Observable type');\n };\n}\n", "import { Subscriber } from '../Subscriber';\n\n/**\n * Creates an instance of an `OperatorSubscriber`.\n * @param destination The downstream subscriber.\n * @param onNext Handles next values, only called if this subscriber is not stopped or closed. Any\n * error that occurs in this function is caught and sent to the `error` method of this subscriber.\n * @param onError Handles errors from the subscription, any errors that occur in this handler are caught\n * and send to the `destination` error handler.\n * @param onComplete Handles completion notification from the subscription. Any errors that occur in\n * this handler are sent to the `destination` error handler.\n * @param onFinalize Additional teardown logic here. This will only be called on teardown if the\n * subscriber itself is not already closed. This is called after all other teardown logic is executed.\n */\nexport function createOperatorSubscriber(\n destination: Subscriber,\n onNext?: (value: T) => void,\n onComplete?: () => void,\n onError?: (err: any) => void,\n onFinalize?: () => void\n): Subscriber {\n return new OperatorSubscriber(destination, onNext, onComplete, onError, onFinalize);\n}\n\n/**\n * A generic helper for allowing operators to be created with a Subscriber and\n * use closures to capture necessary state from the operator function itself.\n */\nexport class OperatorSubscriber extends Subscriber {\n /**\n * Creates an instance of an `OperatorSubscriber`.\n * @param destination The downstream subscriber.\n * @param onNext Handles next values, only called if this subscriber is not stopped or closed. Any\n * error that occurs in this function is caught and sent to the `error` method of this subscriber.\n * @param onError Handles errors from the subscription, any errors that occur in this handler are caught\n * and send to the `destination` error handler.\n * @param onComplete Handles completion notification from the subscription. Any errors that occur in\n * this handler are sent to the `destination` error handler.\n * @param onFinalize Additional finalization logic here. This will only be called on finalization if the\n * subscriber itself is not already closed. This is called after all other finalization logic is executed.\n * @param shouldUnsubscribe An optional check to see if an unsubscribe call should truly unsubscribe.\n * NOTE: This currently **ONLY** exists to support the strange behavior of {@link groupBy}, where unsubscription\n * to the resulting observable does not actually disconnect from the source if there are active subscriptions\n * to any grouped observable. (DO NOT EXPOSE OR USE EXTERNALLY!!!)\n */\n constructor(\n destination: Subscriber,\n onNext?: (value: T) => void,\n onComplete?: () => void,\n onError?: (err: any) => void,\n private onFinalize?: () => void,\n private shouldUnsubscribe?: () => boolean\n ) {\n // It's important - for performance reasons - that all of this class's\n // members are initialized and that they are always initialized in the same\n // order. This will ensure that all OperatorSubscriber instances have the\n // same hidden class in V8. This, in turn, will help keep the number of\n // hidden classes involved in property accesses within the base class as\n // low as possible. If the number of hidden classes involved exceeds four,\n // the property accesses will become megamorphic and performance penalties\n // will be incurred - i.e. inline caches won't be used.\n //\n // The reasons for ensuring all instances have the same hidden class are\n // further discussed in this blog post from Benedikt Meurer:\n // https://benediktmeurer.de/2018/03/23/impact-of-polymorphism-on-component-based-frameworks-like-react/\n super(destination);\n this._next = onNext\n ? function (this: OperatorSubscriber, value: T) {\n try {\n onNext(value);\n } catch (err) {\n destination.error(err);\n }\n }\n : super._next;\n this._error = onError\n ? function (this: OperatorSubscriber, err: any) {\n try {\n onError(err);\n } catch (err) {\n // Send any errors that occur down stream.\n destination.error(err);\n } finally {\n // Ensure finalization.\n this.unsubscribe();\n }\n }\n : super._error;\n this._complete = onComplete\n ? function (this: OperatorSubscriber) {\n try {\n onComplete();\n } catch (err) {\n // Send any errors that occur down stream.\n destination.error(err);\n } finally {\n // Ensure finalization.\n this.unsubscribe();\n }\n }\n : super._complete;\n }\n\n unsubscribe() {\n if (!this.shouldUnsubscribe || this.shouldUnsubscribe()) {\n const { closed } = this;\n super.unsubscribe();\n // Execute additional teardown if we have any and we didn't already do so.\n !closed && this.onFinalize?.();\n }\n }\n}\n", "import { Subscription } from '../Subscription';\n\ninterface AnimationFrameProvider {\n schedule(callback: FrameRequestCallback): Subscription;\n requestAnimationFrame: typeof requestAnimationFrame;\n cancelAnimationFrame: typeof cancelAnimationFrame;\n delegate:\n | {\n requestAnimationFrame: typeof requestAnimationFrame;\n cancelAnimationFrame: typeof cancelAnimationFrame;\n }\n | undefined;\n}\n\nexport const animationFrameProvider: AnimationFrameProvider = {\n // When accessing the delegate, use the variable rather than `this` so that\n // the functions can be called without being bound to the provider.\n schedule(callback) {\n let request = requestAnimationFrame;\n let cancel: typeof cancelAnimationFrame | undefined = cancelAnimationFrame;\n const { delegate } = animationFrameProvider;\n if (delegate) {\n request = delegate.requestAnimationFrame;\n cancel = delegate.cancelAnimationFrame;\n }\n const handle = request((timestamp) => {\n // Clear the cancel function. The request has been fulfilled, so\n // attempting to cancel the request upon unsubscription would be\n // pointless.\n cancel = undefined;\n callback(timestamp);\n });\n return new Subscription(() => cancel?.(handle));\n },\n requestAnimationFrame(...args) {\n const { delegate } = animationFrameProvider;\n return (delegate?.requestAnimationFrame || requestAnimationFrame)(...args);\n },\n cancelAnimationFrame(...args) {\n const { delegate } = animationFrameProvider;\n return (delegate?.cancelAnimationFrame || cancelAnimationFrame)(...args);\n },\n delegate: undefined,\n};\n", "import { createErrorClass } from './createErrorClass';\n\nexport interface ObjectUnsubscribedError extends Error {}\n\nexport interface ObjectUnsubscribedErrorCtor {\n /**\n * @deprecated Internal implementation detail. Do not construct error instances.\n * Cannot be tagged as internal: https://github.com/ReactiveX/rxjs/issues/6269\n */\n new (): ObjectUnsubscribedError;\n}\n\n/**\n * An error thrown when an action is invalid because the object has been\n * unsubscribed.\n *\n * @see {@link Subject}\n * @see {@link BehaviorSubject}\n *\n * @class ObjectUnsubscribedError\n */\nexport const ObjectUnsubscribedError: ObjectUnsubscribedErrorCtor = createErrorClass(\n (_super) =>\n function ObjectUnsubscribedErrorImpl(this: any) {\n _super(this);\n this.name = 'ObjectUnsubscribedError';\n this.message = 'object unsubscribed';\n }\n);\n", "import { Operator } from './Operator';\nimport { Observable } from './Observable';\nimport { Subscriber } from './Subscriber';\nimport { Subscription, EMPTY_SUBSCRIPTION } from './Subscription';\nimport { Observer, SubscriptionLike, TeardownLogic } from './types';\nimport { ObjectUnsubscribedError } from './util/ObjectUnsubscribedError';\nimport { arrRemove } from './util/arrRemove';\nimport { errorContext } from './util/errorContext';\n\n/**\n * A Subject is a special type of Observable that allows values to be\n * multicasted to many Observers. Subjects are like EventEmitters.\n *\n * Every Subject is an Observable and an Observer. You can subscribe to a\n * Subject, and you can call next to feed values as well as error and complete.\n */\nexport class Subject extends Observable implements SubscriptionLike {\n closed = false;\n\n private currentObservers: Observer[] | null = null;\n\n /** @deprecated Internal implementation detail, do not use directly. Will be made internal in v8. */\n observers: Observer[] = [];\n /** @deprecated Internal implementation detail, do not use directly. Will be made internal in v8. */\n isStopped = false;\n /** @deprecated Internal implementation detail, do not use directly. Will be made internal in v8. */\n hasError = false;\n /** @deprecated Internal implementation detail, do not use directly. Will be made internal in v8. */\n thrownError: any = null;\n\n /**\n * Creates a \"subject\" by basically gluing an observer to an observable.\n *\n * @nocollapse\n * @deprecated Recommended you do not use. Will be removed at some point in the future. Plans for replacement still under discussion.\n */\n static create: (...args: any[]) => any = (destination: Observer, source: Observable): AnonymousSubject => {\n return new AnonymousSubject(destination, source);\n };\n\n constructor() {\n // NOTE: This must be here to obscure Observable's constructor.\n super();\n }\n\n /** @deprecated Internal implementation detail, do not use directly. Will be made internal in v8. */\n lift(operator: Operator): Observable {\n const subject = new AnonymousSubject(this, this);\n subject.operator = operator as any;\n return subject as any;\n }\n\n /** @internal */\n protected _throwIfClosed() {\n if (this.closed) {\n throw new ObjectUnsubscribedError();\n }\n }\n\n next(value: T) {\n errorContext(() => {\n this._throwIfClosed();\n if (!this.isStopped) {\n if (!this.currentObservers) {\n this.currentObservers = Array.from(this.observers);\n }\n for (const observer of this.currentObservers) {\n observer.next(value);\n }\n }\n });\n }\n\n error(err: any) {\n errorContext(() => {\n this._throwIfClosed();\n if (!this.isStopped) {\n this.hasError = this.isStopped = true;\n this.thrownError = err;\n const { observers } = this;\n while (observers.length) {\n observers.shift()!.error(err);\n }\n }\n });\n }\n\n complete() {\n errorContext(() => {\n this._throwIfClosed();\n if (!this.isStopped) {\n this.isStopped = true;\n const { observers } = this;\n while (observers.length) {\n observers.shift()!.complete();\n }\n }\n });\n }\n\n unsubscribe() {\n this.isStopped = this.closed = true;\n this.observers = this.currentObservers = null!;\n }\n\n get observed() {\n return this.observers?.length > 0;\n }\n\n /** @internal */\n protected _trySubscribe(subscriber: Subscriber): TeardownLogic {\n this._throwIfClosed();\n return super._trySubscribe(subscriber);\n }\n\n /** @internal */\n protected _subscribe(subscriber: Subscriber): Subscription {\n this._throwIfClosed();\n this._checkFinalizedStatuses(subscriber);\n return this._innerSubscribe(subscriber);\n }\n\n /** @internal */\n protected _innerSubscribe(subscriber: Subscriber) {\n const { hasError, isStopped, observers } = this;\n if (hasError || isStopped) {\n return EMPTY_SUBSCRIPTION;\n }\n this.currentObservers = null;\n observers.push(subscriber);\n return new Subscription(() => {\n this.currentObservers = null;\n arrRemove(observers, subscriber);\n });\n }\n\n /** @internal */\n protected _checkFinalizedStatuses(subscriber: Subscriber) {\n const { hasError, thrownError, isStopped } = this;\n if (hasError) {\n subscriber.error(thrownError);\n } else if (isStopped) {\n subscriber.complete();\n }\n }\n\n /**\n * Creates a new Observable with this Subject as the source. You can do this\n * to create custom Observer-side logic of the Subject and conceal it from\n * code that uses the Observable.\n * @return {Observable} Observable that the Subject casts to\n */\n asObservable(): Observable {\n const observable: any = new Observable();\n observable.source = this;\n return observable;\n }\n}\n\n/**\n * @class AnonymousSubject\n */\nexport class AnonymousSubject extends Subject {\n constructor(\n /** @deprecated Internal implementation detail, do not use directly. Will be made internal in v8. */\n public destination?: Observer,\n source?: Observable\n ) {\n super();\n this.source = source;\n }\n\n next(value: T) {\n this.destination?.next?.(value);\n }\n\n error(err: any) {\n this.destination?.error?.(err);\n }\n\n complete() {\n this.destination?.complete?.();\n }\n\n /** @internal */\n protected _subscribe(subscriber: Subscriber): Subscription {\n return this.source?.subscribe(subscriber) ?? EMPTY_SUBSCRIPTION;\n }\n}\n", "import { TimestampProvider } from '../types';\n\ninterface DateTimestampProvider extends TimestampProvider {\n delegate: TimestampProvider | undefined;\n}\n\nexport const dateTimestampProvider: DateTimestampProvider = {\n now() {\n // Use the variable rather than `this` so that the function can be called\n // without being bound to the provider.\n return (dateTimestampProvider.delegate || Date).now();\n },\n delegate: undefined,\n};\n", "import { Subject } from './Subject';\nimport { TimestampProvider } from './types';\nimport { Subscriber } from './Subscriber';\nimport { Subscription } from './Subscription';\nimport { dateTimestampProvider } from './scheduler/dateTimestampProvider';\n\n/**\n * A variant of {@link Subject} that \"replays\" old values to new subscribers by emitting them when they first subscribe.\n *\n * `ReplaySubject` has an internal buffer that will store a specified number of values that it has observed. Like `Subject`,\n * `ReplaySubject` \"observes\" values by having them passed to its `next` method. When it observes a value, it will store that\n * value for a time determined by the configuration of the `ReplaySubject`, as passed to its constructor.\n *\n * When a new subscriber subscribes to the `ReplaySubject` instance, it will synchronously emit all values in its buffer in\n * a First-In-First-Out (FIFO) manner. The `ReplaySubject` will also complete, if it has observed completion; and it will\n * error if it has observed an error.\n *\n * There are two main configuration items to be concerned with:\n *\n * 1. `bufferSize` - This will determine how many items are stored in the buffer, defaults to infinite.\n * 2. `windowTime` - The amount of time to hold a value in the buffer before removing it from the buffer.\n *\n * Both configurations may exist simultaneously. So if you would like to buffer a maximum of 3 values, as long as the values\n * are less than 2 seconds old, you could do so with a `new ReplaySubject(3, 2000)`.\n *\n * ### Differences with BehaviorSubject\n *\n * `BehaviorSubject` is similar to `new ReplaySubject(1)`, with a couple of exceptions:\n *\n * 1. `BehaviorSubject` comes \"primed\" with a single value upon construction.\n * 2. `ReplaySubject` will replay values, even after observing an error, where `BehaviorSubject` will not.\n *\n * @see {@link Subject}\n * @see {@link BehaviorSubject}\n * @see {@link shareReplay}\n */\nexport class ReplaySubject extends Subject {\n private _buffer: (T | number)[] = [];\n private _infiniteTimeWindow = true;\n\n /**\n * @param bufferSize The size of the buffer to replay on subscription\n * @param windowTime The amount of time the buffered items will stay buffered\n * @param timestampProvider An object with a `now()` method that provides the current timestamp. This is used to\n * calculate the amount of time something has been buffered.\n */\n constructor(\n private _bufferSize = Infinity,\n private _windowTime = Infinity,\n private _timestampProvider: TimestampProvider = dateTimestampProvider\n ) {\n super();\n this._infiniteTimeWindow = _windowTime === Infinity;\n this._bufferSize = Math.max(1, _bufferSize);\n this._windowTime = Math.max(1, _windowTime);\n }\n\n next(value: T): void {\n const { isStopped, _buffer, _infiniteTimeWindow, _timestampProvider, _windowTime } = this;\n if (!isStopped) {\n _buffer.push(value);\n !_infiniteTimeWindow && _buffer.push(_timestampProvider.now() + _windowTime);\n }\n this._trimBuffer();\n super.next(value);\n }\n\n /** @internal */\n protected _subscribe(subscriber: Subscriber): Subscription {\n this._throwIfClosed();\n this._trimBuffer();\n\n const subscription = this._innerSubscribe(subscriber);\n\n const { _infiniteTimeWindow, _buffer } = this;\n // We use a copy here, so reentrant code does not mutate our array while we're\n // emitting it to a new subscriber.\n const copy = _buffer.slice();\n for (let i = 0; i < copy.length && !subscriber.closed; i += _infiniteTimeWindow ? 1 : 2) {\n subscriber.next(copy[i] as T);\n }\n\n this._checkFinalizedStatuses(subscriber);\n\n return subscription;\n }\n\n private _trimBuffer() {\n const { _bufferSize, _timestampProvider, _buffer, _infiniteTimeWindow } = this;\n // If we don't have an infinite buffer size, and we're over the length,\n // use splice to truncate the old buffer values off. Note that we have to\n // double the size for instances where we're not using an infinite time window\n // because we're storing the values and the timestamps in the same array.\n const adjustedBufferSize = (_infiniteTimeWindow ? 1 : 2) * _bufferSize;\n _bufferSize < Infinity && adjustedBufferSize < _buffer.length && _buffer.splice(0, _buffer.length - adjustedBufferSize);\n\n // Now, if we're not in an infinite time window, remove all values where the time is\n // older than what is allowed.\n if (!_infiniteTimeWindow) {\n const now = _timestampProvider.now();\n let last = 0;\n // Search the array for the first timestamp that isn't expired and\n // truncate the buffer up to that point.\n for (let i = 1; i < _buffer.length && (_buffer[i] as number) <= now; i += 2) {\n last = i;\n }\n last && _buffer.splice(0, last + 1);\n }\n }\n}\n", "import { Scheduler } from '../Scheduler';\nimport { Subscription } from '../Subscription';\nimport { SchedulerAction } from '../types';\n\n/**\n * A unit of work to be executed in a `scheduler`. An action is typically\n * created from within a {@link SchedulerLike} and an RxJS user does not need to concern\n * themselves about creating and manipulating an Action.\n *\n * ```ts\n * class Action extends Subscription {\n * new (scheduler: Scheduler, work: (state?: T) => void);\n * schedule(state?: T, delay: number = 0): Subscription;\n * }\n * ```\n *\n * @class Action\n */\nexport class Action extends Subscription {\n constructor(scheduler: Scheduler, work: (this: SchedulerAction, state?: T) => void) {\n super();\n }\n /**\n * Schedules this action on its parent {@link SchedulerLike} for execution. May be passed\n * some context object, `state`. May happen at some point in the future,\n * according to the `delay` parameter, if specified.\n * @param {T} [state] Some contextual data that the `work` function uses when\n * called by the Scheduler.\n * @param {number} [delay] Time to wait before executing the work, where the\n * time unit is implicit and defined by the Scheduler.\n * @return {void}\n */\n public schedule(state?: T, delay: number = 0): Subscription {\n return this;\n }\n}\n", "import type { TimerHandle } from './timerHandle';\ntype SetIntervalFunction = (handler: () => void, timeout?: number, ...args: any[]) => TimerHandle;\ntype ClearIntervalFunction = (handle: TimerHandle) => void;\n\ninterface IntervalProvider {\n setInterval: SetIntervalFunction;\n clearInterval: ClearIntervalFunction;\n delegate:\n | {\n setInterval: SetIntervalFunction;\n clearInterval: ClearIntervalFunction;\n }\n | undefined;\n}\n\nexport const intervalProvider: IntervalProvider = {\n // When accessing the delegate, use the variable rather than `this` so that\n // the functions can be called without being bound to the provider.\n setInterval(handler: () => void, timeout?: number, ...args) {\n const { delegate } = intervalProvider;\n if (delegate?.setInterval) {\n return delegate.setInterval(handler, timeout, ...args);\n }\n return setInterval(handler, timeout, ...args);\n },\n clearInterval(handle) {\n const { delegate } = intervalProvider;\n return (delegate?.clearInterval || clearInterval)(handle as any);\n },\n delegate: undefined,\n};\n", "import { Action } from './Action';\nimport { SchedulerAction } from '../types';\nimport { Subscription } from '../Subscription';\nimport { AsyncScheduler } from './AsyncScheduler';\nimport { intervalProvider } from './intervalProvider';\nimport { arrRemove } from '../util/arrRemove';\nimport { TimerHandle } from './timerHandle';\n\nexport class AsyncAction extends Action {\n public id: TimerHandle | undefined;\n public state?: T;\n // @ts-ignore: Property has no initializer and is not definitely assigned\n public delay: number;\n protected pending: boolean = false;\n\n constructor(protected scheduler: AsyncScheduler, protected work: (this: SchedulerAction, state?: T) => void) {\n super(scheduler, work);\n }\n\n public schedule(state?: T, delay: number = 0): Subscription {\n if (this.closed) {\n return this;\n }\n\n // Always replace the current state with the new state.\n this.state = state;\n\n const id = this.id;\n const scheduler = this.scheduler;\n\n //\n // Important implementation note:\n //\n // Actions only execute once by default, unless rescheduled from within the\n // scheduled callback. This allows us to implement single and repeat\n // actions via the same code path, without adding API surface area, as well\n // as mimic traditional recursion but across asynchronous boundaries.\n //\n // However, JS runtimes and timers distinguish between intervals achieved by\n // serial `setTimeout` calls vs. a single `setInterval` call. An interval of\n // serial `setTimeout` calls can be individually delayed, which delays\n // scheduling the next `setTimeout`, and so on. `setInterval` attempts to\n // guarantee the interval callback will be invoked more precisely to the\n // interval period, regardless of load.\n //\n // Therefore, we use `setInterval` to schedule single and repeat actions.\n // If the action reschedules itself with the same delay, the interval is not\n // canceled. If the action doesn't reschedule, or reschedules with a\n // different delay, the interval will be canceled after scheduled callback\n // execution.\n //\n if (id != null) {\n this.id = this.recycleAsyncId(scheduler, id, delay);\n }\n\n // Set the pending flag indicating that this action has been scheduled, or\n // has recursively rescheduled itself.\n this.pending = true;\n\n this.delay = delay;\n // If this action has already an async Id, don't request a new one.\n this.id = this.id ?? this.requestAsyncId(scheduler, this.id, delay);\n\n return this;\n }\n\n protected requestAsyncId(scheduler: AsyncScheduler, _id?: TimerHandle, delay: number = 0): TimerHandle {\n return intervalProvider.setInterval(scheduler.flush.bind(scheduler, this), delay);\n }\n\n protected recycleAsyncId(_scheduler: AsyncScheduler, id?: TimerHandle, delay: number | null = 0): TimerHandle | undefined {\n // If this action is rescheduled with the same delay time, don't clear the interval id.\n if (delay != null && this.delay === delay && this.pending === false) {\n return id;\n }\n // Otherwise, if the action's delay time is different from the current delay,\n // or the action has been rescheduled before it's executed, clear the interval id\n if (id != null) {\n intervalProvider.clearInterval(id);\n }\n\n return undefined;\n }\n\n /**\n * Immediately executes this action and the `work` it contains.\n * @return {any}\n */\n public execute(state: T, delay: number): any {\n if (this.closed) {\n return new Error('executing a cancelled action');\n }\n\n this.pending = false;\n const error = this._execute(state, delay);\n if (error) {\n return error;\n } else if (this.pending === false && this.id != null) {\n // Dequeue if the action didn't reschedule itself. Don't call\n // unsubscribe(), because the action could reschedule later.\n // For example:\n // ```\n // scheduler.schedule(function doWork(counter) {\n // /* ... I'm a busy worker bee ... */\n // var originalAction = this;\n // /* wait 100ms before rescheduling the action */\n // setTimeout(function () {\n // originalAction.schedule(counter + 1);\n // }, 100);\n // }, 1000);\n // ```\n this.id = this.recycleAsyncId(this.scheduler, this.id, null);\n }\n }\n\n protected _execute(state: T, _delay: number): any {\n let errored: boolean = false;\n let errorValue: any;\n try {\n this.work(state);\n } catch (e) {\n errored = true;\n // HACK: Since code elsewhere is relying on the \"truthiness\" of the\n // return here, we can't have it return \"\" or 0 or false.\n // TODO: Clean this up when we refactor schedulers mid-version-8 or so.\n errorValue = e ? e : new Error('Scheduled action threw falsy error');\n }\n if (errored) {\n this.unsubscribe();\n return errorValue;\n }\n }\n\n unsubscribe() {\n if (!this.closed) {\n const { id, scheduler } = this;\n const { actions } = scheduler;\n\n this.work = this.state = this.scheduler = null!;\n this.pending = false;\n\n arrRemove(actions, this);\n if (id != null) {\n this.id = this.recycleAsyncId(scheduler, id, null);\n }\n\n this.delay = null!;\n super.unsubscribe();\n }\n }\n}\n", "import { Action } from './scheduler/Action';\nimport { Subscription } from './Subscription';\nimport { SchedulerLike, SchedulerAction } from './types';\nimport { dateTimestampProvider } from './scheduler/dateTimestampProvider';\n\n/**\n * An execution context and a data structure to order tasks and schedule their\n * execution. Provides a notion of (potentially virtual) time, through the\n * `now()` getter method.\n *\n * Each unit of work in a Scheduler is called an `Action`.\n *\n * ```ts\n * class Scheduler {\n * now(): number;\n * schedule(work, delay?, state?): Subscription;\n * }\n * ```\n *\n * @class Scheduler\n * @deprecated Scheduler is an internal implementation detail of RxJS, and\n * should not be used directly. Rather, create your own class and implement\n * {@link SchedulerLike}. Will be made internal in v8.\n */\nexport class Scheduler implements SchedulerLike {\n public static now: () => number = dateTimestampProvider.now;\n\n constructor(private schedulerActionCtor: typeof Action, now: () => number = Scheduler.now) {\n this.now = now;\n }\n\n /**\n * A getter method that returns a number representing the current time\n * (at the time this function was called) according to the scheduler's own\n * internal clock.\n * @return {number} A number that represents the current time. May or may not\n * have a relation to wall-clock time. May or may not refer to a time unit\n * (e.g. milliseconds).\n */\n public now: () => number;\n\n /**\n * Schedules a function, `work`, for execution. May happen at some point in\n * the future, according to the `delay` parameter, if specified. May be passed\n * some context object, `state`, which will be passed to the `work` function.\n *\n * The given arguments will be processed an stored as an Action object in a\n * queue of actions.\n *\n * @param {function(state: ?T): ?Subscription} work A function representing a\n * task, or some unit of work to be executed by the Scheduler.\n * @param {number} [delay] Time to wait before executing the work, where the\n * time unit is implicit and defined by the Scheduler itself.\n * @param {T} [state] Some contextual data that the `work` function uses when\n * called by the Scheduler.\n * @return {Subscription} A subscription in order to be able to unsubscribe\n * the scheduled work.\n */\n public schedule(work: (this: SchedulerAction, state?: T) => void, delay: number = 0, state?: T): Subscription {\n return new this.schedulerActionCtor(this, work).schedule(state, delay);\n }\n}\n", "import { Scheduler } from '../Scheduler';\nimport { Action } from './Action';\nimport { AsyncAction } from './AsyncAction';\nimport { TimerHandle } from './timerHandle';\n\nexport class AsyncScheduler extends Scheduler {\n public actions: Array> = [];\n /**\n * A flag to indicate whether the Scheduler is currently executing a batch of\n * queued actions.\n * @type {boolean}\n * @internal\n */\n public _active: boolean = false;\n /**\n * An internal ID used to track the latest asynchronous task such as those\n * coming from `setTimeout`, `setInterval`, `requestAnimationFrame`, and\n * others.\n * @type {any}\n * @internal\n */\n public _scheduled: TimerHandle | undefined;\n\n constructor(SchedulerAction: typeof Action, now: () => number = Scheduler.now) {\n super(SchedulerAction, now);\n }\n\n public flush(action: AsyncAction): void {\n const { actions } = this;\n\n if (this._active) {\n actions.push(action);\n return;\n }\n\n let error: any;\n this._active = true;\n\n do {\n if ((error = action.execute(action.state, action.delay))) {\n break;\n }\n } while ((action = actions.shift()!)); // exhaust the scheduler queue\n\n this._active = false;\n\n if (error) {\n while ((action = actions.shift()!)) {\n action.unsubscribe();\n }\n throw error;\n }\n }\n}\n", "import { AsyncAction } from './AsyncAction';\nimport { AsyncScheduler } from './AsyncScheduler';\n\n/**\n *\n * Async Scheduler\n *\n * Schedule task as if you used setTimeout(task, duration)\n *\n * `async` scheduler schedules tasks asynchronously, by putting them on the JavaScript\n * event loop queue. It is best used to delay tasks in time or to schedule tasks repeating\n * in intervals.\n *\n * If you just want to \"defer\" task, that is to perform it right after currently\n * executing synchronous code ends (commonly achieved by `setTimeout(deferredTask, 0)`),\n * better choice will be the {@link asapScheduler} scheduler.\n *\n * ## Examples\n * Use async scheduler to delay task\n * ```ts\n * import { asyncScheduler } from 'rxjs';\n *\n * const task = () => console.log('it works!');\n *\n * asyncScheduler.schedule(task, 2000);\n *\n * // After 2 seconds logs:\n * // \"it works!\"\n * ```\n *\n * Use async scheduler to repeat task in intervals\n * ```ts\n * import { asyncScheduler } from 'rxjs';\n *\n * function task(state) {\n * console.log(state);\n * this.schedule(state + 1, 1000); // `this` references currently executing Action,\n * // which we reschedule with new state and delay\n * }\n *\n * asyncScheduler.schedule(task, 3000, 0);\n *\n * // Logs:\n * // 0 after 3s\n * // 1 after 4s\n * // 2 after 5s\n * // 3 after 6s\n * ```\n */\n\nexport const asyncScheduler = new AsyncScheduler(AsyncAction);\n\n/**\n * @deprecated Renamed to {@link asyncScheduler}. Will be removed in v8.\n */\nexport const async = asyncScheduler;\n", "import { AsyncAction } from './AsyncAction';\nimport { AnimationFrameScheduler } from './AnimationFrameScheduler';\nimport { SchedulerAction } from '../types';\nimport { animationFrameProvider } from './animationFrameProvider';\nimport { TimerHandle } from './timerHandle';\n\nexport class AnimationFrameAction extends AsyncAction {\n constructor(protected scheduler: AnimationFrameScheduler, protected work: (this: SchedulerAction, state?: T) => void) {\n super(scheduler, work);\n }\n\n protected requestAsyncId(scheduler: AnimationFrameScheduler, id?: TimerHandle, delay: number = 0): TimerHandle {\n // If delay is greater than 0, request as an async action.\n if (delay !== null && delay > 0) {\n return super.requestAsyncId(scheduler, id, delay);\n }\n // Push the action to the end of the scheduler queue.\n scheduler.actions.push(this);\n // If an animation frame has already been requested, don't request another\n // one. If an animation frame hasn't been requested yet, request one. Return\n // the current animation frame request id.\n return scheduler._scheduled || (scheduler._scheduled = animationFrameProvider.requestAnimationFrame(() => scheduler.flush(undefined)));\n }\n\n protected recycleAsyncId(scheduler: AnimationFrameScheduler, id?: TimerHandle, delay: number = 0): TimerHandle | undefined {\n // If delay exists and is greater than 0, or if the delay is null (the\n // action wasn't rescheduled) but was originally scheduled as an async\n // action, then recycle as an async action.\n if (delay != null ? delay > 0 : this.delay > 0) {\n return super.recycleAsyncId(scheduler, id, delay);\n }\n // If the scheduler queue has no remaining actions with the same async id,\n // cancel the requested animation frame and set the scheduled flag to\n // undefined so the next AnimationFrameAction will request its own.\n const { actions } = scheduler;\n if (id != null && actions[actions.length - 1]?.id !== id) {\n animationFrameProvider.cancelAnimationFrame(id as number);\n scheduler._scheduled = undefined;\n }\n // Return undefined so the action knows to request a new async id if it's rescheduled.\n return undefined;\n }\n}\n", "import { AsyncAction } from './AsyncAction';\nimport { AsyncScheduler } from './AsyncScheduler';\n\nexport class AnimationFrameScheduler extends AsyncScheduler {\n public flush(action?: AsyncAction): void {\n this._active = true;\n // The async id that effects a call to flush is stored in _scheduled.\n // Before executing an action, it's necessary to check the action's async\n // id to determine whether it's supposed to be executed in the current\n // flush.\n // Previous implementations of this method used a count to determine this,\n // but that was unsound, as actions that are unsubscribed - i.e. cancelled -\n // are removed from the actions array and that can shift actions that are\n // scheduled to be executed in a subsequent flush into positions at which\n // they are executed within the current flush.\n const flushId = this._scheduled;\n this._scheduled = undefined;\n\n const { actions } = this;\n let error: any;\n action = action || actions.shift()!;\n\n do {\n if ((error = action.execute(action.state, action.delay))) {\n break;\n }\n } while ((action = actions[0]) && action.id === flushId && actions.shift());\n\n this._active = false;\n\n if (error) {\n while ((action = actions[0]) && action.id === flushId && actions.shift()) {\n action.unsubscribe();\n }\n throw error;\n }\n }\n}\n", "import { AnimationFrameAction } from './AnimationFrameAction';\nimport { AnimationFrameScheduler } from './AnimationFrameScheduler';\n\n/**\n *\n * Animation Frame Scheduler\n *\n * Perform task when `window.requestAnimationFrame` would fire\n *\n * When `animationFrame` scheduler is used with delay, it will fall back to {@link asyncScheduler} scheduler\n * behaviour.\n *\n * Without delay, `animationFrame` scheduler can be used to create smooth browser animations.\n * It makes sure scheduled task will happen just before next browser content repaint,\n * thus performing animations as efficiently as possible.\n *\n * ## Example\n * Schedule div height animation\n * ```ts\n * // html:

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